Merge upstream/main into feat/agent-discovery-prompt

.dockerignore

@@ -1,3 +1,5 @@
+# Do NOT exclude LICENSE or .github — scripts/copydir.go uses them as repo-root anchors
+# during `go generate`, which runs inside `make build` in the Dockerfile.
 .git
 .gitignore
 build/
@@ -6,5 +8,4 @@ config/
 .env
 .env.example
 *.md
-LICENSE
 assets/

.gitattributes

@@ -0,0 +1,3 @@
+# Ensure shell scripts always use LF line endings regardless of OS.
+*.sh text eol=lf
+docker/entrypoint.sh text eol=lf

.github/workflows/build.yml

@@ -16,5 +16,5 @@ jobs:
         with:
           go-version-file: go.mod
 
-      - name: Build
+      - name: Build core binaries
         run: make build-all

.github/workflows/create-tag.yml

@@ -0,0 +1,60 @@
+name: Create Tag
+
+on:
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: "Tag name (required, e.g. v0.2.0)"
+        required: true
+        type: string
+      commit:
+        description: "Target commit SHA (leave empty for latest main)"
+        required: false
+        type: string
+        default: ""
+
+jobs:
+  create-tag:
+    name: Create Git Tag
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+          ref: main
+
+      - name: Validate commit exists
+        if: ${{ inputs.commit != '' }}
+        shell: bash
+        run: |
+          if ! git cat-file -t "${{ inputs.commit }}" &>/dev/null; then
+            echo "::error::Commit '${{ inputs.commit }}' does not exist."
+            exit 1
+          fi
+
+      - name: Check tag does not already exist
+        shell: bash
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          if gh api "repos/${{ github.repository }}/git/ref/tags/${{ inputs.tag }}" --silent 2>/dev/null; then
+            echo "::error::Tag '${{ inputs.tag }}' already exists."
+            exit 1
+          fi
+
+      - name: Create and push tag
+        shell: bash
+        run: |
+          TARGET="${{ inputs.commit || 'HEAD' }}"
+          COMMIT_SHA=$(git rev-parse "$TARGET")
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          git tag -a "${{ inputs.tag }}" "$COMMIT_SHA" -m "Release ${{ inputs.tag }}"
+          git push origin "${{ inputs.tag }}"
+          echo "### Tag Created" >> "$GITHUB_STEP_SUMMARY"
+          echo "- **Tag:** \`${{ inputs.tag }}\`" >> "$GITHUB_STEP_SUMMARY"
+          echo "- **Commit:** \`${COMMIT_SHA}\`" >> "$GITHUB_STEP_SUMMARY"
+          echo "- **Branch:** \`$(git branch -r --contains "$COMMIT_SHA" | head -1 | xargs)\`" >> "$GITHUB_STEP_SUMMARY"

.github/workflows/create_dmg.yml

@@ -0,0 +1,71 @@
+name: Create macOS DMG
+on:
+  workflow_dispatch:
+
+jobs:
+  build:
+    name: Build ${{ matrix.arch }}
+    runs-on: macos-latest
+    strategy:
+      matrix:
+        # This creates two parallel jobs
+        arch: [arm64, amd64]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v6
+        with:
+          ref: main
+
+      # 1. Install Go from go.mod
+      - name: Setup Go
+        uses: actions/setup-go@v6
+        with:
+          go-version-file: go.mod
+
+      - name: Setup pnpm
+        uses: pnpm/action-setup@v6
+        with:
+          version: 10.33.0
+          run_install: false
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v6
+        with:
+          node-version: 22
+          cache: pnpm
+          cache-dependency-path: web/frontend/pnpm-lock.yaml
+
+      # 3. Build the application bundle
+      - name: Build with Make
+        run: make build ARCH=${{ matrix.arch }} && make build-macos-app ARCH=${{ matrix.arch }}
+
+      # 4. Apply ad-hoc signing
+      - name: Ad-hoc Sign
+        run: codesign --force --deep --sign - "build/PicoClaw Launcher.app"
+
+      # 5. Install the DMG packaging tool
+      - name: Install create-dmg
+        run: brew install create-dmg
+
+      # 6. Create the DMG
+      - name: Create DMG
+        run: |
+          mkdir -p dist
+          create-dmg \
+            --volname "PicoClaw Installer" \
+            --window-pos 200 120 \
+            --window-size 800 400 \
+            --icon-size 100 \
+            --icon "PicoClaw Launcher.app" 200 190 \
+            --hide-extension "PicoClaw Launcher.app" \
+            --app-drop-link 600 185 \
+            "dist/picoclaw-${{ matrix.arch }}.dmg" \
+            "build/PicoClaw Launcher.app"
+
+      # 7. Upload the DMG as a GitHub artifact
+      - name: Upload DMG
+        uses: actions/upload-artifact@v7
+        with:
+          name: macos-dmg-${{ matrix.arch }}
+          path: dist/*.dmg

.github/workflows/nightly.yml

@@ -47,13 +47,18 @@ jobs:
         with:
           go-version-file: go.mod
 
+      - name: Setup pnpm
+        uses: pnpm/action-setup@v6
+        with:
+          version: 10.33.0
+          run_install: false
+
       - name: Setup Node.js
         uses: actions/setup-node@v6
         with:
           node-version: 22
-
-      - name: Setup pnpm
-        run: corepack enable && corepack prepare pnpm@latest --activate
+          cache: pnpm
+          cache-dependency-path: web/frontend/pnpm-lock.yaml
 
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v4
@@ -75,6 +80,9 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
+      - name: Install zip
+        run: sudo apt-get install -y zip
+
       - name: Create local tag for GoReleaser
         run: git tag "${{ steps.version.outputs.version }}"
 
@@ -90,6 +98,7 @@ jobs:
           DOCKERHUB_IMAGE_NAME: ${{ vars.DOCKERHUB_REPOSITORY }}
           GOVERSION: ${{ steps.setup-go.outputs.go-version }}
           GORELEASER_CURRENT_TAG: ${{ steps.version.outputs.version }}
+          INCLUDE_ANDROID_BUNDLE: "true"
           NIGHTLY_BUILD: "true"
           MACOS_SIGN_P12: ${{ secrets.MACOS_SIGN_P12 }}
           MACOS_SIGN_PASSWORD: ${{ secrets.MACOS_SIGN_PASSWORD }}
@@ -123,7 +132,7 @@ jobs:
 
           # Collect release artifacts from goreleaser dist/
           ASSETS=()
-          for f in dist/*.tar.gz dist/*.zip dist/*.deb dist/*.rpm dist/checksums.txt; do
+          for f in dist/*.tar.gz dist/*.zip dist/*.deb dist/*.rpm dist/checksums.txt build/picoclaw-android-universal.zip; do
             [ -f "$f" ] && ASSETS+=("$f")
           done
 
@@ -135,4 +144,3 @@ jobs:
             --prerelease \
             --latest=false \
             "${ASSETS[@]}"
-

.github/workflows/pr.yml

@@ -41,10 +41,11 @@ jobs:
         with:
           go-version-file: go.mod
 
+      - name: Install govulncheck
+        run: go install golang.org/x/vuln/cmd/govulncheck@v1.1.4
+
       - name: Run Govulncheck
-        uses: golang/govulncheck-action@v1
-        with:
-          go-package: ./...
+        run: govulncheck -C . -format text ./...
 
   test:
     name: Tests

.github/workflows/release.yml

@@ -1,10 +1,10 @@
-name: Create Tag and Release
+name: Release
 
 on:
   workflow_dispatch:
     inputs:
       tag:
-        description: "Release tag (required, e.g. v0.2.0)"
+        description: "Existing tag to release (e.g. v0.2.0)"
         required: true
         type: string
       prerelease:
@@ -24,35 +24,23 @@ on:
         default: true
 
 jobs:
-  create-tag:
-    name: Create Git Tag
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v6
-        with:
-          fetch-depth: 0
-
-      - name: Create and push tag
-        shell: bash
-        env:
-          RELEASE_TAG: ${{ inputs.tag }}
-        run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
-          git tag -a "$RELEASE_TAG" -m "Release $RELEASE_TAG"
-          git push origin "$RELEASE_TAG"
-
   release:
     name: GoReleaser Release
-    needs: create-tag
     runs-on: ubuntu-latest
     permissions:
       contents: write
       packages: write
     steps:
+      - name: Verify tag exists
+        shell: bash
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          if ! gh api "repos/${{ github.repository }}/git/ref/tags/${{ inputs.tag }}" --silent 2>/dev/null; then
+            echo "::error::Tag '${{ inputs.tag }}' does not exist. Create it first using the 'Create Tag' workflow."
+            exit 1
+          fi
+
       - name: Checkout tag
         uses: actions/checkout@v6
         with:
@@ -65,13 +53,18 @@ jobs:
         with:
           go-version-file: go.mod
 
+      - name: Setup pnpm
+        uses: pnpm/action-setup@v6
+        with:
+          version: 10.33.0
+          run_install: false
+
       - name: Setup Node.js
         uses: actions/setup-node@v6
         with:
           node-version: 22
-
-      - name: Setup pnpm
-        run: corepack enable && corepack prepare pnpm@latest --activate
+          cache: pnpm
+          cache-dependency-path: web/frontend/pnpm-lock.yaml
 
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v4
@@ -93,6 +86,9 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
+      - name: Install zip
+        run: sudo apt-get install -y zip
+
       - name: Run GoReleaser
         uses: goreleaser/goreleaser-action@v7
         with:
@@ -104,6 +100,7 @@ jobs:
           GITHUB_REPOSITORY_OWNER: ${{ github.repository_owner }}
           DOCKERHUB_IMAGE_NAME: ${{ vars.DOCKERHUB_REPOSITORY }}
           GOVERSION: ${{ steps.setup-go.outputs.go-version }}
+          INCLUDE_ANDROID_BUNDLE: "true"
           MACOS_SIGN_P12: ${{ secrets.MACOS_SIGN_P12 }}
           MACOS_SIGN_PASSWORD: ${{ secrets.MACOS_SIGN_PASSWORD }}
           MACOS_NOTARY_ISSUER_ID: ${{ secrets.MACOS_NOTARY_ISSUER_ID }}

.github/workflows/stale.yml

@@ -0,0 +1,64 @@
+name: Close stale issues and PRs
+
+on:
+  schedule:
+    # Run daily at 03:00 JST (18:00 UTC)
+    - cron: "0 18 * * *"
+  workflow_dispatch:
+
+permissions:
+  issues: write
+  pull-requests: write
+
+jobs:
+  stale:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Mark and close stale issues and PRs
+        uses: actions/stale@v10
+        with:
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+
+          # ── Issue: 7 days inactive → stale; 7 more days → close ──
+          days-before-issue-stale: 7
+          days-before-issue-close: 7
+          stale-issue-label: "stale"
+          stale-issue-message: >
+            This issue has had no activity for 7 days and has been marked as stale.
+            If it is still relevant, please reply or update; otherwise it will be
+            closed automatically in 7 days.
+          close-issue-message: >
+            This issue has been closed after 14 days of inactivity.
+            If it is still needed, feel free to reopen it anytime.
+          close-issue-reason: "not_planned"
+
+          # ── PR: 7 days inactive → stale; 7 more days → close ──
+          days-before-pr-stale: 7
+          days-before-pr-close: 7
+          stale-pr-label: "stale"
+          stale-pr-message: >
+            This PR has had no activity for 7 days and has been marked as stale.
+            If you are still working on it, please push an update or leave a comment;
+            otherwise it will be closed automatically in 7 days.
+          close-pr-message: >
+            This PR has been closed after 14 days of inactivity.
+            If you would like to continue, feel free to reopen it or submit a new PR.
+
+          # ── Protected labels (exempt from stale processing) ──
+          exempt-issue-labels: "pinned,keep-open,wip,do-not-close,type: roadmap"
+          exempt-pr-labels: "pinned,keep-open,wip,do-not-close,type: roadmap"
+
+          # ── Exempt draft PRs ──
+          exempt-draft-pr: true
+
+          # ── Remove stale label when activity resumes ──
+          remove-stale-when-updated: true
+          remove-issue-stale-when-updated: true
+          remove-pr-stale-when-updated: true
+
+          # ── Scan oldest items first so old stale items are not starved ──
+          ascending: true
+
+          # ── Throttle: max operations per run ──
+          operations-per-run: 500

.gitignore

@@ -55,6 +55,10 @@ dist/
 
 # Windows Application Icon/Resource
 *.syso
+.cache/
+web/frontend/.pnpm-store/
+_tmp_*
+web/frontend/_tmp_*
 
 # Test telegram integration
 cmd/telegram/
@@ -67,3 +71,5 @@ web/backend/dist/*
 .claude/
 
 docker/data
+
+.omc/

.golangci.yaml

@@ -12,6 +12,7 @@ linters:
     - exhaustruct
     - funcorder
     - gochecknoglobals
+    - gosmopolitan  # Project legitimately uses CJK text in tests (FTS5, token counting)
     - godot
     - intrange
     - ireturn
@@ -61,6 +62,9 @@ linters:
     - usestdlibvars
     - usetesting
   settings:
+    gomoddirectives:
+      replace-allow-list:
+        - github.com/bwmarrin/discordgo
     errcheck:
       check-type-assertions: true
       check-blank: true

.goreleaser.yaml

@@ -9,11 +9,10 @@ git:
 
 before:
   hooks:
-    - go mod tidy
     - go generate ./...
-    - sh -c 'cd web/frontend && pnpm install && pnpm build:backend'
-    - go install github.com/tc-hib/go-winres@latest
-    - go-winres make --in web/backend/winres/winres.json --out web/backend/rsrc --product-version={{ .Version }} --file-version={{ .Version }}
+    - sh -c 'cd web/frontend && CI=true pnpm install --frozen-lockfile && pnpm build:backend'
+    - sh -c 'GOBIN="$(go env GOPATH)/bin"; mkdir -p "$GOBIN"; go install github.com/tc-hib/go-winres@v0.3.3 && "$GOBIN/go-winres" make --in web/backend/winres/winres.json --out web/backend/rsrc --product-version={{ .Version }} --file-version={{ .Version }}'
+    - sh -c 'if [ "${INCLUDE_ANDROID_BUNDLE:-}" = "true" ]; then make build-android-bundle; fi'
 
 builds:
   - id: picoclaw
@@ -27,7 +26,7 @@ builds:
       - -X github.com/sipeed/picoclaw/pkg/config.Version={{ .Version }}
       - -X github.com/sipeed/picoclaw/pkg/config.GitCommit={{ .ShortCommit }}
       - -X github.com/sipeed/picoclaw/pkg/config.BuildTime={{ .Date }}
-      - -X github.com/sipeed/picoclaw/pkg/config.GoVersion={{ .Env.GOVERSION }}
+      - -X github.com/sipeed/picoclaw/pkg/config.GoVersion={{ with index .Env "GOVERSION" }}{{ . }}{{ else }}unknown{{ end }}
     goos:
       - linux
       - windows
@@ -67,6 +66,10 @@ builds:
       - stdjson
     ldflags:
       - -s -w
+      - -X github.com/sipeed/picoclaw/pkg/config.Version={{ .Version }}
+      - -X github.com/sipeed/picoclaw/pkg/config.GitCommit={{ .ShortCommit }}
+      - -X github.com/sipeed/picoclaw/pkg/config.BuildTime={{ .Date }}
+      - -X github.com/sipeed/picoclaw/pkg/config.GoVersion={{ with index .Env "GOVERSION" }}{{ . }}{{ else }}unknown{{ end }}
     goos:
       - linux
       - windows
@@ -97,45 +100,6 @@ builds:
       - goos: netbsd
         goarch: arm
 
-  - id: picoclaw-launcher-tui
-    binary: picoclaw-launcher-tui
-    env:
-      - CGO_ENABLED=0
-    tags:
-      - goolm
-      - stdjson
-    ldflags:
-      - -s -w
-    goos:
-      - linux
-      - windows
-      - darwin
-      - freebsd
-      - netbsd
-    goarch:
-      - amd64
-      - arm64
-      - riscv64
-      - loong64
-      - arm
-      - s390x
-      - mipsle
-    goarm:
-      - "6"
-      - "7"
-    gomips:
-      - softfloat
-    main: ./cmd/picoclaw-launcher-tui
-    ignore:
-      - goos: windows
-        goarch: arm
-      - goos: netbsd
-        goarch: s390x
-      - goos: netbsd
-        goarch: mips64
-      - goos: netbsd
-        goarch: arm
-
 dockers_v2:
   - id: picoclaw
     dockerfile: docker/Dockerfile.goreleaser
@@ -159,7 +123,6 @@ dockers_v2:
     ids:
       - picoclaw
       - picoclaw-launcher
-      - picoclaw-launcher-tui
     images:
       - "ghcr.io/{{ .Env.GITHUB_REPOSITORY_OWNER }}/picoclaw"
       - 'docker.io/{{ .Env.DOCKERHUB_IMAGE_NAME }}'
@@ -177,7 +140,6 @@ notarize:
       ids:
         - picoclaw
         - picoclaw-launcher
-        - picoclaw-launcher-tui
       sign:
         certificate: "{{.Env.MACOS_SIGN_P12}}"
         password: "{{.Env.MACOS_SIGN_PASSWORD}}"
@@ -208,7 +170,6 @@ nfpms:
     ids:
       - picoclaw
       - picoclaw-launcher
-      - picoclaw-launcher-tui
     package_name: picoclaw
     file_name_template: >-
       {{ .PackageName }}_
@@ -245,6 +206,8 @@ changelog:
 
 release:
   disable: '{{ isEnvSet "NIGHTLY_BUILD" }}'
+  extra_files:
+    - glob: ./build/picoclaw-android-universal.zip
   footer: >-
 
     ---

CONTRIBUTING.md

@@ -35,6 +35,8 @@ We are committed to maintaining a welcoming and respectful community. Be kind, c
 
 For substantial new features, please open an issue first to discuss the design before writing code. This prevents wasted effort and ensures alignment with the project's direction.
 
+For documentation contributions, prefer the layout and naming conventions in [`docs/README.md`](docs/README.md). Run `make lint-docs` after adding or moving Markdown files to catch common consistency issues early.
+
 ---
 
 ## Getting Started
@@ -64,7 +66,7 @@ For substantial new features, please open an issue first to discuss the design b
 ```bash
 make build       # Build binary (runs go generate first)
 make generate    # Run go generate only
-make check       # Full pre-commit check: deps + fmt + vet + test
+make check       # Full pre-commit check: deps + fmt + vet + test + docs consistency checks
 ```
 
 ### Running Tests
@@ -81,9 +83,10 @@ go test -bench=. -benchmem -run='^$' ./...  # Run benchmarks
 make fmt   # Format code
 make vet   # Static analysis
 make lint  # Full linter run
+make lint-docs  # Check common documentation layout and naming conventions
 ```
 
-All CI checks must pass before a PR can be merged. Run `make check` locally before pushing to catch issues early.
+All CI checks must pass before a PR can be merged. Run `make check` locally before pushing to catch issues early, including the common docs consistency checks from `make lint-docs`.
 
 ---
 
@@ -108,7 +111,7 @@ Use descriptive branch names, e.g. `fix/telegram-timeout`, `feat/ollama-provider
 - Reference the related issue when relevant: `Fix session leak (#123)`.
 - Keep commits focused. One logical change per commit is preferred.
 - For minor cleanups or typo fixes, squash them into a single commit before opening a PR.
-- Refer to https://www.conventionalcommits.org/zh-hans/v1.0.0/
+- Refer to [Conventional Commits](https://www.conventionalcommits.org/en/v1.0.0/)
 
 ### Keeping Up to Date
 

Makefile

@@ -1,24 +1,49 @@
-.PHONY: all build install uninstall clean help test
+.PHONY: all build install uninstall clean help test build-all lint-docs
 
 # Build variables
 BINARY_NAME=picoclaw
 BUILD_DIR=build
 CMD_DIR=cmd/$(BINARY_NAME)
 MAIN_GO=$(CMD_DIR)/main.go
+EXT=
+
+ifeq ($(OS),Windows_NT)
+	POWERSHELL=powershell -NoProfile -Command
+	WINDOWS_GOARCH_RAW:=$(strip $(shell go env GOARCH 2>NUL))
+endif
 
 # Version
-VERSION?=$(shell git describe --tags --always --dirty 2>/dev/null || echo "dev")
-GIT_COMMIT=$(shell git rev-parse --short=8 HEAD 2>/dev/null || echo "dev")
-BUILD_TIME=$(shell date +%FT%T%z)
-GO_VERSION=$(shell $(GO) version | awk '{print $$3}')
+ifeq ($(OS),Windows_NT)
+	VERSION_RAW:=$(strip $(shell git describe --tags --always --dirty 2>NUL))
+	GIT_COMMIT_RAW:=$(strip $(shell git rev-parse --short=8 HEAD 2>NUL))
+	BUILD_TIME_RAW:=$(strip $(shell powershell -NoProfile -Command "Get-Date -Format 'yyyy-MM-ddTHH:mm:ssK'"))
+	GO_VERSION_RAW:=$(strip $(shell go env GOVERSION 2>NUL))
+else
+	VERSION_RAW:=$(strip $(shell git describe --tags --always --dirty 2>/dev/null))
+	GIT_COMMIT_RAW:=$(strip $(shell git rev-parse --short=8 HEAD 2>/dev/null))
+	BUILD_TIME_RAW:=$(strip $(shell date +%FT%T%z))
+	GO_VERSION_RAW:=$(strip $(shell go env GOVERSION 2>/dev/null))
+endif
+VERSION?=$(if $(VERSION_RAW),$(VERSION_RAW),dev)
+GIT_COMMIT=$(if $(GIT_COMMIT_RAW),$(GIT_COMMIT_RAW),dev)
+BUILD_TIME=$(if $(BUILD_TIME_RAW),$(BUILD_TIME_RAW),dev)
+GO_VERSION=$(if $(GO_VERSION_RAW),$(GO_VERSION_RAW),unknown)
 CONFIG_PKG=github.com/sipeed/picoclaw/pkg/config
 LDFLAGS=-X $(CONFIG_PKG).Version=$(VERSION) -X $(CONFIG_PKG).GitCommit=$(GIT_COMMIT) -X $(CONFIG_PKG).BuildTime=$(BUILD_TIME) -X $(CONFIG_PKG).GoVersion=$(GO_VERSION) -s -w
 
 # Go variables
-GO?=CGO_ENABLED=0 go
+GO?=go
 WEB_GO?=$(GO)
+CGO_ENABLED?=0
 GO_BUILD_TAGS?=goolm,stdjson
 GOFLAGS?=-v -tags $(GO_BUILD_TAGS)
+GOCACHE?=$(CURDIR)/.cache/go-build
+GOMODCACHE?=$(CURDIR)/.cache/go-mod
+GOTOOLCHAIN?=local
+export CGO_ENABLED
+export GOCACHE
+export GOMODCACHE
+export GOTOOLCHAIN
 comma:=,
 empty:=
 space:=$(empty) $(empty)
@@ -69,9 +94,24 @@ WORKSPACE_DIR?=$(PICOCLAW_HOME)/workspace
 WORKSPACE_SKILLS_DIR=$(WORKSPACE_DIR)/skills
 BUILTIN_SKILLS_DIR=$(CURDIR)/skills
 
+LNCMD=ln -sf
+
 # OS detection
-UNAME_S:=$(shell uname -s)
-UNAME_M:=$(shell uname -m)
+ifeq ($(OS),Windows_NT)
+	UNAME_S=Windows
+	ifeq ($(WINDOWS_GOARCH_RAW),amd64)
+		UNAME_M=x86_64
+	else ifeq ($(WINDOWS_GOARCH_RAW),arm64)
+		UNAME_M=arm64
+	else ifeq ($(WINDOWS_GOARCH_RAW),386)
+		UNAME_M=x86
+	else
+		UNAME_M=$(if $(WINDOWS_GOARCH_RAW),$(WINDOWS_GOARCH_RAW),x86_64)
+	endif
+else
+	UNAME_S?=$(shell uname -s)
+	UNAME_M?=$(shell uname -m)
+endif
 
 # Platform-specific settings
 ifeq ($(UNAME_S),Linux)
@@ -93,17 +133,54 @@ ifeq ($(UNAME_S),Linux)
 	endif
 else ifeq ($(UNAME_S),Darwin)
 	PLATFORM=darwin
-	WEB_GO=CGO_ENABLED=1 go
+	WEB_GO=CGO_LDFLAGS="-mmacosx-version-min=10.11" CGO_CFLAGS="-mmacosx-version-min=10.11" CGO_ENABLED=1 go
 	ifeq ($(UNAME_M),x86_64)
-		ARCH=amd64
+		ARCH?=amd64
 	else ifeq ($(UNAME_M),arm64)
-		ARCH=arm64
+		ARCH?=arm64
 	else
-		ARCH=$(UNAME_M)
+		ARCH?=$(UNAME_M)
 	endif
 else
 	PLATFORM=$(UNAME_S)
-	ARCH=$(UNAME_M)
+	ifeq ($(UNAME_M),x86_64)
+		ARCH?=amd64
+	else
+	    ARCH?=$(UNAME_M)
+	endif
+	# Detect Windows (Git Bash / MSYS2)
+    IS_WINDOWS:=$(if $(findstring MINGW,$(UNAME_S)),yes,$(if $(findstring MSYS,$(UNAME_S)),yes,$(if $(findstring CYGWIN,$(UNAME_S)),yes,no)))
+	ifeq ($(IS_WINDOWS),yes)
+	    EXT=.exe
+	    LNCMD=cp
+	else ifeq ($(UNAME_S),windows) # failsafe for force windows build in other OS using UNAME_S=windows
+		EXT=.exe
+	endif
+
+endif
+
+ifeq ($(OS),Windows_NT)
+	PLATFORM=windows
+	ifeq ($(UNAME_M),x86_64)
+		ARCH?=amd64
+	else ifeq ($(UNAME_M),arm64)
+		ARCH?=arm64
+	else
+		ARCH?=$(UNAME_M)
+	endif
+	EXT=.exe
+endif
+
+ifneq ($(strip $(GOOS)),)
+	PLATFORM:=$(GOOS)
+endif
+
+ifneq ($(strip $(GOARCH)),)
+	ARCH:=$(GOARCH)
+endif
+
+ifeq ($(PLATFORM),windows)
+	EXT=.exe
 endif
 
 BINARY_PATH=$(BUILD_DIR)/$(BINARY_NAME)-$(PLATFORM)-$(ARCH)
@@ -114,37 +191,50 @@ all: build
 ## generate: Run generate
 generate:
 	@echo "Run generate..."
+ifeq ($(OS),Windows_NT)
+	@$(POWERSHELL) "if (Test-Path -LiteralPath './$(CMD_DIR)/workspace') { Remove-Item -LiteralPath './$(CMD_DIR)/workspace' -Recurse -Force }"
+	@$(POWERSHELL) "$$env:GOOS=''; $$env:GOARCH=''; $(GO) generate ./..."
+else
 	@rm -r ./$(CMD_DIR)/workspace 2>/dev/null || true
-	@$(GO) generate ./...
+	@GOOS=$$($(GO) env GOHOSTOS) GOARCH=$$($(GO) env GOHOSTARCH) $(GO) generate ./...
+endif
 	@echo "Run generate complete"
 
 ## build: Build the picoclaw binary for current platform
 build: generate
-	@echo "Building $(BINARY_NAME) for $(PLATFORM)/$(ARCH)..."
+	@echo "Building $(BINARY_NAME)$(EXT) for $(PLATFORM)/$(ARCH)..."
+ifeq ($(OS),Windows_NT)
+	@$(POWERSHELL) "New-Item -ItemType Directory -Force -Path '$(BUILD_DIR)' | Out-Null"
+	@$(GO) build $(GOFLAGS) -ldflags "$(LDFLAGS)" -o $(BINARY_PATH)$(EXT) ./$(CMD_DIR)
+	@$(POWERSHELL) "Copy-Item -LiteralPath '$(BINARY_PATH)$(EXT)' -Destination '$(BUILD_DIR)/$(BINARY_NAME)$(EXT)' -Force"
+else
 	@mkdir -p $(BUILD_DIR)
-	@$(GO) build $(GOFLAGS) -ldflags "$(LDFLAGS)" -o $(BINARY_PATH) ./$(CMD_DIR)
-	@echo "Build complete: $(BINARY_PATH)"
-	@ln -sf $(BINARY_NAME)-$(PLATFORM)-$(ARCH) $(BUILD_DIR)/$(BINARY_NAME)
+	@GOOS=$(PLATFORM) GOARCH=$(ARCH) $(GO) build $(GOFLAGS) -ldflags "$(LDFLAGS)" -o $(BINARY_PATH)$(EXT) ./$(CMD_DIR)
+	@echo "Build complete: $(BINARY_PATH)$(EXT)"
+	@$(LNCMD) $(BINARY_NAME)-$(PLATFORM)-$(ARCH)$(EXT) $(BUILD_DIR)/$(BINARY_NAME)$(EXT)
+endif
+	@echo "Build complete: $(BUILD_DIR)/$(BINARY_NAME)$(EXT)"
 
 ## build-launcher: Build the picoclaw-launcher (web console) binary
 build-launcher:
 	@echo "Building picoclaw-launcher for $(PLATFORM)/$(ARCH)..."
+ifeq ($(OS),Windows_NT)
+	@$(POWERSHELL) "New-Item -ItemType Directory -Force -Path '$(BUILD_DIR)' | Out-Null"
+	@$(MAKE) -C web build PLATFORM="$(PLATFORM)" ARCH="$(ARCH)" EXT="$(EXT)" OUTPUT="$(CURDIR)/$(BUILD_DIR)/picoclaw-launcher-$(PLATFORM)-$(ARCH)$(EXT)" GO_BUILD_TAGS="$(GO_BUILD_TAGS)"
+	@$(POWERSHELL) "Copy-Item -LiteralPath '$(BUILD_DIR)/picoclaw-launcher-$(PLATFORM)-$(ARCH)$(EXT)' -Destination '$(BUILD_DIR)/picoclaw-launcher$(EXT)' -Force"
+else
 	@mkdir -p $(BUILD_DIR)
-	@if [ ! -f web/backend/dist/index.html ]; then \
-		echo "Building frontend..."; \
-		cd web/frontend && pnpm install && pnpm build:backend; \
-	fi
-	@$(WEB_GO) build $(GOFLAGS) -o $(BUILD_DIR)/picoclaw-launcher-$(PLATFORM)-$(ARCH) ./web/backend
-	@ln -sf picoclaw-launcher-$(PLATFORM)-$(ARCH) $(BUILD_DIR)/picoclaw-launcher
-	@echo "Build complete: $(BUILD_DIR)/picoclaw-launcher"
+	@GOOS=$(PLATFORM) GOARCH=$(ARCH) $(MAKE) -C web build \
+		OUTPUT="$(CURDIR)/$(BUILD_DIR)/picoclaw-launcher-$(PLATFORM)-$(ARCH)$(EXT)" \
+		WEB_GO='$(WEB_GO)' \
+		GO_BUILD_TAGS='$(GO_BUILD_TAGS)' \
+		LDFLAGS='$(LDFLAGS)'
+	@$(LNCMD) picoclaw-launcher-$(PLATFORM)-$(ARCH)$(EXT) $(BUILD_DIR)/picoclaw-launcher$(EXT)
+endif
+	@echo "Build complete: $(BUILD_DIR)/picoclaw-launcher$(EXT)"
 
-## build-launcher-tui: Build the picoclaw-launcher TUI binary
-build-launcher-tui:
-	@echo "Building picoclaw-launcher-tui for $(PLATFORM)/$(ARCH)..."
-	@mkdir -p $(BUILD_DIR)
-	@$(GO) build $(GOFLAGS) -o $(BUILD_DIR)/picoclaw-launcher-tui-$(PLATFORM)-$(ARCH) ./cmd/picoclaw-launcher-tui
-	@ln -sf picoclaw-launcher-tui-$(PLATFORM)-$(ARCH) $(BUILD_DIR)/picoclaw-launcher-tui
-	@echo "Build complete: $(BUILD_DIR)/picoclaw-launcher-tui"
+build-launcher-frontend:
+	@$(MAKE) -C web build-frontend
 
 ## build-whatsapp-native: Build with WhatsApp native (whatsmeow) support; larger binary
 build-whatsapp-native: generate
@@ -186,11 +276,44 @@ build-linux-mipsle: generate
 	$(call PATCH_MIPS_FLAGS,$(BUILD_DIR)/$(BINARY_NAME)-linux-mipsle)
 	@echo "Build complete: $(BUILD_DIR)/$(BINARY_NAME)-linux-mipsle"
 
+## build-android-arm64: Build core for Android ARM64
+build-android-arm64: generate
+	@echo "Building for android/arm64..."
+	@mkdir -p $(BUILD_DIR)
+	GOOS=android GOARCH=arm64 $(GO) build -tags stdjson -ldflags "$(LDFLAGS)" -o $(BUILD_DIR)/$(BINARY_NAME)-android-arm64 ./$(CMD_DIR)
+	@echo "Build complete: $(BUILD_DIR)/$(BINARY_NAME)-android-arm64"
+
+## build-launcher-android-arm64: Build launcher for Android ARM64
+build-launcher-android-arm64:
+	@echo "Building picoclaw-launcher for android/arm64..."
+	@mkdir -p $(BUILD_DIR)
+	@$(MAKE) -C web build-android-arm64 \
+		OUTPUT_ANDROID_ARM64="$(CURDIR)/$(BUILD_DIR)/picoclaw-launcher-android-arm64" \
+		GO='$(GO)' \
+		LDFLAGS='$(LDFLAGS)'
+	@echo "Build complete: $(BUILD_DIR)/picoclaw-launcher-android-arm64"
+
+## build-android-bundle: Build core and launcher for all Android architectures and package as universal zip
+build-android-bundle: generate
+	@echo "Building core for all Android architectures..."
+	@mkdir -p $(BUILD_DIR)
+	GOOS=android GOARCH=arm64 $(GO) build -tags stdjson -ldflags "$(LDFLAGS)" -o $(BUILD_DIR)/$(BINARY_NAME)-android-arm64 ./$(CMD_DIR)
+	@echo "Building launcher for Android arm64..."
+	@$(MAKE) build-launcher-android-arm64
+	@echo "Staging JNI libs..."
+	@rm -rf $(BUILD_DIR)/android-staging
+	@mkdir -p $(BUILD_DIR)/android-staging/arm64-v8a
+	@cp $(BUILD_DIR)/$(BINARY_NAME)-android-arm64 $(BUILD_DIR)/android-staging/arm64-v8a/libpicoclaw.so
+	@cp $(BUILD_DIR)/picoclaw-launcher-android-arm64 $(BUILD_DIR)/android-staging/arm64-v8a/libpicoclaw-web.so
+	@cd $(BUILD_DIR)/android-staging && zip -r ../picoclaw-android-universal.zip .
+	@rm -rf $(BUILD_DIR)/android-staging
+	@echo "All Android builds complete: $(BUILD_DIR)/picoclaw-android-universal.zip"
+
 ## build-pi-zero: Build for Raspberry Pi Zero 2 W (32-bit and 64-bit)
 build-pi-zero: build-linux-arm build-linux-arm64
 	@echo "Pi Zero 2 W builds: $(BUILD_DIR)/$(BINARY_NAME)-linux-arm (32-bit), $(BUILD_DIR)/$(BINARY_NAME)-linux-arm64 (64-bit)"
 
-## build-all: Build picoclaw for all platforms
+## build-all: Build the picoclaw core binary for all Makefile-managed platforms
 build-all: generate
 	@echo "Building for multiple platforms..."
 	@mkdir -p $(BUILD_DIR)
@@ -207,7 +330,7 @@ build-all: generate
 	GOOS=windows GOARCH=amd64 $(GO) build $(GOFLAGS) -ldflags "$(LDFLAGS)" -o $(BUILD_DIR)/$(BINARY_NAME)-windows-amd64.exe ./$(CMD_DIR)
 	GOOS=netbsd GOARCH=amd64 $(GO) build $(GOFLAGS) -ldflags "$(LDFLAGS)" -o $(BUILD_DIR)/$(BINARY_NAME)-netbsd-amd64 ./$(CMD_DIR)
 	GOOS=netbsd GOARCH=arm64 $(GO) build $(GOFLAGS) -ldflags "$(LDFLAGS)" -o $(BUILD_DIR)/$(BINARY_NAME)-netbsd-arm64 ./$(CMD_DIR)
-	@echo "All builds complete"
+	@echo "Core builds complete"
 
 ## install: Install picoclaw to system and copy builtin skills
 install: build
@@ -238,7 +361,11 @@ uninstall-all:
 ## clean: Remove build artifacts
 clean:
 	@echo "Cleaning build artifacts..."
+ifeq ($(OS),Windows_NT)
+	@$(POWERSHELL) "if (Test-Path -LiteralPath '$(BUILD_DIR)') { Remove-Item -LiteralPath '$(BUILD_DIR)' -Recurse -Force }"
+else
 	@rm -rf $(BUILD_DIR)
+endif
 	@echo "Clean complete"
 
 ## vet: Run go vet for static analysis
@@ -256,9 +383,14 @@ test: generate
 fmt:
 	@$(GOLANGCI_LINT) fmt
 
+## lint-docs: Check common documentation layout and naming conventions
+lint-docs:
+	@./scripts/lint-docs.sh
+
 ## lint: Run linters
 lint:
 	@$(GOLANGCI_LINT) run --build-tags $(GO_BUILD_TAGS)
+	@./scripts/lint-docs.sh
 
 ## fix: Fix linting issues
 fix:
@@ -274,8 +406,8 @@ update-deps:
 	@$(GO) get -u ./...
 	@$(GO) mod tidy
 
-## check: Run vet, fmt, and verify dependencies
-check: deps fmt vet test
+## check: Run deps, fmt, vet, tests, and docs consistency checks
+check: deps fmt vet test lint-docs
 
 ## run: Build and run picoclaw
 run: build
@@ -321,16 +453,34 @@ docker-clean:
 
 
 ## build-macos-app: Build PicoClaw macOS .app bundle (no terminal window)
-build-macos-app:
+build-macos-app:build-launcher
 	@echo "Building macOS .app bundle..."
 	@if [ "$(UNAME_S)" != "Darwin" ]; then \
 		echo "Error: This target is only available on macOS"; \
 		exit 1; \
 	fi
-	@cd web && $(MAKE) build && cd ..
-	@./scripts/build-macos-app.sh $(BINARY_NAME)-$(PLATFORM)-$(ARCH)
+	@./scripts/build-macos-app.sh $(PLATFORM)-$(ARCH)
 	@echo "macOS .app bundle created: $(BUILD_DIR)/PicoClaw.app"
 
+## mem: Build membench, download LOCOMO data (if needed), run benchmark, and show results
+mem:
+	@echo "Building membench..."
+	@mkdir -p $(BUILD_DIR)
+	@$(GO) build -o $(BUILD_DIR)/membench ./cmd/membench
+	@echo "Build complete: $(BUILD_DIR)/membench"
+	@if [ ! -f $(BUILD_DIR)/memdata/locomo10.json ]; then \
+		echo "Downloading LOCOMO dataset..."; \
+		mkdir -p $(BUILD_DIR)/memdata; \
+		curl -sfL "https://raw.githubusercontent.com/snap-research/locomo/main/data/locomo10.json" \
+			-o $(BUILD_DIR)/memdata/locomo10.json && [ -s $(BUILD_DIR)/memdata/locomo10.json ] || { echo "Error: LOCOMO download failed"; exit 1; }; \
+		echo "Download complete"; \
+	else \
+		echo "LOCOMO dataset already exists, skipping download"; \
+	fi
+	@echo "Running benchmark..."
+	@rm -rf $(BUILD_DIR)/memout
+	@$(BUILD_DIR)/membench run --data $(BUILD_DIR)/memdata --out $(BUILD_DIR)/memout --budget 4000
+
 ## help: Show this help message
 help:
 	@echo "picoclaw Makefile"

README.md

@@ -18,7 +18,7 @@
     <a href="https://discord.gg/V4sAZ9XWpN"><img src="https://img.shields.io/badge/Discord-Community-4c60eb?style=flat&logo=discord&logoColor=white" alt="Discord"></a>
   </p>
 
-[中文](README.zh.md) | [日本語](README.ja.md) | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [Français](README.fr.md) | [Italiano](README.it.md) | [Bahasa Indonesia](README.id.md) | [Malay](README.my.md) | **English**
+[中文](docs/project/README.zh.md) | [日本語](docs/project/README.ja.md) | [한국어](docs/project/README.ko.md) | [Português](docs/project/README.pt-br.md) | [Tiếng Việt](docs/project/README.vi.md) | [Français](docs/project/README.fr.md) | [Italiano](docs/project/README.it.md) | [Bahasa Indonesia](docs/project/README.id.md) | [Malay](docs/project/README.ms.md) | **English**
 
 </div>
 
@@ -56,6 +56,8 @@
 
 ## 📢 News
 
+2026-03-31 📱 **Android Support!** PicoClaw now runs on Android! Download the APK at [picoclaw.io](https://picoclaw.io/download)
+
 2026-03-25 🚀 **v0.2.4 Released!** Agent architecture overhaul (SubTurn, Hooks, Steering, EventBus), WeChat/WeCom integration, security hardening (.security.yml, sensitive data filtering), new providers (AWS Bedrock, Azure, Xiaomi MiMo), and 35 bug fixes. PicoClaw has reached **26K Stars**!
 
 2026-03-17 🚀 **v0.2.3 Released!** System tray UI (Windows & Linux), sub-agent status query (`spawn_status`), experimental Gateway hot-reload, Cron security gating, and 2 security fixes. PicoClaw has reached **25K Stars**!
@@ -110,7 +112,7 @@ _*Recent builds may use 10-20MB due to rapid PR merges. Resource optimization is
 
 </div>
 
-> **[Hardware Compatibility List](docs/hardware-compatibility.md)** — See all tested boards, from $5 RISC-V to Raspberry Pi to Android phones. Your board not listed? Submit a PR!
+> **[Hardware Compatibility List](docs/guides/hardware-compatibility.md)** — See all tested boards, from $5 RISC-V to Raspberry Pi to Android phones. Your board not listed? Submit a PR!
 
 <p align="center">
 <img src="assets/hardware-banner.jpg" alt="PicoClaw Hardware Compatibility" width="100%">
@@ -162,22 +164,32 @@ Alternatively, download the binary for your platform from the [GitHub Releases](
 
 ### Build from source (for development)
 
+Prerequisites:
+
+- Go 1.25+
+- Node.js 22+ and pnpm 10.33.0+ for Web UI / launcher builds
+
 ```bash
 git clone https://github.com/sipeed/picoclaw.git
 
 cd picoclaw
 make deps
 
-# Build core binary
+# Install frontend dependencies
+(cd web/frontend && pnpm install --frozen-lockfile)
+
+# Build the core binary for the current platform
 make build
 
-# Build Web UI Launcher (required for WebUI mode)
+# Build the Web UI Launcher (required for WebUI mode)
 make build-launcher
 
-# Build for multiple platforms
+# Build core binaries for all Makefile-managed platforms
 make build-all
 
-# Build for Raspberry Pi Zero 2 W (32-bit: make build-linux-arm; 64-bit: make build-linux-arm64)
+# Build for Raspberry Pi Zero 2 W
+# 32-bit: make build-linux-arm
+# 64-bit: make build-linux-arm64
 make build-pi-zero
 
 # Build and install
@@ -213,7 +225,7 @@ picoclaw-launcher
 <img src="assets/launcher-webui.jpg" alt="WebUI Launcher" width="600">
 </p>
 
-**Getting started:** 
+**Getting started:**
 
 Open the WebUI, then: **1)** Configure a Provider (add your LLM API key) -> **2)** Configure a Channel (e.g., Telegram) -> **3)** Start the Gateway -> **4)** Chat!
 
@@ -279,29 +291,30 @@ After this one-time step, `picoclaw-launcher` will open normally on subsequent l
 
 </details>
 
-### 💻 TUI Launcher (Recommended for Headless / SSH)
-
-The TUI (Terminal UI) Launcher provides a full-featured terminal interface for configuration and management. Ideal for servers, Raspberry Pi, and other headless environments.
-
-```bash
-picoclaw-launcher-tui
-```
-
-<p align="center">
-<img src="assets/launcher-tui.jpg" alt="TUI Launcher" width="600">
-</p>
-
-**Getting started:** 
-
-Use the TUI menus to: **1)** Configure a Provider -> **2)** Configure a Channel -> **3)** Start the Gateway -> **4)** Chat!
-
-For detailed TUI documentation, see [docs.picoclaw.io](https://docs.picoclaw.io).
-
+<a id="-run-on-old-android-phones"></a>
 ### 📱 Android
 
 Give your decade-old phone a second life! Turn it into a smart AI Assistant with PicoClaw.
 
-**Option 1: Termux (available now)**
+**Option 1: APK Install**
+
+Preview:
+
+<table>
+  <tr>
+    <td><img src="assets/fui_main_page.jpg" width="200"></td>
+    <td><img src="assets/fui_web_page.jpg" width="200"></td>
+    <td><img src="assets/fui_log_page.jpg" width="200"></td>
+    <td><img src="assets/fui_setting_page.jpg" width="200"></td>
+  </tr>
+</table>
+
+Download the APK from [picoclaw.io](https://picoclaw.io/download/) and install directly. No Termux required!
+
+**Option 2: Termux**
+
+<details>
+<summary><b>Terminal Launcher (for resource-constrained environments)</b></summary>
 
 1. Install [Termux](https://github.com/termux/termux-app) (download from [GitHub Releases](https://github.com/termux/termux-app/releases), or search in F-Droid / Google Play)
 2. Run the following commands:
@@ -318,13 +331,6 @@ Then follow the Terminal Launcher section below to complete configuration.
 
 <img src="assets/termux.jpg" alt="PicoClaw on Termux" width="512">
 
-**Option 2: APK Install (coming soon)**
-
-A standalone Android APK with built-in WebUI is in development. Stay tuned!
-
-<details>
-<summary><b>Terminal Launcher (for resource-constrained environments)</b></summary>
-
 For minimal environments where only the `picoclaw` core binary is available (no Launcher UI), you can configure everything via the command line and a JSON config file.
 
 **1. Initialize**
@@ -355,8 +361,8 @@ This creates `~/.picoclaw/config.json` and the workspace directory.
 ```
 
 > See `config/config.example.json` in the repo for a complete configuration template with all available options.
-> 
-> Please note: config.example.json format is version 0, with sensitive codes in it, and will be auto migrated to version 1+, then, the config.json will only store insensitive data, the sensitive codes will be stored in .security.yml, if you need manually modify the codes, please see `docs/security_configuration.md` for more details.
+>
+> Please note: config.example.json format is version 0, with sensitive codes in it, and will be auto migrated to version 1+, then, the config.json will only store insensitive data, the sensitive codes will be stored in .security.yml, if you need manually modify the codes, please see `docs/security/security_configuration.md` for more details.
 
 
 **3. Chat**
@@ -435,20 +441,20 @@ PicoClaw supports 30+ LLM providers through the `model_list` configuration. Use
 }
 ```
 
-For full provider configuration details, see [Providers & Models](docs/providers.md).
+For full provider configuration details, see [Providers & Models](docs/guides/providers.md).
 
 </details>
 
 ## 💬 Channels (Chat Apps)
 
-Talk to your PicoClaw through 17+ messaging platforms:
+Talk to your PicoClaw through 18+ messaging platforms:
 
 | Channel | Setup | Protocol | Docs |
 |---------|-------|----------|------|
 | **Telegram** | Easy (bot token) | Long polling | [Guide](docs/channels/telegram/README.md) |
 | **Discord** | Easy (bot token + intents) | WebSocket | [Guide](docs/channels/discord/README.md) |
-| **WhatsApp** | Easy (QR scan or bridge URL) | Native / Bridge | [Guide](docs/chat-apps.md#whatsapp) |
-| **Weixin** | Easy (Native QR scan) | iLink API | [Guide](docs/chat-apps.md#weixin) |
+| **WhatsApp** | Easy (QR scan or bridge URL) | Native / Bridge | [Guide](docs/guides/chat-apps.md#whatsapp) |
+| **Weixin** | Easy (Native QR scan) | iLink API | [Guide](docs/guides/chat-apps.md#weixin) |
 | **QQ** | Easy (AppID + AppSecret) | WebSocket | [Guide](docs/channels/qq/README.md) |
 | **Slack** | Easy (bot + app token) | Socket Mode | [Guide](docs/channels/slack/README.md) |
 | **Matrix** | Medium (homeserver + token) | Sync API | [Guide](docs/channels/matrix/README.md) |
@@ -456,7 +462,8 @@ Talk to your PicoClaw through 17+ messaging platforms:
 | **Feishu / Lark** | Medium (App ID + Secret) | WebSocket/SDK | [Guide](docs/channels/feishu/README.md) |
 | **LINE** | Medium (credentials + webhook) | Webhook | [Guide](docs/channels/line/README.md) |
 | **WeCom** | Easy (QR login or manual) | WebSocket | [Guide](docs/channels/wecom/README.md) |
-| **IRC** | Medium (server + nick) | IRC protocol | [Guide](docs/chat-apps.md#irc) |
+| **VK** | Easy (group token) | Long Poll | [Guide](docs/channels/vk/README.md) |
+| **IRC** | Medium (server + nick) | IRC protocol | [Guide](docs/guides/chat-apps.md#irc) |
 | **OneBot** | Medium (WebSocket URL) | OneBot v11 | [Guide](docs/channels/onebot/README.md) |
 | **MaixCam** | Easy (enable) | TCP socket | [Guide](docs/channels/maixcam/README.md) |
 | **Pico** | Easy (enable) | Native protocol | Built-in |
@@ -464,7 +471,9 @@ Talk to your PicoClaw through 17+ messaging platforms:
 
 > All webhook-based channels share a single Gateway HTTP server (`gateway.host`:`gateway.port`, default `127.0.0.1:18790`). Feishu uses WebSocket/SDK mode and does not use the shared HTTP server.
 
-For detailed channel setup instructions, see [Chat Apps Configuration](docs/chat-apps.md).
+> Log verbosity is controlled by `gateway.log_level` (default: `warn`). Supported values: `debug`, `info`, `warn`, `error`, `fatal`. Can also be set via `PICOCLAW_LOG_LEVEL`. See [Configuration](docs/guides/configuration.md#gateway-log-level) for details.
+
+For detailed channel setup instructions, see [Chat Apps Configuration](docs/guides/chat-apps.md).
 
 ## 🔧 Tools
 
@@ -484,7 +493,7 @@ PicoClaw can search the web to provide up-to-date information. Configure in `too
 
 ### ⚙️ Other Tools
 
-PicoClaw includes built-in tools for file operations, code execution, scheduling, and more. See [Tools Configuration](docs/tools_configuration.md) for details.
+PicoClaw includes built-in tools for file operations, code execution, scheduling, and more. See [Tools Configuration](docs/reference/tools_configuration.md) for details.
 
 ## 🎯 Skills
 
@@ -497,7 +506,7 @@ picoclaw skills search "web scraping"
 picoclaw skills install <skill-name>
 ```
 
-**Configure ClawHub token** (optional, for higher rate limits):
+**Configure skill registries**:
 
 Add to your `config.json`:
 ```json
@@ -507,6 +516,11 @@ Add to your `config.json`:
       "registries": {
         "clawhub": {
           "auth_token": "your-clawhub-token"
+        },
+        "github": {
+          "base_url": "https://github.com",
+          "auth_token": "your-github-token",
+          "proxy": ""
         }
       }
     }
@@ -514,7 +528,9 @@ Add to your `config.json`:
 }
 ```
 
-For more details, see [Tools Configuration - Skills](docs/tools_configuration.md#skills-tool).
+`tools.skills.github.*` is deprecated. Use `tools.skills.registries.github.*` instead.
+
+For more details, see [Tools Configuration - Skills](docs/reference/tools_configuration.md#skills-tool).
 
 ## 🔗 MCP (Model Context Protocol)
 
@@ -537,7 +553,20 @@ PicoClaw natively supports [MCP](https://modelcontextprotocol.io/) — connect a
 }
 ```
 
-For full MCP configuration (stdio, SSE, HTTP transports, Tool Discovery), see [Tools Configuration - MCP](docs/tools_configuration.md#mcp-tool).
+You can manage common MCP setups directly from the CLI instead of editing JSON by hand:
+
+```bash
+picoclaw mcp add filesystem -- npx -y @modelcontextprotocol/server-filesystem /tmp
+picoclaw mcp list
+picoclaw mcp test filesystem
+```
+
+`picoclaw mcp` is a configuration manager: it updates `config.json` under `tools.mcp.servers`, but it does not keep the server process running itself.
+
+Use `picoclaw mcp edit` when you need advanced fields that are not covered by `picoclaw mcp add`.
+For example, `picoclaw mcp add` supports `--deferred` and `--env-file`, while `picoclaw mcp edit` is still useful for direct JSON editing and uncommon MCP settings.
+
+For full MCP configuration (stdio, SSE, HTTP transports, Tool Discovery), see [Tools Configuration - MCP](docs/reference/tools_configuration.md#mcp-tool). For CLI usage and examples, see [MCP Server CLI](docs/reference/mcp-cli.md).
 
 ## <img src="assets/clawdchat-icon.png" width="24" height="24" alt="ClawdChat"> Join the Agent Social Network
 
@@ -557,6 +586,11 @@ Connect PicoClaw to the Agent Social Network simply by sending a single message
 | `picoclaw status`         | Show status                      |
 | `picoclaw version`        | Show version info                |
 | `picoclaw model`          | View or switch the default model |
+| `picoclaw mcp list`       | List configured MCP servers      |
+| `picoclaw mcp add ...`    | Add or update an MCP server entry |
+| `picoclaw mcp test`       | Probe a configured MCP server    |
+| `picoclaw mcp edit`       | Open config for advanced MCP editing |
+| `picoclaw mcp remove`     | Remove an MCP server entry       |
 | `picoclaw cron list`      | List all scheduled jobs          |
 | `picoclaw cron add ...`   | Add a scheduled job              |
 | `picoclaw cron disable`   | Disable a scheduled job          |
@@ -574,23 +608,27 @@ PicoClaw supports scheduled reminders and recurring tasks through the `cron` too
 * **Recurring tasks**: "Remind me every 2 hours" -> triggers every 2 hours
 * **Cron expressions**: "Remind me at 9am daily" -> uses cron expression
 
+See [docs/reference/cron.md](docs/reference/cron.md) for current schedule types, execution modes, command-job gates, and persistence details.
+
 ## 📚 Documentation
 
 For detailed guides beyond this README:
 
 | Topic | Description |
 |-------|-------------|
-| [Docker & Quick Start](docs/docker.md) | Docker Compose setup, Launcher/Agent modes |
-| [Chat Apps](docs/chat-apps.md) | All 17+ channel setup guides |
-| [Configuration](docs/configuration.md) | Environment variables, workspace layout, security sandbox |
-| [Providers & Models](docs/providers.md) | 30+ LLM providers, model routing, model_list configuration |
-| [Spawn & Async Tasks](docs/spawn-tasks.md) | Quick tasks, long tasks with spawn, async sub-agent orchestration |
-| [Hooks](docs/hooks/README.md) | Event-driven hook system: observers, interceptors, approval hooks |
-| [Steering](docs/steering.md) | Inject messages into a running agent loop between tool calls |
-| [SubTurn](docs/subturn.md) | Subagent coordination, concurrency control, lifecycle |
-| [Troubleshooting](docs/troubleshooting.md) | Common issues and solutions |
-| [Tools Configuration](docs/tools_configuration.md) | Per-tool enable/disable, exec policies, MCP, Skills |
-| [Hardware Compatibility](docs/hardware-compatibility.md) | Tested boards, minimum requirements |
+| [Docker & Quick Start](docs/guides/docker.md) | Docker Compose setup, Launcher/Agent modes |
+| [Chat Apps](docs/guides/chat-apps.md) | All 17+ channel setup guides |
+| [Configuration](docs/guides/configuration.md) | Environment variables, workspace layout, security sandbox |
+| [MCP Server CLI](docs/reference/mcp-cli.md) | Add, list, test, edit, and remove MCP server entries from the CLI |
+| [Scheduled Tasks and Cron Jobs](docs/reference/cron.md) | Cron schedule types, deliver modes, command gates, job storage |
+| [Providers & Models](docs/guides/providers.md) | 30+ LLM providers, model routing, model_list configuration |
+| [Spawn & Async Tasks](docs/guides/spawn-tasks.md) | Quick tasks, long tasks with spawn, async sub-agent orchestration |
+| [Hooks](docs/architecture/hooks/README.md) | Event-driven hook system: observers, interceptors, approval hooks |
+| [Steering](docs/architecture/steering.md) | Inject messages into a running agent loop between tool calls |
+| [SubTurn](docs/architecture/subturn.md) | Subagent coordination, concurrency control, lifecycle |
+| [Troubleshooting](docs/operations/troubleshooting.md) | Common issues and solutions |
+| [Tools Configuration](docs/reference/tools_configuration.md) | Per-tool enable/disable, exec policies, MCP, Skills |
+| [Hardware Compatibility](docs/guides/hardware-compatibility.md) | Tested boards, minimum requirements |
 
 ## 🤝 Contribute & Roadmap
 

cmd/membench/eval.go

@@ -0,0 +1,412 @@
+package main
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"log"
+	"os"
+	"path/filepath"
+	"sort"
+	"strings"
+
+	"github.com/sipeed/picoclaw/pkg/seahorse"
+)
+
+// EvalResult holds per-sample evaluation results for one mode.
+type EvalResult struct {
+	Mode      string     `json:"mode"`
+	SampleID  string     `json:"sampleId"`
+	QAResults []QAResult `json:"qaResults"`
+	Agg       AggMetrics `json:"aggregated"`
+}
+
+// QAResult holds metrics for a single QA pair.
+type QAResult struct {
+	Question   string  `json:"question"`
+	Category   int     `json:"category"`
+	GoldAnswer string  `json:"goldAnswer"`
+	TokenF1    float64 `json:"tokenF1"`
+	HitRate    float64 `json:"hitRate"`
+}
+
+// AggMetrics holds aggregated evaluation metrics.
+type AggMetrics struct {
+	OverallF1      float64             `json:"overallF1"`
+	OverallHitRate float64             `json:"overallHitRate"`
+	ByCategory     map[int]*CatMetrics `json:"byCategory"`
+	TotalQuestions int                 `json:"totalQuestions"`
+	ValidF1Count   int                 `json:"validF1Count"`
+}
+
+// CatMetrics holds metrics for a single category.
+type CatMetrics struct {
+	F1            float64 `json:"f1"`
+	HitRate       float64 `json:"hitRate"`
+	QuestionCount int     `json:"questionCount"`
+	ValidF1Count  int     `json:"validF1Count"`
+}
+
+// EvalLegacy evaluates using legacy session store (raw history + budget truncation).
+func EvalLegacy(
+	ctx context.Context,
+	samples []LocomoSample,
+	legacy *LegacyStore,
+	budgetTokens int,
+) []EvalResult {
+	results := make([]EvalResult, 0, len(samples))
+	for si := range samples {
+		sample := &samples[si]
+		history := legacy.GetHistory(sample.SampleID)
+
+		// Convert messages to content strings
+		allContent := make([]string, 0, len(history))
+		for _, msg := range history {
+			allContent = append(allContent, msg.Content)
+		}
+
+		qaResults := make([]QAResult, 0, len(sample.QA))
+		for qi := range sample.QA {
+			qa := &sample.QA[qi]
+			// Budget truncate the full history
+			truncated, _ := BudgetTruncate(allContent, budgetTokens)
+			context := StringListToContent(truncated)
+
+			f1 := TokenOverlapF1(context, qa.AnswerString())
+			hitRate := RecallHitRate(qa.Evidence, sample, context)
+
+			qaResults = append(qaResults, QAResult{
+				Question:   qa.Question,
+				Category:   qa.Category,
+				GoldAnswer: qa.AnswerString(),
+				TokenF1:    f1,
+				HitRate:    hitRate,
+			})
+		}
+
+		results = append(results, EvalResult{
+			Mode:      "legacy",
+			SampleID:  sample.SampleID,
+			QAResults: qaResults,
+			Agg:       aggregateMetrics(qaResults),
+		})
+	}
+	return results
+}
+
+// EvalSeahorse evaluates using seahorse short memory (per-keyword search + expand).
+func EvalSeahorse(
+	ctx context.Context,
+	samples []LocomoSample,
+	ir *SeahorseIngestResult,
+	budgetTokens int,
+) []EvalResult {
+	store := ir.Engine.GetRetrieval().Store()
+	retrieval := ir.Engine.GetRetrieval()
+
+	results := make([]EvalResult, 0, len(samples))
+	for si := range samples {
+		sample := &samples[si]
+		convID, ok := ir.ConvMap[sample.SampleID]
+		if !ok {
+			log.Printf("WARN: no conversation ID for sample %s", sample.SampleID)
+			continue
+		}
+
+		qaResults := make([]QAResult, 0, len(sample.QA))
+		for qi := range sample.QA {
+			qa := &sample.QA[qi]
+			keywords := ExtractKeywords(qa.Question)
+
+			// Search each keyword individually and union results,
+			// tracking best BM25 rank per message for relevance sorting.
+			bestRank := map[int64]float64{}
+			for _, kw := range keywords {
+				searchResults, err := store.SearchMessages(ctx, seahorse.SearchInput{
+					Pattern:        kw,
+					ConversationID: convID,
+					Limit:          20,
+				})
+				if err != nil {
+					log.Printf("WARN: search failed for keyword %q: %v", kw, err)
+					continue
+				}
+				for _, sr := range searchResults {
+					if sr.MessageID > 0 {
+						if prev, ok := bestRank[sr.MessageID]; !ok || sr.Rank < prev {
+							bestRank[sr.MessageID] = sr.Rank
+						}
+					}
+				}
+			}
+			// Sort messageIDs by rank ascending (best/most-negative first).
+			// BudgetTruncate walks from the front, keeping best-ranked messages.
+			// Note: SQLite FTS5 bm25() returns negative values where more
+			// negative = better match.
+			messageIDs := make([]int64, 0, len(bestRank))
+			for id := range bestRank {
+				messageIDs = append(messageIDs, id)
+			}
+			sort.Slice(messageIDs, func(i, j int) bool {
+				return bestRank[messageIDs[i]] < bestRank[messageIDs[j]]
+			})
+
+			// Expand messages to get full content
+			var contentParts []string
+			if len(messageIDs) > 0 {
+				expandResult, err := retrieval.ExpandMessages(ctx, messageIDs)
+				if err != nil {
+					log.Printf("WARN: expand failed for sample %s: %v", sample.SampleID, err)
+				} else {
+					for _, msg := range expandResult.Messages {
+						contentParts = append(contentParts, msg.Content)
+					}
+				}
+			}
+
+			if len(contentParts) == 0 {
+				qaResults = append(qaResults, QAResult{
+					Question:   qa.Question,
+					Category:   qa.Category,
+					GoldAnswer: qa.AnswerString(),
+					TokenF1:    0.0,
+					HitRate:    0.0,
+				})
+				continue
+			}
+
+			// Budget truncate (drop worst-ranked)
+			truncated, _ := BudgetTruncate(contentParts, budgetTokens)
+			context := StringListToContent(truncated)
+
+			f1 := TokenOverlapF1(context, qa.AnswerString())
+			hitRate := RecallHitRate(qa.Evidence, sample, context)
+
+			qaResults = append(qaResults, QAResult{
+				Question:   qa.Question,
+				Category:   qa.Category,
+				GoldAnswer: qa.AnswerString(),
+				TokenF1:    f1,
+				HitRate:    hitRate,
+			})
+		}
+
+		results = append(results, EvalResult{
+			Mode:      "seahorse",
+			SampleID:  sample.SampleID,
+			QAResults: qaResults,
+			Agg:       aggregateMetrics(qaResults),
+		})
+	}
+	return results
+}
+
+// aggregateMetrics computes overall and per-category metrics.
+func aggregateMetrics(qaResults []QAResult) AggMetrics {
+	type catAccum struct {
+		f1Sum        float64
+		f1Count      int
+		hitRateSum   float64
+		hitRateCount int
+	}
+	byCatAcc := map[int]*catAccum{}
+	totalF1 := 0.0
+	totalHitRate := 0.0
+	validF1Count := 0
+	for _, qr := range qaResults {
+		// Skip sentinel -1.0 scores (LLM API/parse failures) from F1 averaging.
+		if qr.TokenF1 >= 0 {
+			totalF1 += qr.TokenF1
+			validF1Count++
+		}
+		totalHitRate += qr.HitRate
+		acc, ok := byCatAcc[qr.Category]
+		if !ok {
+			acc = &catAccum{}
+			byCatAcc[qr.Category] = acc
+		}
+		if qr.TokenF1 >= 0 {
+			acc.f1Sum += qr.TokenF1
+			acc.f1Count++
+		}
+		acc.hitRateSum += qr.HitRate
+		acc.hitRateCount++
+	}
+	nHit := len(qaResults)
+	if nHit == 0 {
+		nHit = 1
+	}
+	byCat := map[int]*CatMetrics{}
+	for cat, acc := range byCatAcc {
+		cm := &CatMetrics{
+			QuestionCount: acc.hitRateCount,
+			ValidF1Count:  acc.f1Count,
+		}
+		if acc.f1Count > 0 {
+			cm.F1 = acc.f1Sum / float64(acc.f1Count)
+		}
+		if acc.hitRateCount > 0 {
+			cm.HitRate = acc.hitRateSum / float64(acc.hitRateCount)
+		}
+		byCat[cat] = cm
+	}
+	var overallF1 float64
+	if validF1Count > 0 {
+		overallF1 = totalF1 / float64(validF1Count)
+	}
+	return AggMetrics{
+		OverallF1:      overallF1,
+		OverallHitRate: totalHitRate / float64(nHit),
+		ByCategory:     byCat,
+		TotalQuestions: len(qaResults),
+		ValidF1Count:   validF1Count,
+	}
+}
+
+// SaveResults writes per-sample eval results to JSON files.
+func SaveResults(results []EvalResult, outDir string) error {
+	if err := os.MkdirAll(outDir, 0o755); err != nil {
+		return fmt.Errorf("create output dir: %w", err)
+	}
+	for _, r := range results {
+		path := filepath.Join(outDir, fmt.Sprintf("eval_%s_%s.json", r.Mode, r.SampleID))
+		data, err := json.MarshalIndent(r, "", "  ")
+		if err != nil {
+			return fmt.Errorf("marshal result: %w", err)
+		}
+		if err := os.WriteFile(path, data, 0o644); err != nil {
+			return fmt.Errorf("write result: %w", err)
+		}
+	}
+	return nil
+}
+
+// SaveAggregated writes a combined results.json with all modes.
+func SaveAggregated(results []EvalResult, outDir string) error {
+	byMode := map[string][]EvalResult{}
+	for _, r := range results {
+		byMode[r.Mode] = append(byMode[r.Mode], r)
+	}
+
+	aggMap := map[string]AggMetrics{}
+	for mode, modeResults := range byMode {
+		aggMap[mode] = computeModeAgg(modeResults)
+	}
+
+	data, err := json.MarshalIndent(aggMap, "", "  ")
+	if err != nil {
+		return err
+	}
+	return os.WriteFile(filepath.Join(outDir, "results.json"), data, 0o644)
+}
+
+// computeModeAgg aggregates results for a single mode using weighted averaging
+// (weighted by question count per sample). All modes must have the same Mode field.
+func computeModeAgg(results []EvalResult) AggMetrics {
+	agg := AggMetrics{ByCategory: map[int]*CatMetrics{}}
+	for _, r := range results {
+		// Backward compat: old eval JSON (token mode) without ValidF1Count → use TotalQuestions.
+		// LLM modes may legitimately have ValidF1Count==0 (all failures).
+		vf1 := r.Agg.ValidF1Count
+		if vf1 == 0 && r.Agg.TotalQuestions > 0 && !strings.HasSuffix(r.Mode, "-llm") {
+			vf1 = r.Agg.TotalQuestions
+		}
+		agg.OverallF1 += r.Agg.OverallF1 * float64(vf1)
+		agg.OverallHitRate += r.Agg.OverallHitRate * float64(r.Agg.TotalQuestions)
+		agg.TotalQuestions += r.Agg.TotalQuestions
+		agg.ValidF1Count += vf1
+		for cat, cm := range r.Agg.ByCategory {
+			existing, ok := agg.ByCategory[cat]
+			if !ok {
+				existing = &CatMetrics{}
+				agg.ByCategory[cat] = existing
+			}
+			cvf1 := cm.ValidF1Count
+			if cvf1 == 0 && cm.QuestionCount > 0 && !strings.HasSuffix(r.Mode, "-llm") {
+				cvf1 = cm.QuestionCount
+			}
+			existing.F1 += cm.F1 * float64(cvf1)
+			existing.HitRate += cm.HitRate * float64(cm.QuestionCount)
+			existing.QuestionCount += cm.QuestionCount
+			existing.ValidF1Count += cvf1
+		}
+	}
+	if agg.ValidF1Count > 0 {
+		agg.OverallF1 /= float64(agg.ValidF1Count)
+	}
+	if agg.TotalQuestions > 0 {
+		agg.OverallHitRate /= float64(agg.TotalQuestions)
+	}
+	for _, cat := range agg.ByCategory {
+		if cat.ValidF1Count > 0 {
+			cat.F1 /= float64(cat.ValidF1Count)
+		}
+		if cat.QuestionCount > 0 {
+			cat.HitRate /= float64(cat.QuestionCount)
+		}
+	}
+	return agg
+}
+
+// printSection prints a single comparison table section.
+func printSection(title string, results []EvalResult) {
+	fmt.Printf("\n--- %s ---\n", title)
+	byMode := map[string][]EvalResult{}
+	for _, r := range results {
+		byMode[r.Mode] = append(byMode[r.Mode], r)
+	}
+
+	modes := map[string]AggMetrics{}
+	for mode, modeResults := range byMode {
+		modes[mode] = computeModeAgg(modeResults)
+	}
+
+	modeKeys := make([]string, 0, len(modes))
+	for k := range modes {
+		modeKeys = append(modeKeys, k)
+	}
+	sort.Strings(modeKeys)
+
+	// Collect all category keys across modes
+	catSet := map[int]bool{}
+	for _, agg := range modes {
+		for cat := range agg.ByCategory {
+			catSet[cat] = true
+		}
+	}
+	cats := make([]int, 0, len(catSet))
+	for cat := range catSet {
+		cats = append(cats, cat)
+	}
+	sort.Ints(cats)
+
+	fmt.Printf("%-10s %-8s %-8s", "Mode", "HitRate", "F1")
+	for _, cat := range cats {
+		fmt.Printf(" %-7s", fmt.Sprintf("C%d", cat))
+	}
+	fmt.Println()
+	fmt.Println(strings.Repeat("-", 10+8+8+7*len(cats)+8))
+
+	for _, mode := range modeKeys {
+		agg := modes[mode]
+		fmt.Printf("%-10s %-8.4f %-8.4f", mode, agg.OverallHitRate, agg.OverallF1)
+		for _, cat := range cats {
+			if cm, ok := agg.ByCategory[cat]; ok {
+				fmt.Printf(" %-7.4f", cm.HitRate)
+			} else {
+				fmt.Printf(" %-7s", "N/A")
+			}
+		}
+		fmt.Println()
+	}
+}
+
+// PrintComparison outputs a human-readable comparison table to stdout.
+func PrintComparison(results []EvalResult, llmResults []EvalResult) {
+	if len(results) > 0 {
+		printSection("No LLM generation", results)
+	}
+	if len(llmResults) > 0 {
+		printSection("With LLM", llmResults)
+	}
+}

cmd/membench/eval_llm.go

@@ -0,0 +1,346 @@
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+	"regexp"
+	"sort"
+	"strconv"
+	"strings"
+	"sync"
+
+	"github.com/sipeed/picoclaw/pkg/seahorse"
+)
+
+const answerSystemPrompt = `You are a helpful assistant. Given conversation context, answer the question concisely and accurately. If the answer is not in the context, say "I don't know". Answer in 1-3 sentences maximum.`
+
+const judgeSystemPrompt = `You are an impartial judge evaluating answer quality.
+Compare the candidate answer against the reference answer.
+Consider semantic equivalence — different wording expressing the same meaning should score high.
+
+Output ONLY a single integer score from 1 to 5:
+1 = completely wrong or irrelevant
+2 = partially related but mostly incorrect
+3 = partially correct, missing key details
+4 = mostly correct with minor omissions
+5 = fully correct, semantically equivalent
+
+Output ONLY the number, nothing else.`
+
+// generateAnswer asks the LLM to answer a question given retrieved context.
+func generateAnswer(ctx context.Context, client *LLMClient, contextText, question string) (string, error) {
+	// Truncate context to avoid exceeding model limits while preserving valid UTF-8.
+	contextRunes := []rune(contextText)
+	if len(contextRunes) > 6000 {
+		contextText = string(contextRunes[:6000]) + "\n... [truncated]"
+	}
+
+	userPrompt := fmt.Sprintf("## Conversation Context\n\n%s\n\n## Question\n\n%s", contextText, question)
+	return client.Complete(ctx, answerSystemPrompt, userPrompt)
+}
+
+// scoreRe matches the first standalone integer 1-5 in the judge response.
+var scoreRe = regexp.MustCompile(`\b([1-5])\b`)
+
+// judgeAnswer asks the LLM to score the candidate answer vs the gold answer.
+// Returns a score from 0.0 to 1.0, or -1.0 on parse failure.
+func judgeAnswer(
+	ctx context.Context,
+	judgeClient *LLMClient,
+	question, goldAnswer, candidateAnswer string,
+) (float64, error) {
+	userPrompt := fmt.Sprintf(
+		"Question: %s\n\nReference Answer: %s\n\nCandidate Answer: %s\n\nScore:",
+		question, goldAnswer, candidateAnswer,
+	)
+
+	response, err := judgeClient.Complete(ctx, judgeSystemPrompt, userPrompt)
+	if err != nil {
+		return -1.0, err
+	}
+
+	response = strings.TrimSpace(response)
+	if m := scoreRe.FindStringSubmatch(response); len(m) == 2 {
+		score, _ := strconv.Atoi(m[1])
+		return float64(score-1) / 4.0, nil // Normalize 1-5 to 0.0-1.0
+	}
+	log.Printf("WARNING: could not parse judge score from: %q, returning -1", response)
+	return -1.0, nil
+}
+
+// qaWork describes one QA evaluation unit.
+type qaWork struct {
+	sampleID    string
+	qaIndex     int
+	globalIndex int
+	totalQA     int
+	qa          *LocomoQA
+	contextText string
+	sample      *LocomoSample
+}
+
+// qaResult collects one QA evaluation output.
+type qaResultOut struct {
+	index  int // position in the flat QA list for ordering
+	result QAResult
+	answer string
+	score  float64
+}
+
+// evalQAWorker processes a single QA item: generate answer + judge score.
+func evalQAWorker(
+	ctx context.Context,
+	w qaWork,
+	answerClient, judgeClient *LLMClient,
+	logPrefix string,
+) qaResultOut {
+	llmAnswer, err := generateAnswer(ctx, answerClient, w.contextText, w.qa.Question)
+	if err != nil {
+		log.Printf("WARN: LLM generation failed for sample %s Q%d: %v", w.sampleID, w.qaIndex, err)
+		llmAnswer = ""
+	}
+
+	score := -1.0
+	if llmAnswer != "" {
+		score, err = judgeAnswer(ctx, judgeClient, w.qa.Question, w.qa.AnswerString(), llmAnswer)
+		if err != nil {
+			log.Printf("WARN: LLM judge failed for sample %s Q%d: %v", w.sampleID, w.qaIndex, err)
+		}
+	}
+
+	hitRate := RecallHitRate(w.qa.Evidence, w.sample, w.contextText)
+
+	log.Printf("[%s] sample=%s q=%d/%d score=%.2f answer=%q",
+		logPrefix, w.sampleID, w.globalIndex, w.totalQA, score, truncateStr(llmAnswer, 80))
+
+	return qaResultOut{
+		index: w.globalIndex,
+		result: QAResult{
+			Question:   w.qa.Question,
+			Category:   w.qa.Category,
+			GoldAnswer: w.qa.AnswerString(),
+			TokenF1:    score,
+			HitRate:    hitRate,
+		},
+		answer: llmAnswer,
+		score:  score,
+	}
+}
+
+// EvalLegacyLLM evaluates legacy store using LLM generation + LLM-as-Judge.
+func EvalLegacyLLM(
+	ctx context.Context,
+	samples []LocomoSample,
+	legacy *LegacyStore,
+	budgetTokens int,
+	answerClient, judgeClient *LLMClient,
+	concurrency int,
+) []EvalResult {
+	if concurrency < 1 {
+		concurrency = 1
+	}
+	totalQA := countTotalQA(samples)
+	results := make([]EvalResult, 0, len(samples))
+
+	for si := range samples {
+		sample := &samples[si]
+		history := legacy.GetHistory(sample.SampleID)
+
+		allContent := make([]string, 0, len(history))
+		for _, msg := range history {
+			allContent = append(allContent, msg.Content)
+		}
+
+		truncated, _ := BudgetTruncate(allContent, budgetTokens)
+		contextText := StringListToContent(truncated)
+
+		qaResults := make([]QAResult, len(sample.QA))
+
+		if concurrency <= 1 {
+			for qi := range sample.QA {
+				out := evalQAWorker(ctx, qaWork{
+					sampleID: sample.SampleID, qaIndex: qi,
+					globalIndex: si*len(sample.QA) + qi + 1, totalQA: totalQA,
+					qa: &sample.QA[qi], contextText: contextText, sample: sample,
+				}, answerClient, judgeClient, "legacy-llm")
+				qaResults[qi] = out.result
+			}
+		} else {
+			sem := make(chan struct{}, concurrency)
+			var wg sync.WaitGroup
+			for qi := range sample.QA {
+				wg.Add(1)
+				go func() {
+					defer wg.Done()
+					sem <- struct{}{}
+					defer func() { <-sem }()
+					out := evalQAWorker(ctx, qaWork{
+						sampleID: sample.SampleID, qaIndex: qi,
+						globalIndex: si*len(sample.QA) + qi + 1, totalQA: totalQA,
+						qa: &sample.QA[qi], contextText: contextText, sample: sample,
+					}, answerClient, judgeClient, "legacy-llm")
+					qaResults[qi] = out.result // safe: each goroutine writes distinct index
+				}()
+			}
+			wg.Wait()
+		}
+
+		results = append(results, EvalResult{
+			Mode:      "legacy-llm",
+			SampleID:  sample.SampleID,
+			QAResults: qaResults,
+			Agg:       aggregateMetrics(qaResults),
+		})
+	}
+	return results
+}
+
+// buildSeahorseContext retrieves context for a seahorse QA item.
+func buildSeahorseContext(
+	ctx context.Context,
+	ir *SeahorseIngestResult,
+	sample *LocomoSample,
+	qa *LocomoQA,
+	budgetTokens int,
+) string {
+	store := ir.Engine.GetRetrieval().Store()
+	retrieval := ir.Engine.GetRetrieval()
+	convID := ir.ConvMap[sample.SampleID]
+
+	keywords := ExtractKeywords(qa.Question)
+	bestRank := map[int64]float64{}
+	for _, kw := range keywords {
+		searchResults, err := store.SearchMessages(ctx, seahorse.SearchInput{
+			Pattern:        kw,
+			ConversationID: convID,
+			Limit:          20,
+		})
+		if err != nil {
+			continue
+		}
+		for _, sr := range searchResults {
+			if sr.MessageID > 0 {
+				if prev, ok := bestRank[sr.MessageID]; !ok || sr.Rank < prev {
+					bestRank[sr.MessageID] = sr.Rank
+				}
+			}
+		}
+	}
+
+	messageIDs := make([]int64, 0, len(bestRank))
+	for id := range bestRank {
+		messageIDs = append(messageIDs, id)
+	}
+	sort.Slice(messageIDs, func(i, j int) bool {
+		return bestRank[messageIDs[i]] < bestRank[messageIDs[j]]
+	})
+
+	var contentParts []string
+	if len(messageIDs) > 0 {
+		expandResult, err := retrieval.ExpandMessages(ctx, messageIDs)
+		if err == nil {
+			for _, msg := range expandResult.Messages {
+				contentParts = append(contentParts, msg.Content)
+			}
+		}
+	}
+	if len(contentParts) == 0 {
+		return ""
+	}
+	truncated, _ := BudgetTruncate(contentParts, budgetTokens)
+	return StringListToContent(truncated)
+}
+
+// EvalSeahorseLLM evaluates seahorse retrieval using LLM generation + LLM-as-Judge.
+func EvalSeahorseLLM(
+	ctx context.Context,
+	samples []LocomoSample,
+	ir *SeahorseIngestResult,
+	budgetTokens int,
+	answerClient, judgeClient *LLMClient,
+	concurrency int,
+) []EvalResult {
+	if concurrency < 1 {
+		concurrency = 1
+	}
+	totalQA := countTotalQA(samples)
+	results := make([]EvalResult, 0, len(samples))
+
+	for si := range samples {
+		sample := &samples[si]
+		if _, ok := ir.ConvMap[sample.SampleID]; !ok {
+			log.Printf("WARN: no conversation ID for sample %s", sample.SampleID)
+			continue
+		}
+
+		qaResults := make([]QAResult, len(sample.QA))
+
+		evalOne := func(qi int) {
+			qa := &sample.QA[qi]
+			contextText := buildSeahorseContext(ctx, ir, sample, qa, budgetTokens)
+			if contextText == "" {
+				qaResults[qi] = QAResult{
+					Question:   qa.Question,
+					Category:   qa.Category,
+					GoldAnswer: qa.AnswerString(),
+					TokenF1:    0.0,
+					HitRate:    0.0,
+				}
+				log.Printf("[seahorse-llm] sample=%s q=%d/%d score=0.00 answer=(no context)",
+					sample.SampleID, si*len(sample.QA)+qi+1, totalQA)
+				return
+			}
+			out := evalQAWorker(ctx, qaWork{
+				sampleID: sample.SampleID, qaIndex: qi,
+				globalIndex: si*len(sample.QA) + qi + 1, totalQA: totalQA,
+				qa: qa, contextText: contextText, sample: sample,
+			}, answerClient, judgeClient, "seahorse-llm")
+			qaResults[qi] = out.result
+		}
+
+		if concurrency <= 1 {
+			for qi := range sample.QA {
+				evalOne(qi)
+			}
+		} else {
+			sem := make(chan struct{}, concurrency)
+			var wg sync.WaitGroup
+			for qi := range sample.QA {
+				wg.Add(1)
+				go func() {
+					defer wg.Done()
+					sem <- struct{}{}
+					defer func() { <-sem }()
+					evalOne(qi)
+				}()
+			}
+			wg.Wait()
+		}
+
+		results = append(results, EvalResult{
+			Mode:      "seahorse-llm",
+			SampleID:  sample.SampleID,
+			QAResults: qaResults,
+			Agg:       aggregateMetrics(qaResults),
+		})
+	}
+	return results
+}
+
+func countTotalQA(samples []LocomoSample) int {
+	n := 0
+	for i := range samples {
+		n += len(samples[i].QA)
+	}
+	return n
+}
+
+func truncateStr(s string, maxLen int) string {
+	s = strings.ReplaceAll(s, "\n", " ")
+	runes := []rune(s)
+	if len(runes) > maxLen {
+		return string(runes[:maxLen]) + "..."
+	}
+	return s
+}

cmd/membench/eval_test.go

@@ -0,0 +1,182 @@
+package main
+
+import (
+	"math"
+	"testing"
+)
+
+func TestComputeModeAggAllCategories(t *testing.T) {
+	results := []EvalResult{
+		{
+			Mode:     "test",
+			SampleID: "s1",
+			QAResults: []QAResult{
+				{Category: 1, TokenF1: 0.5, HitRate: 0.8},
+				{Category: 2, TokenF1: 0.3, HitRate: 0.6},
+				{Category: 3, TokenF1: 0.1, HitRate: 0.4},
+				{Category: 4, TokenF1: 0.7, HitRate: 0.9},
+				{Category: 5, TokenF1: 0.2, HitRate: 0.1},
+			},
+		},
+	}
+	for i := range results {
+		results[i].Agg = aggregateMetrics(results[i].QAResults)
+	}
+
+	got := computeModeAgg(results)
+
+	// Should have all 5 categories
+	for cat := 1; cat <= 5; cat++ {
+		cm, ok := got.ByCategory[cat]
+		if !ok {
+			t.Errorf("ByCategory missing category %d", cat)
+			continue
+		}
+		if cm.QuestionCount != 1 {
+			t.Errorf("ByCategory[%d].QuestionCount = %d, want 1", cat, cm.QuestionCount)
+		}
+	}
+
+	// Verify specific F1 values per category
+	wantF1 := map[int]float64{1: 0.5, 2: 0.3, 3: 0.1, 4: 0.7, 5: 0.2}
+	for cat, want := range wantF1 {
+		if cm, ok := got.ByCategory[cat]; ok {
+			if math.Abs(cm.F1-want) > 1e-9 {
+				t.Errorf("ByCategory[%d].F1 = %.4f, want %.4f", cat, cm.F1, want)
+			}
+		}
+	}
+}
+
+func TestComputeModeAgg(t *testing.T) {
+	// Two samples with different question counts:
+	//   sample-a: 2 questions, F1 = [0.4, 0.6] → avg 0.5
+	//   sample-b: 8 questions, F1 = [0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1] → avg 0.1
+	//
+	// Unweighted (PrintComparison bug): (0.5 + 0.1) / 2 = 0.3
+	// Weighted (correct):              (0.4+0.6 + 0.1*8) / 10 = 1.8 / 10 = 0.18
+	results := []EvalResult{
+		{
+			Mode:     "test",
+			SampleID: "sample-a",
+			QAResults: []QAResult{
+				{TokenF1: 0.4, HitRate: 0.5},
+				{TokenF1: 0.6, HitRate: 0.7},
+			},
+		},
+		{
+			Mode:     "test",
+			SampleID: "sample-b",
+			QAResults: []QAResult{
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+				{TokenF1: 0.1, HitRate: 0.2},
+			},
+		},
+	}
+	// Compute per-sample aggregates
+	for i := range results {
+		results[i].Agg = aggregateMetrics(results[i].QAResults)
+	}
+
+	got := computeModeAgg(results)
+
+	// Weighted: (0.4+0.6+0.1*8) / 10 = 1.8/10 = 0.18
+	wantF1 := 0.18
+	if math.Abs(got.OverallF1-wantF1) > 1e-9 {
+		t.Errorf("OverallF1 = %.6f, want %.6f (weighted average)", got.OverallF1, wantF1)
+	}
+
+	// Weighted: (0.5+0.7+0.2*8) / 10 = 2.8/10 = 0.28
+	wantRecall := 0.28
+	if math.Abs(got.OverallHitRate-wantRecall) > 1e-9 {
+		t.Errorf("OverallHitRate = %.6f, want %.6f (weighted average)", got.OverallHitRate, wantRecall)
+	}
+
+	if got.TotalQuestions != 10 {
+		t.Errorf("TotalQuestions = %d, want 10", got.TotalQuestions)
+	}
+}
+
+func TestAggregateMetricsSentinel(t *testing.T) {
+	qa := []QAResult{
+		{Category: 1, TokenF1: 0.8, HitRate: 0.5},
+		{Category: 1, TokenF1: -1.0, HitRate: 0.3},
+		{Category: 1, TokenF1: 0.4, HitRate: 0.7},
+	}
+	agg := aggregateMetrics(qa)
+
+	if agg.ValidF1Count != 2 {
+		t.Errorf("ValidF1Count = %d, want 2", agg.ValidF1Count)
+	}
+	if agg.TotalQuestions != 3 {
+		t.Errorf("TotalQuestions = %d, want 3", agg.TotalQuestions)
+	}
+	wantF1 := (0.8 + 0.4) / 2.0
+	if math.Abs(agg.OverallF1-wantF1) > 1e-9 {
+		t.Errorf("OverallF1 = %.6f, want %.6f", agg.OverallF1, wantF1)
+	}
+	wantHR := (0.5 + 0.3 + 0.7) / 3.0
+	if math.Abs(agg.OverallHitRate-wantHR) > 1e-9 {
+		t.Errorf("OverallHitRate = %.6f, want %.6f", agg.OverallHitRate, wantHR)
+	}
+}
+
+func TestAggregateMetricsAllSentinel(t *testing.T) {
+	qa := []QAResult{
+		{Category: 1, TokenF1: -1.0, HitRate: 0.5},
+		{Category: 1, TokenF1: -1.0, HitRate: 0.3},
+	}
+	agg := aggregateMetrics(qa)
+
+	if agg.ValidF1Count != 0 {
+		t.Errorf("ValidF1Count = %d, want 0", agg.ValidF1Count)
+	}
+	if agg.OverallF1 != 0 {
+		t.Errorf("OverallF1 = %.6f, want 0", agg.OverallF1)
+	}
+}
+
+func TestComputeModeAggSentinelWeighting(t *testing.T) {
+	results := []EvalResult{
+		{
+			Mode:     "test",
+			SampleID: "s1",
+			QAResults: []QAResult{
+				{Category: 1, TokenF1: 0.8, HitRate: 0.5},
+				{Category: 1, TokenF1: -1.0, HitRate: 0.3},
+			},
+		},
+		{
+			Mode:     "test",
+			SampleID: "s2",
+			QAResults: []QAResult{
+				{Category: 1, TokenF1: 0.4, HitRate: 0.6},
+				{Category: 1, TokenF1: 0.6, HitRate: 0.8},
+			},
+		},
+	}
+	for i := range results {
+		results[i].Agg = aggregateMetrics(results[i].QAResults)
+	}
+
+	got := computeModeAgg(results)
+
+	// s1: ValidF1Count=1, F1=0.8; s2: ValidF1Count=2, F1=0.5
+	// Weighted: (0.8*1 + 0.5*2) / 3 = 1.8/3 = 0.6
+	wantF1 := 0.6
+	if math.Abs(got.OverallF1-wantF1) > 1e-9 {
+		t.Errorf("OverallF1 = %.6f, want %.6f", got.OverallF1, wantF1)
+	}
+	if got.ValidF1Count != 3 {
+		t.Errorf("ValidF1Count = %d, want 3", got.ValidF1Count)
+	}
+	if got.TotalQuestions != 4 {
+		t.Errorf("TotalQuestions = %d, want 4", got.TotalQuestions)
+	}
+}

cmd/membench/ingest.go

@@ -0,0 +1,85 @@
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+
+	"github.com/sipeed/picoclaw/pkg/seahorse"
+)
+
+// ConvMap stores the mapping from sampleID to seahorse ConversationID.
+type ConvMap map[string]int64
+
+// SeahorseIngestResult holds the results of ingesting into seahorse.
+type SeahorseIngestResult struct {
+	Engine  *seahorse.Engine
+	ConvMap ConvMap // sampleID → conversationID
+}
+
+// IngestSeahorse loads all LOCOMO samples into a seahorse Engine.
+// Returns the engine and a mapping from sampleID to conversationID for scoped retrieval.
+func IngestSeahorse(ctx context.Context, samples []LocomoSample, dbPath string) (*SeahorseIngestResult, error) {
+	noopFn := func(ctx context.Context, prompt string, opts seahorse.CompleteOptions) (string, error) {
+		return "", nil
+	}
+
+	engine, err := seahorse.NewEngine(seahorse.Config{
+		DBPath: dbPath,
+	}, noopFn)
+	if err != nil {
+		return nil, fmt.Errorf("create seahorse engine: %w", err)
+	}
+
+	store := engine.GetRetrieval().Store()
+	convMap := make(ConvMap)
+
+	for si := range samples {
+		sample := &samples[si]
+		sessionKey := "locomo-" + sample.SampleID
+
+		// Check if conversation already exists (idempotent)
+		existing, _ := store.GetConversationBySessionKey(ctx, sessionKey)
+		if existing != nil {
+			convMap[sample.SampleID] = existing.ConversationID
+			log.Printf("Skipping existing sample %s: convID=%d", sample.SampleID, existing.ConversationID)
+			continue
+		}
+
+		turns := GetTurns(sample)
+
+		// Convert turns to seahorse messages
+		msgs := make([]seahorse.Message, 0, len(turns))
+		for _, turn := range turns {
+			content := turn.Speaker + ": " + turn.Text
+			msgs = append(msgs, seahorse.Message{
+				Role:       "user",
+				Content:    content,
+				TokenCount: len(turn.Text) / 4,
+			})
+		}
+
+		// Ingest all turns for this sample
+		_, err := engine.Ingest(ctx, sessionKey, msgs)
+		if err != nil {
+			return nil, fmt.Errorf("ingest sample %s: %w", sample.SampleID, err)
+		}
+
+		// Get the conversation ID for scoped retrieval
+		conv, err := store.GetConversationBySessionKey(ctx, sessionKey)
+		if err != nil {
+			return nil, fmt.Errorf("get conversation for %s: %w", sample.SampleID, err)
+		}
+		if conv == nil {
+			return nil, fmt.Errorf("conversation not found for %s after ingest", sample.SampleID)
+		}
+		convMap[sample.SampleID] = conv.ConversationID
+		log.Printf("Ingested sample %s: %d turns, convID=%d", sample.SampleID, len(turns), conv.ConversationID)
+	}
+
+	log.Printf("Seahorse ingestion complete: %d samples, %d conversations", len(samples), len(convMap))
+	return &SeahorseIngestResult{
+		Engine:  engine,
+		ConvMap: convMap,
+	}, nil
+}

cmd/membench/ingest_test.go

@@ -0,0 +1,79 @@
+package main
+
+import (
+	"context"
+	"encoding/json"
+	"path/filepath"
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/seahorse"
+)
+
+func TestIngestSeahorseIdempotent(t *testing.T) {
+	ctx := context.Background()
+	tmpDir := t.TempDir()
+	dbPath := filepath.Join(tmpDir, "test.db")
+
+	// Minimal test data
+	samples := []LocomoSample{
+		{
+			SampleID: "test-1",
+			Conversation: map[string]json.RawMessage{
+				"session_1": json.RawMessage(`[
+					{"speaker":"A","dia_id":"D1:1","text":"hello world this is a test message"},
+					{"speaker":"B","dia_id":"D1:2","text":"another message for testing purposes"}
+				]`),
+			},
+		},
+	}
+
+	// First ingestion
+	result1, err := IngestSeahorse(ctx, samples, dbPath)
+	if err != nil {
+		t.Fatalf("first ingest failed: %v", err)
+	}
+	convCount1 := len(result1.ConvMap)
+	result1.Engine.Close()
+
+	// Second ingestion on same DB — should reuse existing data
+	result2, err := IngestSeahorse(ctx, samples, dbPath)
+	if err != nil {
+		t.Fatalf("second ingest failed: %v", err)
+	}
+	defer result2.Engine.Close()
+
+	// ConvMap should have same number of entries (no duplicates)
+	if len(result2.ConvMap) != convCount1 {
+		t.Errorf("second ingest convMap has %d entries, want %d (same as first)",
+			len(result2.ConvMap), convCount1)
+	}
+
+	// Verify conversation IDs are the same (reused, not new ones)
+	for id, cid1 := range result1.ConvMap {
+		cid2, ok := result2.ConvMap[id]
+		if !ok {
+			t.Errorf("sample %s missing from second ConvMap", id)
+			continue
+		}
+		if cid2 != cid1 {
+			t.Errorf("sample %s: second ingest got convID %d, want %d (reused)", id, cid2, cid1)
+		}
+	}
+
+	// Verify no duplicate messages by counting
+	store := result2.Engine.GetRetrieval().Store()
+	for _, convID := range result2.ConvMap {
+		msgs, err := store.SearchMessages(ctx, seahorse.SearchInput{
+			Pattern:        "test",
+			ConversationID: convID,
+			Limit:          100,
+		})
+		if err != nil {
+			t.Fatalf("search failed: %v", err)
+		}
+		// Should find exactly 1 message containing "test" (the first turn)
+		if len(msgs) > 2 {
+			t.Errorf("found %d messages for 'test' in conv %d, expected ≤2 (no duplicates)", len(msgs), convID)
+		}
+	}
+}

cmd/membench/legacy_store.go

@@ -0,0 +1,34 @@
+package main
+
+import (
+	"github.com/sipeed/picoclaw/pkg/providers"
+	"github.com/sipeed/picoclaw/pkg/session"
+)
+
+// LegacyStore wraps session.SessionManager for legacy baseline.
+type LegacyStore struct {
+	sm *session.SessionManager
+}
+
+// NewLegacyStore creates a new in-memory session manager.
+func NewLegacyStore() *LegacyStore {
+	return &LegacyStore{
+		sm: session.NewSessionManager(""),
+	}
+}
+
+// IngestSample loads all turns from a LOCOMO sample into the legacy session store.
+func (ls *LegacyStore) IngestSample(sample *LocomoSample) {
+	sessionKey := "locomo-" + sample.SampleID
+	turns := GetTurns(sample)
+	for _, turn := range turns {
+		content := turn.Speaker + ": " + turn.Text
+		ls.sm.AddMessage(sessionKey, "user", content)
+	}
+}
+
+// GetHistory returns all messages for a sample's session.
+func (ls *LegacyStore) GetHistory(sampleID string) []providers.Message {
+	sessionKey := "locomo-" + sampleID
+	return ls.sm.GetHistory(sessionKey)
+}

cmd/membench/llm_client.go

@@ -0,0 +1,198 @@
+package main
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"log"
+	"net/http"
+	"strings"
+	"time"
+)
+
+// LLMClient wraps an OpenAI-compatible chat completion endpoint.
+type LLMClient struct {
+	BaseURL    string
+	Model      string
+	APIKey     string
+	NoThinking bool // send chat_template_kwargs to disable thinking (llama.cpp specific)
+	MaxRetries int  // max retry attempts for transient errors (0 = no retry)
+	Client     *http.Client
+}
+
+// LLMClientOptions configures the LLM client.
+type LLMClientOptions struct {
+	BaseURL    string
+	Model      string
+	APIKey     string
+	Timeout    time.Duration
+	NoThinking bool
+	MaxRetries int // max retry attempts (default 3)
+}
+
+// NewLLMClient creates a client for an OpenAI-compatible chat completion API.
+func NewLLMClient(opts LLMClientOptions) *LLMClient {
+	if opts.Timeout == 0 {
+		opts.Timeout = 120 * time.Second
+	}
+	maxRetries := opts.MaxRetries
+	if maxRetries < 0 {
+		maxRetries = 3
+	}
+	return &LLMClient{
+		BaseURL:    strings.TrimRight(opts.BaseURL, "/"),
+		Model:      opts.Model,
+		APIKey:     opts.APIKey,
+		NoThinking: opts.NoThinking,
+		MaxRetries: maxRetries,
+		Client: &http.Client{
+			Timeout: opts.Timeout,
+		},
+	}
+}
+
+type chatRequest struct {
+	Model              string         `json:"model"`
+	Messages           []chatMessage  `json:"messages"`
+	Temperature        float64        `json:"temperature"`
+	MaxTokens          int            `json:"max_tokens"`
+	ChatTemplateKwargs map[string]any `json:"chat_template_kwargs,omitempty"` // llama.cpp
+	Think              *bool          `json:"think,omitempty"`                // Ollama
+	Thinking           map[string]any `json:"thinking,omitempty"`             // GLM (智谱)
+}
+
+type chatMessage struct {
+	Role    string `json:"role"`
+	Content string `json:"content"`
+}
+
+type chatResponse struct {
+	Choices []struct {
+		Message struct {
+			Content          string `json:"content"`
+			ReasoningContent string `json:"reasoning_content,omitempty"`
+		} `json:"message"`
+	} `json:"choices"`
+}
+
+// Complete sends a chat completion request and returns the assistant's reply.
+func (c *LLMClient) Complete(ctx context.Context, systemPrompt, userPrompt string) (string, error) {
+	sysContent := systemPrompt
+	if c.NoThinking && sysContent != "" {
+		// Prepend /no_think tag — works with Ollama /v1 endpoint and
+		// Qwen chat templates where the JSON think field is ignored.
+		sysContent = "/no_think\n" + sysContent
+	}
+	messages := []chatMessage{}
+	if sysContent != "" {
+		messages = append(messages, chatMessage{Role: "system", Content: sysContent})
+	}
+	messages = append(messages, chatMessage{Role: "user", Content: userPrompt})
+
+	body := chatRequest{
+		Model:       c.Model,
+		Messages:    messages,
+		Temperature: 0.1,
+		MaxTokens:   512,
+	}
+	if c.NoThinking {
+		// llama.cpp: chat_template_kwargs
+		body.ChatTemplateKwargs = map[string]any{
+			"enable_thinking": false,
+		}
+		// Ollama (0.9+): think field
+		thinkFalse := false
+		body.Think = &thinkFalse
+		// GLM (智谱): thinking field
+		body.Thinking = map[string]any{
+			"type": "disabled",
+		}
+	}
+
+	jsonBody, err := json.Marshal(body)
+	if err != nil {
+		return "", fmt.Errorf("marshal request: %w", err)
+	}
+
+	endpoint := strings.TrimRight(c.BaseURL, "/") + "/chat/completions"
+	req, err := http.NewRequestWithContext(ctx, "POST", endpoint, bytes.NewReader(jsonBody))
+	if err != nil {
+		return "", fmt.Errorf("create request: %w", err)
+	}
+	req.Header.Set("Content-Type", "application/json")
+	if c.APIKey != "" {
+		req.Header.Set("Authorization", "Bearer "+c.APIKey)
+	}
+
+	var respBody []byte
+	var lastErr error
+	for attempt := 0; attempt <= c.MaxRetries; attempt++ {
+		if attempt > 0 {
+			backoff := time.Duration(1<<(attempt-1)) * time.Second // 1s, 2s, 4s, ...
+			log.Printf("LLM retry %d/%d after %v: %v", attempt, c.MaxRetries, backoff, lastErr)
+			select {
+			case <-ctx.Done():
+				return "", ctx.Err()
+			case <-time.After(backoff):
+			}
+			// Rebuild request (body reader is consumed)
+			req, err = http.NewRequestWithContext(ctx, "POST", endpoint, bytes.NewReader(jsonBody))
+			if err != nil {
+				return "", fmt.Errorf("create request: %w", err)
+			}
+			req.Header.Set("Content-Type", "application/json")
+			if c.APIKey != "" {
+				req.Header.Set("Authorization", "Bearer "+c.APIKey)
+			}
+		}
+
+		var resp *http.Response
+		resp, lastErr = c.Client.Do(req)
+		if lastErr != nil {
+			continue // network/timeout error → retry
+		}
+
+		respBody, lastErr = io.ReadAll(resp.Body)
+		resp.Body.Close()
+		if lastErr != nil {
+			continue
+		}
+
+		if resp.StatusCode == 429 || resp.StatusCode >= 500 {
+			lastErr = fmt.Errorf("API error %d: %s", resp.StatusCode, string(respBody))
+			continue // rate limit or server error → retry
+		}
+		if resp.StatusCode != 200 {
+			return "", fmt.Errorf("API error %d: %s", resp.StatusCode, string(respBody))
+		}
+
+		lastErr = nil
+		break
+	}
+	if lastErr != nil {
+		return "", fmt.Errorf("after %d retries: %w", c.MaxRetries, lastErr)
+	}
+
+	var chatResp chatResponse
+	if err := json.Unmarshal(respBody, &chatResp); err != nil {
+		return "", fmt.Errorf("parse response: %w", err)
+	}
+	if len(chatResp.Choices) == 0 {
+		return "", fmt.Errorf("no choices in response")
+	}
+	content := strings.TrimSpace(chatResp.Choices[0].Message.Content)
+	// Strip any residual <think>...</think> blocks
+	if idx := strings.Index(content, "</think>"); idx >= 0 {
+		content = strings.TrimSpace(content[idx+len("</think>"):])
+	}
+	// Fallback: GLM/DeepSeek put thinking output in reasoning_content when thinking is enabled
+	if content == "" && chatResp.Choices[0].Message.ReasoningContent != "" {
+		content = strings.TrimSpace(chatResp.Choices[0].Message.ReasoningContent)
+	}
+	if content == "" {
+		return "", fmt.Errorf("empty LLM response")
+	}
+	return content, nil
+}

cmd/membench/locomo.go

@@ -0,0 +1,142 @@
+package main
+
+import (
+	"encoding/json"
+	"fmt"
+	"log"
+	"os"
+	"path/filepath"
+	"sort"
+	"strconv"
+	"strings"
+)
+
+// LocomoSample represents one conversation sample from the LOCOMO dataset.
+type LocomoSample struct {
+	SampleID     string                     `json:"sample_id"`
+	Conversation map[string]json.RawMessage `json:"conversation"`
+	QA           []LocomoQA                 `json:"qa"`
+}
+
+// LocomoTurn represents a single turn in a conversation.
+type LocomoTurn struct {
+	Speaker string `json:"speaker"`
+	DiaID   string `json:"dia_id"`
+	Text    string `json:"text"`
+}
+
+// LocomoQA represents a question-answer pair with evidence.
+type LocomoQA struct {
+	Question          string          `json:"question"`
+	Answer            json.RawMessage `json:"answer"`             // can be string or int (category 1-4)
+	AdversarialAnswer string          `json:"adversarial_answer"` // category 5 only
+	Evidence          []string        `json:"evidence"`
+	Category          int             `json:"category"` // 1=single-hop, 2=multi-hop, 3=open-ended, 5=adversarial
+}
+
+// AnswerString returns the answer as a string, handling both string and int types.
+func (qa *LocomoQA) AnswerString() string {
+	// Prefer answer field (category 1-4)
+	if len(qa.Answer) > 0 {
+		var s string
+		if err := json.Unmarshal(qa.Answer, &s); err == nil {
+			return s
+		}
+		var n json.Number
+		if err := json.Unmarshal(qa.Answer, &n); err == nil {
+			return n.String()
+		}
+		return strings.Trim(string(qa.Answer), `"`)
+	}
+	// Fallback to adversarial_answer (category 5)
+	return qa.AdversarialAnswer
+}
+
+// LoadDataset reads all JSON files from dataDir and returns parsed samples.
+func LoadDataset(dataDir string) ([]LocomoSample, error) {
+	entries, err := os.ReadDir(dataDir)
+	if err != nil {
+		return nil, fmt.Errorf("read data dir %s: %w", dataDir, err)
+	}
+
+	var samples []LocomoSample
+	for _, entry := range entries {
+		if !entry.IsDir() && strings.HasSuffix(entry.Name(), ".json") {
+			path := filepath.Join(dataDir, entry.Name())
+			data, err := os.ReadFile(path)
+			if err != nil {
+				return nil, fmt.Errorf("read file %s: %w", path, err)
+			}
+			var batch []LocomoSample
+			if err := json.Unmarshal(data, &batch); err != nil {
+				return nil, fmt.Errorf("parse file %s: %w", path, err)
+			}
+			samples = append(samples, batch...)
+		}
+	}
+	return samples, nil
+}
+
+// GetSessionNames returns sorted session keys (session_1, session_2, ...) from conversation.
+func GetSessionNames(conv map[string]json.RawMessage) []string {
+	var names []string
+	for k := range conv {
+		if strings.HasPrefix(k, "session_") && !strings.Contains(k, "_date_time") {
+			names = append(names, k)
+		}
+	}
+	sort.Slice(names, func(i, j int) bool {
+		ni := sessionNum(names[i])
+		nj := sessionNum(names[j])
+		return ni < nj
+	})
+	return names
+}
+
+func sessionNum(key string) int {
+	// "session_1" → 1, "session_10" → 10
+	parts := strings.SplitN(key, "_", 2)
+	if len(parts) < 2 {
+		return 0
+	}
+	n, _ := strconv.Atoi(parts[1])
+	return n
+}
+
+// GetTurns flattens all sessions' turns in chronological order.
+func GetTurns(sample *LocomoSample) []LocomoTurn {
+	names := GetSessionNames(sample.Conversation)
+	var all []LocomoTurn
+	for _, name := range names {
+		raw, ok := sample.Conversation[name]
+		if !ok {
+			continue
+		}
+		var turns []LocomoTurn
+		if err := json.Unmarshal(raw, &turns); err != nil {
+			log.Printf("WARNING: unmarshal failed for session %q in sample %s: %v", name, sample.SampleID, err)
+			continue
+		}
+		all = append(all, turns...)
+	}
+	return all
+}
+
+// GetTurnByDiaID finds a specific turn by dia_id (e.g. "D1:3").
+func GetTurnByDiaID(sample *LocomoSample, diaID string) *LocomoTurn {
+	turns := GetTurns(sample)
+	for i := range turns {
+		if turns[i].DiaID == diaID {
+			return &turns[i]
+		}
+	}
+	return nil
+}
+
+// GetSpeakers returns the two speaker names from conversation metadata.
+func GetSpeakers(conv map[string]json.RawMessage) (string, string) {
+	var a, b string
+	json.Unmarshal(conv["speaker_a"], &a)
+	json.Unmarshal(conv["speaker_b"], &b)
+	return a, b
+}

cmd/membench/locomo_test.go

@@ -0,0 +1,67 @@
+package main
+
+import (
+	"encoding/json"
+	"testing"
+)
+
+func TestAnswerString(t *testing.T) {
+	tests := []struct {
+		name string
+		json string
+		want string
+	}{
+		{
+			"string answer",
+			`{"question":"Q","answer":"Paris","evidence":[],"category":1}`,
+			"Paris",
+		},
+		{
+			"int answer",
+			`{"question":"Q","answer":42,"evidence":[],"category":1}`,
+			"42",
+		},
+		{
+			"adversarial answer (category 5)",
+			`{"question":"Q","evidence":[],"category":5,"adversarial_answer":"self-care is important"}`,
+			"self-care is important",
+		},
+		{
+			"both answer and adversarial_answer present",
+			`{"question":"Q","answer":"normal","evidence":[],"category":5,"adversarial_answer":"adversarial"}`,
+			"normal",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			var qa LocomoQA
+			if err := json.Unmarshal([]byte(tt.json), &qa); err != nil {
+				t.Fatalf("unmarshal: %v", err)
+			}
+			got := qa.AnswerString()
+			if got != tt.want {
+				t.Errorf("AnswerString() = %q, want %q", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestGetSessionNames(t *testing.T) {
+	conv := map[string]json.RawMessage{
+		"session_2":           {},
+		"session_1":           {},
+		"session_10":          {},
+		"session_1_date_time": {},
+		"speaker_a":           {},
+	}
+	names := GetSessionNames(conv)
+	want := []string{"session_1", "session_2", "session_10"}
+	if len(names) != len(want) {
+		t.Fatalf("got %v, want %v", names, want)
+	}
+	for i, n := range names {
+		if n != want[i] {
+			t.Errorf("names[%d] = %q, want %q", i, n, want[i])
+		}
+	}
+}

cmd/membench/main.go

@@ -0,0 +1,361 @@
+package main
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"log"
+	"os"
+	"path/filepath"
+	"strings"
+	"time"
+
+	"github.com/spf13/cobra"
+
+	"github.com/sipeed/picoclaw/pkg/logger"
+)
+
+var (
+	flagData         string
+	flagOut          string
+	flagMode         string
+	flagBudget       int
+	flagEvalMode     string
+	flagAPIBase      string
+	flagAPIKey       string
+	flagModel        string
+	flagNoThinking   bool
+	flagLimit        int
+	flagTimeout      int
+	flagRetries      int
+	flagJudgeModel   string
+	flagJudgeAPIBase string
+	flagJudgeAPIKey  string
+	flagConcurrency  int
+)
+
+func main() {
+	// Suppress seahorse INFO logs during benchmark
+	logger.SetLevel(logger.WARN)
+
+	rootCmd := &cobra.Command{
+		Use:   "membench",
+		Short: "Memory benchmark tool for picoclaw",
+	}
+
+	ingestCmd := &cobra.Command{
+		Use:   "ingest",
+		Short: "Load LOCOMO data into storage backends",
+		RunE:  runIngest,
+	}
+	ingestCmd.Flags().StringVar(&flagData, "data", "", "LOCOMO dataset directory (required)")
+	ingestCmd.Flags().StringVar(&flagOut, "out", "./bench-out", "output working directory")
+	ingestCmd.Flags().StringVar(&flagMode, "mode", "all", "modes to ingest: legacy, seahorse, or all")
+
+	evalCmd := &cobra.Command{
+		Use:   "eval",
+		Short: "Run QA evaluation against ingested data",
+		RunE:  runEval,
+	}
+	evalCmd.Flags().StringVar(&flagData, "data", "", "LOCOMO dataset directory (required)")
+	evalCmd.Flags().StringVar(&flagOut, "out", "./bench-out", "output working directory")
+	evalCmd.Flags().StringVar(&flagMode, "mode", "all", "modes to evaluate: legacy, seahorse, or all")
+	evalCmd.Flags().IntVar(&flagBudget, "budget", 4000, "token budget for retrieval")
+	evalCmd.Flags().
+		StringVar(&flagEvalMode, "eval-mode", "token", "evaluation mode: token (direct match) or llm (LLM-as-Judge)")
+	evalCmd.Flags().
+		StringVar(&flagAPIBase, "api-base", "", "API base URL with version path, e.g. http://host/v1 (default: http://127.0.0.1:8080/v1, env: MEMBENCH_API_BASE)")
+	evalCmd.Flags().StringVar(&flagAPIKey, "api-key", "", "API key for the LLM endpoint (env: MEMBENCH_API_KEY)")
+	evalCmd.Flags().StringVar(&flagModel, "model", "", "model name for LLM eval (env: MEMBENCH_MODEL)")
+	evalCmd.Flags().
+		BoolVar(&flagNoThinking, "no-thinking", false, "disable thinking mode via chat_template_kwargs (llama.cpp + Qwen)")
+	evalCmd.Flags().IntVar(&flagLimit, "limit", 0, "max QA questions per sample (0 = all)")
+	evalCmd.Flags().IntVar(&flagTimeout, "timeout", 120, "HTTP timeout in seconds for LLM requests")
+	evalCmd.Flags().IntVar(&flagRetries, "retries", 3, "max retry attempts for transient LLM errors (timeout/5xx/429)")
+	evalCmd.Flags().StringVar(&flagJudgeModel, "judge-model", "", "model for judge scoring (defaults to --model)")
+	evalCmd.Flags().
+		StringVar(&flagJudgeAPIBase, "judge-api-base", "", "API base URL for judge model (defaults to --api-base)")
+	evalCmd.Flags().StringVar(&flagJudgeAPIKey, "judge-api-key", "", "API key for judge model (defaults to --api-key)")
+	evalCmd.Flags().IntVar(&flagConcurrency, "concurrency", 1, "number of concurrent QA evaluations")
+
+	reportCmd := &cobra.Command{
+		Use:   "report",
+		Short: "Output comparison results from evaluation",
+		RunE:  runReport,
+	}
+	reportCmd.Flags().StringVar(&flagOut, "out", "./bench-out", "output working directory")
+
+	runCmd := &cobra.Command{
+		Use:   "run",
+		Short: "Convenience: eval + report (ingestion is done inline)",
+		RunE:  runAll,
+	}
+	runCmd.Flags().StringVar(&flagData, "data", "", "LOCOMO dataset directory (required)")
+	runCmd.Flags().StringVar(&flagOut, "out", "./bench-out", "output working directory")
+	runCmd.Flags().StringVar(&flagMode, "mode", "all", "modes to run: legacy, seahorse, or all")
+	runCmd.Flags().IntVar(&flagBudget, "budget", 4000, "token budget for retrieval")
+	runCmd.Flags().
+		StringVar(&flagEvalMode, "eval-mode", "token", "evaluation mode: token (direct match) or llm (LLM-as-Judge)")
+	runCmd.Flags().
+		StringVar(&flagAPIBase, "api-base", "", "API base URL with version path, e.g. http://host/v1 (default: http://127.0.0.1:8080/v1, env: MEMBENCH_API_BASE)")
+	runCmd.Flags().StringVar(&flagAPIKey, "api-key", "", "API key for the LLM endpoint (env: MEMBENCH_API_KEY)")
+	runCmd.Flags().StringVar(&flagModel, "model", "", "model name for LLM eval (env: MEMBENCH_MODEL)")
+	runCmd.Flags().
+		BoolVar(&flagNoThinking, "no-thinking", false, "disable thinking mode via chat_template_kwargs (llama.cpp + Qwen)")
+	runCmd.Flags().IntVar(&flagLimit, "limit", 0, "max QA questions per sample (0 = all)")
+	runCmd.Flags().IntVar(&flagTimeout, "timeout", 120, "HTTP timeout in seconds for LLM requests")
+	runCmd.Flags().IntVar(&flagRetries, "retries", 3, "max retry attempts for transient LLM errors (timeout/5xx/429)")
+	runCmd.Flags().StringVar(&flagJudgeModel, "judge-model", "", "model for judge scoring (defaults to --model)")
+	runCmd.Flags().
+		StringVar(&flagJudgeAPIBase, "judge-api-base", "", "API base URL for judge model (defaults to --api-base)")
+	runCmd.Flags().StringVar(&flagJudgeAPIKey, "judge-api-key", "", "API key for judge model (defaults to --api-key)")
+	runCmd.Flags().IntVar(&flagConcurrency, "concurrency", 1, "number of concurrent QA evaluations")
+
+	rootCmd.AddCommand(ingestCmd, evalCmd, reportCmd, runCmd)
+
+	if err := rootCmd.Execute(); err != nil {
+		os.Exit(1)
+	}
+}
+
+func modesFromFlag() []string {
+	switch strings.ToLower(flagMode) {
+	case "all":
+		return []string{"legacy", "seahorse"}
+	default:
+		return []string{strings.ToLower(flagMode)}
+	}
+}
+
+func runIngest(cmd *cobra.Command, args []string) error {
+	if flagData == "" {
+		return fmt.Errorf("--data is required")
+	}
+	modes := modesFromFlag()
+	if len(modes) == 0 {
+		return nil
+	}
+
+	ctx := context.Background()
+	samples, err := LoadDataset(flagData)
+	if err != nil {
+		return fmt.Errorf("load dataset: %w", err)
+	}
+	log.Printf("Loaded %d samples from %s", len(samples), flagData)
+
+	for _, mode := range modes {
+		switch mode {
+		case "legacy":
+			legacy := NewLegacyStore()
+			for i := range samples {
+				legacy.IngestSample(&samples[i])
+			}
+			log.Printf("legacy: ingested %d samples", len(samples))
+		case "seahorse":
+			dbPath := filepath.Join(flagOut, "seahorse.db")
+			if err := os.MkdirAll(flagOut, 0o755); err != nil {
+				return fmt.Errorf("create out dir: %w", err)
+			}
+			_, err := IngestSeahorse(ctx, samples, dbPath)
+			if err != nil {
+				return fmt.Errorf("ingest seahorse: %w", err)
+			}
+		}
+	}
+	return nil
+}
+
+func runEval(cmd *cobra.Command, args []string) error {
+	if flagData == "" {
+		return fmt.Errorf("--data is required")
+	}
+	modes := modesFromFlag()
+	if len(modes) == 0 {
+		return nil
+	}
+
+	ctx := context.Background()
+	samples, err := LoadDataset(flagData)
+	if err != nil {
+		return fmt.Errorf("load dataset: %w", err)
+	}
+	log.Printf("Loaded %d samples", len(samples))
+
+	if flagLimit > 0 {
+		for i := range samples {
+			if len(samples[i].QA) > flagLimit {
+				samples[i].QA = samples[i].QA[:flagLimit]
+			}
+		}
+		log.Printf("Limited to %d QA per sample", flagLimit)
+	}
+
+	evalMode := strings.ToLower(strings.TrimSpace(flagEvalMode))
+	var useLLM bool
+	switch evalMode {
+	case "token":
+		useLLM = false
+	case "llm":
+		useLLM = true
+	default:
+		return fmt.Errorf("invalid --eval-mode %q: must be token or llm", flagEvalMode)
+	}
+	var answerClient, judgeClient *LLMClient
+	if useLLM {
+		opts, err := buildLLMOptions()
+		if err != nil {
+			return err
+		}
+		answerClient = NewLLMClient(opts)
+		judgeClient = answerClient // default: same client
+		if flagJudgeModel != "" {
+			jOpts := opts // copy base settings
+			jOpts.Model = flagJudgeModel
+			if flagJudgeAPIBase != "" {
+				jOpts.BaseURL = flagJudgeAPIBase
+			}
+			if flagJudgeAPIKey != "" {
+				jOpts.APIKey = flagJudgeAPIKey
+			}
+			judgeClient = NewLLMClient(jOpts)
+			log.Printf("Judge model: model=%s base=%s no-thinking=%v", jOpts.Model, jOpts.BaseURL, jOpts.NoThinking)
+		}
+		log.Printf("LLM eval mode: model=%s base=%s no-thinking=%v concurrency=%d",
+			opts.Model, opts.BaseURL, opts.NoThinking, flagConcurrency)
+	}
+
+	var tokenResults, llmResults []EvalResult
+
+	for _, mode := range modes {
+		switch mode {
+		case "legacy":
+			legacy := NewLegacyStore()
+			for i := range samples {
+				legacy.IngestSample(&samples[i])
+			}
+			if useLLM {
+				results := EvalLegacyLLM(ctx, samples, legacy, flagBudget, answerClient, judgeClient, flagConcurrency)
+				llmResults = append(llmResults, results...)
+				log.Printf("legacy-llm: evaluated %d samples", len(results))
+			} else {
+				results := EvalLegacy(ctx, samples, legacy, flagBudget)
+				tokenResults = append(tokenResults, results...)
+				log.Printf("legacy: evaluated %d samples", len(results))
+			}
+		case "seahorse":
+			dbPath := filepath.Join(flagOut, "seahorse.db")
+			ir, err := IngestSeahorse(ctx, samples, dbPath)
+			if err != nil {
+				return fmt.Errorf("ingest seahorse: %w", err)
+			}
+			if useLLM {
+				results := EvalSeahorseLLM(ctx, samples, ir, flagBudget, answerClient, judgeClient, flagConcurrency)
+				llmResults = append(llmResults, results...)
+				log.Printf("seahorse-llm: evaluated %d samples", len(results))
+			} else {
+				results := EvalSeahorse(ctx, samples, ir, flagBudget)
+				tokenResults = append(tokenResults, results...)
+				log.Printf("seahorse: evaluated %d samples", len(results))
+			}
+		}
+	}
+
+	allResults := append(tokenResults, llmResults...)
+	if err := SaveResults(allResults, flagOut); err != nil {
+		return fmt.Errorf("save results: %w", err)
+	}
+	if err := SaveAggregated(allResults, flagOut); err != nil {
+		return fmt.Errorf("save aggregated: %w", err)
+	}
+
+	PrintComparison(tokenResults, llmResults)
+	return nil
+}
+
+func runReport(cmd *cobra.Command, args []string) error {
+	entries, err := os.ReadDir(flagOut)
+	if err != nil {
+		return fmt.Errorf("read out dir: %w", err)
+	}
+
+	var allResults []EvalResult
+	for _, entry := range entries {
+		if !entry.IsDir() && strings.HasPrefix(entry.Name(), "eval_") && strings.HasSuffix(entry.Name(), ".json") {
+			path := filepath.Join(flagOut, entry.Name())
+			var r EvalResult
+			data, err := os.ReadFile(path)
+			if err != nil {
+				log.Printf("WARN: read %s: %v", path, err)
+				continue
+			}
+			if err := json.Unmarshal(data, &r); err != nil {
+				log.Printf("WARN: parse %s: %v", path, err)
+				continue
+			}
+			allResults = append(allResults, r)
+		}
+	}
+
+	if len(allResults) == 0 {
+		return fmt.Errorf("no eval results found in %s", flagOut)
+	}
+
+	var tokenResults, llmResults []EvalResult
+	for _, r := range allResults {
+		if strings.HasSuffix(r.Mode, "-llm") {
+			llmResults = append(llmResults, r)
+		} else {
+			tokenResults = append(tokenResults, r)
+		}
+	}
+	PrintComparison(tokenResults, llmResults)
+	return nil
+}
+
+func runAll(cmd *cobra.Command, args []string) error {
+	return runEval(cmd, args)
+}
+
+// envOrFlag returns the flag value if non-empty, otherwise falls back to the
+// environment variable.
+func envOrFlag(flag, envKey string) string {
+	if flag != "" {
+		return flag
+	}
+	return os.Getenv(envKey)
+}
+
+// buildLLMOptions resolves LLM client configuration from flags and environment
+// variables. Flag values take precedence over environment variables.
+//
+// Environment variables:
+//
+//	MEMBENCH_API_BASE  – OpenAI-compatible base URL  (default http://127.0.0.1:8080/v1)
+//	MEMBENCH_API_KEY   – Bearer token for the endpoint
+//	MEMBENCH_MODEL     – Model name to send in the request
+func buildLLMOptions() (LLMClientOptions, error) {
+	base := envOrFlag(flagAPIBase, "MEMBENCH_API_BASE")
+	if base == "" {
+		base = "http://127.0.0.1:8080/v1"
+	}
+	model := envOrFlag(flagModel, "MEMBENCH_MODEL")
+	if model == "" {
+		return LLMClientOptions{}, fmt.Errorf(
+			"--model or MEMBENCH_MODEL is required for LLM eval mode",
+		)
+	}
+	apiKey := envOrFlag(flagAPIKey, "MEMBENCH_API_KEY")
+
+	if flagTimeout <= 0 {
+		return LLMClientOptions{}, fmt.Errorf("--timeout must be > 0, got %d", flagTimeout)
+	}
+
+	return LLMClientOptions{
+		BaseURL:    base,
+		Model:      model,
+		APIKey:     apiKey,
+		NoThinking: flagNoThinking,
+		Timeout:    time.Duration(flagTimeout) * time.Second,
+		MaxRetries: flagRetries,
+	}, nil
+}

cmd/membench/metrics.go

@@ -0,0 +1,227 @@
+package main
+
+import (
+	"fmt"
+	"log"
+	"regexp"
+	"strconv"
+	"strings"
+	"unicode"
+)
+
+// diaIDRe matches valid dia_id patterns like "D1:3", "D30:5".
+var diaIDRe = regexp.MustCompile(`^D(\d+):(\d+)$`)
+
+// SplitEvidenceIDs splits an evidence string that may contain multiple
+// semicolon-separated or space-separated dia_ids. Only returns valid IDs.
+// Example: "D8:6; D9:17" → ["D8:6", "D9:17"]
+// Example: "D9:1 D4:4 D4:6" → ["D9:1", "D4:4", "D4:6"]
+func SplitEvidenceIDs(evidence string) []string {
+	if evidence == "" {
+		return nil
+	}
+	// Split on semicolons first, then spaces
+	parts := strings.Split(evidence, ";")
+	var ids []string
+	for _, part := range parts {
+		for _, token := range strings.Fields(strings.TrimSpace(part)) {
+			token = strings.TrimSpace(token)
+			if diaIDRe.MatchString(token) {
+				ids = append(ids, NormalizeDiaID(token))
+			}
+		}
+	}
+	if len(ids) == 0 {
+		return nil
+	}
+	return ids
+}
+
+// NormalizeDiaID strips leading zeros from the number parts of a dia_id.
+// "D30:05" → "D30:5", "D10:003" → "D10:3"
+func NormalizeDiaID(id string) string {
+	m := diaIDRe.FindStringSubmatch(id)
+	if m == nil {
+		return id
+	}
+	session, _ := strconv.Atoi(m[1])
+	turn, _ := strconv.Atoi(m[2])
+	return fmt.Sprintf("D%d:%d", session, turn)
+}
+
+// stopwords is a fixed English stopword list for deterministic keyword extraction.
+var stopwords = map[string]struct{}{
+	"a": {}, "an": {}, "the": {},
+	"is": {}, "are": {}, "was": {}, "were": {},
+	"did": {}, "does": {}, "do": {},
+	"when": {}, "where": {}, "what": {}, "who": {},
+	"how": {}, "why": {},
+	"to": {}, "of": {}, "in": {}, "on": {}, "at": {},
+	"for": {}, "and": {}, "or": {}, "but": {}, "not": {},
+	"it": {}, "this": {}, "that": {}, "with": {},
+	"from": {}, "by": {}, "as": {},
+	"if": {}, "then": {}, "than": {}, "so": {},
+	"no": {}, "yes": {},
+	"all": {}, "any": {}, "each": {}, "every": {},
+	"some": {}, "such": {},
+	"about": {}, "into": {}, "over": {},
+	"after": {}, "before": {}, "between": {},
+	"through": {}, "during": {}, "until": {},
+	"would": {}, "could": {}, "should": {},
+	"may": {}, "might": {}, "can": {},
+	"will": {}, "shall": {}, "must": {},
+	"have": {}, "has": {}, "had": {},
+	"been": {}, "being": {}, "be": {},
+	"go": {}, "went": {}, "gone": {},
+	"i": {}, "you": {}, "me": {}, "my": {}, "your": {},
+	"we": {}, "they": {}, "them": {}, "our": {},
+	"its": {}, "their": {}, "he": {}, "she": {},
+	"his": {}, "her": {},
+}
+
+// ExtractKeywords removes stopwords and punctuation, returns individual keywords.
+// Deterministic: uses fixed stopword list, no LLM.
+func ExtractKeywords(question string) []string {
+	// Lowercase and split on whitespace/punctuation
+	lower := strings.ToLower(question)
+	words := strings.FieldsFunc(lower, func(r rune) bool {
+		return !unicode.IsLetter(r) && !unicode.IsDigit(r)
+	})
+
+	var keywords []string
+	for _, w := range words {
+		if w == "" || len(w) < 2 {
+			continue
+		}
+		if _, ok := stopwords[w]; ok {
+			continue
+		}
+		keywords = append(keywords, w)
+		if len(keywords) >= 6 {
+			break
+		}
+	}
+	return keywords
+}
+
+// TokenOverlapF1 computes token-level F1 between prediction and reference.
+// Both strings are lowercased and split on whitespace.
+// NOTE: This metric underestimates quality for multi-hop (cat 2) and
+// open-ended (cat 3) questions where the gold answer uses different phrasing
+// than the source text. LLM-Judge scoring is a v2 follow-up.
+func TokenOverlapF1(prediction, reference string) float64 {
+	predTokens := tokenize(prediction)
+	refTokens := tokenize(reference)
+
+	if len(predTokens) == 0 && len(refTokens) == 0 {
+		return 1.0
+	}
+	if len(predTokens) == 0 || len(refTokens) == 0 {
+		return 0.0
+	}
+
+	// Count matches
+	refCount := map[string]int{}
+	for _, t := range refTokens {
+		refCount[t]++
+	}
+
+	predCount := map[string]int{}
+	for _, t := range predTokens {
+		predCount[t]++
+	}
+
+	var matches float64
+	for token, pc := range predCount {
+		if rc, ok := refCount[token]; ok {
+			matches += float64(min(pc, rc))
+		}
+	}
+
+	precision := matches / float64(len(predTokens))
+	recall := matches / float64(len(refTokens))
+
+	if precision+recall == 0 {
+		return 0.0
+	}
+	return 2 * precision * recall / (precision + recall)
+}
+
+func tokenize(s string) []string {
+	lower := strings.ToLower(s)
+	return strings.Fields(lower)
+}
+
+// RecallHitRate computes fraction of evidence IDs found in retrieved content.
+// For each evidence dia_id, looks up the turn text and checks substring match.
+// Logs a warning for turns with text < 20 chars (higher false-positive risk).
+func RecallHitRate(evidenceIDs []string, sample *LocomoSample, retrievedContent string) float64 {
+	if len(evidenceIDs) == 0 {
+		return 1.0 // no evidence required = perfect
+	}
+
+	// Expand any multi-ID evidence entries (e.g. "D8:6; D9:17" or "D9:1 D4:4")
+	var expanded []string
+	for _, id := range evidenceIDs {
+		split := SplitEvidenceIDs(id)
+		if split != nil {
+			expanded = append(expanded, split...)
+		}
+	}
+	if len(expanded) == 0 {
+		log.Printf("WARNING: no valid dia_ids after expanding evidence %v", evidenceIDs)
+		return float64(0) / float64(len(evidenceIDs))
+	}
+
+	// Build turn index once (avoids re-parsing JSON per ID)
+	turns := GetTurns(sample)
+	turnMap := make(map[string]*LocomoTurn, len(turns))
+	for i := range turns {
+		turnMap[turns[i].DiaID] = &turns[i]
+	}
+
+	lowerRetrieved := strings.ToLower(retrievedContent)
+	found := 0
+	resolvable := 0
+	for _, diaID := range expanded {
+		turn, ok := turnMap[diaID]
+		if !ok {
+			log.Printf("WARNING: dia_id %q not found in sample %s", diaID, sample.SampleID)
+			continue
+		}
+		resolvable++
+		if len(turn.Text) < 20 {
+			log.Printf("WARNING: short turn text (%d chars) for dia_id %s: %q",
+				len(turn.Text), diaID, turn.Text)
+		}
+		if strings.Contains(lowerRetrieved, strings.ToLower(turn.Text)) {
+			found++
+		}
+	}
+	if resolvable == 0 {
+		return 0.0 // no resolvable evidence = can't evaluate
+	}
+	return float64(found) / float64(resolvable)
+}
+
+// BudgetTruncate truncates messages to fit within a token budget.
+// Returns the truncated messages and total token count.
+func BudgetTruncate(messages []string, budgetTokens int) ([]string, int) {
+	var result []string
+	total := 0
+	// Walk from the front (best first) and keep until budget exhausted.
+	for i := 0; i < len(messages); i++ {
+		tokens := len(messages[i]) / 4
+		if total+tokens > budgetTokens && len(result) > 0 {
+			break
+		}
+		result = append(result, messages[i])
+		total += tokens
+	}
+	return result, total
+}
+
+// StringListToContent joins a list of strings into a single content string.
+func StringListToContent(parts []string) string {
+	return strings.Join(parts, "\n")
+}

cmd/membench/metrics_test.go

@@ -0,0 +1,239 @@
+package main
+
+import (
+	"encoding/json"
+	"math"
+	"testing"
+)
+
+func TestSplitEvidenceIDs(t *testing.T) {
+	tests := []struct {
+		input string
+		want  []string
+	}{
+		{"D1:3", []string{"D1:3"}},
+		{"D8:6; D9:17", []string{"D8:6", "D9:17"}},
+		{"D9:1 D4:4 D4:6", []string{"D9:1", "D4:4", "D4:6"}},
+		{"D22:1 D22:2 D9:10 D9:11", []string{"D22:1", "D22:2", "D9:10", "D9:11"}},
+		{"D21:18 D21:22 D11:15 D11:19", []string{"D21:18", "D21:22", "D11:15", "D11:19"}},
+		{"D30:05", []string{"D30:5"}},
+		{"D", nil},
+		{"D:", nil},
+		{"", nil},
+	}
+	for _, tt := range tests {
+		t.Run(tt.input, func(t *testing.T) {
+			got := SplitEvidenceIDs(tt.input)
+			if len(got) != len(tt.want) {
+				t.Fatalf("SplitEvidenceIDs(%q) = %v, want %v", tt.input, got, tt.want)
+			}
+			for i := range got {
+				if got[i] != tt.want[i] {
+					t.Errorf("[%d] = %q, want %q", i, got[i], tt.want[i])
+				}
+			}
+		})
+	}
+}
+
+func TestNormalizeDiaID(t *testing.T) {
+	tests := []struct {
+		input string
+		want  string
+	}{
+		{"D1:3", "D1:3"},
+		{"D30:05", "D30:5"},
+		{"D10:003", "D10:3"},
+		{"D1:0", "D1:0"},
+	}
+	for _, tt := range tests {
+		got := NormalizeDiaID(tt.input)
+		if got != tt.want {
+			t.Errorf("NormalizeDiaID(%q) = %q, want %q", tt.input, got, tt.want)
+		}
+	}
+}
+
+func TestTokenOverlapF1(t *testing.T) {
+	tests := []struct {
+		name       string
+		prediction string
+		reference  string
+		want       float64
+	}{
+		{"exact match", "hello world", "hello world", 1.0},
+		{"no overlap", "foo bar", "baz qux", 0.0},
+		{"empty both", "", "", 1.0},
+		{"empty prediction", "", "hello", 0.0},
+		{"empty reference", "hello", "", 0.0},
+		{"partial overlap", "the cat sat on the mat", "the cat on the floor", 8.0 / 11.0},
+		{"case insensitive", "Hello World", "hello world", 1.0},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := TokenOverlapF1(tt.prediction, tt.reference)
+			if math.Abs(got-tt.want) > 1e-9 {
+				t.Errorf("TokenOverlapF1(%q, %q) = %.4f, want %.4f",
+					tt.prediction, tt.reference, got, tt.want)
+			}
+		})
+	}
+}
+
+func TestBudgetTruncate(t *testing.T) {
+	t.Run("within budget returns all", func(t *testing.T) {
+		msgs := []string{"short", "message", "here"}
+		result, total := BudgetTruncate(msgs, 1000)
+		if len(result) != 3 {
+			t.Errorf("expected 3 messages, got %d", len(result))
+		}
+		if total == 0 {
+			t.Error("expected non-zero token count")
+		}
+	})
+
+	t.Run("over budget keeps best first", func(t *testing.T) {
+		msgs := []string{
+			"best message that is quite long and takes up tokens",
+			"good message also fairly long content",
+			"worst short",
+		}
+		result, _ := BudgetTruncate(msgs, 5) // very small budget
+		if len(result) == 0 {
+			t.Fatal("expected at least one message")
+		}
+		// Best-ranked (first) should be kept
+		if result[0] != "best message that is quite long and takes up tokens" {
+			t.Errorf("expected best message kept first, got %q", result[0])
+		}
+	})
+
+	t.Run("over budget keeps best ranked first", func(t *testing.T) {
+		// Messages are sorted by bm25 rank ascending (best/most-negative first).
+		// When budget is insufficient, BudgetTruncate must keep the front
+		// (best-ranked) messages, not the tail (worst-ranked).
+		msgs := []string{
+			"best ranked message with some content here",
+			"second best message also has content",
+			"third message here too",
+			"worst ranked short",
+		}
+		// Budget only fits ~1 message (~10 tokens per message, budget=12)
+		result, _ := BudgetTruncate(msgs, 12)
+		if len(result) == 0 {
+			t.Fatal("expected at least one message")
+		}
+		if result[0] != "best ranked message with some content here" {
+			t.Errorf("expected best-ranked (first) message kept, got %q", result[0])
+		}
+		// Worst-ranked (last) must NOT appear
+		for _, m := range result {
+			if m == "worst ranked short" {
+				t.Error("worst-ranked message should have been truncated")
+			}
+		}
+	})
+
+	t.Run("preserves original order", func(t *testing.T) {
+		msgs := []string{"alpha", "beta", "gamma"}
+		result, _ := BudgetTruncate(msgs, 100)
+		for i, got := range result {
+			if got != msgs[i] {
+				t.Errorf("result[%d] = %q, want %q", i, got, msgs[i])
+			}
+		}
+	})
+
+	t.Run("empty input", func(t *testing.T) {
+		result, total := BudgetTruncate(nil, 100)
+		if len(result) != 0 {
+			t.Errorf("expected 0 messages, got %d", len(result))
+		}
+		if total != 0 {
+			t.Errorf("expected 0 tokens, got %d", total)
+		}
+	})
+}
+
+func TestRecallHitRate(t *testing.T) {
+	// Build a sample with known turns
+	sample := &LocomoSample{
+		SampleID: "test-sample",
+		Conversation: map[string]json.RawMessage{
+			"session_1": json.RawMessage(`[
+				{"speaker":"A","dia_id":"D1:1","text":"hello world this is a test message with enough length"},
+				{"speaker":"B","dia_id":"D1:2","text":"another message for testing recall computation purposes here"},
+				{"speaker":"A","dia_id":"D1:3","text":"third turn with some more content to test"}
+			]`),
+		},
+	}
+
+	t.Run("all evidence found", func(t *testing.T) {
+		retrieved := "hello world this is a test message with enough length another message for testing recall computation purposes here"
+		got := RecallHitRate([]string{"D1:1", "D1:2"}, sample, retrieved)
+		if math.Abs(got-1.0) > 1e-9 {
+			t.Errorf("RecallHitRate all found = %.4f, want 1.0", got)
+		}
+	})
+
+	t.Run("partial evidence found", func(t *testing.T) {
+		retrieved := "hello world this is a test message with enough length"
+		got := RecallHitRate([]string{"D1:1", "D1:2"}, sample, retrieved)
+		if math.Abs(got-0.5) > 1e-9 {
+			t.Errorf("RecallHitRate partial = %.4f, want 0.5", got)
+		}
+	})
+
+	t.Run("no evidence required", func(t *testing.T) {
+		got := RecallHitRate(nil, sample, "anything")
+		if got != 1.0 {
+			t.Errorf("RecallHitRate no evidence = %.4f, want 1.0", got)
+		}
+	})
+
+	t.Run("missing turn excluded from denominator", func(t *testing.T) {
+		// D1:1 is found, D99:1 does not exist in sample
+		// Should only count resolvable turns in denominator
+		retrieved := "hello world this is a test message with enough length"
+		got := RecallHitRate([]string{"D1:1", "D99:1"}, sample, retrieved)
+		if math.Abs(got-1.0) > 1e-9 {
+			t.Errorf("RecallHitRate missing turn = %.4f, want 1.0 (unresolvable excluded)", got)
+		}
+	})
+}
+
+func TestExtractKeywords(t *testing.T) {
+	tests := []struct {
+		name  string
+		input string
+		want  []string
+	}{
+		{"simple", "What is the capital of France", []string{"capital", "france"}},
+		{
+			"stops removed",
+			"Who is the president of the United States",
+			[]string{"president", "united", "states"},
+		},
+		{
+			"max 6 keywords",
+			"one two three four five six seven eight nine ten",
+			[]string{"one", "two", "three", "four", "five", "six"},
+		},
+		{"short words filtered", "I am a go to the store", []string{"am", "store"}},
+		{"empty", "", nil},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := ExtractKeywords(tt.input)
+			if len(got) != len(tt.want) {
+				t.Fatalf("ExtractKeywords(%q) = %v (len %d), want %v (len %d)",
+					tt.input, got, len(got), tt.want, len(tt.want))
+			}
+			for i := range got {
+				if got[i] != tt.want[i] {
+					t.Errorf("[%d] = %q, want %q", i, got[i], tt.want[i])
+				}
+			}
+		})
+	}
+}

cmd/picoclaw-launcher-tui/README.md

@@ -1,69 +0,0 @@
-# Picoclaw Launcher TUI
-
-This directory contains the terminal-based TUI launcher for `picoclaw`.
-It provides a lightweight, terminal-native user interface for managing, configuring, and interacting with the core `picoclaw` engine, without requiring a web browser or graphical environment.
-
-## Architecture
-
-The TUI launcher is implemented purely in Go with no external runtime dependencies:
-* **`main.go`**: Application entry point, handles initialization and main event loop
-* **`ui/`**: TUI interface components built on tview + tcell framework:
-  - `home.go`: Main dashboard with navigation menu
-  - `schemes.go`: AI model scheme management
-  - `users.go`: User and API key management for model providers
-  - `channels.go`: Communication channel (Telegram/Discord/WeChat etc.) configuration editor
-  - `gateway.go`: PicoClaw gateway daemon lifecycle management (start/stop/status)
-  - `app.go`: Core TUI application framework and navigation logic
-  - `models.go`: Data structures and state management
-* **`config/`**: Configuration management layer, integrates with the core picoclaw configuration system
-
-## Getting Started
-
-### Prerequisites
-
-* Go 1.25+
-* Terminal with 256-color support (most modern terminals are compatible)
-
-### Development
-
-Run the TUI launcher directly in development mode:
-
-```bash
-# From project root
-go run ./cmd/picoclaw-launcher-tui
-
-# Or from this directory
-go run .
-```
-
-### Build
-
-Build the standalone TUI launcher binary:
-
-```bash
-# From project root (recommended)
-make build-launcher-tui
-
-# Output will be at:
-# build/picoclaw-launcher-tui-<platform>-<arch>
-# with symlink build/picoclaw-launcher-tui
-
-# Or build directly from this directory
-go build -o picoclaw-launcher-tui .
-```
-
-### Key Features
-
-* 🖥️ Terminal-native interface - works over SSH, on headless servers, and in low-resource environments
-* ⚙️ AI model scheme and API key management
-* 📱 Communication channel configuration editor (Telegram/Discord/WeChat etc.)
-* 🔄 PicoClaw gateway daemon management (start/stop/status monitoring)
-* 💬 One-click launch of interactive AI chat session
-* 🎯 Keyboard-first design with intuitive shortcuts
-
-### Other Commands
-
-```bash
-# Run with custom config file path
-go run . /path/to/custom/config.json
-```

cmd/picoclaw-launcher-tui/config/config.go

@@ -1,236 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-// Package config provides types and I/O for ~/.picoclaw/tui.toml.
-package config
-
-import (
-	"bytes"
-	"encoding/json"
-	"fmt"
-	"os"
-	"path/filepath"
-
-	"github.com/BurntSushi/toml"
-
-	"github.com/sipeed/picoclaw/pkg/fileutil"
-)
-
-// DefaultConfigPath returns the default path to the tui.toml config file.
-func DefaultConfigPath() string {
-	home, err := os.UserHomeDir()
-	if err != nil {
-		home = "."
-	}
-	return filepath.Join(home, ".picoclaw", "tui.toml")
-}
-
-// TUIConfig is the top-level structure of ~/.picoclaw/tui.toml.
-type TUIConfig struct {
-	Version  string   `toml:"version"`
-	Model    Model    `toml:"model"`
-	Provider Provider `toml:"provider"`
-}
-
-type Model struct {
-	Type string `toml:"type"` // "provider" (default) | "manual"
-}
-
-type Provider struct {
-	Schemes []Scheme        `toml:"schemes"`
-	Users   []User          `toml:"users"`
-	Current ProviderCurrent `toml:"current"`
-}
-
-type Scheme struct {
-	Name    string `toml:"name"`    // unique key
-	BaseURL string `toml:"baseURL"` // required
-	Type    string `toml:"type"`    // "openai-compatible" (default) | "anthropic"
-}
-
-type User struct {
-	Name   string `toml:"name"`
-	Scheme string `toml:"scheme"` // references Scheme.Name; (Name+Scheme) is unique
-	Type   string `toml:"type"`   // "key" (default) | "OAuth"
-	Key    string `toml:"key"`
-}
-
-type ProviderCurrent struct {
-	Scheme string `toml:"scheme"` // references Scheme.Name
-	User   string `toml:"user"`   // references User.Name where User.Scheme == Scheme
-	Model  string `toml:"model"`  // from GET <baseURL>/models
-}
-
-// DefaultConfig returns a minimal valid TUIConfig.
-func DefaultConfig() *TUIConfig {
-	return &TUIConfig{
-		Version: "1.0",
-		Model:   Model{Type: "provider"},
-		Provider: Provider{
-			Schemes: []Scheme{},
-			Users:   []User{},
-			Current: ProviderCurrent{},
-		},
-	}
-}
-
-// Load reads the TUI config from path. Returns a default config if the file does not exist.
-func Load(path string) (*TUIConfig, error) {
-	data, err := os.ReadFile(path)
-	if os.IsNotExist(err) {
-		return DefaultConfig(), nil
-	}
-	if err != nil {
-		return nil, fmt.Errorf("failed to read config file %q: %w", path, err)
-	}
-
-	cfg := DefaultConfig()
-	if _, err := toml.Decode(string(data), cfg); err != nil {
-		return nil, fmt.Errorf("failed to parse config file %q: %w", path, err)
-	}
-
-	applyDefaults(cfg)
-	return cfg, nil
-}
-
-// Save writes cfg to path atomically (safe for flash / SD storage).
-func Save(path string, cfg *TUIConfig) error {
-	if err := os.MkdirAll(filepath.Dir(path), 0o700); err != nil {
-		return fmt.Errorf("failed to create config directory: %w", err)
-	}
-	var buf bytes.Buffer
-	enc := toml.NewEncoder(&buf)
-	if err := enc.Encode(cfg); err != nil {
-		return fmt.Errorf("failed to encode config: %w", err)
-	}
-	if err := fileutil.WriteFileAtomic(path, buf.Bytes(), 0o600); err != nil {
-		return fmt.Errorf("failed to write config file %q: %w", path, err)
-	}
-	return nil
-}
-
-func applyDefaults(cfg *TUIConfig) {
-	if cfg.Version == "" {
-		cfg.Version = "1.0"
-	}
-	if cfg.Model.Type == "" {
-		cfg.Model.Type = "provider"
-	}
-	for i := range cfg.Provider.Schemes {
-		if cfg.Provider.Schemes[i].Type == "" {
-			cfg.Provider.Schemes[i].Type = "openai-compatible"
-		}
-	}
-	for i := range cfg.Provider.Users {
-		if cfg.Provider.Users[i].Type == "" {
-			cfg.Provider.Users[i].Type = "key"
-		}
-	}
-}
-
-// SchemeByName returns the first Scheme whose Name matches, or nil.
-func (p *Provider) SchemeByName(name string) *Scheme {
-	for i := range p.Schemes {
-		if p.Schemes[i].Name == name {
-			return &p.Schemes[i]
-		}
-	}
-	return nil
-}
-
-// UsersForScheme returns all users whose Scheme field matches schemeName.
-func (p *Provider) UsersForScheme(schemeName string) []User {
-	var out []User
-	for _, u := range p.Users {
-		if u.Scheme == schemeName {
-			out = append(out, u)
-		}
-	}
-	return out
-}
-
-// SyncSelectedModelToMainConfig syncs the currently selected model to ~/.picoclaw/config.json
-// Adds/replaces a "tui-prefer" model entry and sets it as the default model.
-// Preserves all other existing fields in the config file unchanged.
-func SyncSelectedModelToMainConfig(scheme Scheme, user User, modelID string) error {
-	home, err := os.UserHomeDir()
-	if err != nil {
-		home = "."
-	}
-	mainConfigPath := filepath.Join(home, ".picoclaw", "config.json")
-
-	var cfg map[string]any
-	if data, readErr := os.ReadFile(mainConfigPath); readErr == nil {
-		if unmarshalErr := json.Unmarshal(data, &cfg); unmarshalErr != nil {
-			cfg = make(map[string]any)
-		}
-	} else {
-		cfg = make(map[string]any)
-	}
-
-	if _, ok := cfg["agents"]; !ok {
-		cfg["agents"] = make(map[string]any)
-	}
-	agents, ok := cfg["agents"].(map[string]any)
-	if ok {
-		if _, ok := agents["defaults"]; !ok {
-			agents["defaults"] = make(map[string]any)
-		}
-		defaults, ok := agents["defaults"].(map[string]any)
-		if ok {
-			defaults["model"] = "tui-prefer"
-		}
-	}
-
-	tuiModel := map[string]any{
-		"model_name": "tui-prefer",
-		"model":      modelID,
-		"api_key":    user.Key,
-		"api_base":   scheme.BaseURL,
-	}
-
-	modelList := []any{}
-	if ml, ok := cfg["model_list"].([]any); ok {
-		modelList = ml
-	}
-
-	found := false
-	for i, m := range modelList {
-		if entry, ok := m.(map[string]any); ok {
-			if name, ok := entry["model_name"].(string); ok && name == "tui-prefer" {
-				modelList[i] = tuiModel
-				found = true
-				break
-			}
-		}
-	}
-	if !found {
-		modelList = append(modelList, tuiModel)
-	}
-	cfg["model_list"] = modelList
-
-	data, err := json.MarshalIndent(cfg, "", "  ")
-	if err != nil {
-		return err
-	}
-
-	if err := os.MkdirAll(filepath.Dir(mainConfigPath), 0o700); err != nil {
-		return err
-	}
-
-	return os.WriteFile(mainConfigPath, data, 0o600)
-}
-
-func (cfg *TUIConfig) CurrentModelLabel() string {
-	cur := cfg.Provider.Current
-	if cur.Model == "" {
-		return "(not configured)"
-	}
-	label := cur.Scheme
-	if label != "" {
-		label += " / "
-	}
-	return label + cur.Model
-}

cmd/picoclaw-launcher-tui/main.go

@@ -1,48 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package main
-
-import (
-	"fmt"
-	"os"
-	"os/exec"
-	"path/filepath"
-
-	tuicfg "github.com/sipeed/picoclaw/cmd/picoclaw-launcher-tui/config"
-	"github.com/sipeed/picoclaw/cmd/picoclaw-launcher-tui/ui"
-)
-
-func main() {
-	configPath := tuicfg.DefaultConfigPath()
-	if len(os.Args) > 1 {
-		configPath = os.Args[1]
-	}
-
-	configDir := filepath.Dir(configPath)
-	if _, err := os.Stat(configDir); os.IsNotExist(err) {
-		cmd := exec.Command("picoclaw", "onboard")
-		cmd.Stdin = os.Stdin
-		cmd.Stdout = os.Stdout
-		cmd.Stderr = os.Stderr
-		_ = cmd.Run()
-	}
-
-	cfg, err := tuicfg.Load(configPath)
-	if err != nil {
-		fmt.Fprintf(os.Stderr, "picoclaw-launcher-tui: %v\n", err)
-		os.Exit(1)
-	}
-
-	app := ui.New(cfg, configPath)
-	// Bind model selection hook to sync to main config
-	app.OnModelSelected = func(scheme tuicfg.Scheme, user tuicfg.User, modelID string) {
-		_ = tuicfg.SyncSelectedModelToMainConfig(scheme, user, modelID)
-	}
-	if err := app.Run(); err != nil {
-		fmt.Fprintf(os.Stderr, "picoclaw-launcher-tui: %v\n", err)
-		os.Exit(1)
-	}
-}

cmd/picoclaw-launcher-tui/ui/app.go

@@ -1,325 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"fmt"
-	"sync"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-
-	tuicfg "github.com/sipeed/picoclaw/cmd/picoclaw-launcher-tui/config"
-)
-
-// App is the root TUI application.
-type App struct {
-	tapp           *tview.Application
-	pages          *tview.Pages
-	pageStack      []string
-	cfg            *tuicfg.TUIConfig
-	configPath     string
-	pageRefreshFns map[string]func()
-	headerModelTV  *tview.TextView
-	modalOpen      map[string]bool
-
-	// OnModelSelected is called when a model is selected in the UI.
-	// Can be nil to disable.
-	OnModelSelected func(scheme tuicfg.Scheme, user tuicfg.User, modelID string)
-
-	modelCache   map[string][]modelEntry
-	modelCacheMu sync.RWMutex
-	refreshMu    sync.Mutex
-}
-
-// cacheKey returns the map key for a (scheme, user) pair.
-func cacheKey(schemeName, userName string) string {
-	return fmt.Sprintf("%s/%s", schemeName, userName)
-}
-
-// cachedModels returns a defensive copy of the cached model list for a user (may be nil).
-func (a *App) cachedModels(schemeName, userName string) []modelEntry {
-	a.modelCacheMu.RLock()
-	defer a.modelCacheMu.RUnlock()
-	entries := a.modelCache[cacheKey(schemeName, userName)]
-	return append([]modelEntry(nil), entries...)
-}
-
-// refreshModelCache fetches models for every user in the config concurrently.
-// Serialized by refreshMu so concurrent calls don't race on the cache map.
-// When all fetches complete it calls onDone via QueueUpdateDraw.
-func (a *App) refreshModelCache(onDone func()) {
-	go func() {
-		a.refreshMu.Lock()
-		defer a.refreshMu.Unlock()
-
-		users := a.cfg.Provider.Users
-		schemes := a.cfg.Provider.Schemes
-
-		schemeURL := make(map[string]string, len(schemes))
-		for _, s := range schemes {
-			schemeURL[s.Name] = s.BaseURL
-		}
-
-		var wg sync.WaitGroup
-		for _, u := range users {
-			baseURL, ok := schemeURL[u.Scheme]
-			if !ok || baseURL == "" {
-				continue
-			}
-			if u.Key == "" {
-				a.modelCacheMu.Lock()
-				if a.modelCache == nil {
-					a.modelCache = make(map[string][]modelEntry)
-				}
-				a.modelCache[cacheKey(u.Scheme, u.Name)] = nil
-				a.modelCacheMu.Unlock()
-				continue
-			}
-			wg.Add(1)
-			bURL := baseURL
-			go func() {
-				defer wg.Done()
-				entries, err := fetchModels(bURL, u.Key)
-				a.modelCacheMu.Lock()
-				if a.modelCache == nil {
-					a.modelCache = make(map[string][]modelEntry)
-				}
-				if err != nil || len(entries) == 0 {
-					a.modelCache[cacheKey(u.Scheme, u.Name)] = nil
-				} else {
-					a.modelCache[cacheKey(u.Scheme, u.Name)] = entries
-				}
-				a.modelCacheMu.Unlock()
-			}()
-		}
-		wg.Wait()
-
-		if onDone != nil {
-			a.tapp.QueueUpdateDraw(onDone)
-		}
-	}()
-}
-
-// New creates and wires up the TUI application.
-func New(cfg *tuicfg.TUIConfig, configPath string) *App {
-	// Cyberpunk Theme Colors
-	// Dark background
-	tview.Styles.PrimitiveBackgroundColor = tcell.NewHexColor(0x050510) // Deep Void
-	tview.Styles.ContrastBackgroundColor = tcell.NewHexColor(0x1a1a2e)  // Dark Indigo
-	tview.Styles.MoreContrastBackgroundColor = tcell.NewHexColor(0x2a2a40)
-
-	// Borders and Titles
-	tview.Styles.BorderColor = tcell.NewHexColor(0x00f0ff)   // Neon Cyan
-	tview.Styles.TitleColor = tcell.NewHexColor(0x00f0ff)    // Neon Cyan
-	tview.Styles.GraphicsColor = tcell.NewHexColor(0xff00ff) // Neon Magenta
-
-	// Text
-	tview.Styles.PrimaryTextColor = tcell.NewHexColor(0xe0e0e0)           // Off-white
-	tview.Styles.SecondaryTextColor = tcell.NewHexColor(0x00f0ff)         // Neon Cyan
-	tview.Styles.TertiaryTextColor = tcell.NewHexColor(0x39ff14)          // Neon Lime
-	tview.Styles.InverseTextColor = tcell.NewHexColor(0x000000)           // Black
-	tview.Styles.ContrastSecondaryTextColor = tcell.NewHexColor(0xff00ff) // Neon Magenta
-
-	a := &App{
-		tapp:           tview.NewApplication(),
-		pages:          tview.NewPages(),
-		pageStack:      []string{},
-		cfg:            cfg,
-		configPath:     configPath,
-		pageRefreshFns: make(map[string]func()),
-		modalOpen:      make(map[string]bool),
-	}
-
-	a.tapp.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		if event.Key() == tcell.KeyEscape {
-			if len(a.modalOpen) > 0 {
-				return event
-			}
-			return a.goBack()
-		}
-		return event
-	})
-
-	a.buildPages()
-	return a
-}
-
-// Run starts the TUI event loop.
-func (a *App) Run() error {
-	return a.tapp.SetRoot(a.pages, true).EnableMouse(true).Run()
-}
-
-func (a *App) buildPages() {
-	a.pages.AddPage("home", a.newHomePage(), true, true)
-	a.pageStack = []string{"home"}
-}
-
-func (a *App) navigateTo(name string, page tview.Primitive) {
-	a.pages.RemovePage(name)
-	a.pages.AddPage(name, page, true, false)
-	a.pageStack = append(a.pageStack, name)
-	a.pages.SwitchToPage(name)
-}
-
-func (a *App) goBack() *tcell.EventKey {
-	if len(a.pageStack) <= 1 {
-		return nil
-	}
-	popped := a.pageStack[len(a.pageStack)-1]
-	a.pageStack = a.pageStack[:len(a.pageStack)-1]
-	a.pages.RemovePage(popped)
-	prev := a.pageStack[len(a.pageStack)-1]
-	if fn, ok := a.pageRefreshFns[prev]; ok {
-		fn()
-	}
-	if prev == "home" && a.headerModelTV != nil {
-		a.headerModelTV.SetText(a.cfg.CurrentModelLabel() + "  ")
-	}
-	a.pages.SwitchToPage(prev)
-	return nil
-}
-
-func (a *App) showModal(name string, primitive tview.Primitive) {
-	a.modalOpen[name] = true
-	a.pages.AddPage(name, primitive, true, true)
-}
-
-func (a *App) hideModal(name string) {
-	delete(a.modalOpen, name)
-	a.pages.HidePage(name)
-	a.pages.RemovePage(name)
-}
-
-func (a *App) save() {
-	if err := tuicfg.Save(a.configPath, a.cfg); err != nil {
-		a.showError("save failed: " + err.Error())
-	}
-}
-
-func (a *App) showError(msg string) {
-	modal := tview.NewModal().
-		SetText(" [red::b]ERROR[-::-]\n\n" + msg).
-		AddButtons([]string{"OK"}).
-		SetDoneFunc(func(_ int, _ string) {
-			a.hideModal("error")
-		})
-	// Cyberpunk Modal Style
-	modal.SetBackgroundColor(tcell.NewHexColor(0x1a1a2e))       // Deep Indigo
-	modal.SetTextColor(tcell.NewHexColor(0xffffff))             // White
-	modal.SetButtonBackgroundColor(tcell.NewHexColor(0xff2a2a)) // Neon Red
-	modal.SetButtonTextColor(tcell.NewHexColor(0xffffff))       // White
-	a.showModal("error", modal)
-}
-
-func (a *App) confirmDelete(label string, onConfirm func()) {
-	modal := tview.NewModal().
-		SetText(" [red::b]DELETE WARNING[-::-]\n\nDelete " + label + "?\n[gray]This action cannot be undone.[-]").
-		AddButtons([]string{"Delete", "Cancel"}).
-		SetDoneFunc(func(_ int, buttonLabel string) {
-			a.hideModal("confirm-delete")
-			if buttonLabel == "Delete" {
-				onConfirm()
-			}
-		})
-	// Cyberpunk Modal Style
-	modal.SetBackgroundColor(tcell.NewHexColor(0x1a1a2e))       // Deep Indigo
-	modal.SetTextColor(tcell.NewHexColor(0xffffff))             // White
-	modal.SetButtonBackgroundColor(tcell.NewHexColor(0xff2a2a)) // Neon Red for danger
-	modal.SetButtonTextColor(tcell.NewHexColor(0xffffff))       // White
-	a.showModal("confirm-delete", modal)
-}
-
-func centeredForm(form *tview.Form, widthPct, height int) tview.Primitive {
-	return tview.NewFlex().
-		AddItem(tview.NewBox(), 0, 1, false).
-		AddItem(tview.NewFlex().SetDirection(tview.FlexRow).
-			AddItem(tview.NewBox(), 0, 1, false).
-			AddItem(form, height, 1, true).
-			AddItem(tview.NewBox(), 0, 1, false), 0, widthPct, true).
-		AddItem(tview.NewBox(), 0, 1, false)
-}
-
-func hintBar(text string) *tview.TextView {
-	tv := tview.NewTextView().
-		SetText(text).
-		SetDynamicColors(true).
-		SetTextAlign(tview.AlignCenter).
-		SetTextColor(tcell.NewHexColor(0x00f0ff)) // Neon Cyan
-	tv.SetBackgroundColor(tcell.NewHexColor(0x2a2a40)) // Darker Indigo
-	return tv
-}
-
-func (a *App) buildShell(pageID string, content tview.Primitive, hint string) tview.Primitive {
-	var modelTV *tview.TextView
-	if pageID == "home" {
-		if a.headerModelTV == nil {
-			a.headerModelTV = tview.NewTextView()
-			a.headerModelTV.SetTextAlign(tview.AlignRight).
-				SetTextColor(tcell.NewHexColor(0x39ff14)). // Neon Lime
-				SetDynamicColors(true).
-				SetBackgroundColor(tcell.NewHexColor(0x050510))
-		}
-		modelTV = a.headerModelTV
-		modelTV.SetText("MODEL: " + a.cfg.CurrentModelLabel() + " ")
-	} else {
-		modelTV = tview.NewTextView()
-		modelTV.SetBackgroundColor(tcell.NewHexColor(0x050510))
-	}
-
-	headerLeft := tview.NewTextView().
-		SetText(" [#ff00ff::b]///[#00f0ff] PICOCLAW LAUNCHER [#ff00ff]///").
-		SetDynamicColors(true).
-		SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	header := tview.NewFlex().
-		AddItem(headerLeft, 0, 1, false).
-		AddItem(modelTV, 0, 1, false)
-
-	sidebar := tview.NewTextView().
-		SetDynamicColors(true).
-		SetWrap(false)
-	sidebar.SetBackgroundColor(tcell.NewHexColor(0x1a1a2e)) // Deep Indigo
-
-	// Cyberpunk Sidebar Styling
-	activePrefix := "[#39ff14::b]>> " // Neon Lime arrow
-	activeSuffix := "[-]"
-	inactivePrefix := "[#808080]   "
-	inactiveSuffix := "[-]"
-
-	sbText := "\n\n" // Top padding
-
-	menuItem := func(id, label string) string {
-		if pageID == id {
-			return activePrefix + label + activeSuffix + "\n\n"
-		}
-		return inactivePrefix + label + inactiveSuffix + "\n\n"
-	}
-
-	sbText += menuItem("home", "HOME")
-	sbText += menuItem("schemes", "SCHEMES")
-	sbText += menuItem("users", "USERS")
-	sbText += menuItem("models", "MODELS")
-	sbText += menuItem("channels", "CHANNELS")
-	sbText += menuItem("gateway", "GATEWAY")
-
-	sidebar.SetText(sbText)
-
-	footer := hintBar(hint)
-
-	grid := tview.NewGrid().
-		SetRows(1, 0, 1).
-		SetColumns(20, 0). // Slightly wider sidebar
-		AddItem(header, 0, 0, 1, 2, 0, 0, false).
-		AddItem(sidebar, 1, 0, 1, 1, 0, 0, false).
-		AddItem(content, 1, 1, 1, 1, 0, 0, true).
-		AddItem(footer, 2, 0, 1, 2, 0, 0, false)
-
-	// Add a border around the content area if possible, or ensure content has its own border
-	// grid.SetBorders(false) // Grid borders usually look bad, handled by components
-
-	return grid
-}

cmd/picoclaw-launcher-tui/ui/channels.go

@@ -1,202 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"encoding/json"
-	"fmt"
-	"os"
-	"path/filepath"
-	"reflect"
-	"strconv"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-)
-
-func (a *App) newChannelsPage() tview.Primitive {
-	list := tview.NewList()
-	list.SetBorder(true).
-		SetTitle(" [#00f0ff::b] COMMUNICATION CHANNELS ").
-		SetTitleColor(tcell.NewHexColor(0x00f0ff)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	list.SetMainTextColor(tcell.NewHexColor(0xe0e0e0))
-	list.SetSecondaryTextColor(tcell.NewHexColor(0x808080))
-	list.SetSelectedStyle(
-		tcell.StyleDefault.Background(tcell.NewHexColor(0xff00ff)).Foreground(tcell.NewHexColor(0x050510)),
-	)
-	list.SetHighlightFullLine(true)
-	list.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	rebuild := func() {
-		sel := list.GetCurrentItem()
-		list.Clear()
-
-		home, err := os.UserHomeDir()
-		if err != nil {
-			home = "."
-		}
-		configPath := filepath.Join(home, ".picoclaw", "config.json")
-
-		var cfg map[string]any
-		if data, err := os.ReadFile(configPath); err == nil {
-			_ = json.Unmarshal(data, &cfg)
-		}
-
-		if chRaw, ok := cfg["channels"].(map[string]any); ok {
-			for name, ch := range chRaw {
-				chMap, ok := ch.(map[string]any)
-				enabled := "disabled"
-				if ok {
-					if e, ok := chMap["enabled"].(bool); ok && e {
-						enabled = "enabled"
-					}
-				}
-				list.AddItem(name, fmt.Sprintf("Status: %s", enabled), 0, func() {
-					a.showChannelEditForm(configPath, name, chMap)
-				})
-			}
-		}
-
-		if sel >= 0 && sel < list.GetItemCount() {
-			list.SetCurrentItem(sel)
-		}
-	}
-	rebuild()
-
-	a.pageRefreshFns["channels"] = rebuild
-
-	list.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		if event.Key() == tcell.KeyEscape {
-			return a.goBack()
-		}
-		return event
-	})
-
-	return a.buildShell("channels", list, " [#ff00ff]Enter:[-] edit  [#ff2a2a]ESC:[-] back ")
-}
-
-func (a *App) showChannelEditForm(configPath, channelName string, existing map[string]any) {
-	form := tview.NewForm()
-	form.SetBorder(true).
-		SetTitle(" [::b]EDIT CHANNEL ").
-		SetTitleColor(tcell.NewHexColor(0x39ff14)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	form.SetBackgroundColor(tcell.NewHexColor(0x1a1a2e))
-	form.SetFieldBackgroundColor(tcell.NewHexColor(0x050510))
-	form.SetFieldTextColor(tcell.NewHexColor(0x00f0ff))
-	form.SetLabelColor(tcell.NewHexColor(0xe0e0e0))
-	form.SetButtonBackgroundColor(tcell.NewHexColor(0xff00ff))
-	form.SetButtonTextColor(tcell.NewHexColor(0xffffff))
-
-	fields := make(map[string]*tview.InputField)
-	var nameField *tview.InputField
-
-	if channelName == "" {
-		nameField = tview.NewInputField().
-			SetLabel("Channel Name").
-			SetText("").
-			SetFieldWidth(28)
-		form.AddFormItem(nameField)
-	}
-
-	for k, v := range existing {
-		if reflect.ValueOf(v).Kind() == reflect.Map || reflect.ValueOf(v).Kind() == reflect.Slice {
-			continue
-		}
-		valStr := fmt.Sprintf("%v", v)
-		field := tview.NewInputField().
-			SetLabel(k).
-			SetText(valStr).
-			SetFieldWidth(28)
-		form.AddFormItem(field)
-		fields[k] = field
-	}
-
-	form.AddButton("SAVE", func() {
-		var cfg map[string]any
-		if data, err := os.ReadFile(configPath); err == nil {
-			if err := json.Unmarshal(data, &cfg); err != nil {
-				cfg = make(map[string]any)
-			}
-		} else {
-			cfg = make(map[string]any)
-		}
-
-		if _, ok := cfg["channels"]; !ok {
-			cfg["channels"] = make(map[string]any)
-		}
-		channels, ok := cfg["channels"].(map[string]any)
-		if !ok {
-			channels = make(map[string]any)
-			cfg["channels"] = channels
-		}
-
-		finalName := channelName
-		if channelName == "" {
-			if nameField == nil || nameField.GetText() == "" {
-				a.showError("Channel name is required")
-				return
-			}
-			finalName = nameField.GetText()
-		}
-
-		updated := make(map[string]any)
-		if existing != nil {
-			for k, v := range existing {
-				updated[k] = v
-			}
-		}
-		for k, field := range fields {
-			val := field.GetText()
-			if val == "true" {
-				updated[k] = true
-			} else if val == "false" {
-				updated[k] = false
-			} else if num, err := strconv.Atoi(val); err == nil {
-				updated[k] = num
-			} else {
-				updated[k] = val
-			}
-		}
-
-		if channelName != "" && finalName != channelName {
-			delete(channels, channelName)
-		}
-		channels[finalName] = updated
-
-		data, err := json.MarshalIndent(cfg, "", "  ")
-		if err != nil {
-			a.showError(fmt.Sprintf("Failed to save config: %v", err))
-			return
-		}
-		if err := os.MkdirAll(filepath.Dir(configPath), 0o700); err != nil {
-			a.showError(fmt.Sprintf("Failed to create config directory: %v", err))
-			return
-		}
-		if err := os.WriteFile(configPath, data, 0o600); err != nil {
-			a.showError(fmt.Sprintf("Failed to write config: %v", err))
-			return
-		}
-
-		a.hideModal("channel-edit")
-		a.goBack()
-	})
-
-	form.AddButton("CANCEL", func() {
-		a.hideModal("channel-edit")
-	})
-
-	form.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		if event.Key() == tcell.KeyEscape {
-			a.hideModal("channel-edit")
-			return nil
-		}
-		return event
-	})
-
-	a.showModal("channel-edit", centeredForm(form, 4, 20))
-}

cmd/picoclaw-launcher-tui/ui/gateway.go

@@ -1,261 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"fmt"
-	"os"
-	"os/exec"
-	"path/filepath"
-	"runtime"
-	"strconv"
-	"strings"
-	"time"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-)
-
-const pidFileName = "gateway.pid"
-
-type gatewayStatus struct {
-	running bool
-	pid     int
-}
-
-func getPidPath() string {
-	home, err := os.UserHomeDir()
-	if err != nil {
-		home = "."
-	}
-	return filepath.Join(home, ".picoclaw", pidFileName)
-}
-
-func isProcessRunning(pid int) bool {
-	if runtime.GOOS == "windows" {
-		cmd := exec.Command("tasklist", "/FI", fmt.Sprintf("PID eq %d", pid))
-		output, err := cmd.Output()
-		if err != nil {
-			return false
-		}
-		return strings.Contains(string(output), strconv.Itoa(pid))
-	} else if runtime.GOOS == "darwin" {
-		cmd := exec.Command("ps", "aux")
-		output, err := cmd.Output()
-		if err != nil {
-			return false
-		}
-		return strings.Contains(string(output), fmt.Sprintf(" %d ", pid))
-	}
-	// Linux
-	_, err := os.Stat(fmt.Sprintf("/proc/%d", pid))
-	return err == nil
-}
-
-func getGatewayStatus() gatewayStatus {
-	pidPath := getPidPath()
-	data, err := os.ReadFile(pidPath)
-	if err != nil {
-		return gatewayStatus{running: false}
-	}
-	pid, err := strconv.Atoi(strings.TrimSpace(string(data)))
-	if err != nil {
-		return gatewayStatus{running: false}
-	}
-	if !isProcessRunning(pid) {
-		os.Remove(pidPath)
-		return gatewayStatus{running: false}
-	}
-	return gatewayStatus{
-		running: true,
-		pid:     pid,
-	}
-}
-
-func startGateway() error {
-	status := getGatewayStatus()
-	if status.running {
-		return fmt.Errorf("gateway is already running (PID: %d)", status.pid)
-	}
-
-	pidPath := getPidPath()
-	var cmd *exec.Cmd
-
-	if runtime.GOOS == "windows" {
-		cmd = exec.Command("cmd", "/C", "start /B picoclaw gateway > NUL 2>&1")
-	} else {
-		cmd = exec.Command("sh", "-c", "nohup picoclaw gateway > /dev/null 2>&1 & echo $! > "+pidPath)
-	}
-
-	err := cmd.Start()
-	if err != nil {
-		return err
-	}
-
-	time.Sleep(1 * time.Second)
-
-	if runtime.GOOS == "windows" {
-		cmd := exec.Command(
-			"wmic",
-			"process",
-			"where",
-			"name='picoclaw.exe' and commandline like '%gateway%'",
-			"get",
-			"processid",
-		)
-		output, err := cmd.Output()
-		if err != nil {
-			return fmt.Errorf("failed to get gateway PID: %w", err)
-		}
-		lines := strings.Split(string(output), "\n")
-		for _, line := range lines[1:] {
-			line = strings.TrimSpace(line)
-			if line == "" {
-				continue
-			}
-			pid, err := strconv.Atoi(line)
-			if err == nil {
-				os.WriteFile(pidPath, []byte(strconv.Itoa(pid)), 0o600)
-				break
-			}
-		}
-	}
-
-	status = getGatewayStatus()
-	if !status.running {
-		return fmt.Errorf("failed to start gateway")
-	}
-	return nil
-}
-
-func stopGateway() error {
-	status := getGatewayStatus()
-	if !status.running {
-		return fmt.Errorf("gateway is not running")
-	}
-
-	var err error
-	if runtime.GOOS == "windows" {
-		err = exec.Command("taskkill", "/F", "/PID", strconv.Itoa(status.pid)).Run()
-	} else {
-		err = exec.Command("kill", "-9", strconv.Itoa(status.pid)).Run()
-	}
-	if err != nil {
-		return err
-	}
-
-	// 多次尝试确认进程已停止
-	for i := 0; i < 5; i++ {
-		if !isProcessRunning(status.pid) {
-			break
-		}
-		time.Sleep(200 * time.Millisecond)
-	}
-
-	os.Remove(getPidPath())
-	return nil
-}
-
-func (a *App) newGatewayPage() tview.Primitive {
-	flex := tview.NewFlex().SetDirection(tview.FlexRow)
-	flex.SetBorder(true).
-		SetTitle(" [#00f0ff::b] GATEWAY MANAGEMENT ").
-		SetTitleColor(tcell.NewHexColor(0x00f0ff)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	flex.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	statusTV := tview.NewTextView().
-		SetDynamicColors(true).
-		SetTextAlign(tview.AlignCenter).
-		SetText("Checking status...")
-	statusTV.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	var updateStatus func()
-
-	// 使用List作为按钮，保证显示和交互正常
-	buttons := tview.NewList()
-	buttons.SetBackgroundColor(tcell.NewHexColor(0x050510))
-	buttons.SetMainTextColor(tcell.ColorWhite)
-	buttons.SetSelectedBackgroundColor(tcell.NewHexColor(0xff00ff))
-	buttons.SetSelectedTextColor(tcell.ColorBlack)
-
-	buttons.AddItem(" [lime]START[white]   ", "", 0, func() {
-		if !getGatewayStatus().running {
-			err := startGateway()
-			if err != nil {
-				a.showError(err.Error())
-			}
-			updateStatus()
-		}
-	})
-	buttons.AddItem(" [red]STOP[white]    ", "", 0, func() {
-		if getGatewayStatus().running {
-			err := stopGateway()
-			if err != nil {
-				a.showError(err.Error())
-			}
-			updateStatus()
-		}
-	})
-
-	buttonFlex := tview.NewFlex().SetDirection(tview.FlexColumn)
-	buttonFlex.
-		AddItem(tview.NewBox(), 0, 1, false).
-		AddItem(buttons, 20, 1, true).
-		AddItem(tview.NewBox(), 0, 1, false)
-
-	flex.
-		AddItem(tview.NewBox(), 0, 1, false).
-		AddItem(statusTV, 3, 1, false).
-		AddItem(tview.NewBox(), 0, 1, false).
-		AddItem(buttonFlex, 4, 1, true).
-		AddItem(tview.NewBox(), 0, 1, false)
-
-	updateStatus = func() {
-		status := getGatewayStatus()
-		if status.running {
-			statusTV.SetText(fmt.Sprintf("[#39ff14::b]GATEWAY RUNNING[-]\n\nPID: %d", status.pid))
-			buttons.SetItemText(0, " [gray]START[white]   ", "")
-			buttons.SetItemText(1, " [red]STOP[white]    ", "")
-		} else {
-			statusTV.SetText("[#ff2a2a::b]GATEWAY STOPPED[-]\n\nPID: N/A")
-			buttons.SetItemText(0, " [lime]START[white]   ", "")
-			buttons.SetItemText(1, " [gray]STOP[white]    ", "")
-		}
-	}
-
-	updateStatus()
-
-	done := make(chan struct{})
-	go func() {
-		ticker := time.NewTicker(2 * time.Second)
-		defer ticker.Stop()
-		for {
-			select {
-			case <-ticker.C:
-				a.tapp.QueueUpdateDraw(updateStatus)
-			case <-done:
-				return
-			}
-		}
-	}()
-
-	originalInputCapture := flex.GetInputCapture()
-	flex.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		if event.Key() == tcell.KeyEscape {
-			close(done)
-			return a.goBack()
-		}
-		if originalInputCapture != nil {
-			return originalInputCapture(event)
-		}
-		return event
-	})
-
-	a.pageRefreshFns["gateway"] = updateStatus
-
-	return a.buildShell("gateway", flex, " [#39ff14]Enter:[-] select  [#ff2a2a]ESC:[-] back ")
-}

cmd/picoclaw-launcher-tui/ui/home.go

@@ -1,70 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"os"
-	"os/exec"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-)
-
-func (a *App) newHomePage() tview.Primitive {
-	list := tview.NewList()
-	list.SetBorder(true).
-		SetTitle(" [#00f0ff::b] ACTIVE CONFIGURATION ").
-		SetTitleColor(tcell.NewHexColor(0x00f0ff)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	list.SetMainTextColor(tcell.NewHexColor(0xe0e0e0))
-	list.SetSecondaryTextColor(tcell.NewHexColor(0x808080))
-	list.SetSelectedStyle(
-		tcell.StyleDefault.Background(tcell.NewHexColor(0x39ff14)).Foreground(tcell.NewHexColor(0x050510)),
-	)
-	list.SetHighlightFullLine(true)
-	list.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	rebuildList := func() {
-		sel := list.GetCurrentItem()
-		list.Clear()
-		list.AddItem("MODEL: "+a.cfg.CurrentModelLabel(), "Select to configure AI model", 'm', func() {
-			a.navigateTo("schemes", a.newSchemesPage())
-		})
-		list.AddItem(
-			"CHANNELS: Configure communication channels",
-			"Manage Telegram/Discord/WeChat channels",
-			'n',
-			func() {
-				a.navigateTo("channels", a.newChannelsPage())
-			},
-		)
-		list.AddItem("GATEWAY MANAGEMENT", "Manage PicoClaw gateway daemon", 'g', func() {
-			a.navigateTo("gateway", a.newGatewayPage())
-		})
-		list.AddItem("CHAT: Start AI agent chat", "Launch interactive chat session", 'c', func() {
-			a.tapp.Suspend(func() {
-				cmd := exec.Command("picoclaw", "agent")
-				cmd.Stdin = os.Stdin
-				cmd.Stdout = os.Stdout
-				cmd.Stderr = os.Stderr
-				_ = cmd.Run()
-			})
-		})
-		list.AddItem("QUIT SYSTEM", "Exit PicoClaw Launcher", 'q', func() { a.tapp.Stop() })
-		if sel >= 0 && sel < list.GetItemCount() {
-			list.SetCurrentItem(sel)
-		}
-	}
-	rebuildList()
-
-	a.pageRefreshFns["home"] = rebuildList
-
-	return a.buildShell(
-		"home",
-		list,
-		" [#00f0ff]m:[-] model  [#00f0ff]n:[-] channels  [#00f0ff]g:[-] gateway  [#00f0ff]c:[-] chat  [#ff2a2a]q:[-] quit ",
-	)
-}

cmd/picoclaw-launcher-tui/ui/models.go

@@ -1,200 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"encoding/json"
-	"fmt"
-	"io"
-	"net/http"
-	"strings"
-	"time"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-
-	tuicfg "github.com/sipeed/picoclaw/cmd/picoclaw-launcher-tui/config"
-)
-
-type modelsAPIResponse struct {
-	Data []modelEntry `json:"data"`
-}
-
-type modelEntry struct {
-	ID          string `json:"id"`
-	Name        string `json:"name"`
-	Description string `json:"description"`
-}
-
-func (a *App) newModelsPage(schemeName, userName, baseURL string) tview.Primitive {
-	table := tview.NewTable().
-		SetBorders(false).
-		SetSelectable(true, false).
-		SetFixed(0, 0)
-	table.SetBorder(true).
-		SetTitle(fmt.Sprintf(" [#00f0ff::b] MODELS · %s / %s ", schemeName, userName)).
-		SetTitleColor(tcell.NewHexColor(0x00f0ff)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	table.SetSelectedStyle(
-		tcell.StyleDefault.Background(tcell.NewHexColor(0xff00ff)).Foreground(tcell.NewHexColor(0xffffff)),
-	)
-	table.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	var modelIDs []string
-
-	status := tview.NewTextView().
-		SetTextAlign(tview.AlignCenter).
-		SetDynamicColors(true).
-		SetText("[#ffff00]FETCHING MODELS...[-]")
-	status.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	flex := tview.NewFlex().
-		SetDirection(tview.FlexRow).
-		AddItem(status, 1, 0, false).
-		AddItem(table, 0, 1, false)
-
-	apiKey := a.resolveKey(schemeName, userName)
-
-	go func() {
-		var entries []modelEntry
-		var err error
-		if apiKey == "" {
-			err = fmt.Errorf("key is required")
-		} else {
-			entries, err = fetchModels(baseURL, apiKey)
-		}
-
-		a.modelCacheMu.Lock()
-		if a.modelCache == nil {
-			a.modelCache = make(map[string][]modelEntry)
-		}
-		if err == nil && len(entries) > 0 {
-			a.modelCache[cacheKey(schemeName, userName)] = entries
-		} else {
-			a.modelCache[cacheKey(schemeName, userName)] = nil
-		}
-		a.modelCacheMu.Unlock()
-
-		a.tapp.QueueUpdateDraw(func() {
-			if err != nil {
-				status.SetText(fmt.Sprintf("[#ff2a2a]ERROR: %s[-]", err.Error()))
-				table.SetCell(0, 0, tview.NewTableCell(" (failed to load models)"))
-				a.tapp.SetFocus(table)
-				return
-			}
-			if len(entries) == 0 {
-				status.SetText("[#ff2a2a]NO MODELS RETURNED[-]")
-				table.SetCell(0, 0, tview.NewTableCell(" (no models available)"))
-				a.tapp.SetFocus(table)
-				return
-			}
-
-			status.SetText(fmt.Sprintf("[#39ff14]%d MODEL(S) LOADED[-]", len(entries)))
-			for i, m := range entries {
-				modelIDs = append(modelIDs, m.ID)
-				table.SetCell(i, 0,
-					tview.NewTableCell(fmt.Sprintf("%3d", i+1)).
-						SetAlign(tview.AlignRight).
-						SetTextColor(tcell.NewHexColor(0x808080)).
-						SetSelectable(false),
-				)
-				table.SetCell(i, 1,
-					tview.NewTableCell(" "+m.ID).
-						SetAlign(tview.AlignLeft).
-						SetExpansion(1).
-						SetTextColor(tcell.NewHexColor(0xe0e0e0)),
-				)
-			}
-			a.tapp.SetFocus(table)
-		})
-	}()
-
-	table.SetSelectedFunc(func(row, _ int) {
-		if row < 0 || row >= len(modelIDs) {
-			return
-		}
-		a.cfg.Provider.Current = tuicfg.ProviderCurrent{
-			Scheme: schemeName,
-			User:   userName,
-			Model:  modelIDs[row],
-		}
-		a.save()
-
-		// Trigger model selected callback if set
-		if a.OnModelSelected != nil && a.cfg.Model.Type == "provider" {
-			scheme := a.cfg.Provider.SchemeByName(schemeName)
-			if scheme == nil {
-				a.goBack()
-				return
-			}
-			var user tuicfg.User
-			for _, u := range a.cfg.Provider.Users {
-				if u.Scheme == schemeName && u.Name == userName {
-					user = u
-					break
-				}
-			}
-			a.OnModelSelected(*scheme, user, modelIDs[row])
-		}
-
-		a.goBack()
-	})
-
-	return a.buildShell("models", flex, " [#39ff14]Enter:[-] select  [#ff00ff]ESC:[-] back ")
-}
-
-func (a *App) resolveKey(schemeName, userName string) string {
-	for _, u := range a.cfg.Provider.Users {
-		if u.Scheme == schemeName && u.Name == userName {
-			return u.Key
-		}
-	}
-	return ""
-}
-
-func fetchModels(baseURL, apiKey string) ([]modelEntry, error) {
-	url := strings.TrimRight(baseURL, "/") + "/models"
-
-	client := &http.Client{Timeout: 15 * time.Second}
-	req, err := http.NewRequest(http.MethodGet, url, nil)
-	if err != nil {
-		return nil, fmt.Errorf("build request: %w", err)
-	}
-	if apiKey != "" {
-		req.Header.Set("Authorization", "Bearer "+apiKey)
-	}
-
-	resp, err := client.Do(req)
-	if err != nil {
-		return nil, fmt.Errorf("request failed: %w", err)
-	}
-	defer resp.Body.Close()
-
-	if resp.StatusCode != http.StatusOK {
-		body, _ := io.ReadAll(io.LimitReader(resp.Body, 512))
-		return nil, fmt.Errorf("HTTP %d: %s", resp.StatusCode, strings.TrimSpace(string(body)))
-	}
-
-	body, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return nil, fmt.Errorf("read response: %w", err)
-	}
-
-	var result modelsAPIResponse
-	if err := json.Unmarshal(body, &result); err == nil && len(result.Data) > 0 {
-		return result.Data, nil
-	}
-
-	var arr []modelEntry
-	if err := json.Unmarshal(body, &arr); err == nil {
-		return arr, nil
-	}
-
-	return nil, fmt.Errorf(
-		"decode response: unrecognized shape: %s",
-		strings.TrimSpace(string(body[:min(len(body), 256)])),
-	)
-}

cmd/picoclaw-launcher-tui/ui/schemes.go

@@ -1,252 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"fmt"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-
-	tuicfg "github.com/sipeed/picoclaw/cmd/picoclaw-launcher-tui/config"
-)
-
-func (a *App) newSchemesPage() tview.Primitive {
-	table := tview.NewTable().
-		SetBorders(false).
-		SetSelectable(true, false)
-	table.SetBorder(true).
-		SetTitle(" [#00f0ff::b] PROVIDER SCHEMES ").
-		SetTitleColor(tcell.NewHexColor(0x00f0ff)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	table.SetSelectedStyle(
-		tcell.StyleDefault.Background(tcell.NewHexColor(0xff00ff)).Foreground(tcell.NewHexColor(0xffffff)),
-	)
-	table.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	rowToIdx := func(row int) int { return row / 2 }
-
-	selectedSchemeName := func() string {
-		row, _ := table.GetSelection()
-		idx := rowToIdx(row)
-		schemes := a.cfg.Provider.Schemes
-		if idx >= 0 && idx < len(schemes) {
-			return schemes[idx].Name
-		}
-		return ""
-	}
-
-	rebuild := func() {
-		selName := selectedSchemeName()
-		table.Clear()
-		schemes := a.cfg.Provider.Schemes
-		for i, s := range schemes {
-			nameRow := i * 2
-			detailRow := nameRow + 1
-
-			table.SetCell(nameRow, 0,
-				tview.NewTableCell(" "+s.Name).
-					SetTextColor(tcell.NewHexColor(0xe0e0e0)).
-					SetExpansion(1).
-					SetSelectable(true),
-			)
-
-			users := a.cfg.Provider.UsersForScheme(s.Name)
-			n := len(users)
-			m := 0
-			for _, u := range users {
-				if models := a.cachedModels(s.Name, u.Name); len(models) > 0 {
-					m++
-				}
-			}
-			table.SetCell(detailRow, 0,
-				tview.NewTableCell(fmt.Sprintf("  [#808080](%d/%d) %s", m, n, s.BaseURL)).
-					SetTextColor(tcell.NewHexColor(0x808080)).
-					SetExpansion(1).
-					SetSelectable(false),
-			)
-			table.SetCell(detailRow, 1,
-				tview.NewTableCell("[#00f0ff]"+s.Type+"  ").
-					SetAlign(tview.AlignRight).
-					SetSelectable(false),
-			)
-		}
-		if selName != "" {
-			for i, s := range schemes {
-				if s.Name == selName {
-					table.Select(i*2, 0)
-					return
-				}
-			}
-		}
-		if table.GetRowCount() > 0 {
-			table.Select(0, 0)
-		}
-	}
-	rebuild()
-
-	a.refreshModelCache(rebuild)
-	a.pageRefreshFns["schemes"] = func() { a.refreshModelCache(rebuild) }
-
-	table.SetSelectedFunc(func(row, _ int) {
-		idx := rowToIdx(row)
-		schemes := a.cfg.Provider.Schemes
-		if idx < 0 || idx >= len(schemes) {
-			return
-		}
-		name := schemes[idx].Name
-		a.navigateTo("users", a.newUsersPage(name))
-	})
-
-	table.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		row, _ := table.GetSelection()
-		idx := rowToIdx(row)
-		schemes := a.cfg.Provider.Schemes
-		switch event.Rune() {
-		case 'a':
-			a.showSchemeForm(nil, func(s tuicfg.Scheme) {
-				a.cfg.Provider.Schemes = append(a.cfg.Provider.Schemes, s)
-				a.save()
-				a.refreshModelCache(rebuild)
-			})
-			return nil
-		case 'e':
-			if idx < 0 || idx >= len(schemes) {
-				return nil
-			}
-			origName := schemes[idx].Name
-			orig := schemes[idx]
-			a.showSchemeForm(&orig, func(s tuicfg.Scheme) {
-				current := a.cfg.Provider.Schemes
-				for i, sc := range current {
-					if sc.Name == origName {
-						a.cfg.Provider.Schemes[i] = s
-						break
-					}
-				}
-				a.save()
-				a.refreshModelCache(func() {
-					rebuild()
-					for i, sc := range a.cfg.Provider.Schemes {
-						if sc.Name == s.Name {
-							table.Select(i*2, 0)
-							break
-						}
-					}
-				})
-			})
-			return nil
-		case 'd':
-			if idx < 0 || idx >= len(schemes) {
-				return nil
-			}
-			name := schemes[idx].Name
-			a.confirmDelete(fmt.Sprintf("scheme %q", name), func() {
-				current := a.cfg.Provider.Schemes
-				newSchemes := make([]tuicfg.Scheme, 0, len(current))
-				for _, sc := range current {
-					if sc.Name != name {
-						newSchemes = append(newSchemes, sc)
-					}
-				}
-				a.cfg.Provider.Schemes = newSchemes
-
-				existing := a.cfg.Provider.Users
-				filtered := make([]tuicfg.User, 0, len(existing))
-				for _, u := range existing {
-					if u.Scheme != name {
-						filtered = append(filtered, u)
-					}
-				}
-				a.cfg.Provider.Users = filtered
-
-				a.save()
-				a.refreshModelCache(rebuild)
-			})
-			return nil
-		}
-		return event
-	})
-
-	return a.buildShell(
-		"schemes",
-		table,
-		" [#00f0ff]a:[-] add  [#00f0ff]e:[-] edit  [#ff2a2a]d:[-] delete  [#39ff14]Enter:[-] open  [#ff00ff]ESC:[-] back ",
-	)
-}
-
-func (a *App) showSchemeForm(existing *tuicfg.Scheme, onSave func(tuicfg.Scheme)) {
-	name := ""
-	baseURL := ""
-	schemeType := "openai-compatible"
-	title := " ADD SCHEME "
-
-	if existing != nil {
-		name = existing.Name
-		baseURL = existing.BaseURL
-		schemeType = existing.Type
-		title = " EDIT SCHEME "
-	}
-
-	typeOptions := []string{"openai-compatible", "anthropic"}
-	typeIdx := 0
-	for i, t := range typeOptions {
-		if t == schemeType {
-			typeIdx = i
-			break
-		}
-	}
-
-	form := tview.NewForm()
-
-	form.
-		AddInputField("Name", name, 20, nil, func(text string) { name = text }).
-		AddInputField("Base URL", baseURL, 28, nil, func(text string) { baseURL = text }).
-		AddDropDown("Type", typeOptions, typeIdx, func(option string, _ int) { schemeType = option }).
-		AddButton("SAVE", func() {
-			if name == "" {
-				a.showError("Name is required")
-				return
-			}
-			if baseURL == "" {
-				a.showError("Base URL is required")
-				return
-			}
-			if existing == nil {
-				for _, s := range a.cfg.Provider.Schemes {
-					if s.Name == name {
-						a.showError(fmt.Sprintf("Scheme name %q already exists", name))
-						return
-					}
-				}
-			}
-			a.hideModal("scheme-form")
-			onSave(tuicfg.Scheme{Name: name, BaseURL: baseURL, Type: schemeType})
-		}).
-		AddButton("CANCEL", func() {
-			a.hideModal("scheme-form")
-		})
-
-	form.SetBorder(true).
-		SetTitle(" [::b]" + title + " ").
-		SetTitleColor(tcell.NewHexColor(0x39ff14)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	form.SetBackgroundColor(tcell.NewHexColor(0x1a1a2e))
-	form.SetFieldBackgroundColor(tcell.NewHexColor(0x050510))
-	form.SetFieldTextColor(tcell.NewHexColor(0x00f0ff))
-	form.SetLabelColor(tcell.NewHexColor(0xe0e0e0))
-	form.SetButtonBackgroundColor(tcell.NewHexColor(0xff00ff))
-	form.SetButtonTextColor(tcell.NewHexColor(0xffffff))
-	form.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		if event.Key() == tcell.KeyEscape {
-			a.hideModal("scheme-form")
-			return nil
-		}
-		return event
-	})
-
-	a.showModal("scheme-form", centeredForm(form, 4, 12))
-}

cmd/picoclaw-launcher-tui/ui/users.go

@@ -1,261 +0,0 @@
-// PicoClaw - Ultra-lightweight personal AI agent
-// License: MIT
-//
-// Copyright (c) 2026 PicoClaw contributors
-
-package ui
-
-import (
-	"fmt"
-
-	"github.com/gdamore/tcell/v2"
-	"github.com/rivo/tview"
-
-	tuicfg "github.com/sipeed/picoclaw/cmd/picoclaw-launcher-tui/config"
-)
-
-func (a *App) newUsersPage(schemeName string) tview.Primitive {
-	table := tview.NewTable().
-		SetBorders(false).
-		SetSelectable(true, false)
-	table.SetBorder(true).
-		SetTitle(fmt.Sprintf(" [#00f0ff::b] USERS · %s ", schemeName)).
-		SetTitleColor(tcell.NewHexColor(0x00f0ff)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	table.SetSelectedStyle(
-		tcell.StyleDefault.Background(tcell.NewHexColor(0xff00ff)).Foreground(tcell.NewHexColor(0xffffff)),
-	)
-	table.SetBackgroundColor(tcell.NewHexColor(0x050510))
-
-	visibleUsers := func() []tuicfg.User {
-		var out []tuicfg.User
-		for _, u := range a.cfg.Provider.Users {
-			if u.Scheme == schemeName {
-				out = append(out, u)
-			}
-		}
-		return out
-	}
-
-	findUserGlobalIdx := func(userName string) int {
-		for i, u := range a.cfg.Provider.Users {
-			if u.Scheme == schemeName && u.Name == userName {
-				return i
-			}
-		}
-		return -1
-	}
-
-	rowToVisIdx := func(row int) int { return row / 2 }
-
-	selectedUserName := func() string {
-		row, _ := table.GetSelection()
-		users := visibleUsers()
-		visIdx := rowToVisIdx(row)
-		if visIdx >= 0 && visIdx < len(users) {
-			return users[visIdx].Name
-		}
-		return ""
-	}
-
-	rebuild := func() {
-		selName := selectedUserName()
-		table.Clear()
-		users := visibleUsers()
-		for i, u := range users {
-			nameRow := i * 2
-			detailRow := nameRow + 1
-
-			table.SetCell(nameRow, 0,
-				tview.NewTableCell(" "+u.Name).
-					SetTextColor(tcell.NewHexColor(0xe0e0e0)).
-					SetExpansion(1).
-					SetSelectable(true),
-			)
-			table.SetCell(nameRow, 1,
-				tview.NewTableCell("").
-					SetSelectable(false),
-			)
-
-			models := a.cachedModels(schemeName, u.Name)
-			var detailText string
-			if len(models) > 0 {
-				detailText = fmt.Sprintf("  [#39ff14]%d models available[-]", len(models))
-			} else {
-				detailText = "  [#ff2a2a]Inactive / No Access[-]"
-			}
-			table.SetCell(detailRow, 0,
-				tview.NewTableCell(detailText).
-					SetTextColor(tcell.NewHexColor(0x808080)).
-					SetExpansion(1).
-					SetSelectable(false),
-			)
-			table.SetCell(detailRow, 1,
-				tview.NewTableCell("[#00f0ff]"+u.Type+"  ").
-					SetAlign(tview.AlignRight).
-					SetSelectable(false),
-			)
-		}
-		if selName != "" {
-			for i, u := range users {
-				if u.Name == selName {
-					table.Select(i*2, 0)
-					return
-				}
-			}
-		}
-		if table.GetRowCount() > 0 {
-			table.Select(0, 0)
-		}
-	}
-	rebuild()
-
-	a.refreshModelCache(rebuild)
-	a.pageRefreshFns["users"] = func() { a.refreshModelCache(rebuild) }
-
-	table.SetSelectedFunc(func(row, _ int) {
-		visIdx := rowToVisIdx(row)
-		users := visibleUsers()
-		if visIdx < 0 || visIdx >= len(users) {
-			return
-		}
-		uName := users[visIdx].Name
-		scheme := a.cfg.Provider.SchemeByName(schemeName)
-		if scheme == nil {
-			a.showError(fmt.Sprintf("Scheme %q not found", schemeName))
-			return
-		}
-		a.navigateTo("models", a.newModelsPage(schemeName, uName, scheme.BaseURL))
-	})
-
-	table.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		row, _ := table.GetSelection()
-		visIdx := rowToVisIdx(row)
-		users := visibleUsers()
-		switch event.Rune() {
-		case 'a':
-			a.showUserForm(schemeName, nil, func(u tuicfg.User) {
-				a.cfg.Provider.Users = append(a.cfg.Provider.Users, u)
-				a.save()
-				a.refreshModelCache(rebuild)
-			})
-			return nil
-		case 'e':
-			if visIdx < 0 || visIdx >= len(users) {
-				return nil
-			}
-			origName := users[visIdx].Name
-			orig := a.cfg.Provider.Users[findUserGlobalIdx(origName)]
-			a.showUserForm(schemeName, &orig, func(u tuicfg.User) {
-				cfgIdx := findUserGlobalIdx(origName)
-				if cfgIdx < 0 {
-					a.showError(fmt.Sprintf("User %q no longer exists", origName))
-					return
-				}
-				a.cfg.Provider.Users[cfgIdx] = u
-				a.save()
-				a.refreshModelCache(func() {
-					rebuild()
-					for i, usr := range visibleUsers() {
-						if usr.Name == u.Name {
-							table.Select(i*2, 0)
-							break
-						}
-					}
-				})
-			})
-			return nil
-		case 'd':
-			if visIdx < 0 || visIdx >= len(users) {
-				return nil
-			}
-			uName := users[visIdx].Name
-			a.confirmDelete(fmt.Sprintf("user %q", uName), func() {
-				cfgIdx := findUserGlobalIdx(uName)
-				if cfgIdx < 0 {
-					return
-				}
-				all := a.cfg.Provider.Users
-				a.cfg.Provider.Users = append(all[:cfgIdx], all[cfgIdx+1:]...)
-				a.save()
-				a.refreshModelCache(rebuild)
-			})
-			return nil
-		}
-		return event
-	})
-
-	return a.buildShell(
-		"users",
-		table,
-		" [#00f0ff]a:[-] add  [#00f0ff]e:[-] edit  [#ff2a2a]d:[-] delete  [#39ff14]Enter:[-] models  [#ff00ff]ESC:[-] back ",
-	)
-}
-
-func (a *App) showUserForm(schemeName string, existing *tuicfg.User, onSave func(tuicfg.User)) {
-	name := ""
-	userType := "key"
-	key := ""
-	title := " ADD USER "
-
-	if existing != nil {
-		name = existing.Name
-		userType = existing.Type
-		key = existing.Key
-		title = " EDIT USER "
-	}
-
-	typeOptions := []string{"key", "OAuth"}
-	typeIdx := 0
-	for i, t := range typeOptions {
-		if t == userType {
-			typeIdx = i
-			break
-		}
-	}
-
-	form := tview.NewForm()
-	form.
-		AddInputField("Name", name, 20, nil, func(text string) { name = text }).
-		AddDropDown("Type", typeOptions, typeIdx, func(option string, _ int) { userType = option }).
-		AddPasswordField("Key", key, 28, '*', func(text string) { key = text }).
-		AddButton("SAVE", func() {
-			if name == "" {
-				a.showError("Name is required")
-				return
-			}
-			if existing == nil {
-				for _, u := range a.cfg.Provider.Users {
-					if u.Scheme == schemeName && u.Name == name {
-						a.showError(fmt.Sprintf("User name %q already exists for this scheme", name))
-						return
-					}
-				}
-			}
-			a.hideModal("user-form")
-			onSave(tuicfg.User{Name: name, Scheme: schemeName, Type: userType, Key: key})
-		}).
-		AddButton("CANCEL", func() {
-			a.hideModal("user-form")
-		})
-
-	form.SetBorder(true).
-		SetTitle(" [::b]" + title + " ").
-		SetTitleColor(tcell.NewHexColor(0x39ff14)).
-		SetBorderColor(tcell.NewHexColor(0x00f0ff))
-	form.SetBackgroundColor(tcell.NewHexColor(0x1a1a2e))
-	form.SetFieldBackgroundColor(tcell.NewHexColor(0x050510))
-	form.SetFieldTextColor(tcell.NewHexColor(0x00f0ff))
-	form.SetLabelColor(tcell.NewHexColor(0xe0e0e0))
-	form.SetButtonBackgroundColor(tcell.NewHexColor(0xff00ff))
-	form.SetButtonTextColor(tcell.NewHexColor(0xffffff))
-	form.SetInputCapture(func(event *tcell.EventKey) *tcell.EventKey {
-		if event.Key() == tcell.KeyEscape {
-			a.hideModal("user-form")
-			return nil
-		}
-		return event
-	})
-
-	a.showModal("user-form", centeredForm(form, 4, 13))
-}

cmd/picoclaw/internal/auth/helpers.go

@@ -17,24 +17,24 @@ import (
 )
 
 const (
-	supportedProvidersMsg = "supported providers: openai, anthropic, google-antigravity"
+	supportedProvidersMsg = "supported providers: openai, anthropic, google-antigravity, antigravity"
 	defaultAnthropicModel = "claude-sonnet-4.6"
 )
 
-func authLoginCmd(provider string, useDeviceCode bool, useOauth bool) error {
+func authLoginCmd(provider string, useDeviceCode bool, useOauth bool, noBrowser bool) error {
 	switch provider {
 	case "openai":
-		return authLoginOpenAI(useDeviceCode)
+		return authLoginOpenAI(useDeviceCode, noBrowser)
 	case "anthropic":
 		return authLoginAnthropic(useOauth)
 	case "google-antigravity", "antigravity":
-		return authLoginGoogleAntigravity()
+		return authLoginGoogleAntigravity(noBrowser)
 	default:
 		return fmt.Errorf("unsupported provider: %s (%s)", provider, supportedProvidersMsg)
 	}
 }
 
-func authLoginOpenAI(useDeviceCode bool) error {
+func authLoginOpenAI(useDeviceCode bool, noBrowser bool) error {
 	cfg := auth.OpenAIOAuthConfig()
 
 	var cred *auth.AuthCredential
@@ -43,7 +43,7 @@ func authLoginOpenAI(useDeviceCode bool) error {
 	if useDeviceCode {
 		cred, err = auth.LoginDeviceCode(cfg)
 	} else {
-		cred, err = auth.LoginBrowser(cfg)
+		cred, err = auth.LoginBrowserWithOptions(cfg, auth.LoginBrowserOptions{NoBrowser: noBrowser})
 	}
 
 	if err != nil {
@@ -59,7 +59,7 @@ func authLoginOpenAI(useDeviceCode bool) error {
 		// Update or add openai in ModelList
 		foundOpenAI := false
 		for i := range appCfg.ModelList {
-			if isOpenAIModel(appCfg.ModelList[i].Model) {
+			if isOpenAIModel(appCfg.ModelList[i]) {
 				appCfg.ModelList[i].AuthMethod = "oauth"
 				foundOpenAI = true
 				break
@@ -92,10 +92,10 @@ func authLoginOpenAI(useDeviceCode bool) error {
 	return nil
 }
 
-func authLoginGoogleAntigravity() error {
+func authLoginGoogleAntigravity(noBrowser bool) error {
 	cfg := auth.GoogleAntigravityOAuthConfig()
 
-	cred, err := auth.LoginBrowser(cfg)
+	cred, err := auth.LoginBrowserWithOptions(cfg, auth.LoginBrowserOptions{NoBrowser: noBrowser})
 	if err != nil {
 		return fmt.Errorf("login failed: %w", err)
 	}
@@ -130,7 +130,7 @@ func authLoginGoogleAntigravity() error {
 		// Update or add antigravity in ModelList
 		foundAntigravity := false
 		for i := range appCfg.ModelList {
-			if isAntigravityModel(appCfg.ModelList[i].Model) {
+			if isAntigravityModel(appCfg.ModelList[i]) {
 				appCfg.ModelList[i].AuthMethod = "oauth"
 				foundAntigravity = true
 				break
@@ -206,7 +206,7 @@ func authLoginAnthropicSetupToken() error {
 	if err == nil {
 		found := false
 		for i := range appCfg.ModelList {
-			if isAnthropicModel(appCfg.ModelList[i].Model) {
+			if isAnthropicModel(appCfg.ModelList[i]) {
 				appCfg.ModelList[i].AuthMethod = "oauth"
 				found = true
 				break
@@ -282,7 +282,7 @@ func authLoginPasteToken(provider string) error {
 			// Update ModelList
 			found := false
 			for i := range appCfg.ModelList {
-				if isAnthropicModel(appCfg.ModelList[i].Model) {
+				if isAnthropicModel(appCfg.ModelList[i]) {
 					appCfg.ModelList[i].AuthMethod = "token"
 					found = true
 					break
@@ -300,7 +300,7 @@ func authLoginPasteToken(provider string) error {
 			// Update ModelList
 			found := false
 			for i := range appCfg.ModelList {
-				if isOpenAIModel(appCfg.ModelList[i].Model) {
+				if isOpenAIModel(appCfg.ModelList[i]) {
 					appCfg.ModelList[i].AuthMethod = "token"
 					found = true
 					break
@@ -342,15 +342,15 @@ func authLogoutCmd(provider string) error {
 			for i := range appCfg.ModelList {
 				switch provider {
 				case "openai":
-					if isOpenAIModel(appCfg.ModelList[i].Model) {
+					if isOpenAIModel(appCfg.ModelList[i]) {
 						appCfg.ModelList[i].AuthMethod = ""
 					}
 				case "anthropic":
-					if isAnthropicModel(appCfg.ModelList[i].Model) {
+					if isAnthropicModel(appCfg.ModelList[i]) {
 						appCfg.ModelList[i].AuthMethod = ""
 					}
 				case "google-antigravity", "antigravity":
-					if isAntigravityModel(appCfg.ModelList[i].Model) {
+					if isAntigravityModel(appCfg.ModelList[i]) {
 						appCfg.ModelList[i].AuthMethod = ""
 					}
 				}
@@ -484,22 +484,20 @@ func authModelsCmd() error {
 	return nil
 }
 
-// isAntigravityModel checks if a model string belongs to antigravity provider
-func isAntigravityModel(model string) bool {
-	return model == "antigravity" ||
-		model == "google-antigravity" ||
-		strings.HasPrefix(model, "antigravity/") ||
-		strings.HasPrefix(model, "google-antigravity/")
+// isAntigravityModel checks if a model config belongs to an Antigravity provider.
+func isAntigravityModel(modelCfg *config.ModelConfig) bool {
+	protocol, _ := providers.ExtractProtocol(modelCfg)
+	return protocol == "antigravity" || protocol == "google-antigravity"
 }
 
-// isOpenAIModel checks if a model string belongs to openai provider
-func isOpenAIModel(model string) bool {
-	return model == "openai" ||
-		strings.HasPrefix(model, "openai/")
+// isOpenAIModel checks if a model config belongs to the OpenAI provider.
+func isOpenAIModel(modelCfg *config.ModelConfig) bool {
+	protocol, _ := providers.ExtractProtocol(modelCfg)
+	return protocol == "openai"
 }
 
-// isAnthropicModel checks if a model string belongs to anthropic provider
-func isAnthropicModel(model string) bool {
-	return model == "anthropic" ||
-		strings.HasPrefix(model, "anthropic/")
+// isAnthropicModel checks if a model config belongs to the Anthropic provider.
+func isAnthropicModel(modelCfg *config.ModelConfig) bool {
+	protocol, _ := providers.ExtractProtocol(modelCfg)
+	return protocol == "anthropic"
 }

cmd/picoclaw/internal/auth/login.go

@@ -7,6 +7,7 @@ func newLoginCommand() *cobra.Command {
 		provider      string
 		useDeviceCode bool
 		useOauth      bool
+		noBrowser     bool
 	)
 
 	cmd := &cobra.Command{
@@ -14,12 +15,15 @@ func newLoginCommand() *cobra.Command {
 		Short: "Login via OAuth or paste token",
 		Args:  cobra.NoArgs,
 		RunE: func(cmd *cobra.Command, _ []string) error {
-			return authLoginCmd(provider, useDeviceCode, useOauth)
+			return authLoginCmd(provider, useDeviceCode, useOauth, noBrowser)
 		},
 	}
 
-	cmd.Flags().StringVarP(&provider, "provider", "p", "", "Provider to login with (openai, anthropic)")
+	cmd.Flags().StringVarP(
+		&provider, "provider", "p", "", "Provider to login with (openai, anthropic, google-antigravity, antigravity)",
+	)
 	cmd.Flags().BoolVar(&useDeviceCode, "device-code", false, "Use device code flow (for headless environments)")
+	cmd.Flags().BoolVar(&noBrowser, "no-browser", false, "Do not auto-open a browser during OAuth login")
 	cmd.Flags().BoolVar(
 		&useOauth, "setup-token", false,
 		"Use setup-token flow for Anthropic (from `claude setup-token`)",

cmd/picoclaw/internal/auth/login_test.go

@@ -18,6 +18,7 @@ func TestNewLoginSubCommand(t *testing.T) {
 	assert.True(t, cmd.HasFlags())
 
 	assert.NotNil(t, cmd.Flags().Lookup("device-code"))
+	assert.NotNil(t, cmd.Flags().Lookup("no-browser"))
 
 	providerFlag := cmd.Flags().Lookup("provider")
 	require.NotNil(t, providerFlag)

cmd/picoclaw/internal/auth/status_test.go

@@ -1,12 +1,53 @@
 package auth
 
 import (
+	"bytes"
+	"encoding/json"
+	"io"
+	"os"
+	"path/filepath"
+	"strings"
 	"testing"
+	"time"
 
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+
+	pkgauth "github.com/sipeed/picoclaw/pkg/auth"
+	"github.com/sipeed/picoclaw/pkg/config"
 )
 
+func captureAuthStdout(t *testing.T, fn func()) string {
+	t.Helper()
+
+	oldStdout := os.Stdout
+	r, w, err := os.Pipe()
+	require.NoError(t, err)
+	os.Stdout = w
+	t.Cleanup(func() {
+		os.Stdout = oldStdout
+	})
+
+	fn()
+
+	require.NoError(t, w.Close())
+	os.Stdout = oldStdout
+
+	var buf bytes.Buffer
+	_, err = io.Copy(&buf, r)
+	require.NoError(t, err)
+	require.NoError(t, r.Close())
+	return buf.String()
+}
+
+func setAuthStatusTestHome(t *testing.T) string {
+	t.Helper()
+
+	tmpDir := t.TempDir()
+	t.Setenv(config.EnvHome, filepath.Join(tmpDir, ".picoclaw"))
+	return tmpDir
+}
+
 func TestNewStatusSubcommand(t *testing.T) {
 	cmd := newStatusCommand()
 
@@ -16,3 +57,47 @@ func TestNewStatusSubcommand(t *testing.T) {
 
 	assert.False(t, cmd.HasFlags())
 }
+
+func TestAuthStatusCmdShowsCanonicalGoogleAntigravityAfterLegacyRefresh(t *testing.T) {
+	tmpDir := setAuthStatusTestHome(t)
+
+	legacyExpiry := time.Date(2026, 4, 16, 10, 0, 0, 0, time.UTC)
+	legacyStore := map[string]any{
+		"credentials": map[string]any{
+			"antigravity": map[string]any{
+				"access_token": "legacy-token",
+				"expires_at":   legacyExpiry.Format(time.RFC3339),
+				"provider":     "antigravity",
+				"auth_method":  "oauth",
+				"project_id":   "legacy-project",
+			},
+		},
+	}
+	data, err := json.Marshal(legacyStore)
+	require.NoError(t, err)
+
+	authPath := filepath.Join(tmpDir, ".picoclaw", "auth.json")
+	require.NoError(t, os.MkdirAll(filepath.Dir(authPath), 0o755))
+	require.NoError(t, os.WriteFile(authPath, data, 0o600))
+
+	refreshedExpiry := time.Date(2026, 4, 16, 12, 30, 0, 0, time.UTC)
+	err = pkgauth.SetCredential("google-antigravity", &pkgauth.AuthCredential{
+		AccessToken: "fresh-token",
+		ExpiresAt:   refreshedExpiry,
+		Provider:    "google-antigravity",
+		AuthMethod:  "oauth",
+		ProjectID:   "fresh-project",
+	})
+	require.NoError(t, err)
+
+	output := captureAuthStdout(t, func() {
+		require.NoError(t, authStatusCmd())
+	})
+
+	assert.Contains(t, output, "\nAuthenticated Providers:")
+	assert.Contains(t, output, "\n  google-antigravity:\n")
+	assert.NotContains(t, output, "\n  antigravity:\n")
+	assert.Contains(t, output, "    Project: fresh-project")
+	assert.Contains(t, output, "    Expires: 2026-04-16 12:30")
+	assert.Equal(t, 1, strings.Count(output, ":\n    Method: oauth"))
+}

cmd/picoclaw/internal/auth/wecom.go

@@ -19,6 +19,7 @@ import (
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
 	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/logger"
 )
 
 const (
@@ -155,11 +156,31 @@ func defaultWeComQRFlowOptions(timeout time.Duration) wecomQRFlowOptions {
 }
 
 func applyWeComAuthResult(cfg *config.Config, botInfo wecomQRBotInfo) {
-	cfg.Channels.WeCom.Enabled = true
-	cfg.Channels.WeCom.BotID = botInfo.BotID
-	cfg.Channels.WeCom.SetSecret(botInfo.Secret)
-	if strings.TrimSpace(cfg.Channels.WeCom.WebSocketURL) == "" {
-		cfg.Channels.WeCom.WebSocketURL = wecomDefaultWebSocketURL
+	bc := cfg.Channels.GetByType(config.ChannelWeCom)
+	if bc == nil {
+		bc = &config.Channel{Type: config.ChannelWeCom}
+		cfg.Channels["wecom"] = bc
+	}
+	bc.Enabled = true
+
+	decoded, err := bc.GetDecoded()
+	if err != nil {
+		logger.ErrorCF("wecom", "failed to decode WeCom settings", map[string]any{
+			"error": err.Error(),
+		})
+		return
+	}
+	wecomCfg, ok := decoded.(*config.WeComSettings)
+	if !ok {
+		logger.ErrorCF("wecom", "unexpected WeCom settings type", map[string]any{
+			"got": fmt.Sprintf("%T", decoded),
+		})
+		return
+	}
+	wecomCfg.BotID = botInfo.BotID
+	wecomCfg.Secret = *config.NewSecureString(botInfo.Secret)
+	if strings.TrimSpace(wecomCfg.WebSocketURL) == "" {
+		wecomCfg.WebSocketURL = wecomDefaultWebSocketURL
 	}
 }
 

cmd/picoclaw/internal/auth/wecom_test.go

@@ -3,6 +3,7 @@ package auth
 import (
 	"bytes"
 	"context"
+	"net"
 	"net/http"
 	"net/http/httptest"
 	"net/url"
@@ -19,6 +20,19 @@ import (
 	"github.com/sipeed/picoclaw/pkg/config"
 )
 
+func newIPv4TestServer(t *testing.T, handler http.Handler) *httptest.Server {
+	t.Helper()
+
+	server := httptest.NewUnstartedServer(handler)
+	listener, err := net.Listen("tcp4", "127.0.0.1:0")
+	require.NoError(t, err)
+
+	server.Listener = listener
+	server.Start()
+	t.Cleanup(server.Close)
+	return server
+}
+
 func TestNewWeComCommand(t *testing.T) {
 	cmd := newWeComCommand()
 
@@ -53,7 +67,7 @@ func TestBuildWeComQRCodePageURL(t *testing.T) {
 }
 
 func TestFetchWeComQRCode(t *testing.T) {
-	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+	server := newIPv4TestServer(t, http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		assert.Equal(t, "/generate", r.URL.Path)
 		assert.Equal(t, wecomQRSourceID, r.URL.Query().Get("source"))
 		assert.Equal(t, wecomQRSourceID, r.URL.Query().Get("sourceID"))
@@ -61,7 +75,6 @@ func TestFetchWeComQRCode(t *testing.T) {
 		w.Header().Set("Content-Type", "application/json")
 		_, _ = w.Write([]byte(`{"data":{"scode":"scode-1","auth_url":"https://example.com/qr"}}`))
 	}))
-	defer server.Close()
 
 	opts := normalizeWeComQRFlowOptions(wecomQRFlowOptions{
 		HTTPClient:  server.Client(),
@@ -78,7 +91,7 @@ func TestFetchWeComQRCode(t *testing.T) {
 func TestPollWeComQRCodeResult(t *testing.T) {
 	var calls atomic.Int32
 
-	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+	server := newIPv4TestServer(t, http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		call := calls.Add(1)
 		assert.Equal(t, "/query", r.URL.Path)
 		assert.Equal(t, "scode-1", r.URL.Query().Get("scode"))
@@ -92,7 +105,6 @@ func TestPollWeComQRCodeResult(t *testing.T) {
 			_, _ = w.Write([]byte(`{"data":{"status":"success","bot_info":{"botid":"bot-1","secret":"secret-1"}}}`))
 		}
 	}))
-	defer server.Close()
 
 	var output bytes.Buffer
 	opts := normalizeWeComQRFlowOptions(wecomQRFlowOptions{
@@ -112,17 +124,23 @@ func TestPollWeComQRCodeResult(t *testing.T) {
 
 func TestApplyWeComAuthResult(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Channels.WeCom.WebSocketURL = ""
+	require.NoError(t, config.InitChannelList(cfg.Channels))
+	wecom := cfg.Channels["wecom"]
+	t.Logf("wecom: %+v", wecom)
+	decoded, err := wecom.GetDecoded()
+	require.NoError(t, err)
+	weCfg := decoded.(*config.WeComSettings)
+	weCfg.WebSocketURL = ""
 
 	applyWeComAuthResult(cfg, wecomQRBotInfo{
 		BotID:  "bot-1",
 		Secret: "secret-1",
 	})
 
-	assert.True(t, cfg.Channels.WeCom.Enabled)
-	assert.Equal(t, "bot-1", cfg.Channels.WeCom.BotID)
-	assert.Equal(t, "secret-1", cfg.Channels.WeCom.Secret.String())
-	assert.Equal(t, wecomDefaultWebSocketURL, cfg.Channels.WeCom.WebSocketURL)
+	assert.True(t, wecom.Enabled)
+	assert.Equal(t, "bot-1", weCfg.BotID)
+	assert.Equal(t, "secret-1", weCfg.Secret.String())
+	assert.Equal(t, wecomDefaultWebSocketURL, weCfg.WebSocketURL)
 }
 
 func TestAuthWeComCmdWithScanner(t *testing.T) {
@@ -149,9 +167,13 @@ func TestAuthWeComCmdWithScanner(t *testing.T) {
 
 	cfg, err := config.LoadConfig(internal.GetConfigPath())
 	require.NoError(t, err)
-	assert.True(t, cfg.Channels.WeCom.Enabled)
-	assert.Equal(t, "bot-1", cfg.Channels.WeCom.BotID)
-	assert.Equal(t, "secret-1", cfg.Channels.WeCom.Secret.String())
-	assert.Equal(t, wecomDefaultWebSocketURL, cfg.Channels.WeCom.WebSocketURL)
+	wecom := cfg.Channels["wecom"]
+	decoded, err := wecom.GetDecoded()
+	require.NoError(t, err)
+	weCfg := decoded.(*config.WeComSettings)
+	assert.True(t, wecom.Enabled)
+	assert.Equal(t, "bot-1", weCfg.BotID)
+	assert.Equal(t, "secret-1", weCfg.Secret.String())
+	assert.Equal(t, wecomDefaultWebSocketURL, weCfg.WebSocketURL)
 	assert.Contains(t, output.String(), "WeCom connected.")
 }

cmd/picoclaw/internal/auth/weixin.go

@@ -95,14 +95,24 @@ func saveWeixinConfig(token, baseURL, proxy string) error {
 		return fmt.Errorf("failed to load config: %w", err)
 	}
 
-	cfg.Channels.Weixin.Enabled = true
-	cfg.Channels.Weixin.SetToken(token)
-	const defaultBase = "https://ilinkai.weixin.qq.com/"
-	if baseURL != "" && baseURL != defaultBase {
-		cfg.Channels.Weixin.BaseURL = baseURL
+	bc := cfg.Channels.GetByType(config.ChannelWeixin)
+	if bc == nil {
+		bc = &config.Channel{Type: config.ChannelWeixin}
+		cfg.Channels[config.ChannelWeixin] = bc
 	}
-	if proxy != "" {
-		cfg.Channels.Weixin.Proxy = proxy
+	bc.Enabled = true
+
+	if decoded, err := bc.GetDecoded(); err == nil && decoded != nil {
+		if weixinCfg, ok := decoded.(*config.WeixinSettings); ok {
+			weixinCfg.Token = *config.NewSecureString(token)
+			const defaultBase = "https://ilinkai.weixin.qq.com/"
+			if baseURL != "" && baseURL != defaultBase {
+				weixinCfg.BaseURL = baseURL
+			}
+			if proxy != "" {
+				weixinCfg.Proxy = proxy
+			}
+		}
 	}
 
 	return config.SaveConfig(cfgPath, cfg)

cmd/picoclaw/internal/cliui/cliui.go

@@ -0,0 +1,147 @@
+// Package cliui renders human-oriented CLI output: bordered panels and columns
+// on wide interactive terminals. Layout (boxes/columns) is independent of ANSI
+// color: use --no-color or NO_COLOR to disable colors only; narrow or non-TTY
+// stdout falls back to plain line-oriented output.
+package cliui
+
+import (
+	"os"
+	"sync"
+
+	"github.com/charmbracelet/lipgloss"
+	"github.com/muesli/termenv"
+	"golang.org/x/term"
+)
+
+// Minimum terminal width (columns) for bordered / structured layout.
+// Below this, plain line-oriented output is used so boxes do not wrap badly.
+const minWidthFancy = 88
+
+// Minimum width to lay out some views in two columns (e.g. status providers).
+const minWidthColumns = 104
+
+var initMu sync.Mutex
+
+// Init configures lipgloss for this process. When disableAnsiColors is true
+// (e.g. --no-color, NO_COLOR, or TERM=dumb), only color is turned off; Unicode
+// borders still render when UseFancyLayout() is true.
+func Init(disableAnsiColors bool) {
+	initMu.Lock()
+	defer initMu.Unlock()
+	if disableAnsiColors {
+		lipgloss.SetColorProfile(termenv.Ascii)
+		return
+	}
+	lipgloss.SetColorProfile(termenv.EnvColorProfile())
+}
+
+// StdoutWidth returns the terminal width or a sane default if unknown.
+func StdoutWidth() int {
+	w, _, err := term.GetSize(int(os.Stdout.Fd()))
+	if err != nil || w < 20 {
+		return 80
+	}
+	return w
+}
+
+// UseFancyLayout is true when styled boxes/columns should be used.
+func UseFancyLayout() bool {
+	if !term.IsTerminal(int(os.Stdout.Fd())) {
+		return false
+	}
+	return StdoutWidth() >= minWidthFancy
+}
+
+// UseColumnLayout is true when a second content column is viable.
+func UseColumnLayout() bool {
+	return UseFancyLayout() && StdoutWidth() >= minWidthColumns
+}
+
+// InnerWidth is the target content width inside borders/margins.
+func InnerWidth() int {
+	w := StdoutWidth()
+	// Rounded border + horizontal padding (lipgloss borders ~= 2 cols each side + padding).
+	const borderBudget = 8
+	if w > borderBudget+48 {
+		return w - borderBudget
+	}
+	return 48
+}
+
+// StderrWidth returns stderr terminal width or a sane default.
+func StderrWidth() int {
+	w, _, err := term.GetSize(int(os.Stderr.Fd()))
+	if err != nil || w < 20 {
+		return 80
+	}
+	return w
+}
+
+// UseFancyStderr is true when stderr can show boxed errors without ugly wraps.
+func UseFancyStderr() bool {
+	if !term.IsTerminal(int(os.Stderr.Fd())) {
+		return false
+	}
+	return StderrWidth() >= minWidthFancy
+}
+
+// InnerStderrWidth mirrors InnerWidth but for stderr.
+func InnerStderrWidth() int {
+	w := StderrWidth()
+	const borderBudget = 8
+	if w > borderBudget+48 {
+		return w - borderBudget
+	}
+	return 48
+}
+
+var (
+	accentBlue = lipgloss.Color("#3E5DB9")
+	accentRed  = lipgloss.Color("#D54646")
+	colorMuted = lipgloss.Color("#6B6B6B")
+	colorOK    = lipgloss.Color("#2E7D32")
+)
+
+func borderStyle() lipgloss.Style {
+	return lipgloss.NewStyle().
+		Border(lipgloss.RoundedBorder()).
+		BorderForeground(accentBlue).
+		Padding(0, 1)
+}
+
+func titleBarStyle() lipgloss.Style {
+	return lipgloss.NewStyle().
+		Foreground(accentRed).
+		Bold(true)
+}
+
+func mutedStyle() lipgloss.Style {
+	return lipgloss.NewStyle().Foreground(colorMuted)
+}
+
+func bodyStyle() lipgloss.Style {
+	return lipgloss.NewStyle()
+}
+
+func kvKeyStyle() lipgloss.Style {
+	return lipgloss.NewStyle().Foreground(accentBlue).Bold(true)
+}
+
+func kvValStyle() lipgloss.Style {
+	return lipgloss.NewStyle()
+}
+
+// helpIntroStyle is the top tagline (PicoClaw blue, matches ASCII banner left side).
+func helpIntroStyle() lipgloss.Style {
+	return lipgloss.NewStyle().Foreground(accentBlue).Bold(true)
+}
+
+// helpIdentStyle is the left column for commands and flags (blue identifiers).
+func helpIdentStyle() lipgloss.Style {
+	return lipgloss.NewStyle().Foreground(accentBlue).Bold(true)
+}
+
+// helpPlaceholderStyle highlights <placeholders> in usage lines (red accent).
+func helpPlaceholderStyle() lipgloss.Style {
+	return lipgloss.NewStyle().Foreground(accentRed).Bold(true)
+}

cmd/picoclaw/internal/cliui/cliui_test.go

@@ -0,0 +1,180 @@
+package cliui
+
+import (
+	"testing"
+
+	flag "github.com/spf13/pflag"
+)
+
+func init() {
+	// Disable ANSI colors in tests so output is predictable plain text.
+	Init(true)
+}
+
+// ---------------------------------------------------------------------------
+// showErrHint
+// ---------------------------------------------------------------------------
+
+func TestShowErrHint(t *testing.T) {
+	cases := []struct {
+		msg  string
+		want bool
+	}{
+		// Cobra flag errors — should show hint
+		{"unknown flag: --foo", true},
+		{"unknown shorthand flag: 'f' in -f", true},
+		{"flag needs an argument: --output", true},
+		{"required flag(s) \"model\" not set", true},
+		// Generic invalid-argument errors — should show hint
+		{"invalid argument \"abc\" for --count", true},
+		// required flag errors — should show hint
+		{"required flag(s) \"model\" not set", true},
+		// usage: in message — should show hint
+		{"bad input\nusage: picoclaw ...", true},
+		// Should NOT false-positive on broad words
+		{"connection flagged by remote", false},
+		{"feature flag not set", false},
+		{"invalid API key provided", false},
+		{"authentication required", false},
+		// Unrelated messages — no hint
+		{"something went wrong", false},
+		{"network timeout", false},
+	}
+
+	for _, tc := range cases {
+		got := showErrHint(tc.msg)
+		if got != tc.want {
+			t.Errorf("showErrHint(%q) = %v, want %v", tc.msg, got, tc.want)
+		}
+	}
+}
+
+// ---------------------------------------------------------------------------
+// styleUsageTokens
+// ---------------------------------------------------------------------------
+
+func TestStyleUsageTokensContainsTokens(t *testing.T) {
+	cases := []struct {
+		input    string
+		contains []string // substrings that must appear in plain output
+	}{
+		{
+			"picoclaw agent <message>",
+			[]string{"picoclaw agent", "<message>"},
+		},
+		{
+			"picoclaw [command] [flags]",
+			[]string{"picoclaw", "[command]", "[flags]"},
+		},
+		{
+			"picoclaw",
+			[]string{"picoclaw"},
+		},
+		{
+			"cmd <arg1> [--flag]",
+			[]string{"cmd", "<arg1>", "[--flag]"},
+		},
+	}
+
+	for _, tc := range cases {
+		out := styleUsageTokens(tc.input)
+		for _, sub := range tc.contains {
+			if !containsStripped(out, sub) {
+				t.Errorf("styleUsageTokens(%q): output %q does not contain %q", tc.input, out, sub)
+			}
+		}
+	}
+}
+
+// containsStripped checks whether plain contains sub after stripping ANSI escapes.
+// Since Init(true) sets Ascii profile, lipgloss emits no escape codes in tests,
+// so this is just a plain substring check.
+func containsStripped(plain, sub string) bool {
+	return len(plain) >= len(sub) && findSubstring(plain, sub)
+}
+
+func findSubstring(s, sub string) bool {
+	for i := 0; i <= len(s)-len(sub); i++ {
+		if s[i:i+len(sub)] == sub {
+			return true
+		}
+	}
+	return false
+}
+
+// ---------------------------------------------------------------------------
+// collectFlagRows
+// ---------------------------------------------------------------------------
+
+func TestCollectFlagRows_Empty(t *testing.T) {
+	fs := flag.NewFlagSet("test", flag.ContinueOnError)
+	rows := collectFlagRows(fs)
+	if len(rows) != 0 {
+		t.Fatalf("expected 0 rows for empty FlagSet, got %d", len(rows))
+	}
+}
+
+func TestCollectFlagRows_BasicFlags(t *testing.T) {
+	fs := flag.NewFlagSet("test", flag.ContinueOnError)
+	fs.String("output", "", "output file path")
+	fs.Bool("verbose", false, "enable verbose mode")
+	fs.Int("count", 1, "number of items")
+
+	rows := collectFlagRows(fs)
+
+	if len(rows) != 3 {
+		t.Fatalf("expected 3 rows, got %d", len(rows))
+	}
+
+	// Rows must be sorted alphabetically by flag name.
+	names := make([]string, 0, len(rows))
+	for _, r := range rows {
+		names = append(names, r[0])
+	}
+	if names[0] > names[1] || names[1] > names[2] {
+		t.Errorf("rows not sorted: %v", names)
+	}
+}
+
+func TestCollectFlagRows_Shorthand(t *testing.T) {
+	fs := flag.NewFlagSet("test", flag.ContinueOnError)
+	fs.StringP("model", "m", "", "model name")
+
+	rows := collectFlagRows(fs)
+	if len(rows) != 1 {
+		t.Fatalf("expected 1 row, got %d", len(rows))
+	}
+	left := rows[0][0]
+	if !findSubstring(left, "-m") || !findSubstring(left, "--model") {
+		t.Errorf("expected shorthand and long form in %q", left)
+	}
+}
+
+func TestCollectFlagRows_HiddenFlagsExcluded(t *testing.T) {
+	fs := flag.NewFlagSet("test", flag.ContinueOnError)
+	fs.String("visible", "", "this shows up")
+	hidden := fs.String("hidden", "", "this should not show up")
+	_ = hidden
+	_ = fs.MarkHidden("hidden")
+
+	rows := collectFlagRows(fs)
+	if len(rows) != 1 {
+		t.Fatalf("expected 1 row (hidden excluded), got %d", len(rows))
+	}
+	if !findSubstring(rows[0][0], "visible") {
+		t.Errorf("expected visible flag in rows, got %q", rows[0][0])
+	}
+}
+
+func TestCollectFlagRows_UsageInRightColumn(t *testing.T) {
+	fs := flag.NewFlagSet("test", flag.ContinueOnError)
+	fs.String("format", "json", "output format: json or text")
+
+	rows := collectFlagRows(fs)
+	if len(rows) != 1 {
+		t.Fatalf("expected 1 row, got %d", len(rows))
+	}
+	if rows[0][1] != "output format: json or text" {
+		t.Errorf("expected usage in right column, got %q", rows[0][1])
+	}
+}

cmd/picoclaw/internal/cliui/help_cmd.go

@@ -0,0 +1,298 @@
+package cliui
+
+import (
+	"fmt"
+	"sort"
+	"strings"
+
+	"github.com/charmbracelet/lipgloss"
+	"github.com/spf13/cobra"
+	flag "github.com/spf13/pflag"
+)
+
+// RenderCommandHelp builds Ruff-style sectioned, two-column help when
+// UseFancyLayout(); otherwise plain Cobra-style text.
+func RenderCommandHelp(c *cobra.Command) string {
+	if !UseFancyLayout() {
+		return plainCommandHelp(c)
+	}
+	syncFlags(c)
+
+	var b strings.Builder
+	head, sub := helpIntro(c)
+	if head != "" {
+		b.WriteString(helpIntroStyle().Render(head))
+		b.WriteString("\n")
+	}
+	if sub != "" {
+		b.WriteString(mutedStyle().Render(sub))
+		b.WriteString("\n")
+	}
+	if head != "" || sub != "" {
+		b.WriteString("\n")
+	}
+
+	inner := InnerWidth()
+	contentW := inner - 6
+	if contentW < 36 {
+		contentW = 36
+	}
+
+	// Usage
+	usageBody := bodyStyle().MaxWidth(contentW).Render(styleUsageTokens(c.UseLine()))
+	b.WriteString(sectionPanel("Usage", usageBody, inner))
+	b.WriteString("\n")
+
+	// Examples
+	if ex := strings.TrimSpace(c.Example); ex != "" {
+		exBody := bodyStyle().Width(contentW).Render(ex)
+		b.WriteString(sectionPanel("Examples", exBody, inner))
+		b.WriteString("\n")
+	}
+
+	// Subcommands
+	subs := visibleSubcommands(c)
+	if len(subs) > 0 {
+		rows := make([][2]string, 0, len(subs))
+		for _, sub := range subs {
+			left := sub.Name()
+			if a := sub.Aliases; len(a) > 0 {
+				left += " (" + strings.Join(a, ", ") + ")"
+			}
+			rows = append(rows, [2]string{left, sub.Short})
+		}
+		b.WriteString(sectionPanel("Commands", renderTwoColPairs(rows, contentW), inner))
+		b.WriteString("\n")
+	}
+
+	// Local options
+	local := c.LocalFlags()
+	opts := collectFlagRows(local)
+	if len(opts) > 0 {
+		title := "Options"
+		if !c.HasParent() {
+			title = "Flags"
+		}
+		b.WriteString(sectionPanel(title, renderTwoColPairs(opts, contentW), inner))
+		b.WriteString("\n")
+	}
+
+	// Global (inherited) options
+	if c.HasAvailableInheritedFlags() {
+		inh := collectFlagRows(c.InheritedFlags())
+		if len(inh) > 0 {
+			b.WriteString(sectionPanel("Global options", renderTwoColPairs(inh, contentW), inner))
+			b.WriteString("\n")
+		}
+	}
+
+	return b.String()
+}
+
+// RenderCommandQuickRef prints the same Usage / Flags / Global sections as help,
+// for embedding after errors (stderr). outerW is typically InnerStderrWidth().
+func RenderCommandQuickRef(c *cobra.Command, outerW int) string {
+	if c == nil || outerW < 40 {
+		return ""
+	}
+	syncFlags(c)
+	contentW := outerW - 6
+	if contentW < 36 {
+		contentW = 36
+	}
+	var b strings.Builder
+	usageBody := bodyStyle().MaxWidth(contentW).Render(styleUsageTokens(c.UseLine()))
+	b.WriteString(sectionPanel("Usage", usageBody, outerW))
+	b.WriteString("\n")
+	if len(c.Aliases) > 0 {
+		al := "Aliases: " + strings.Join(c.Aliases, ", ")
+		alBody := mutedStyle().MaxWidth(contentW).Render(al)
+		b.WriteString(sectionPanel("Aliases", alBody, outerW))
+		b.WriteString("\n")
+	}
+	opts := collectFlagRows(c.LocalFlags())
+	if len(opts) > 0 {
+		title := "Options"
+		if !c.HasParent() {
+			title = "Flags"
+		}
+		b.WriteString(sectionPanel(title, renderTwoColPairs(opts, contentW), outerW))
+		b.WriteString("\n")
+	}
+	if c.HasAvailableInheritedFlags() {
+		inh := collectFlagRows(c.InheritedFlags())
+		if len(inh) > 0 {
+			b.WriteString(sectionPanel("Global options", renderTwoColPairs(inh, contentW), outerW))
+			b.WriteString("\n")
+		}
+	}
+	return b.String()
+}
+
+func syncFlags(c *cobra.Command) {
+	_ = c.LocalFlags()
+	if c.HasAvailableInheritedFlags() {
+		_ = c.InheritedFlags()
+	}
+}
+
+func plainCommandHelp(c *cobra.Command) string {
+	desc := c.Long
+	if desc == "" {
+		desc = c.Short
+	}
+	desc = strings.TrimRight(desc, " \t\n\r")
+	var b strings.Builder
+	if desc != "" {
+		fmt.Fprintln(&b, desc)
+		fmt.Fprintln(&b)
+	}
+	if c.Runnable() || c.HasSubCommands() {
+		b.WriteString(c.UsageString())
+	}
+	return b.String()
+}
+
+func helpIntro(c *cobra.Command) (head, sub string) {
+	head = strings.TrimSpace(c.Short)
+	long := strings.TrimSpace(c.Long)
+	if long == "" || long == head {
+		return head, ""
+	}
+	lines := strings.Split(long, "\n")
+	var rest []string
+	for i, ln := range lines {
+		ln = strings.TrimSpace(ln)
+		if ln == "" {
+			continue
+		}
+		if i == 0 && ln == head {
+			continue
+		}
+		rest = append(rest, ln)
+	}
+	sub = strings.Join(rest, "\n")
+	return head, sub
+}
+
+func visibleSubcommands(c *cobra.Command) []*cobra.Command {
+	var out []*cobra.Command
+	for _, sub := range c.Commands() {
+		if sub.Hidden {
+			continue
+		}
+		out = append(out, sub)
+	}
+	sort.Slice(out, func(i, j int) bool { return out[i].Name() < out[j].Name() })
+	return out
+}
+
+func sectionPanel(title, body string, width int) string {
+	head := titleBarStyle().Render(title) + "\n\n"
+	return borderStyle().Width(width).Render(head + body)
+}
+
+// styleUsageTokens highlights PicoClaw-blue command tokens and red <placeholders>/[groups].
+func styleUsageTokens(s string) string {
+	var b strings.Builder
+	for len(s) > 0 {
+		ia := strings.Index(s, "<")
+		ib := strings.Index(s, "[")
+		next, kind := -1, 0 // 1 = angle, 2 = bracket
+		switch {
+		case ia >= 0 && (ib < 0 || ia < ib):
+			next, kind = ia, 1
+		case ib >= 0:
+			next, kind = ib, 2
+		}
+		if next < 0 {
+			b.WriteString(helpIdentStyle().Render(s))
+			break
+		}
+		if next > 0 {
+			b.WriteString(helpIdentStyle().Render(s[:next]))
+		}
+		s = s[next:]
+		if kind == 1 {
+			j := strings.Index(s, ">")
+			if j < 0 {
+				b.WriteString(helpIdentStyle().Render(s))
+				break
+			}
+			b.WriteString(helpPlaceholderStyle().Render(s[:j+1]))
+			s = s[j+1:]
+			continue
+		}
+		j := strings.Index(s, "]")
+		if j < 0 {
+			b.WriteString(helpIdentStyle().Render(s))
+			break
+		}
+		b.WriteString(helpPlaceholderStyle().Render(s[:j+1]))
+		s = s[j+1:]
+	}
+	return b.String()
+}
+
+func collectFlagRows(fs *flag.FlagSet) [][2]string {
+	var names []string
+	seen := map[string][2]string{}
+	fs.VisitAll(func(f *flag.Flag) {
+		if f.Hidden {
+			return
+		}
+		left := formatFlagLeft(f)
+		right := f.Usage
+		if f.Deprecated != "" {
+			right += " (deprecated: " + f.Deprecated + ")"
+		}
+		names = append(names, f.Name)
+		seen[f.Name] = [2]string{left, right}
+	})
+	sort.Strings(names)
+	rows := make([][2]string, 0, len(names))
+	for _, n := range names {
+		rows = append(rows, seen[n])
+	}
+	return rows
+}
+
+func formatFlagLeft(f *flag.Flag) string {
+	if len(f.Shorthand) > 0 {
+		return "-" + f.Shorthand + ", --" + f.Name
+	}
+	return "--" + f.Name
+}
+
+func renderTwoColPairs(rows [][2]string, contentW int) string {
+	if len(rows) == 0 {
+		return ""
+	}
+	leftW := 0
+	for _, r := range rows {
+		if w := lipgloss.Width(r[0]); w > leftW {
+			leftW = w
+		}
+	}
+	const minLeft, maxLeft = 16, 34
+	if leftW < minLeft {
+		leftW = minLeft
+	}
+	if leftW > maxLeft {
+		leftW = maxLeft
+	}
+	gap := "  "
+	rightW := contentW - leftW - lipgloss.Width(gap)
+	if rightW < 24 {
+		rightW = 24
+	}
+
+	var b strings.Builder
+	for _, r := range rows {
+		left := helpIdentStyle().Width(leftW).Align(lipgloss.Left).Render(r[0])
+		right := bodyStyle().Width(rightW).Render(strings.TrimSpace(r[1]))
+		b.WriteString(lipgloss.JoinHorizontal(lipgloss.Top, left, gap, right))
+		b.WriteString("\n")
+	}
+	return strings.TrimRight(b.String(), "\n")
+}

cmd/picoclaw/internal/cliui/help_error.go

@@ -0,0 +1,75 @@
+package cliui
+
+import (
+	"strings"
+
+	"github.com/spf13/cobra"
+)
+
+// FormatCLIError formats errors with the same boxed sections as help. When ctx
+// is the command that was running when the error occurred, Usage / Flags panels
+// are appended so styling matches picoclaw -h.
+func FormatCLIError(msg string, ctx *cobra.Command) string {
+	msg = strings.TrimRight(msg, "\n")
+	if !UseFancyStderr() {
+		s := "Error: " + msg + "\n"
+		if ctx != nil && showErrHint(msg) {
+			s += "\n" + plainCommandHelp(ctx)
+		}
+		return s
+	}
+	w := InnerStderrWidth()
+	contentW := w - 6
+	if contentW < 36 {
+		contentW = 36
+	}
+
+	title := titleBarStyle().Render("Error") + "\n\n"
+
+	paras := strings.Split(msg, "\n")
+	var body strings.Builder
+	for i, p := range paras {
+		p = strings.TrimRight(p, " ")
+		if p == "" {
+			continue
+		}
+		st := bodyStyle().Width(contentW)
+		if i > 0 {
+			body.WriteString("\n")
+		}
+		if i == 0 {
+			body.WriteString(st.Render(p))
+		} else {
+			body.WriteString(mutedStyle().Width(contentW).Render(p))
+		}
+	}
+
+	foot := ""
+	if showErrHint(msg) {
+		if ctx != nil {
+			foot = "\n\n" + mutedStyle().Width(contentW).
+				Render("Full command help: "+ctx.CommandPath()+" --help")
+		} else {
+			foot = "\n\n" + mutedStyle().Width(contentW).
+				Render("Tip: picoclaw --help   ·   picoclaw <command> --help")
+		}
+	}
+
+	out := borderStyle().Width(w).Render(title+body.String()+foot) + "\n"
+	if ctx != nil && showErrHint(msg) {
+		if ref := RenderCommandQuickRef(ctx, w); ref != "" {
+			out += "\n" + ref
+		}
+	}
+	return out
+}
+
+func showErrHint(msg string) bool {
+	m := strings.ToLower(msg)
+	return strings.Contains(m, "unknown flag") ||
+		strings.Contains(m, "unknown shorthand flag") ||
+		strings.Contains(m, "flag needs an argument") ||
+		strings.Contains(m, "invalid argument") ||
+		strings.Contains(m, "required flag") ||
+		strings.Contains(m, "usage:")
+}

cmd/picoclaw/internal/cliui/mcp_show.go

@@ -0,0 +1,384 @@
+package cliui
+
+import (
+	"fmt"
+	"io"
+	"strings"
+
+	"github.com/charmbracelet/lipgloss"
+)
+
+// MCPShowServer holds the server metadata for PrintMCPShow.
+type MCPShowServer struct {
+	Name              string
+	Type              string
+	Target            string
+	Enabled           bool
+	EffectiveDeferred bool     // resolved value (per-server override or global default)
+	DeferredExplicit  bool     // true = per-server override set, false = inherited from global
+	EnvKeys           []string // sorted env var names (values intentionally omitted)
+	EnvFile           string
+	Headers           []string // sorted header names
+}
+
+// MCPShowTool holds one tool's info for PrintMCPShow.
+type MCPShowTool struct {
+	Name        string
+	Description string
+	Parameters  []MCPShowParam
+}
+
+// MCPShowParam is one parameter entry.
+type MCPShowParam struct {
+	Name        string
+	Type        string
+	Description string
+	Required    bool
+}
+
+// PrintMCPShow renders the mcp show output (plain or fancy).
+// w is where the output is written; pass cmd.OutOrStdout() from cobra commands.
+func PrintMCPShow(w io.Writer, server MCPShowServer, tools []MCPShowTool, disabled bool) {
+	if !UseFancyLayout() {
+		printMCPShowPlain(w, server, tools, disabled)
+		return
+	}
+	printMCPShowFancy(w, server, tools, disabled)
+}
+
+// ── plain (narrow / non-TTY) ────────────────────────────────────────────────
+
+func printMCPShowPlain(w io.Writer, server MCPShowServer, tools []MCPShowTool, disabled bool) {
+	fmt.Fprintf(w, "Server: %s\n", server.Name)
+	fmt.Fprintf(w, "Type:   %s\n", server.Type)
+	fmt.Fprintf(w, "Target: %s\n", server.Target)
+	fmt.Fprintf(w, "Enabled: %s\n", boolWord(server.Enabled))
+	deferredLabel := boolWord(server.EffectiveDeferred)
+	if !server.DeferredExplicit {
+		deferredLabel += " (default)"
+	}
+	fmt.Fprintf(w, "Deferred: %s\n", deferredLabel)
+	if len(server.EnvKeys) > 0 {
+		fmt.Fprintf(w, "Env vars: %s\n", strings.Join(server.EnvKeys, ", "))
+	}
+	if server.EnvFile != "" {
+		fmt.Fprintf(w, "Env file: %s\n", server.EnvFile)
+	}
+	if len(server.Headers) > 0 {
+		fmt.Fprintf(w, "Headers: %s\n", strings.Join(server.Headers, ", "))
+	}
+	fmt.Fprintln(w)
+
+	if disabled {
+		fmt.Fprintln(w, "Server is disabled; skipping tool discovery.")
+		return
+	}
+	if len(tools) == 0 {
+		fmt.Fprintln(w, "No tools exposed by this server.")
+		return
+	}
+
+	fmt.Fprintf(w, "Tools (%d):\n", len(tools))
+	for _, tool := range tools {
+		fmt.Fprintf(w, "  %s\n", tool.Name)
+		if tool.Description != "" {
+			fmt.Fprintf(w, "    %s\n", truncateDescription(tool.Description, 120))
+		}
+		if len(tool.Parameters) == 0 {
+			fmt.Fprintln(w, "    Parameters: none")
+			continue
+		}
+		for _, p := range tool.Parameters {
+			line := fmt.Sprintf("    - %s", p.Name)
+			if p.Type != "" {
+				line += fmt.Sprintf(" (%s", p.Type)
+				if p.Required {
+					line += ", required"
+				}
+				line += ")"
+			} else if p.Required {
+				line += " (required)"
+			}
+			if p.Description != "" {
+				line += ": " + truncateDescription(p.Description, 80)
+			}
+			fmt.Fprintln(w, line)
+		}
+	}
+}
+
+// ── fancy (wide TTY) ────────────────────────────────────────────────────────
+
+var (
+	mcpToolNameStyle = func() lipgloss.Style {
+		return lipgloss.NewStyle().Foreground(accentBlue).Bold(true)
+	}
+	mcpParamNameStyle = func() lipgloss.Style {
+		return lipgloss.NewStyle().Foreground(accentRed).Bold(true)
+	}
+	mcpTagStyle = func() lipgloss.Style {
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#888888"))
+	}
+	mcpRequiredStyle = func() lipgloss.Style {
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#D54646")).Bold(true)
+	}
+	mcpOptionalStyle = func() lipgloss.Style {
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#6B6B6B"))
+	}
+	mcpDescStyle = func() lipgloss.Style {
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#CCCCCC"))
+	}
+)
+
+func printMCPShowFancy(w io.Writer, server MCPShowServer, tools []MCPShowTool, disabled bool) {
+	inner := InnerWidth()
+	box := borderStyle().Width(inner)
+
+	var b strings.Builder
+
+	// ── server header ──
+	b.WriteString(titleBarStyle().Render("⬡  " + server.Name))
+	b.WriteString("\n\n")
+
+	keyW := 10
+	writeKV := func(key, val string) {
+		k := kvKeyStyle().Width(keyW).Render(key)
+		b.WriteString(k + "  " + val + "\n")
+	}
+
+	writeKV("Type", server.Type)
+	writeKV("Target", server.Target)
+	writeKV("Enabled", coloredBool(server.Enabled))
+	deferredVal := coloredBool(server.EffectiveDeferred)
+	if !server.DeferredExplicit {
+		deferredVal += "  " + mcpTagStyle().Render("(default)")
+	}
+	writeKV("Deferred", deferredVal)
+	if len(server.EnvKeys) > 0 {
+		writeKV("Env vars", mutedStyle().Render(strings.Join(server.EnvKeys, ", ")))
+	}
+	if server.EnvFile != "" {
+		writeKV("Env file", mutedStyle().Render(server.EnvFile))
+	}
+	if len(server.Headers) > 0 {
+		writeKV("Headers", mutedStyle().Render(strings.Join(server.Headers, ", ")))
+	}
+
+	if disabled {
+		b.WriteString("\n")
+		b.WriteString(mutedStyle().Render("Server is disabled; skipping tool discovery."))
+		fmt.Fprintln(w, box.Render(b.String()))
+		return
+	}
+
+	if len(tools) == 0 {
+		b.WriteString("\n")
+		b.WriteString(mutedStyle().Render("No tools exposed by this server."))
+		fmt.Fprintln(w, box.Render(b.String()))
+		return
+	}
+
+	// ── tools section ──
+	b.WriteString("\n")
+	b.WriteString(kvKeyStyle().Render(fmt.Sprintf("Tools (%d)", len(tools))))
+	b.WriteString("\n")
+
+	contentW := inner - 4 // account for box padding
+	for i, tool := range tools {
+		if i > 0 {
+			b.WriteString(strings.Repeat("─", contentW) + "\n")
+		}
+		b.WriteString("\n")
+
+		// Tool name + index badge
+		badge := mcpTagStyle().Render(fmt.Sprintf("[%d/%d]", i+1, len(tools)))
+		b.WriteString("  " + mcpToolNameStyle().Render(tool.Name) + "  " + badge + "\n")
+
+		// Description (wrapped to content width)
+		if tool.Description != "" {
+			desc := truncateDescription(tool.Description, 160)
+			b.WriteString("  " + mcpDescStyle().Render(desc) + "\n")
+		}
+
+		// Parameters
+		if len(tool.Parameters) == 0 {
+			b.WriteString("  " + mcpTagStyle().Render("no parameters") + "\n")
+			continue
+		}
+
+		b.WriteString("\n")
+		for _, p := range tool.Parameters {
+			// name
+			pName := mcpParamNameStyle().Render(p.Name)
+
+			// type tag
+			typeTag := ""
+			if p.Type != "" {
+				typeTag = "  " + mcpTagStyle().Render("<"+p.Type+">")
+			}
+
+			// required / optional badge
+			var reqBadge string
+			if p.Required {
+				reqBadge = "  " + mcpRequiredStyle().Render("required")
+			} else {
+				reqBadge = "  " + mcpOptionalStyle().Render("optional")
+			}
+
+			b.WriteString("    " + pName + typeTag + reqBadge + "\n")
+
+			if p.Description != "" {
+				desc := truncateDescription(p.Description, 120)
+				b.WriteString("      " + mutedStyle().Render(desc) + "\n")
+			}
+		}
+	}
+
+	fmt.Fprintln(w, box.Render(b.String()))
+}
+
+// ── mcp list ────────────────────────────────────────────────────────────────
+
+// MCPListRow is one row in the mcp list output.
+type MCPListRow struct {
+	Name              string
+	Type              string
+	Target            string
+	Status            string // "enabled", "disabled", "ok (N tools)", "error"
+	EffectiveDeferred bool   // resolved value (per-server override or global default)
+	DeferredExplicit  bool   // true = per-server override set, false = inherited from global
+}
+
+// PrintMCPList renders the mcp list output (plain or fancy).
+func PrintMCPList(w io.Writer, rows []MCPListRow) {
+	if !UseFancyLayout() {
+		printMCPListPlain(w, rows)
+		return
+	}
+	printMCPListFancy(w, rows)
+}
+
+func printMCPListPlain(w io.Writer, rows []MCPListRow) {
+	headers := []string{"Name", "Type", "Command", "Status", "Deferred"}
+	tableRows := make([][]string, len(rows))
+	for i, r := range rows {
+		deferred := boolWord(r.EffectiveDeferred)
+		if !r.DeferredExplicit {
+			deferred += " (default)"
+		}
+		tableRows[i] = []string{r.Name, r.Type, r.Target, r.Status, deferred}
+	}
+	// reuse the ASCII table renderer already in helpers.go via the caller
+	// (list.go still uses renderTable for the plain path)
+	widths := make([]int, len(headers))
+	for i, h := range headers {
+		widths[i] = len(h)
+	}
+	for _, row := range tableRows {
+		for i, cell := range row {
+			if len(cell) > widths[i] {
+				widths[i] = len(cell)
+			}
+		}
+	}
+	border := func() {
+		fmt.Fprint(w, "+")
+		for _, width := range widths {
+			fmt.Fprint(w, strings.Repeat("-", width+2)+"+")
+		}
+		fmt.Fprintln(w)
+	}
+	writeRow := func(row []string) {
+		fmt.Fprint(w, "|")
+		for i, cell := range row {
+			fmt.Fprintf(w, " %s%s |", cell, strings.Repeat(" ", widths[i]-len(cell)))
+		}
+		fmt.Fprintln(w)
+	}
+	border()
+	writeRow(headers)
+	border()
+	for _, row := range tableRows {
+		writeRow(row)
+	}
+	border()
+}
+
+func printMCPListFancy(w io.Writer, rows []MCPListRow) {
+	inner := InnerWidth()
+	box := borderStyle().Width(inner)
+
+	var b strings.Builder
+
+	title := fmt.Sprintf("MCP Servers (%d)", len(rows))
+	b.WriteString(titleBarStyle().Render(title))
+	b.WriteString("\n")
+
+	contentW := inner - 4
+	for i, row := range rows {
+		if i > 0 {
+			b.WriteString(strings.Repeat("─", contentW) + "\n")
+		}
+		b.WriteString("\n")
+
+		statusBadge := mcpListStatusStyle(row.Status).Render(row.Status)
+		var deferredBadge string
+		if row.EffectiveDeferred {
+			if row.DeferredExplicit {
+				deferredBadge = "  " + mcpTagStyle().Render("deferred")
+			} else {
+				deferredBadge = "  " + mcpOptionalStyle().Render("deferred (default)")
+			}
+		}
+		b.WriteString("  " + mcpToolNameStyle().Render(row.Name) + "  " + statusBadge + deferredBadge + "\n")
+		b.WriteString("  " + mcpTagStyle().Render(row.Type+"  "+row.Target) + "\n")
+	}
+
+	fmt.Fprintln(w, box.Render(b.String()))
+}
+
+func mcpListStatusStyle(status string) lipgloss.Style {
+	switch {
+	case status == "enabled":
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#2E7D32")).Bold(true)
+	case status == "disabled":
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#6B6B6B"))
+	case strings.HasPrefix(status, "ok"):
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#2E7D32")).Bold(true)
+	case status == "error":
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#D54646")).Bold(true)
+	default:
+		return lipgloss.NewStyle()
+	}
+}
+
+// ── helpers ─────────────────────────────────────────────────────────────────
+
+func boolWord(v bool) string {
+	if v {
+		return "yes"
+	}
+	return "no"
+}
+
+func coloredBool(v bool) string {
+	if v {
+		return lipgloss.NewStyle().Foreground(lipgloss.Color("#2E7D32")).Bold(true).Render("yes")
+	}
+	return lipgloss.NewStyle().Foreground(lipgloss.Color("#D54646")).Render("no")
+}
+
+// truncateDescription strips newlines, collapses whitespace, and caps length.
+func truncateDescription(s string, maxLen int) string {
+	// collapse newlines and repeated spaces into a single space
+	s = strings.Join(strings.Fields(s), " ")
+	if len(s) <= maxLen {
+		return s
+	}
+	// cut at last space before maxLen
+	cut := s[:maxLen]
+	if idx := strings.LastIndex(cut, " "); idx > maxLen/2 {
+		cut = cut[:idx]
+	}
+	return cut + "…"
+}

cmd/picoclaw/internal/cliui/onboard.go

@@ -0,0 +1,110 @@
+package cliui
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/charmbracelet/lipgloss"
+)
+
+// PrintOnboardComplete prints the post-onboard “ready” message and next steps.
+func PrintOnboardComplete(logo string, encrypt bool, configPath string) {
+	if !UseFancyLayout() {
+		printOnboardPlain(logo, encrypt, configPath)
+		return
+	}
+	printOnboardFancy(logo, encrypt, configPath)
+}
+
+func printOnboardPlain(logo string, encrypt bool, configPath string) {
+	fmt.Printf("\n%s picoclaw is ready!\n", logo)
+	fmt.Println("\nNext steps:")
+	if encrypt {
+		fmt.Println("  1. Set your encryption passphrase before starting picoclaw:")
+		fmt.Println("       export PICOCLAW_KEY_PASSPHRASE=<your-passphrase>   # Linux/macOS")
+		fmt.Println("       set PICOCLAW_KEY_PASSPHRASE=<your-passphrase>      # Windows cmd")
+		fmt.Println("")
+		fmt.Println("  2. Add your API key to", configPath)
+	} else {
+		fmt.Println("  1. Add your API key to", configPath)
+	}
+	fmt.Println("")
+	fmt.Println("     Recommended:")
+	fmt.Println("     - OpenRouter: https://openrouter.ai/keys (access 100+ models)")
+	fmt.Println("     - Ollama:     https://ollama.com (local, free)")
+	fmt.Println("")
+	fmt.Println("     See README.md for 17+ supported providers.")
+	fmt.Println("")
+	if encrypt {
+		fmt.Println("  3. Chat: picoclaw agent -m \"Hello!\"")
+	} else {
+		fmt.Println("  2. Chat: picoclaw agent -m \"Hello!\"")
+	}
+}
+
+func printOnboardFancy(logo string, encrypt bool, configPath string) {
+	inner := InnerWidth()
+	box := borderStyle().MaxWidth(inner + 8)
+
+	ready := titleBarStyle().Render(logo+" picoclaw is ready!") + "\n"
+	fmt.Println()
+	fmt.Println(box.Width(inner).Render(strings.TrimSpace(ready)))
+	fmt.Println()
+
+	steps := buildOnboardingSteps(encrypt, configPath)
+	rec := recommendedBlock()
+	chat := chatStep(encrypt)
+
+	if UseColumnLayout() {
+		leftW := min(inner/2-2, 52)
+		rightW := inner - leftW - 4
+		if rightW < 36 {
+			rightW = 36
+		}
+		leftBlock := borderStyle().MaxWidth(leftW + 8).Width(leftW).
+			Render(titleBarStyle().Render("Next steps") + "\n\n" + bodyStyle().Width(leftW).Render(steps))
+		rightBlock := borderStyle().MaxWidth(rightW + 8).Width(rightW).
+			Render(mutedStyle().Bold(true).Render("Recommended") + "\n\n" + bodyStyle().Width(rightW).Render(rec))
+		gap := strings.Repeat(" ", 2)
+		fmt.Println(lipgloss.JoinHorizontal(lipgloss.Top, leftBlock, gap, rightBlock))
+		fmt.Println()
+		full := borderStyle().Width(inner).Render(bodyStyle().Width(inner - 4).Render(chat))
+		fmt.Println(full)
+		return
+	}
+
+	// Same order as plain output: numbered steps → recommended → chat line.
+	next := titleBarStyle().Render("Next steps") + "\n\n" +
+		bodyStyle().Width(inner-4).Render(steps+"\n\n"+rec+"\n\n"+chat)
+	fmt.Println(borderStyle().Width(inner).Render(next))
+}
+
+func buildOnboardingSteps(encrypt bool, configPath string) string {
+	var b strings.Builder
+	if encrypt {
+		b.WriteString("1. Set your encryption passphrase before starting picoclaw:\n")
+		b.WriteString("   export PICOCLAW_KEY_PASSPHRASE=<your-passphrase>   # Linux/macOS\n")
+		b.WriteString("   set PICOCLAW_KEY_PASSPHRASE=<your-passphrase>      # Windows cmd\n\n")
+		b.WriteString("2. Add your API key to\n   ")
+		b.WriteString(configPath)
+		b.WriteString("\n")
+	} else {
+		b.WriteString("1. Add your API key to\n   ")
+		b.WriteString(configPath)
+		b.WriteString("\n")
+	}
+	return b.String()
+}
+
+func recommendedBlock() string {
+	return "• OpenRouter: https://openrouter.ai/keys\n  (access 100+ models)\n\n" +
+		"• Ollama: https://ollama.com\n  (local, free)\n\n" +
+		"See README.md for 17+ supported providers."
+}
+
+func chatStep(encrypt bool) string {
+	if encrypt {
+		return "3. Chat:\n   picoclaw agent -m \"Hello!\""
+	}
+	return "2. Chat:\n   picoclaw agent -m \"Hello!\""
+}

cmd/picoclaw/internal/cliui/status.go

@@ -0,0 +1,168 @@
+package cliui
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/charmbracelet/lipgloss"
+)
+
+// ProviderRow holds one provider's display name and status value.
+type ProviderRow struct {
+	Name string
+	Val  string
+}
+
+// StatusReport is a structured status view for PrintStatus.
+type StatusReport struct {
+	Logo          string
+	Version       string
+	Build         string
+	ConfigPath    string
+	ConfigOK      bool
+	WorkspacePath string
+	WorkspaceOK   bool
+	Model         string
+	Providers     []ProviderRow
+	OAuthLines    []string // each full line "provider (method): state"
+}
+
+// PrintStatus renders picoclaw status (plain or fancy).
+func PrintStatus(r StatusReport) {
+	if !UseFancyLayout() {
+		printStatusPlain(r)
+		return
+	}
+	printStatusFancy(r)
+}
+
+func printStatusPlain(r StatusReport) {
+	fmt.Printf("%s picoclaw Status\n", r.Logo)
+	fmt.Printf("Version: %s\n", r.Version)
+	if r.Build != "" {
+		fmt.Printf("Build: %s\n", r.Build)
+	}
+	fmt.Println()
+
+	printPathLine("Config", r.ConfigPath, r.ConfigOK)
+	printPathLine("Workspace", r.WorkspacePath, r.WorkspaceOK)
+
+	if r.ConfigOK {
+		fmt.Printf("Model: %s\n", r.Model)
+		for _, p := range r.Providers {
+			fmt.Printf("%s: %s\n", p.Name, p.Val)
+		}
+		if len(r.OAuthLines) > 0 {
+			fmt.Println("\nOAuth/Token Auth:")
+			for _, line := range r.OAuthLines {
+				fmt.Printf("  %s\n", line)
+			}
+		}
+	}
+}
+
+func printPathLine(label, path string, ok bool) {
+	mark := "✗"
+	if ok {
+		mark = "✓"
+	}
+	fmt.Println(label+":", path, mark)
+}
+
+func printStatusFancy(r StatusReport) {
+	inner := InnerWidth()
+	topBox := borderStyle().Width(inner)
+
+	var head strings.Builder
+	head.WriteString(titleBarStyle().Render(r.Logo + " picoclaw Status"))
+	head.WriteString("\n\n")
+	head.WriteString(kvKeyStyle().Render("Version") + "  " + kvValStyle().Render(r.Version))
+	if r.Build != "" {
+		head.WriteString("\n")
+		head.WriteString(kvKeyStyle().Render("Build") + "     " + kvValStyle().Render(r.Build))
+	}
+	fmt.Println(topBox.Render(head.String()))
+	fmt.Println()
+
+	if UseColumnLayout() && len(r.Providers) > 0 && r.ConfigOK {
+		leftW := (inner - 2) / 2
+		rightW := inner - leftW - 2
+		pathsNarrow := pathStatusPanel(r, leftW)
+		prov := providerTablePanel(r, rightW)
+		gap := strings.Repeat(" ", 2)
+		fmt.Println(lipgloss.JoinHorizontal(lipgloss.Top, pathsNarrow, gap, prov))
+	} else {
+		fmt.Println(pathStatusPanel(r, inner))
+		if len(r.Providers) > 0 && r.ConfigOK {
+			fmt.Println(providerTablePanel(r, inner))
+		}
+	}
+
+	if len(r.OAuthLines) > 0 && r.ConfigOK {
+		var ob strings.Builder
+		ob.WriteString(titleBarStyle().Render("OAuth / token auth") + "\n\n")
+		for _, line := range r.OAuthLines {
+			ob.WriteString("  • " + line + "\n")
+		}
+		fmt.Println()
+		fmt.Println(borderStyle().Width(inner).Render(ob.String()))
+	}
+}
+
+func pathStatusPanel(r StatusReport, inner int) string {
+	cfgMark := statusMark(r.ConfigOK)
+	wsMark := statusMark(r.WorkspaceOK)
+	var b strings.Builder
+	b.WriteString(kvKeyStyle().Render("Config") + "\n")
+	b.WriteString(mutedStyle().Render(r.ConfigPath))
+	b.WriteString(" " + cfgMark + "\n\n")
+	b.WriteString(kvKeyStyle().Render("Workspace") + "\n")
+	b.WriteString(mutedStyle().Render(r.WorkspacePath))
+	b.WriteString(" " + wsMark + "\n")
+	if r.ConfigOK {
+		b.WriteString("\n")
+		b.WriteString(kvKeyStyle().Render("Model") + "  " + kvValStyle().Render(r.Model))
+	}
+	return borderStyle().Width(inner).Render(b.String())
+}
+
+func statusMark(ok bool) string {
+	if ok {
+		return lipgloss.NewStyle().Foreground(colorOK).Render("✓")
+	}
+	return lipgloss.NewStyle().Foreground(accentRed).Render("✗")
+}
+
+func providerTablePanel(r StatusReport, colW int) string {
+	if len(r.Providers) == 0 {
+		return ""
+	}
+	keyW := min(22, colW/3)
+	if keyW < 14 {
+		keyW = 14
+	}
+	valW := colW - keyW - 3
+	if valW < 12 {
+		valW = 12
+	}
+
+	var b strings.Builder
+	b.WriteString(titleBarStyle().Render("Providers & local") + "\n\n")
+	for _, p := range r.Providers {
+		k := lipgloss.NewStyle().Foreground(accentBlue).Bold(true).Width(keyW).Render(p.Name)
+		v := styleProviderVal(p.Val).Width(valW).Render(p.Val)
+		b.WriteString(lipgloss.JoinHorizontal(lipgloss.Top, k, "  ", v))
+		b.WriteString("\n")
+	}
+	return borderStyle().Width(colW).Render(strings.TrimRight(b.String(), "\n"))
+}
+
+func styleProviderVal(s string) lipgloss.Style {
+	if s == "✓" || strings.HasPrefix(s, "✓ ") {
+		return lipgloss.NewStyle().Foreground(colorOK)
+	}
+	if s == "not set" {
+		return mutedStyle()
+	}
+	return lipgloss.NewStyle()
+}

cmd/picoclaw/internal/cliui/version.go

@@ -0,0 +1,61 @@
+package cliui
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/charmbracelet/lipgloss"
+)
+
+// PrintVersion prints version, optional build info, and Go toolchain line.
+func PrintVersion(logo, versionLine string, build, goVer string) {
+	if !UseFancyLayout() {
+		fmt.Printf("%s %s\n", logo, versionLine)
+		if build != "" {
+			fmt.Printf("  Build: %s\n", build)
+		}
+		if goVer != "" {
+			fmt.Printf("  Go: %s\n", goVer)
+		}
+		return
+	}
+
+	inner := InnerWidth()
+	box := borderStyle().Width(inner)
+
+	if UseColumnLayout() {
+		leftCol := kvKeyStyle().Width(12).Align(lipgloss.Right)
+		rightW := inner - 16
+		rightStyle := kvValStyle().Width(rightW)
+
+		rows := [][]string{
+			{leftCol.Render("Version"), rightStyle.Render(versionLine)},
+		}
+		if build != "" {
+			rows = append(rows, []string{leftCol.Render("Build"), rightStyle.Render(build)})
+		}
+		if goVer != "" {
+			rows = append(rows, []string{leftCol.Render("Go"), rightStyle.Render(goVer)})
+		}
+		var body strings.Builder
+		for _, r := range rows {
+			body.WriteString(lipgloss.JoinHorizontal(lipgloss.Top, r[0], "  ", r[1]))
+			body.WriteString("\n")
+		}
+		header := titleBarStyle().Render(logo+" picoclaw") + "\n\n"
+		fmt.Println(box.Render(header + body.String()))
+		return
+	}
+
+	var lines []string
+	lines = append(lines, titleBarStyle().Render(logo+" picoclaw"))
+	lines = append(lines, "")
+	lines = append(lines, kvKeyStyle().Render("Version")+"  "+kvValStyle().Render(versionLine))
+	if build != "" {
+		lines = append(lines, kvKeyStyle().Render("Build")+"     "+kvValStyle().Render(build))
+	}
+	if goVer != "" {
+		lines = append(lines, kvKeyStyle().Render("Go")+"        "+kvValStyle().Render(goVer))
+	}
+	fmt.Println(box.Render(strings.Join(lines, "\n")))
+}

cmd/picoclaw/internal/cron/add.go

@@ -14,7 +14,6 @@ func newAddCommand(storePath func() string) *cobra.Command {
 		message string
 		every   int64
 		cronExp string
-		deliver bool
 		channel string
 		to      string
 	)
@@ -37,7 +36,7 @@ func newAddCommand(storePath func() string) *cobra.Command {
 			}
 
 			cs := cron.NewCronService(storePath(), nil)
-			job, err := cs.AddJob(name, schedule, message, deliver, channel, to)
+			job, err := cs.AddJob(name, schedule, message, channel, to)
 			if err != nil {
 				return fmt.Errorf("error adding job: %w", err)
 			}
@@ -52,7 +51,6 @@ func newAddCommand(storePath func() string) *cobra.Command {
 	cmd.Flags().StringVarP(&message, "message", "m", "", "Message for agent")
 	cmd.Flags().Int64VarP(&every, "every", "e", 0, "Run every N seconds")
 	cmd.Flags().StringVarP(&cronExp, "cron", "c", "", "Cron expression (e.g. '0 9 * * *')")
-	cmd.Flags().BoolVarP(&deliver, "deliver", "d", false, "Deliver response to channel")
 	cmd.Flags().StringVar(&to, "to", "", "Recipient for delivery")
 	cmd.Flags().StringVar(&channel, "channel", "", "Channel for delivery")
 

cmd/picoclaw/internal/cron/add_test.go

@@ -21,7 +21,6 @@ func TestNewAddSubcommand(t *testing.T) {
 
 	assert.NotNil(t, cmd.Flags().Lookup("every"))
 	assert.NotNil(t, cmd.Flags().Lookup("cron"))
-	assert.NotNil(t, cmd.Flags().Lookup("deliver"))
 	assert.NotNil(t, cmd.Flags().Lookup("to"))
 	assert.NotNil(t, cmd.Flags().Lookup("channel"))
 

cmd/picoclaw/internal/gateway/command.go

@@ -2,19 +2,34 @@ package gateway
 
 import (
 	"fmt"
+	"os"
 
 	"github.com/spf13/cobra"
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+	"github.com/sipeed/picoclaw/pkg/config"
 	"github.com/sipeed/picoclaw/pkg/gateway"
 	"github.com/sipeed/picoclaw/pkg/logger"
+	"github.com/sipeed/picoclaw/pkg/netbind"
 	"github.com/sipeed/picoclaw/pkg/utils"
 )
 
+func resolveGatewayHostOverride(explicit bool, host string) (string, error) {
+	if !explicit {
+		return "", nil
+	}
+	normalized, err := netbind.NormalizeHostInput(host)
+	if err != nil {
+		return "", fmt.Errorf("invalid --host value: %w", err)
+	}
+	return normalized, nil
+}
+
 func NewGatewayCommand() *cobra.Command {
 	var debug bool
 	var noTruncate bool
 	var allowEmpty bool
+	var host string
 
 	cmd := &cobra.Command{
 		Use:     "gateway",
@@ -33,7 +48,25 @@ func NewGatewayCommand() *cobra.Command {
 
 			return nil
 		},
-		RunE: func(_ *cobra.Command, _ []string) error {
+		RunE: func(cmd *cobra.Command, _ []string) error {
+			resolvedHost, err := resolveGatewayHostOverride(cmd.Flags().Changed("host"), host)
+			if err != nil {
+				return err
+			}
+			if resolvedHost != "" {
+				prevHost, hadPrev := os.LookupEnv(config.EnvGatewayHost)
+				if err := os.Setenv(config.EnvGatewayHost, resolvedHost); err != nil {
+					return fmt.Errorf("failed to set %s: %w", config.EnvGatewayHost, err)
+				}
+				defer func() {
+					if hadPrev {
+						_ = os.Setenv(config.EnvGatewayHost, prevHost)
+						return
+					}
+					_ = os.Unsetenv(config.EnvGatewayHost)
+				}()
+			}
+
 			return gateway.Run(debug, internal.GetPicoclawHome(), internal.GetConfigPath(), allowEmpty)
 		},
 	}
@@ -47,6 +80,12 @@ func NewGatewayCommand() *cobra.Command {
 		false,
 		"Continue starting even when no default model is configured",
 	)
+	cmd.Flags().StringVar(
+		&host,
+		"host",
+		"",
+		"Host address for gateway binding (overrides gateway.host for this run)",
+	)
 
 	return cmd
 }

cmd/picoclaw/internal/gateway/command_test.go

@@ -29,4 +29,38 @@ func TestNewGatewayCommand(t *testing.T) {
 	assert.True(t, cmd.HasFlags())
 	assert.NotNil(t, cmd.Flags().Lookup("debug"))
 	assert.NotNil(t, cmd.Flags().Lookup("allow-empty"))
+	assert.NotNil(t, cmd.Flags().Lookup("host"))
+}
+
+func TestResolveGatewayHostOverride(t *testing.T) {
+	tests := []struct {
+		name     string
+		explicit bool
+		host     string
+		wantHost string
+		wantErr  bool
+	}{
+		{name: "implicit empty host is allowed", explicit: false, host: "", wantHost: "", wantErr: false},
+		{name: "explicit empty host rejected", explicit: true, host: "   ", wantHost: "", wantErr: true},
+		{name: "explicit localhost kept", explicit: true, host: " localhost ", wantHost: "localhost", wantErr: false},
+		{
+			name:     "explicit multi host normalized",
+			explicit: true,
+			host:     " [::1] , 127.0.0.1 ",
+			wantHost: "::1,127.0.0.1",
+			wantErr:  false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := resolveGatewayHostOverride(tt.explicit, tt.host)
+			if (err != nil) != tt.wantErr {
+				t.Fatalf("resolveGatewayHostOverride() err = %v, wantErr %t", err, tt.wantErr)
+			}
+			if got != tt.wantHost {
+				t.Fatalf("resolveGatewayHostOverride() host = %q, want %q", got, tt.wantHost)
+			}
+		})
+	}
 }

cmd/picoclaw/internal/helpers.go

@@ -14,11 +14,7 @@ const Logo = pkg.Logo
 // GetPicoclawHome returns the picoclaw home directory.
 // Priority: $PICOCLAW_HOME > ~/.picoclaw
 func GetPicoclawHome() string {
-	if home := os.Getenv(config.EnvHome); home != "" {
-		return home
-	}
-	home, _ := os.UserHomeDir()
-	return filepath.Join(home, pkg.DefaultPicoClawHome)
+	return config.GetHome()
 }
 
 func GetConfigPath() string {

cmd/picoclaw/internal/mcp/add.go

@@ -0,0 +1,249 @@
+package mcp
+
+import (
+	"fmt"
+	"net/url"
+	"strings"
+
+	"github.com/spf13/cobra"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+type addOptions struct {
+	Env       []string
+	EnvFile   string
+	Headers   []string
+	Transport string
+	Force     bool
+	Deferred  *bool // nil = not set, true = deferred, false = not deferred
+}
+
+func newAddCommand() *cobra.Command {
+	cmd := &cobra.Command{
+		Use:                "add [flags] <name> <command-or-url> [args...]",
+		Short:              "Add or update an MCP server",
+		DisableFlagParsing: true,
+		RunE: func(cmd *cobra.Command, args []string) error {
+			opts, name, target, targetArgs, showHelp, err := parseAddArgs(args)
+			if showHelp {
+				return cmd.Help()
+			}
+			if err != nil {
+				return err
+			}
+
+			cfg, err := loadConfig()
+			if err != nil {
+				return err
+			}
+			if cfg.Tools.MCP.Servers == nil {
+				cfg.Tools.MCP.Servers = make(map[string]config.MCPServerConfig)
+			}
+
+			if _, exists := cfg.Tools.MCP.Servers[name]; exists && !opts.Force {
+				var overwrite bool
+
+				overwrite, err = confirmOverwrite(cmd.InOrStdin(), cmd.OutOrStdout(), name)
+				if err != nil {
+					return fmt.Errorf("failed to confirm overwrite: %w", err)
+				}
+				if !overwrite {
+					return fmt.Errorf("aborted: MCP server %q already exists", name)
+				}
+			}
+
+			server, err := buildServerConfig(target, targetArgs, opts)
+			if err != nil {
+				return err
+			}
+
+			cfg.Tools.MCP.Enabled = true
+			cfg.Tools.MCP.Servers[name] = server
+
+			if err := saveValidatedConfig(cfg); err != nil {
+				return err
+			}
+
+			fmt.Fprintf(cmd.OutOrStdout(), "✓ MCP server %q saved.\n", name)
+			return nil
+		},
+	}
+
+	flags := cmd.Flags()
+	flags.StringArrayP("env", "e", nil, "Environment variable in KEY=value format (repeatable, saved to config)")
+	flags.String("env-file", "", "Path to an env file for stdio servers (recommended for secrets)")
+	flags.StringArrayP("header", "H", nil, "HTTP header in 'Name: Value' or 'Name=Value' format (repeatable)")
+	flags.StringP("transport", "t", "stdio", "Transport type: stdio, http, or sse")
+	flags.BoolP("force", "f", false, "Overwrite an existing server without prompting")
+	flags.Bool("deferred", false, "Mark server as deferred (tools hidden until explicitly activated)")
+	flags.Bool("no-deferred", false, "Mark server as non-deferred (tools always active)")
+
+	return cmd
+}
+
+func parseAddArgs(args []string) (addOptions, string, string, []string, bool, error) {
+	opts := addOptions{Transport: "stdio"}
+	var positional []string
+	serverArgs := make([]string, 0)
+	explicitCommand := make([]string, 0)
+
+	for i := 0; i < len(args); i++ {
+		arg := args[i]
+
+		switch {
+		case arg == "--help" || arg == "-h":
+			return addOptions{}, "", "", nil, true, nil
+		case arg == "--":
+			if i+1 < len(args) {
+				explicitCommand = append(explicitCommand, args[i+1:]...)
+			}
+			i = len(args)
+		case arg == "--force" || arg == "-f":
+			opts.Force = true
+		case arg == "--deferred":
+			t := true
+			opts.Deferred = &t
+		case arg == "--no-deferred":
+			f := false
+			opts.Deferred = &f
+		case arg == "--transport" || arg == "-t":
+			if i+1 >= len(args) {
+				return addOptions{}, "", "", nil, false, fmt.Errorf("missing value for %s", arg)
+			}
+			i++
+			opts.Transport = args[i]
+		case strings.HasPrefix(arg, "--transport="):
+			opts.Transport = strings.TrimPrefix(arg, "--transport=")
+		case arg == "--env" || arg == "-e":
+			if i+1 >= len(args) {
+				return addOptions{}, "", "", nil, false, fmt.Errorf("missing value for %s", arg)
+			}
+			i++
+			opts.Env = append(opts.Env, args[i])
+		case arg == "--env-file":
+			if i+1 >= len(args) {
+				return addOptions{}, "", "", nil, false, fmt.Errorf("missing value for %s", arg)
+			}
+			i++
+			opts.EnvFile = args[i]
+		case strings.HasPrefix(arg, "--env="):
+			opts.Env = append(opts.Env, strings.TrimPrefix(arg, "--env="))
+		case strings.HasPrefix(arg, "--env-file="):
+			opts.EnvFile = strings.TrimPrefix(arg, "--env-file=")
+		case arg == "--header" || arg == "-H":
+			if i+1 >= len(args) {
+				return addOptions{}, "", "", nil, false, fmt.Errorf("missing value for %s", arg)
+			}
+			i++
+			opts.Headers = append(opts.Headers, args[i])
+		case strings.HasPrefix(arg, "--header="):
+			opts.Headers = append(opts.Headers, strings.TrimPrefix(arg, "--header="))
+		case strings.HasPrefix(arg, "-") && len(positional) >= 2:
+			serverArgs = append(serverArgs, args[i:]...)
+			i = len(args)
+		default:
+			positional = append(positional, arg)
+		}
+	}
+
+	if len(explicitCommand) > 0 {
+		if len(positional) != 1 {
+			return addOptions{}, "", "", nil, false, fmt.Errorf(
+				"usage: picoclaw mcp add [flags] <name> <command-or-url> [args...] or picoclaw mcp add [flags] <name> -- <command> [args...]",
+			)
+		}
+		if len(explicitCommand) == 0 {
+			return addOptions{}, "", "", nil, false, fmt.Errorf("missing stdio command after --")
+		}
+		return opts, positional[0], explicitCommand[0], explicitCommand[1:], false, nil
+	}
+
+	if len(positional) < 2 {
+		return addOptions{}, "", "", nil, false, fmt.Errorf(
+			"usage: picoclaw mcp add [flags] <name> <command-or-url> [args...] or picoclaw mcp add [flags] <name> -- <command> [args...]",
+		)
+	}
+
+	targetArgs := make([]string, 0, len(positional)-2+len(serverArgs))
+	targetArgs = append(targetArgs, positional[2:]...)
+	targetArgs = append(targetArgs, serverArgs...)
+
+	return opts, positional[0], positional[1], targetArgs, false, nil
+}
+
+func buildServerConfig(target string, args []string, opts addOptions) (config.MCPServerConfig, error) {
+	transport := strings.ToLower(strings.TrimSpace(opts.Transport))
+	if transport == "" {
+		transport = "stdio"
+	}
+	switch transport {
+	case "stdio", "http", "sse":
+	default:
+		return config.MCPServerConfig{}, fmt.Errorf("unsupported transport %q", opts.Transport)
+	}
+
+	env, err := parseEnvAssignments(opts.Env)
+	if err != nil {
+		return config.MCPServerConfig{}, err
+	}
+	headers, err := parseHeaderAssignments(opts.Headers)
+	if err != nil {
+		return config.MCPServerConfig{}, err
+	}
+
+	server := config.MCPServerConfig{
+		Enabled:  true,
+		Type:     transport,
+		Deferred: opts.Deferred,
+	}
+
+	switch transport {
+	case "http", "sse":
+		if len(env) > 0 {
+			return config.MCPServerConfig{}, fmt.Errorf("--env can only be used with stdio transport")
+		}
+		if strings.TrimSpace(opts.EnvFile) != "" {
+			return config.MCPServerConfig{}, fmt.Errorf("--env-file can only be used with stdio transport")
+		}
+		if len(args) > 0 {
+			return config.MCPServerConfig{}, fmt.Errorf("%s transport does not accept command arguments", transport)
+		}
+		parsedURL, err := url.ParseRequestURI(target)
+		if err != nil || parsedURL.Scheme == "" || parsedURL.Host == "" {
+			return config.MCPServerConfig{}, fmt.Errorf("invalid MCP URL %q", target)
+		}
+		server.URL = target
+		server.Headers = headers
+		return server, nil
+	}
+
+	if len(headers) > 0 {
+		return config.MCPServerConfig{}, fmt.Errorf("--header can only be used with http or sse transport")
+	}
+
+	if looksLikeRemoteURL(target) {
+		return config.MCPServerConfig{}, fmt.Errorf(
+			"target %q looks like a remote MCP URL, but transport is %q. Use --transport http or --transport sse",
+			target,
+			transport,
+		)
+	}
+
+	command := target
+	commandArgs := append([]string(nil), args...)
+
+	if err := validateLocalCommandPath(target); err != nil {
+		return config.MCPServerConfig{}, err
+	}
+	if isLocalCommandPath(command) {
+		command = expandHomePath(command)
+	}
+
+	server.Command = command
+	server.Args = commandArgs
+	server.Env = env
+	server.EnvFile = strings.TrimSpace(opts.EnvFile)
+
+	return server, nil
+}

cmd/picoclaw/internal/mcp/command.go

@@ -0,0 +1,25 @@
+package mcp
+
+import "github.com/spf13/cobra"
+
+func NewMCPCommand() *cobra.Command {
+	cmd := &cobra.Command{
+		Use:   "mcp",
+		Short: "Manage MCP server configuration",
+		Args:  cobra.NoArgs,
+		RunE: func(cmd *cobra.Command, _ []string) error {
+			return cmd.Help()
+		},
+	}
+
+	cmd.AddCommand(
+		newAddCommand(),
+		newRemoveCommand(),
+		newListCommand(),
+		newEditCommand(),
+		newTestCommand(),
+		newShowCommand(),
+	)
+
+	return cmd
+}

cmd/picoclaw/internal/mcp/command_test.go

@@ -0,0 +1,619 @@
+package mcp
+
+import (
+	"bytes"
+	"context"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"slices"
+	"strings"
+	"testing"
+
+	"github.com/spf13/cobra"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+func TestNewMCPCommand(t *testing.T) {
+	cmd := NewMCPCommand()
+
+	require.NotNil(t, cmd)
+
+	assert.Equal(t, "mcp", cmd.Use)
+	assert.Equal(t, "Manage MCP server configuration", cmd.Short)
+	assert.True(t, cmd.HasSubCommands())
+
+	allowedCommands := []string{
+		"add",
+		"remove",
+		"list",
+		"edit",
+		"test",
+		"show",
+	}
+
+	subcommands := cmd.Commands()
+	assert.Len(t, subcommands, len(allowedCommands))
+
+	for _, subcmd := range subcommands {
+		found := slices.Contains(allowedCommands, subcmd.Name())
+		assert.True(t, found, "unexpected subcommand %q", subcmd.Name())
+		assert.False(t, subcmd.Hidden)
+	}
+}
+
+func TestMCPAddAddsGenericStdioServer(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{
+		"add",
+		"sqlite",
+		"npx",
+		"-y",
+		"@modelcontextprotocol/server-sqlite",
+		"--db",
+		"./mydb.db",
+	}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, `MCP server "sqlite" saved`)
+
+	cfg := readMCPConfig(t, configPath)
+	require.True(t, cfg.Tools.MCP.Enabled)
+
+	server, ok := cfg.Tools.MCP.Servers["sqlite"]
+	require.True(t, ok)
+	assert.True(t, server.Enabled)
+	assert.Equal(t, "stdio", server.Type)
+	assert.Equal(t, "npx", server.Command)
+	assert.Equal(t, []string{"-y", "@modelcontextprotocol/server-sqlite", "--db", "./mydb.db"}, server.Args)
+}
+
+func TestMCPAddSupportsHeadersAfterURL(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{
+		"add",
+		"apify",
+		"https://mcp.apify.com/",
+		"-t",
+		"http",
+		"--header",
+		"Authorization: Bearer OMITTED",
+	}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["apify"]
+	assert.Equal(t, "http", server.Type)
+	assert.Equal(t, "https://mcp.apify.com/", server.URL)
+	assert.Equal(t, map[string]string{"Authorization": "Bearer OMITTED"}, server.Headers)
+}
+
+func TestMCPAddSupportsTransportBeforeName(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{
+		"add",
+		"--transport",
+		"sse",
+		"fiscal-ai",
+		"https://api.fiscal.ai/mcp/sse",
+	}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["fiscal-ai"]
+	assert.Equal(t, "sse", server.Type)
+	assert.Equal(t, "https://api.fiscal.ai/mcp/sse", server.URL)
+}
+
+func TestMCPAddSupportsExplicitStdioCommandAfterSeparator(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{
+		"add",
+		"--transport",
+		"stdio",
+		"--env",
+		"AIRTABLE_API_KEY=YOUR_KEY",
+		"airtable",
+		"--",
+		"npx",
+		"-y",
+		"airtable-mcp-server",
+	}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["airtable"]
+	assert.Equal(t, "stdio", server.Type)
+	assert.Equal(t, "npx", server.Command)
+	assert.Equal(t, []string{"-y", "airtable-mcp-server"}, server.Args)
+	assert.Equal(t, map[string]string{"AIRTABLE_API_KEY": "YOUR_KEY"}, server.Env)
+}
+
+func TestMCPAddSupportsEnvFileForStdio(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{
+		"add",
+		"--env-file",
+		".env.mcp",
+		"filesystem",
+		"npx",
+		"-y",
+		"@modelcontextprotocol/server-filesystem",
+	}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["filesystem"]
+	assert.Equal(t, "stdio", server.Type)
+	assert.Equal(t, "npx", server.Command)
+	assert.Equal(t, []string{"-y", "@modelcontextprotocol/server-filesystem"}, server.Args)
+	assert.Equal(t, ".env.mcp", server.EnvFile)
+}
+
+func TestMCPAddRejectsEnvFileForHTTP(t *testing.T) {
+	setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{
+		"add",
+		"--transport",
+		"http",
+		"--env-file",
+		".env.mcp",
+		"context7",
+		"https://mcp.context7.com/mcp",
+	}, "")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "--env-file can only be used with stdio transport")
+}
+
+func TestMCPAddRejectsNonExecutableLocalCommand(t *testing.T) {
+	setupMCPConfigEnv(t)
+
+	tmpDir := t.TempDir()
+	localCmd := filepath.Join(tmpDir, "server.sh")
+	require.NoError(t, os.WriteFile(localCmd, []byte("#!/bin/sh\nexit 0\n"), 0o644))
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "local", localCmd}, "")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "not executable")
+}
+
+func TestMCPAddExpandsHomeInSavedLocalCommand(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	homeDir := t.TempDir()
+	t.Setenv("HOME", homeDir)
+	t.Setenv("USERPROFILE", homeDir)
+
+	localCmd := filepath.Join(homeDir, "bin", "my-mcp")
+	require.NoError(t, os.MkdirAll(filepath.Dir(localCmd), 0o755))
+	require.NoError(t, os.WriteFile(localCmd, []byte("#!/bin/sh\nexit 0\n"), 0o755))
+
+	tildeCmd := "~" + string(os.PathSeparator) + filepath.Join("bin", "my-mcp")
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "local-home", tildeCmd}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["local-home"]
+	assert.Equal(t, localCmd, server.Command)
+}
+
+func TestMCPAddShowsClearErrorForRemoteURLWithoutTransport(t *testing.T) {
+	setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "apify", "https://mcp.apify.com/"}, "")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), `looks like a remote MCP URL`)
+	assert.Contains(t, err.Error(), `Use --transport http or --transport sse`)
+}
+
+func TestMCPAddOverwritePromptDecline(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"filesystem": {
+						Enabled: true,
+						Type:    "stdio",
+						Command: "old",
+					},
+				},
+			},
+		},
+	})
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"add", "filesystem", "new-command"}, "n\n")
+	require.Error(t, err)
+	assert.Contains(t, output, `Overwrite? [y/N]:`)
+	assert.Contains(t, err.Error(), "aborted")
+
+	cfg := readMCPConfig(t, configPath)
+	assert.Equal(t, "old", cfg.Tools.MCP.Servers["filesystem"].Command)
+}
+
+func TestMCPAddOverwriteWithConfirmation(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"filesystem": {
+						Enabled: true,
+						Type:    "stdio",
+						Command: "old",
+					},
+				},
+			},
+		},
+	})
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "filesystem", "new-command"}, "y\n")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	assert.Equal(t, "new-command", cfg.Tools.MCP.Servers["filesystem"].Command)
+}
+
+func TestMCPAddHTTPServer(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{
+		"add",
+		"context7",
+		"--transport",
+		"http",
+		"https://mcp.context7.com/mcp",
+	}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["context7"]
+	assert.Equal(t, "http", server.Type)
+	assert.Equal(t, "https://mcp.context7.com/mcp", server.URL)
+	assert.Empty(t, server.Command)
+}
+
+func TestMCPRemoveRemovesLastServerAndDisablesMCP(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"filesystem": {
+						Enabled: true,
+						Type:    "stdio",
+						Command: "npx",
+					},
+				},
+			},
+		},
+	})
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"remove", "filesystem"}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, `MCP server "filesystem" removed`)
+
+	cfg := readMCPConfig(t, configPath)
+	assert.False(t, cfg.Tools.MCP.Enabled)
+	assert.Empty(t, cfg.Tools.MCP.Servers)
+}
+
+func TestMCPListPrintsTable(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"context7": {
+						Enabled: true,
+						Type:    "http",
+						URL:     "https://mcp.context7.com/mcp",
+					},
+					"filesystem": {
+						Enabled: false,
+						Type:    "stdio",
+						Command: "npx",
+						Args:    []string{"-y", "@modelcontextprotocol/server-filesystem", "/tmp"},
+					},
+				},
+			},
+		},
+	})
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"list"}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, "| Name")
+	assert.Contains(t, output, "context7")
+	assert.Contains(t, output, "filesystem")
+	assert.Contains(t, output, "https://mcp.context7.com/mcp")
+	assert.Contains(t, output, "disabled")
+}
+
+func TestMCPListWithStatusUsesProbe(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"filesystem": {
+						Enabled: true,
+						Type:    "stdio",
+						Command: "npx",
+					},
+				},
+			},
+		},
+	})
+
+	originalProbe := serverProbe
+	defer func() { serverProbe = originalProbe }()
+	serverProbe = func(_ context.Context, name string, server config.MCPServerConfig, workspacePath string) (probeResult, error) {
+		assert.Equal(t, "filesystem", name)
+		assert.Equal(t, readMCPConfig(t, configPath).WorkspacePath(), workspacePath)
+		assert.Equal(t, "npx", server.Command)
+		return probeResult{ToolCount: 3}, nil
+	}
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"list", "--status"}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, "ok (3 tools)")
+}
+
+func TestMCPEditUsesEditor(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	originalEditor := editorCommand
+	defer func() { editorCommand = originalEditor }()
+
+	var gotName string
+	var gotArgs []string
+	editorCommand = func(name string, args ...string) *exec.Cmd {
+		gotName = name
+		gotArgs = append([]string(nil), args...)
+		return exec.Command("sh", "-c", "exit 0")
+	}
+
+	t.Setenv("EDITOR", `dummy-editor --wait`)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"edit"}, "")
+	require.NoError(t, err)
+
+	assert.Equal(t, "dummy-editor", gotName)
+	assert.Equal(t, []string{"--wait", configPath}, gotArgs)
+	_, statErr := os.Stat(configPath)
+	assert.NoError(t, statErr)
+}
+
+func TestMCPEditRequiresEditor(t *testing.T) {
+	setupMCPConfigEnv(t)
+	t.Setenv("EDITOR", "")
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"edit"}, "")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "$EDITOR is not set")
+}
+
+func TestMCPTestUsesProbe(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"filesystem": {
+						Enabled: false,
+						Type:    "stdio",
+						Command: "npx",
+					},
+				},
+			},
+		},
+	})
+
+	originalProbe := serverProbe
+	defer func() { serverProbe = originalProbe }()
+	serverProbe = func(_ context.Context, name string, _ config.MCPServerConfig, workspacePath string) (probeResult, error) {
+		assert.Equal(t, "filesystem", name)
+		assert.Equal(t, readMCPConfig(t, configPath).WorkspacePath(), workspacePath)
+		return probeResult{ToolCount: 2}, nil
+	}
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"test", "filesystem"}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, `MCP server "filesystem" reachable (2 tools)`)
+}
+
+func TestMCPAddDeferredFlag(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "--deferred", "myserver", "npx", "my-mcp"}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["myserver"]
+	require.NotNil(t, server.Deferred)
+	assert.True(t, *server.Deferred)
+}
+
+func TestMCPAddNoDeferredFlag(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "--no-deferred", "myserver", "npx", "my-mcp"}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["myserver"]
+	require.NotNil(t, server.Deferred)
+	assert.False(t, *server.Deferred)
+}
+
+func TestMCPAddNoDeferredByDefault(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"add", "myserver", "npx", "my-mcp"}, "")
+	require.NoError(t, err)
+
+	cfg := readMCPConfig(t, configPath)
+	server := cfg.Tools.MCP.Servers["myserver"]
+	assert.Nil(t, server.Deferred)
+}
+
+func TestMCPShowNotFound(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, nil)
+
+	cmd := NewMCPCommand()
+	_, err := executeCommand(cmd, []string{"show", "missing"}, "")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), `"missing" not found`)
+}
+
+func TestMCPShowDisabledServer(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"myserver": {
+						Enabled: false,
+						Type:    "stdio",
+						Command: "npx",
+					},
+				},
+			},
+		},
+	})
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"show", "myserver"}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, "myserver")
+	assert.Contains(t, output, "disabled")
+}
+
+func TestMCPShowUsesProbe(t *testing.T) {
+	configPath := setupMCPConfigEnv(t)
+	writeMCPConfig(t, configPath, &config.Config{
+		Tools: config.ToolsConfig{
+			MCP: config.MCPConfig{
+				ToolConfig: config.ToolConfig{Enabled: true},
+				Servers: map[string]config.MCPServerConfig{
+					"myserver": {
+						Enabled: true,
+						Type:    "stdio",
+						Command: "npx",
+					},
+				},
+			},
+		},
+	})
+
+	original := serverShowProbe
+	defer func() { serverShowProbe = original }()
+	serverShowProbe = func(_ context.Context, name string, _ config.MCPServerConfig, _ string) ([]toolDetail, error) {
+		assert.Equal(t, "myserver", name)
+		return []toolDetail{
+			{
+				Name:        "read_file",
+				Description: "Read a file from the filesystem",
+				Parameters: []paramDetail{
+					{Name: "path", Type: "string", Description: "File path", Required: true},
+					{Name: "encoding", Type: "string", Description: "Character encoding", Required: false},
+				},
+			},
+			{
+				Name:        "list_dir",
+				Description: "List directory contents",
+				Parameters:  nil,
+			},
+		}, nil
+	}
+
+	cmd := NewMCPCommand()
+	output, err := executeCommand(cmd, []string{"show", "myserver"}, "")
+	require.NoError(t, err)
+	assert.Contains(t, output, "myserver")
+	assert.Contains(t, output, "read_file")
+	assert.Contains(t, output, "Read a file from the filesystem")
+	assert.Contains(t, output, "path")
+	assert.Contains(t, output, "string")
+	assert.Contains(t, output, "required")
+	assert.Contains(t, output, "list_dir")
+	assert.Contains(t, output, "none")
+}
+
+func setupMCPConfigEnv(t *testing.T) string {
+	t.Helper()
+
+	configPath := filepath.Join(t.TempDir(), "config.json")
+	t.Setenv(config.EnvConfig, configPath)
+	t.Setenv(config.EnvHome, filepath.Dir(configPath))
+	return configPath
+}
+
+func writeMCPConfig(t *testing.T, path string, cfg *config.Config) {
+	t.Helper()
+
+	if cfg == nil {
+		cfg = config.DefaultConfig()
+	}
+
+	require.NoError(t, config.SaveConfig(path, cfg))
+}
+
+func readMCPConfig(t *testing.T, path string) *config.Config {
+	t.Helper()
+
+	cfg, err := config.LoadConfig(path)
+	require.NoError(t, err)
+	return cfg
+}
+
+func executeCommand(cmd *cobra.Command, args []string, stdin string) (string, error) {
+	var stdout bytes.Buffer
+	var stderr bytes.Buffer
+
+	cmd.SetArgs(args)
+	cmd.SetOut(&stdout)
+	cmd.SetErr(&stderr)
+	cmd.SetIn(strings.NewReader(stdin))
+
+	err := cmd.Execute()
+	return stdout.String() + stderr.String(), err
+}

cmd/picoclaw/internal/mcp/edit.go

@@ -0,0 +1,54 @@
+package mcp
+
+import (
+	"fmt"
+	"os"
+	"strings"
+
+	"github.com/spf13/cobra"
+	"go.mau.fi/util/shlex"
+
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+)
+
+func newEditCommand() *cobra.Command {
+	return &cobra.Command{
+		Use:   "edit",
+		Short: "Open the PicoClaw config in $EDITOR",
+		Args:  cobra.NoArgs,
+		RunE: func(cmd *cobra.Command, _ []string) error {
+			editor := strings.TrimSpace(os.Getenv("EDITOR"))
+			if editor == "" {
+				return fmt.Errorf("$EDITOR is not set")
+			}
+
+			cfg, err := loadConfig()
+			if err != nil {
+				return err
+			}
+			if err = saveValidatedConfig(cfg); err != nil {
+				return err
+			}
+
+			editorArgs, err := shlex.Split(editor)
+			if err != nil {
+				return fmt.Errorf("failed to parse $EDITOR: %w", err)
+			}
+			if len(editorArgs) == 0 {
+				return fmt.Errorf("$EDITOR is empty")
+			}
+
+			editorArgs = append(editorArgs, internal.GetConfigPath())
+			process := editorCommand(editorArgs[0], editorArgs[1:]...)
+			process.Stdin = cmd.InOrStdin()
+			process.Stdout = cmd.OutOrStdout()
+			process.Stderr = cmd.ErrOrStderr()
+
+			if err := process.Run(); err != nil {
+				return fmt.Errorf("failed to start editor: %w", err)
+			}
+
+			return nil
+		},
+	}
+}

cmd/picoclaw/internal/mcp/helpers.go

@@ -0,0 +1,359 @@
+package mcp
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"net/url"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"runtime"
+	"sort"
+	"strings"
+	"sync"
+
+	"github.com/google/jsonschema-go/jsonschema"
+
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+	"github.com/sipeed/picoclaw/pkg/config"
+	picomcp "github.com/sipeed/picoclaw/pkg/mcp"
+)
+
+type probeResult struct {
+	ToolCount int
+}
+
+var (
+	editorCommand = exec.Command
+	serverProbe   = defaultServerProbe
+
+	mcpConfigSchemaOnce sync.Once
+	mcpConfigSchema     *jsonschema.Resolved
+	errMcpConfigSchema  error
+)
+
+const mcpConfigSchemaJSON = `{
+  "type": "object",
+  "properties": {
+    "tools": {
+      "type": "object",
+      "properties": {
+        "mcp": {
+          "type": "object",
+          "properties": {
+            "enabled": { "type": "boolean" },
+            "discovery": { "type": "object", "additionalProperties": true },
+            "max_inline_text_chars": { "type": "integer" },
+            "servers": {
+              "type": "object",
+              "additionalProperties": {
+                "type": "object",
+                "properties": {
+                  "enabled": { "type": "boolean" },
+                  "deferred": { "type": "boolean" },
+                  "command": { "type": "string" },
+                  "args": {
+                    "type": "array",
+                    "items": { "type": "string" }
+                  },
+                  "env": {
+                    "type": "object",
+                    "additionalProperties": { "type": "string" }
+                  },
+                  "env_file": { "type": "string" },
+                  "type": {
+                    "type": "string",
+                    "enum": ["stdio", "http", "sse"]
+                  },
+                  "url": { "type": "string" },
+                  "headers": {
+                    "type": "object",
+                    "additionalProperties": { "type": "string" }
+                  }
+                },
+                "required": ["enabled"],
+                "anyOf": [
+                  { "required": ["command"] },
+                  { "required": ["url"] }
+                ],
+                "additionalProperties": false
+              }
+            }
+          },
+          "required": ["enabled"],
+          "additionalProperties": true
+        }
+      },
+      "required": ["mcp"],
+      "additionalProperties": true
+    }
+  },
+  "required": ["tools"],
+  "additionalProperties": true
+}`
+
+func loadConfig() (*config.Config, error) {
+	cfg, err := config.LoadConfig(internal.GetConfigPath())
+	if err != nil {
+		return nil, fmt.Errorf("failed to load config: %w", err)
+	}
+	return cfg, nil
+}
+
+func saveValidatedConfig(cfg *config.Config) error {
+	if cfg == nil {
+		return fmt.Errorf("config is nil")
+	}
+
+	data, err := json.Marshal(cfg)
+	if err != nil {
+		return fmt.Errorf("failed to serialize config: %w", err)
+	}
+
+	if err := validateConfigDocument(data); err != nil {
+		return err
+	}
+
+	if err := config.SaveConfig(internal.GetConfigPath(), cfg); err != nil {
+		return fmt.Errorf("failed to save config: %w", err)
+	}
+
+	return nil
+}
+
+func validateConfigDocument(data []byte) error {
+	var instance map[string]any
+	if err := json.Unmarshal(data, &instance); err != nil {
+		return fmt.Errorf("failed to decode serialized config: %w", err)
+	}
+
+	schema, err := loadMCPConfigSchema()
+	if err != nil {
+		return fmt.Errorf("failed to load MCP config schema: %w", err)
+	}
+
+	if err := schema.Validate(instance); err != nil {
+		return fmt.Errorf("config validation failed: %w", err)
+	}
+
+	return nil
+}
+
+func loadMCPConfigSchema() (*jsonschema.Resolved, error) {
+	mcpConfigSchemaOnce.Do(func() {
+		var schema jsonschema.Schema
+		if err := json.Unmarshal([]byte(mcpConfigSchemaJSON), &schema); err != nil {
+			errMcpConfigSchema = err
+			return
+		}
+		mcpConfigSchema, errMcpConfigSchema = schema.Resolve(nil)
+	})
+
+	return mcpConfigSchema, errMcpConfigSchema
+}
+
+func inferTransportType(server config.MCPServerConfig) string {
+	switch server.Type {
+	case "stdio", "http", "sse":
+		return server.Type
+	}
+	if server.URL != "" {
+		return "sse"
+	}
+	if server.Command != "" {
+		return "stdio"
+	}
+	return "unknown"
+}
+
+func renderServerTarget(server config.MCPServerConfig) string {
+	transport := inferTransportType(server)
+	if transport == "http" || transport == "sse" {
+		if server.URL == "" {
+			return "<missing url>"
+		}
+		return server.URL
+	}
+
+	parts := append([]string{server.Command}, server.Args...)
+	rendered := strings.TrimSpace(strings.Join(parts, " "))
+	if rendered == "" {
+		return "<missing command>"
+	}
+	return rendered
+}
+
+func sortedServerNames(servers map[string]config.MCPServerConfig) []string {
+	names := make([]string, 0, len(servers))
+	for name := range servers {
+		names = append(names, name)
+	}
+	sort.Strings(names)
+	return names
+}
+
+func parseEnvAssignments(values []string) (map[string]string, error) {
+	if len(values) == 0 {
+		return nil, nil
+	}
+
+	env := make(map[string]string, len(values))
+	for _, entry := range values {
+		key, value, found := strings.Cut(entry, "=")
+		if !found {
+			return nil, fmt.Errorf("invalid env assignment %q: expected KEY=value", entry)
+		}
+		key = strings.TrimSpace(key)
+		if key == "" {
+			return nil, fmt.Errorf("invalid env assignment %q: key cannot be empty", entry)
+		}
+		env[key] = value
+	}
+
+	return env, nil
+}
+
+func parseHeaderAssignments(values []string) (map[string]string, error) {
+	if len(values) == 0 {
+		return nil, nil
+	}
+
+	headers := make(map[string]string, len(values))
+	for _, entry := range values {
+		key, value, found := strings.Cut(entry, ":")
+		if !found {
+			key, value, found = strings.Cut(entry, "=")
+		}
+		if !found {
+			return nil, fmt.Errorf("invalid header %q: expected 'Name: Value' or 'Name=Value'", entry)
+		}
+		key = strings.TrimSpace(key)
+		value = strings.TrimSpace(value)
+		if key == "" {
+			return nil, fmt.Errorf("invalid header %q: name cannot be empty", entry)
+		}
+		headers[key] = value
+	}
+
+	return headers, nil
+}
+
+func looksLikeRemoteURL(target string) bool {
+	parsedURL, err := url.ParseRequestURI(target)
+	if err != nil {
+		return false
+	}
+	if parsedURL.Host == "" {
+		return false
+	}
+	switch strings.ToLower(parsedURL.Scheme) {
+	case "http", "https":
+		return true
+	default:
+		return false
+	}
+}
+
+func isLocalCommandPath(command string) bool {
+	if command == "" {
+		return false
+	}
+	if looksLikeRemoteURL(command) {
+		return false
+	}
+	return filepath.IsAbs(command) ||
+		filepath.VolumeName(command) != "" ||
+		strings.HasPrefix(command, "."+string(os.PathSeparator)) ||
+		strings.HasPrefix(command, ".."+string(os.PathSeparator)) ||
+		command == "." ||
+		command == ".." ||
+		strings.ContainsRune(command, os.PathSeparator)
+}
+
+func expandHomePath(path string) string {
+	if path == "" || path[0] != '~' {
+		return path
+	}
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return path
+	}
+	if path == "~" {
+		return home
+	}
+	if strings.HasPrefix(path, "~/") || strings.HasPrefix(path, "~\\") {
+		return filepath.Join(home, path[2:])
+	}
+	return path
+}
+
+func validateLocalCommandPath(command string) error {
+	if !isLocalCommandPath(command) {
+		return nil
+	}
+
+	path := expandHomePath(command)
+	info, err := os.Stat(path)
+	if err != nil {
+		if errors.Is(err, os.ErrNotExist) {
+			return fmt.Errorf("local command %q does not exist", command)
+		}
+		return fmt.Errorf("failed to stat local command %q: %w", command, err)
+	}
+	if info.IsDir() {
+		return fmt.Errorf("local command %q is a directory", command)
+	}
+	if runtime.GOOS != "windows" && info.Mode()&0o111 == 0 {
+		return fmt.Errorf("local command %q is not executable", command)
+	}
+	return nil
+}
+
+func defaultServerProbe(
+	ctx context.Context,
+	name string,
+	server config.MCPServerConfig,
+	workspacePath string,
+) (probeResult, error) {
+	mgr := picomcp.NewManager()
+	defer func() { _ = mgr.Close() }()
+
+	server.Enabled = true
+	mcpCfg := config.MCPConfig{
+		ToolConfig: config.ToolConfig{Enabled: true},
+		Servers: map[string]config.MCPServerConfig{
+			name: server,
+		},
+	}
+
+	if err := mgr.LoadFromMCPConfig(ctx, mcpCfg, workspacePath); err != nil {
+		return probeResult{}, err
+	}
+
+	conn, ok := mgr.GetServer(name)
+	if !ok {
+		return probeResult{}, fmt.Errorf("server %q did not register a connection", name)
+	}
+
+	return probeResult{ToolCount: len(conn.Tools)}, nil
+}
+
+func confirmOverwrite(r io.Reader, w io.Writer, name string) (bool, error) {
+	if _, err := fmt.Fprintf(w, "MCP server %q already exists. Overwrite? [y/N]: ", name); err != nil {
+		return false, err
+	}
+
+	var answer string
+	if _, err := fmt.Fscanln(r, &answer); err != nil {
+		if errors.Is(err, io.EOF) {
+			return false, nil
+		}
+		return false, err
+	}
+
+	answer = strings.TrimSpace(strings.ToLower(answer))
+	return answer == "y" || answer == "yes", nil
+}

cmd/picoclaw/internal/mcp/list.go

@@ -0,0 +1,78 @@
+package mcp
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/spf13/cobra"
+
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cliui"
+)
+
+func newListCommand() *cobra.Command {
+	var (
+		includeStatus bool
+		timeout       time.Duration
+	)
+
+	cmd := &cobra.Command{
+		Use:   "list",
+		Short: "List configured MCP servers",
+		Args:  cobra.NoArgs,
+		RunE: func(cmd *cobra.Command, _ []string) error {
+			cfg, err := loadConfig()
+			if err != nil {
+				return err
+			}
+
+			if len(cfg.Tools.MCP.Servers) == 0 {
+				fmt.Fprintln(cmd.OutOrStdout(), "No MCP servers configured.")
+				return nil
+			}
+
+			rows := make([]cliui.MCPListRow, 0, len(cfg.Tools.MCP.Servers))
+			for _, name := range sortedServerNames(cfg.Tools.MCP.Servers) {
+				server := cfg.Tools.MCP.Servers[name]
+				status := "disabled"
+				if server.Enabled {
+					status = "enabled"
+				}
+
+				if includeStatus && server.Enabled {
+					ctx, cancel := context.WithTimeout(context.Background(), timeout)
+					result, probeErr := serverProbe(ctx, name, server, cfg.WorkspacePath())
+					cancel()
+					if probeErr != nil {
+						status = "error"
+					} else {
+						status = fmt.Sprintf("ok (%d tools)", result.ToolCount)
+					}
+				}
+
+				effectiveDeferred := cfg.Tools.MCP.Discovery.Enabled
+				deferredExplicit := server.Deferred != nil
+				if deferredExplicit {
+					effectiveDeferred = *server.Deferred
+				}
+
+				rows = append(rows, cliui.MCPListRow{
+					Name:              name,
+					Type:              inferTransportType(server),
+					Target:            renderServerTarget(server),
+					Status:            status,
+					EffectiveDeferred: effectiveDeferred,
+					DeferredExplicit:  deferredExplicit,
+				})
+			}
+
+			cliui.PrintMCPList(cmd.OutOrStdout(), rows)
+			return nil
+		},
+	}
+
+	cmd.Flags().BoolVar(&includeStatus, "status", false, "Ping enabled servers and show live status")
+	cmd.Flags().DurationVar(&timeout, "timeout", 5*time.Second, "Timeout for each live status check")
+
+	return cmd
+}

cmd/picoclaw/internal/mcp/remove.go

@@ -0,0 +1,39 @@
+package mcp
+
+import (
+	"fmt"
+
+	"github.com/spf13/cobra"
+)
+
+func newRemoveCommand() *cobra.Command {
+	return &cobra.Command{
+		Use:   "remove <name>",
+		Short: "Remove an MCP server from config",
+		Args:  cobra.ExactArgs(1),
+		RunE: func(cmd *cobra.Command, args []string) error {
+			cfg, err := loadConfig()
+			if err != nil {
+				return err
+			}
+
+			name := args[0]
+			if _, exists := cfg.Tools.MCP.Servers[name]; !exists {
+				return fmt.Errorf("MCP server %q not found", name)
+			}
+
+			delete(cfg.Tools.MCP.Servers, name)
+			if len(cfg.Tools.MCP.Servers) == 0 {
+				cfg.Tools.MCP.Servers = nil
+				cfg.Tools.MCP.Enabled = false
+			}
+
+			if err := saveValidatedConfig(cfg); err != nil {
+				return err
+			}
+
+			fmt.Fprintf(cmd.OutOrStdout(), "✓ MCP server %q removed.\n", name)
+			return nil
+		},
+	}
+}

cmd/picoclaw/internal/mcp/show.go

@@ -0,0 +1,237 @@
+package mcp
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"sort"
+	"strings"
+	"time"
+
+	"github.com/spf13/cobra"
+
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cliui"
+	"github.com/sipeed/picoclaw/pkg/config"
+	picomcp "github.com/sipeed/picoclaw/pkg/mcp"
+)
+
+type toolDetail struct {
+	Name        string
+	Description string
+	Parameters  []paramDetail
+}
+
+type paramDetail struct {
+	Name        string
+	Type        string
+	Description string
+	Required    bool
+}
+
+var serverShowProbe = defaultServerShowProbe
+
+func defaultServerShowProbe(
+	ctx context.Context,
+	name string,
+	server config.MCPServerConfig,
+	workspacePath string,
+) ([]toolDetail, error) {
+	mgr := picomcp.NewManager()
+	defer func() { _ = mgr.Close() }()
+
+	server.Enabled = true
+	mcpCfg := config.MCPConfig{
+		ToolConfig: config.ToolConfig{Enabled: true},
+		Servers: map[string]config.MCPServerConfig{
+			name: server,
+		},
+	}
+
+	if err := mgr.LoadFromMCPConfig(ctx, mcpCfg, workspacePath); err != nil {
+		return nil, err
+	}
+
+	conn, ok := mgr.GetServer(name)
+	if !ok {
+		return nil, fmt.Errorf("server %q did not register a connection", name)
+	}
+
+	details := make([]toolDetail, 0, len(conn.Tools))
+	for _, tool := range conn.Tools {
+		details = append(details, toolDetail{
+			Name:        tool.Name,
+			Description: tool.Description,
+			Parameters:  extractParameters(tool.InputSchema),
+		})
+	}
+	return details, nil
+}
+
+func extractParameters(schema any) []paramDetail {
+	schemaMap := normalizeSchema(schema)
+	properties, ok := schemaMap["properties"].(map[string]any)
+	if !ok || len(properties) == 0 {
+		return nil
+	}
+
+	required := make(map[string]struct{})
+	switch raw := schemaMap["required"].(type) {
+	case []string:
+		for _, name := range raw {
+			required[name] = struct{}{}
+		}
+	case []any:
+		for _, value := range raw {
+			if name, ok := value.(string); ok {
+				required[name] = struct{}{}
+			}
+		}
+	}
+
+	names := make([]string, 0, len(properties))
+	for name := range properties {
+		names = append(names, name)
+	}
+	sort.Strings(names)
+
+	params := make([]paramDetail, 0, len(names))
+	for _, name := range names {
+		param := paramDetail{Name: name}
+		if propMap, ok := properties[name].(map[string]any); ok {
+			if typeName, ok := propMap["type"].(string); ok {
+				param.Type = strings.TrimSpace(typeName)
+			}
+			if desc, ok := propMap["description"].(string); ok {
+				param.Description = strings.TrimSpace(desc)
+			}
+		}
+		_, param.Required = required[name]
+		params = append(params, param)
+	}
+	return params
+}
+
+func normalizeSchema(schema any) map[string]any {
+	if schema == nil {
+		return map[string]any{}
+	}
+	if schemaMap, ok := schema.(map[string]any); ok {
+		return schemaMap
+	}
+
+	var jsonData []byte
+	switch raw := schema.(type) {
+	case json.RawMessage:
+		jsonData = raw
+	case []byte:
+		jsonData = raw
+	default:
+		var err error
+		jsonData, err = json.Marshal(schema)
+		if err != nil {
+			return map[string]any{}
+		}
+	}
+
+	var result map[string]any
+	if err := json.Unmarshal(jsonData, &result); err != nil {
+		return map[string]any{}
+	}
+	return result
+}
+
+func newShowCommand() *cobra.Command {
+	var timeout time.Duration
+
+	cmd := &cobra.Command{
+		Use:   "show <name>",
+		Short: "Show details and tools for a configured MCP server",
+		Args:  cobra.ExactArgs(1),
+		RunE: func(cmd *cobra.Command, args []string) error {
+			cfg, err := loadConfig()
+			if err != nil {
+				return err
+			}
+
+			name := args[0]
+			server, exists := cfg.Tools.MCP.Servers[name]
+			if !exists {
+				return fmt.Errorf("MCP server %q not found", name)
+			}
+
+			serverInfo := buildServerInfo(name, server, cfg.Tools.MCP.Discovery.Enabled)
+
+			if !server.Enabled {
+				cliui.PrintMCPShow(cmd.OutOrStdout(), serverInfo, nil, true)
+				return nil
+			}
+
+			ctx, cancel := context.WithTimeout(context.Background(), timeout)
+			defer cancel()
+
+			details, err := serverShowProbe(ctx, name, server, cfg.WorkspacePath())
+			if err != nil {
+				return fmt.Errorf("failed to connect to MCP server %q: %w", name, err)
+			}
+
+			tools := make([]cliui.MCPShowTool, 0, len(details))
+			for _, d := range details {
+				params := make([]cliui.MCPShowParam, 0, len(d.Parameters))
+				for _, p := range d.Parameters {
+					params = append(params, cliui.MCPShowParam{
+						Name:        p.Name,
+						Type:        p.Type,
+						Description: p.Description,
+						Required:    p.Required,
+					})
+				}
+				tools = append(tools, cliui.MCPShowTool{
+					Name:        d.Name,
+					Description: d.Description,
+					Parameters:  params,
+				})
+			}
+
+			cliui.PrintMCPShow(cmd.OutOrStdout(), serverInfo, tools, false)
+			return nil
+		},
+	}
+
+	cmd.Flags().DurationVar(&timeout, "timeout", 10*time.Second, "Connection timeout")
+
+	return cmd
+}
+
+func buildServerInfo(name string, server config.MCPServerConfig, discoveryEnabled bool) cliui.MCPShowServer {
+	effectiveDeferred := discoveryEnabled
+	deferredExplicit := server.Deferred != nil
+	if deferredExplicit {
+		effectiveDeferred = *server.Deferred
+	}
+	info := cliui.MCPShowServer{
+		Name:              name,
+		Type:              inferTransportType(server),
+		Target:            renderServerTarget(server),
+		Enabled:           server.Enabled,
+		EffectiveDeferred: effectiveDeferred,
+		DeferredExplicit:  deferredExplicit,
+		EnvFile:           server.EnvFile,
+	}
+	if len(server.Env) > 0 {
+		keys := make([]string, 0, len(server.Env))
+		for k := range server.Env {
+			keys = append(keys, k)
+		}
+		sort.Strings(keys)
+		info.EnvKeys = keys
+	}
+	if len(server.Headers) > 0 {
+		keys := make([]string, 0, len(server.Headers))
+		for k := range server.Headers {
+			keys = append(keys, k)
+		}
+		sort.Strings(keys)
+		info.Headers = keys
+	}
+	return info
+}

cmd/picoclaw/internal/mcp/test.go

@@ -0,0 +1,46 @@
+package mcp
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/spf13/cobra"
+)
+
+func newTestCommand() *cobra.Command {
+	var timeout time.Duration
+
+	cmd := &cobra.Command{
+		Use:   "test <name>",
+		Short: "Test connectivity for a configured MCP server",
+		Args:  cobra.ExactArgs(1),
+		RunE: func(cmd *cobra.Command, args []string) error {
+			cfg, err := loadConfig()
+			if err != nil {
+				return err
+			}
+
+			name := args[0]
+			server, exists := cfg.Tools.MCP.Servers[name]
+			if !exists {
+				return fmt.Errorf("MCP server %q not found", name)
+			}
+
+			ctx, cancel := context.WithTimeout(context.Background(), timeout)
+			defer cancel()
+
+			result, err := serverProbe(ctx, name, server, cfg.WorkspacePath())
+			if err != nil {
+				return fmt.Errorf("failed to reach MCP server %q: %w", name, err)
+			}
+
+			fmt.Fprintf(cmd.OutOrStdout(), "✓ MCP server %q reachable (%d tools).\n", name, result.ToolCount)
+			return nil
+		},
+	}
+
+	cmd.Flags().DurationVar(&timeout, "timeout", 5*time.Second, "Connection timeout")
+
+	return cmd
+}

cmd/picoclaw/internal/model/add.go

@@ -0,0 +1,200 @@
+package model
+
+import (
+	"bufio"
+	"fmt"
+	"io"
+	"strconv"
+	"strings"
+
+	"github.com/spf13/cobra"
+
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+const defaultAliasName = "custom-prefer"
+
+func newAddCommand() *cobra.Command {
+	var (
+		apiBase   string
+		apiKey    string
+		modelID   string
+		alias     string
+		modelType string
+	)
+
+	cmd := &cobra.Command{
+		Use:   "add",
+		Short: "Add a model from an OpenAI-compatible endpoint",
+		Long: `Add a model entry by querying an OpenAI-compatible endpoint exposing
+GET <api-base>/models, then setting it as the default model.
+
+If --model is omitted, the available models are listed and you can pick one
+interactively. If --model is provided, the entry is written without contacting
+the server.
+
+Sample interactive session (key shown masked):
+
+    $ picoclaw model add \
+        -b https://ark.cn-beijing.volces.com/api/v3 \
+        -k 7dff****-****-****-****-********e829
+
+    115 model(s) available:
+        1) doubao-lite-128k-240428    (doubao-lite-128k)
+        2) doubao-pro-128k-240515     (doubao-pro-128k)
+        ...
+       48) deepseek-r1-250120          (deepseek-r1)
+       78) kimi-k2-250711              (kimi-k2)
+        ...
+      115) doubao-seed3d-2-0-260328    (doubao-seed3d-2-0)
+    Pick a model (number or id): 48
+    ✓ Saved model 'custom-prefer' (deepseek-r1-250120) and set as default.`,
+		Example: `  picoclaw model add --api-base https://api.openai.com/v1 --api-key sk-...
+  picoclaw model add -b http://localhost:8000/v1 -k dummy -m my-model -n local`,
+		Args: cobra.NoArgs,
+		RunE: func(cmd *cobra.Command, _ []string) error {
+			return runAdd(addOptions{
+				apiBase:   strings.TrimSpace(apiBase),
+				apiKey:    strings.TrimSpace(apiKey),
+				modelID:   strings.TrimSpace(modelID),
+				alias:     strings.TrimSpace(alias),
+				modelType: strings.TrimSpace(modelType),
+				stdin:     cmd.InOrStdin(),
+				stdout:    cmd.OutOrStdout(),
+			})
+		},
+	}
+
+	cmd.Flags().StringVarP(&apiBase, "api-base", "b", "",
+		"API base URL (required), e.g. https://api.openai.com/v1")
+	cmd.Flags().StringVarP(&apiKey, "api-key", "k", "", "API key (required)")
+	cmd.Flags().StringVarP(&modelID, "model", "m", "",
+		"Model id; when set, skips the interactive picker and the network call")
+	cmd.Flags().StringVarP(&alias, "name", "n", defaultAliasName,
+		"Local alias written to model_list and used as the default model name")
+	cmd.Flags().StringVar(&modelType, "type", "openai-compatible",
+		"Endpoint type (only 'openai-compatible' is supported today)")
+	_ = cmd.MarkFlagRequired("api-base")
+	_ = cmd.MarkFlagRequired("api-key")
+
+	return cmd
+}
+
+type addOptions struct {
+	apiBase   string
+	apiKey    string
+	modelID   string
+	alias     string
+	modelType string
+	stdin     io.Reader
+	stdout    io.Writer
+}
+
+func runAdd(opt addOptions) error {
+	if opt.modelType != "" && opt.modelType != "openai-compatible" {
+		return fmt.Errorf("unsupported --type %q (only 'openai-compatible' is supported)", opt.modelType)
+	}
+	if opt.alias == "" {
+		opt.alias = defaultAliasName
+	}
+
+	selected := opt.modelID
+	if selected == "" {
+		entries, err := fetchOpenAIModels(opt.apiBase, opt.apiKey)
+		if err != nil {
+			return fmt.Errorf("fetch models: %w", err)
+		}
+		if len(entries) == 0 {
+			return fmt.Errorf("no models returned by %s", opt.apiBase)
+		}
+		selected, err = pickModel(opt.stdin, opt.stdout, entries)
+		if err != nil {
+			return err
+		}
+	}
+
+	return upsertModelDefault(opt.apiBase, opt.apiKey, opt.alias, selected, opt.stdout)
+}
+
+func pickModel(stdin io.Reader, stdout io.Writer, entries []modelEntry) (string, error) {
+	fmt.Fprintf(stdout, "\n%d model(s) available:\n", len(entries))
+	for i, m := range entries {
+		line := m.ID
+		if m.Name != "" && m.Name != m.ID {
+			line = fmt.Sprintf("%s (%s)", m.ID, m.Name)
+		}
+		fmt.Fprintf(stdout, "  %3d) %s\n", i+1, line)
+	}
+
+	scanner := bufio.NewScanner(stdin)
+	for {
+		fmt.Fprint(stdout, "Pick a model (number or id): ")
+		if !scanner.Scan() {
+			if err := scanner.Err(); err != nil {
+				return "", fmt.Errorf("read input: %w", err)
+			}
+			return "", fmt.Errorf("no selection provided")
+		}
+		text := strings.TrimSpace(scanner.Text())
+		if text == "" {
+			continue
+		}
+		if idx, err := strconv.Atoi(text); err == nil {
+			if idx < 1 || idx > len(entries) {
+				fmt.Fprintf(stdout, "Out of range. Enter 1-%d.\n", len(entries))
+				continue
+			}
+			return entries[idx-1].ID, nil
+		}
+		for _, m := range entries {
+			if m.ID == text {
+				return m.ID, nil
+			}
+		}
+		fmt.Fprintln(stdout, "Not a valid number or model id; try again.")
+	}
+}
+
+func upsertModelDefault(apiBase, apiKey, alias, modelID string, stdout io.Writer) error {
+	configPath := internal.GetConfigPath()
+	cfg, err := config.LoadConfig(configPath)
+	if err != nil {
+		return fmt.Errorf("failed to load config: %w", err)
+	}
+
+	secureKeys := config.SimpleSecureStrings(apiKey)
+
+	found := false
+	for _, m := range cfg.ModelList {
+		if m == nil {
+			continue
+		}
+		if m.ModelName == alias {
+			m.Model = modelID
+			m.APIBase = apiBase
+			m.APIKeys = secureKeys
+			m.Enabled = true
+			found = true
+			break
+		}
+	}
+	if !found {
+		cfg.ModelList = append(cfg.ModelList, &config.ModelConfig{
+			ModelName: alias,
+			Model:     modelID,
+			APIBase:   apiBase,
+			APIKeys:   secureKeys,
+			Enabled:   true,
+		})
+	}
+
+	cfg.Agents.Defaults.ModelName = alias
+
+	if err := config.SaveConfig(configPath, cfg); err != nil {
+		return fmt.Errorf("failed to save config: %w", err)
+	}
+
+	fmt.Fprintf(stdout, "✓ Saved model '%s' (%s) and set as default.\n", alias, modelID)
+	return nil
+}

cmd/picoclaw/internal/model/add_test.go

@@ -0,0 +1,257 @@
+package model
+
+import (
+	"bytes"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+func TestFetchOpenAIModels_DataEnvelope(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, "/models", r.URL.Path)
+		assert.Equal(t, "Bearer secret", r.Header.Get("Authorization"))
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"data":[{"id":"gpt-foo","name":"Foo"},{"id":"gpt-bar"}]}`))
+	}))
+	defer srv.Close()
+
+	entries, err := fetchOpenAIModels(srv.URL, "secret")
+	require.NoError(t, err)
+	require.Len(t, entries, 2)
+	assert.Equal(t, "gpt-foo", entries[0].ID)
+	assert.Equal(t, "Foo", entries[0].Name)
+	assert.Equal(t, "gpt-bar", entries[1].ID)
+}
+
+func TestFetchOpenAIModels_BareArray(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`[{"id":"a"},{"id":"b"}]`))
+	}))
+	defer srv.Close()
+
+	entries, err := fetchOpenAIModels(srv.URL, "secret")
+	require.NoError(t, err)
+	require.Len(t, entries, 2)
+	assert.Equal(t, "a", entries[0].ID)
+	assert.Equal(t, "b", entries[1].ID)
+}
+
+func TestFetchOpenAIModels_TrimsTrailingSlash(t *testing.T) {
+	var gotPath string
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		gotPath = r.URL.Path
+		_, _ = w.Write([]byte(`{"data":[{"id":"x"}]}`))
+	}))
+	defer srv.Close()
+
+	_, err := fetchOpenAIModels(srv.URL+"/", "k")
+	require.NoError(t, err)
+	assert.Equal(t, "/models", gotPath)
+}
+
+func TestFetchOpenAIModels_HTTPError(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		http.Error(w, "nope", http.StatusUnauthorized)
+	}))
+	defer srv.Close()
+
+	_, err := fetchOpenAIModels(srv.URL, "bad")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "HTTP 401")
+}
+
+func TestFetchOpenAIModels_EmptyDataEnvelope(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		_, _ = w.Write([]byte(`{"data":[]}`))
+	}))
+	defer srv.Close()
+
+	entries, err := fetchOpenAIModels(srv.URL, "k")
+	require.NoError(t, err)
+	assert.Empty(t, entries)
+}
+
+func TestFetchOpenAIModels_EmptyBareArray(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		_, _ = w.Write([]byte(`[]`))
+	}))
+	defer srv.Close()
+
+	entries, err := fetchOpenAIModels(srv.URL, "k")
+	require.NoError(t, err)
+	assert.Empty(t, entries)
+}
+
+func TestFetchOpenAIModels_UnrecognizedShape(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		_, _ = w.Write([]byte(`{"models":"not-supported"}`))
+	}))
+	defer srv.Close()
+
+	_, err := fetchOpenAIModels(srv.URL, "k")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "unrecognized shape")
+}
+
+func TestFetchOpenAIModels_RequiresInputs(t *testing.T) {
+	_, err := fetchOpenAIModels("", "k")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "api base")
+
+	_, err = fetchOpenAIModels("https://example.com", "")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "api key")
+}
+
+func TestPickModel_ByIndex(t *testing.T) {
+	entries := []modelEntry{{ID: "a"}, {ID: "b"}, {ID: "c"}}
+	out := &bytes.Buffer{}
+	got, err := pickModel(strings.NewReader("2\n"), out, entries)
+	require.NoError(t, err)
+	assert.Equal(t, "b", got)
+	assert.Contains(t, out.String(), "3 model(s) available")
+}
+
+func TestPickModel_ByID(t *testing.T) {
+	entries := []modelEntry{{ID: "alpha"}, {ID: "beta"}}
+	out := &bytes.Buffer{}
+	got, err := pickModel(strings.NewReader("beta\n"), out, entries)
+	require.NoError(t, err)
+	assert.Equal(t, "beta", got)
+}
+
+func TestPickModel_RetriesOnInvalid(t *testing.T) {
+	entries := []modelEntry{{ID: "x"}}
+	out := &bytes.Buffer{}
+	got, err := pickModel(strings.NewReader("\n9\nnot-a-model\nx\n"), out, entries)
+	require.NoError(t, err)
+	assert.Equal(t, "x", got)
+	rendered := out.String()
+	assert.Contains(t, rendered, "Out of range")
+	assert.Contains(t, rendered, "Not a valid number")
+}
+
+func TestRunAdd_WithExplicitModel_NoNetwork(t *testing.T) {
+	initTest(t)
+
+	out := &bytes.Buffer{}
+	err := runAdd(addOptions{
+		apiBase:   "https://invalid.invalid/v1",
+		apiKey:    "k",
+		modelID:   "explicit-model",
+		alias:     "myalias",
+		modelType: "openai-compatible",
+		stdout:    out,
+	})
+	require.NoError(t, err)
+	assert.Contains(t, out.String(), "Saved model 'myalias' (explicit-model)")
+
+	cfg, err := config.LoadConfig(configPath)
+	require.NoError(t, err)
+	assert.Equal(t, "myalias", cfg.Agents.Defaults.GetModelName())
+	added := findModelByName(cfg, "myalias")
+	require.NotNil(t, added, "expected model 'myalias' in model_list")
+	assert.Equal(t, "explicit-model", added.Model)
+	assert.Equal(t, "https://invalid.invalid/v1", added.APIBase)
+	assert.True(t, added.Enabled)
+	require.Len(t, added.APIKeys, 1)
+	assert.Equal(t, "k", added.APIKeys[0].String())
+}
+
+func findModelByName(cfg *config.Config, name string) *config.ModelConfig {
+	for _, m := range cfg.ModelList {
+		if m != nil && m.ModelName == name {
+			return m
+		}
+	}
+	return nil
+}
+
+func TestRunAdd_FetchAndPick(t *testing.T) {
+	initTest(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, "Bearer my-key", r.Header.Get("Authorization"))
+		_, _ = w.Write([]byte(`{"data":[{"id":"m1"},{"id":"m2"}]}`))
+	}))
+	defer srv.Close()
+
+	out := &bytes.Buffer{}
+	err := runAdd(addOptions{
+		apiBase:   srv.URL,
+		apiKey:    "my-key",
+		alias:     defaultAliasName,
+		modelType: "openai-compatible",
+		stdin:     strings.NewReader("2\n"),
+		stdout:    out,
+	})
+	require.NoError(t, err)
+
+	cfg, err := config.LoadConfig(configPath)
+	require.NoError(t, err)
+	assert.Equal(t, defaultAliasName, cfg.Agents.Defaults.GetModelName())
+	added := findModelByName(cfg, defaultAliasName)
+	require.NotNil(t, added)
+	assert.Equal(t, "m2", added.Model)
+}
+
+func TestRunAdd_UpsertsExistingAlias(t *testing.T) {
+	initTest(t)
+
+	first := &bytes.Buffer{}
+	require.NoError(t, runAdd(addOptions{
+		apiBase: "https://a.example/v1",
+		apiKey:  "k1",
+		modelID: "m1",
+		alias:   "shared",
+		stdout:  first,
+	}))
+
+	second := &bytes.Buffer{}
+	require.NoError(t, runAdd(addOptions{
+		apiBase: "https://b.example/v1",
+		apiKey:  "k2",
+		modelID: "m2",
+		alias:   "shared",
+		stdout:  second,
+	}))
+
+	cfg, err := config.LoadConfig(configPath)
+	require.NoError(t, err)
+	matches := 0
+	for _, m := range cfg.ModelList {
+		if m != nil && m.ModelName == "shared" {
+			matches++
+		}
+	}
+	assert.Equal(t, 1, matches, "alias should be updated, not duplicated")
+
+	updated := findModelByName(cfg, "shared")
+	require.NotNil(t, updated)
+	assert.Equal(t, "m2", updated.Model)
+	assert.Equal(t, "https://b.example/v1", updated.APIBase)
+	assert.Equal(t, "k2", updated.APIKeys[0].String())
+}
+
+func TestRunAdd_RejectsUnsupportedType(t *testing.T) {
+	initTest(t)
+
+	err := runAdd(addOptions{
+		apiBase:   "https://x/v1",
+		apiKey:    "k",
+		modelID:   "m",
+		alias:     "a",
+		modelType: "anthropic",
+		stdout:    &bytes.Buffer{},
+	})
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "unsupported --type")
+}

cmd/picoclaw/internal/model/command.go

@@ -21,11 +21,17 @@ func NewModelCommand() *cobra.Command {
 If no argument is provided, shows the current default model.
 If a model name is provided, sets it as the default model.
 
+To onboard a model from a custom OpenAI-compatible endpoint (fetch the
+available list online and pick one), use the 'add' subcommand:
+
+  picoclaw model add --help
+
 Examples:
   picoclaw model                    # Show current default model
   picoclaw model gpt-5.2           # Set gpt-5.2 as default
   picoclaw model claude-sonnet-4.6 # Set claude-sonnet-4.6 as default
   picoclaw model local-model       # Set local VLLM server as default
+  picoclaw model add -b URL -k KEY # Add a model from a custom endpoint
 
 Note: 'local-model' is a special value for using a local VLLM server
 (running at localhost:8000 by default) which does not require an API key.`,
@@ -51,6 +57,8 @@ Note: 'local-model' is a special value for using a local VLLM server
 		},
 	}
 
+	cmd.AddCommand(newAddCommand())
+
 	return cmd
 }
 
@@ -66,6 +74,9 @@ func showCurrentModel(cfg *config.Config) {
 		fmt.Println("\nAvailable models in your config:")
 		listAvailableModels(cfg)
 	}
+
+	fmt.Println("\nTip: 'picoclaw model add -b URL -k KEY' adds a model from a custom")
+	fmt.Println("     OpenAI-compatible endpoint (see 'picoclaw model add --help').")
 }
 
 func listAvailableModels(cfg *config.Config) {
@@ -81,7 +92,7 @@ func listAvailableModels(cfg *config.Config) {
 		if model.ModelName == defaultModel {
 			marker = "> "
 		}
-		if model.APIKey() == "" {
+		if !model.Enabled {
 			continue
 		}
 		fmt.Printf("%s- %s (%s)\n", marker, model.ModelName, model.Model)
@@ -92,7 +103,7 @@ func setDefaultModel(configPath string, cfg *config.Config, modelName string) er
 	// Validate that the model exists in model_list
 	modelFound := false
 	for _, model := range cfg.ModelList {
-		if model.APIKey() != "" && model.ModelName == modelName {
+		if model.Enabled && model.ModelName == modelName {
 			modelFound = true
 			break
 		}

cmd/picoclaw/internal/model/command_test.go

@@ -65,11 +65,17 @@ func TestShowCurrentModel_WithDefaultModel(t *testing.T) {
 			},
 		},
 		ModelList: []*config.ModelConfig{
-			{ModelName: "gpt-4", Model: "openai/gpt-4", APIKeys: config.SecureStrings{config.NewSecureString("test")}},
+			{
+				ModelName: "gpt-4",
+				Model:     "openai/gpt-4",
+				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
+			},
 			{
 				ModelName: "claude-3",
 				Model:     "anthropic/claude-3",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}
@@ -92,7 +98,12 @@ func TestShowCurrentModel_NoDefaultModel(t *testing.T) {
 			},
 		},
 		ModelList: []*config.ModelConfig{
-			{ModelName: "gpt-4", Model: "openai/gpt-4", APIKeys: config.SecureStrings{config.NewSecureString("test")}},
+			{
+				ModelName: "gpt-4",
+				Model:     "openai/gpt-4",
+				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
+			},
 		},
 	}
 
@@ -124,11 +135,17 @@ func TestListAvailableModels_WithModels(t *testing.T) {
 			},
 		},
 		ModelList: []*config.ModelConfig{
-			{ModelName: "gpt-4", Model: "openai/gpt-4", APIKeys: config.SecureStrings{config.NewSecureString("test")}},
+			{
+				ModelName: "gpt-4",
+				Model:     "openai/gpt-4",
+				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
+			},
 			{
 				ModelName: "claude-3",
 				Model:     "anthropic/claude-3",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 			{ModelName: "no-key-model", Model: "openai/test"},
 		},
@@ -158,11 +175,13 @@ func TestSetDefaultModel_ValidModel(t *testing.T) {
 				ModelName: "new-model",
 				Model:     "openai/new-model",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 			{
 				ModelName: "old-model",
 				Model:     "openai/old-model",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}
@@ -194,6 +213,7 @@ func TestSetDefaultModel_InvalidModel(t *testing.T) {
 				ModelName: "existing-model",
 				Model:     "openai/existing",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}
@@ -215,6 +235,7 @@ func TestSetDefaultModel_ModelWithoutAPIKey(t *testing.T) {
 				ModelName: "existing-model",
 				Model:     "openai/existing",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 			{ModelName: "no-key-model", Model: "openai/nokey"},
 		},
@@ -238,6 +259,7 @@ func TestSetDefaultModel_SaveConfigError(t *testing.T) {
 				ModelName: "new-model",
 				Model:     "openai/new-model",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}
@@ -283,6 +305,7 @@ func TestModelCommandExecution_Show(t *testing.T) {
 				ModelName: "test-model",
 				Model:     "openai/test",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}
@@ -314,11 +337,13 @@ func TestModelCommandExecution_Set(t *testing.T) {
 				ModelName: "old-model",
 				Model:     "openai/old",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 			{
 				ModelName: "new-model",
 				Model:     "openai/new",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}
@@ -356,16 +381,19 @@ func TestListAvailableModels_MarkerLogic(t *testing.T) {
 				ModelName: "first-model",
 				Model:     "openai/first",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 			{
 				ModelName: "middle-model",
 				Model:     "openai/middle",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 			{
 				ModelName: "last-model",
 				Model:     "openai/last",
 				APIKeys:   config.SecureStrings{config.NewSecureString("test")},
+				Enabled:   true,
 			},
 		},
 	}

cmd/picoclaw/internal/model/online.go

@@ -0,0 +1,77 @@
+package model
+
+import (
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+	"time"
+)
+
+type modelEntry struct {
+	ID          string `json:"id"`
+	Name        string `json:"name"`
+	Description string `json:"description"`
+}
+
+type modelsAPIResponse struct {
+	Data []modelEntry `json:"data"`
+}
+
+// fetchOpenAIModels GETs <baseURL>/models with Bearer auth and accepts both the
+// {data:[…]} envelope and a bare array shape used by various OpenAI-compatible servers.
+func fetchOpenAIModels(baseURL, apiKey string) ([]modelEntry, error) {
+	if strings.TrimSpace(baseURL) == "" {
+		return nil, fmt.Errorf("api base is required")
+	}
+	if strings.TrimSpace(apiKey) == "" {
+		return nil, fmt.Errorf("api key is required")
+	}
+
+	url := strings.TrimRight(baseURL, "/") + "/models"
+
+	client := &http.Client{Timeout: 15 * time.Second}
+	req, err := http.NewRequest(http.MethodGet, url, nil)
+	if err != nil {
+		return nil, fmt.Errorf("build request: %w", err)
+	}
+	req.Header.Set("Authorization", "Bearer "+apiKey)
+
+	resp, err := client.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("request failed: %w", err)
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(io.LimitReader(resp.Body, 512))
+		return nil, fmt.Errorf("HTTP %d: %s", resp.StatusCode, strings.TrimSpace(string(body)))
+	}
+
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("read response: %w", err)
+	}
+
+	// {"data": [...]} envelope. Distinguish "envelope shape with empty list"
+	// from "object without a data key" via Data being non-nil after unmarshal:
+	// json.Unmarshal sets Data to []modelEntry{} for `{"data":[]}` but leaves
+	// it as nil when "data" is absent or null.
+	var envelope modelsAPIResponse
+	if err := json.Unmarshal(body, &envelope); err == nil && envelope.Data != nil {
+		return envelope.Data, nil
+	}
+
+	// Bare-array shape, including `[]`.
+	var arr []modelEntry
+	if err := json.Unmarshal(body, &arr); err == nil {
+		return arr, nil
+	}
+
+	preview := body
+	if len(preview) > 256 {
+		preview = preview[:256]
+	}
+	return nil, fmt.Errorf("decode response: unrecognized shape: %s", strings.TrimSpace(string(preview)))
+}

cmd/picoclaw/internal/onboard/command.go

@@ -6,7 +6,7 @@ import (
 	"github.com/spf13/cobra"
 )
 
-//go:generate cp -r ../../../../workspace .
+//go:generate go run ../../../../scripts/copydir.go ../../../../workspace ./workspace
 //go:embed workspace
 var embeddedFiles embed.FS
 

cmd/picoclaw/internal/onboard/helpers.go

@@ -9,6 +9,7 @@ import (
 	"golang.org/x/term"
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cliui"
 	"github.com/sipeed/picoclaw/pkg/config"
 	"github.com/sipeed/picoclaw/pkg/credential"
 )
@@ -79,25 +80,7 @@ func onboard(encrypt bool) {
 	workspace := cfg.WorkspacePath()
 	createWorkspaceTemplates(workspace)
 
-	fmt.Printf("\n%s picoclaw is ready!\n", internal.Logo)
-	fmt.Println("\nNext steps:")
-	if encrypt {
-		fmt.Println("  1. Set your encryption passphrase before starting picoclaw:")
-		fmt.Println("       export PICOCLAW_KEY_PASSPHRASE=<your-passphrase>   # Linux/macOS")
-		fmt.Println("       set PICOCLAW_KEY_PASSPHRASE=<your-passphrase>      # Windows cmd")
-		fmt.Println("")
-		fmt.Println("  2. Add your API key to", configPath)
-	} else {
-		fmt.Println("  1. Add your API key to", configPath)
-	}
-	fmt.Println("")
-	fmt.Println("     Recommended:")
-	fmt.Println("     - OpenRouter: https://openrouter.ai/keys (access 100+ models)")
-	fmt.Println("     - Ollama:     https://ollama.com (local, free)")
-	fmt.Println("")
-	fmt.Println("     See README.md for 17+ supported providers.")
-	fmt.Println("")
-	fmt.Println("  3. Chat: picoclaw agent -m \"Hello!\"")
+	cliui.PrintOnboardComplete(internal.Logo, encrypt, configPath)
 }
 
 // promptPassphrase reads the encryption passphrase twice from the terminal
@@ -189,6 +172,9 @@ func copyEmbeddedToTarget(targetDir string) error {
 		if err != nil {
 			return fmt.Errorf("Failed to get relative path for %s: %v\n", path, err)
 		}
+		if new_path == "AGENTS.md" || new_path == "IDENTITY.md" {
+			return nil
+		}
 
 		// Build target file path
 		targetPath := filepath.Join(targetDir, new_path)

cmd/picoclaw/internal/skills/command.go

@@ -12,7 +12,6 @@ import (
 
 type deps struct {
 	workspace    string
-	installer    *skills.SkillInstaller
 	skillsLoader *skills.SkillsLoader
 }
 
@@ -29,15 +28,6 @@ func NewSkillsCommand() *cobra.Command {
 			}
 
 			d.workspace = cfg.WorkspacePath()
-			installer, err := skills.NewSkillInstaller(
-				d.workspace,
-				cfg.Tools.Skills.Github.Token.String(),
-				cfg.Tools.Skills.Github.Proxy,
-			)
-			if err != nil {
-				return fmt.Errorf("error creating skills installer: %w", err)
-			}
-			d.installer = installer
 
 			// get global config directory and builtin skills directory
 			globalDir := filepath.Dir(internal.GetConfigPath())
@@ -52,13 +42,6 @@ func NewSkillsCommand() *cobra.Command {
 		},
 	}
 
-	installerFn := func() (*skills.SkillInstaller, error) {
-		if d.installer == nil {
-			return nil, fmt.Errorf("skills installer is not initialized")
-		}
-		return d.installer, nil
-	}
-
 	loaderFn := func() (*skills.SkillsLoader, error) {
 		if d.skillsLoader == nil {
 			return nil, fmt.Errorf("skills loader is not initialized")
@@ -75,10 +58,10 @@ func NewSkillsCommand() *cobra.Command {
 
 	cmd.AddCommand(
 		newListCommand(loaderFn),
-		newInstallCommand(installerFn),
+		newInstallCommand(),
 		newInstallBuiltinCommand(workspaceFn),
 		newListBuiltinCommand(),
-		newRemoveCommand(installerFn),
+		newRemoveCommand(),
 		newSearchCommand(),
 		newShowCommand(loaderFn),
 	)

cmd/picoclaw/internal/skills/helpers.go

@@ -2,6 +2,7 @@ package skills
 
 import (
 	"context"
+	"encoding/json"
 	"fmt"
 	"io"
 	"os"
@@ -11,12 +12,23 @@ import (
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
 	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/fileutil"
 	"github.com/sipeed/picoclaw/pkg/skills"
 	"github.com/sipeed/picoclaw/pkg/utils"
 )
 
 const skillsSearchMaxResults = 20
 
+type installedSkillOriginMeta struct {
+	Version          int    `json:"version"`
+	OriginKind       string `json:"origin_kind,omitempty"`
+	Registry         string `json:"registry,omitempty"`
+	Slug             string `json:"slug,omitempty"`
+	RegistryURL      string `json:"registry_url,omitempty"`
+	InstalledVersion string `json:"installed_version,omitempty"`
+	InstalledAt      int64  `json:"installed_at"`
+}
+
 func skillsListCmd(loader *skills.SkillsLoader) {
 	allSkills := loader.ListSkills()
 
@@ -35,61 +47,32 @@ func skillsListCmd(loader *skills.SkillsLoader) {
 	}
 }
 
-func skillsInstallCmd(installer *skills.SkillInstaller, repo string) error {
-	fmt.Printf("Installing skill from %s...\n", repo)
-
-	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
-	defer cancel()
-
-	if err := installer.InstallFromGitHub(ctx, repo); err != nil {
-		return fmt.Errorf("failed to install skill: %w", err)
-	}
-
-	fmt.Printf("\u2713 Skill '%s' installed successfully!\n", filepath.Base(repo))
-
-	return nil
-}
-
 // skillsInstallFromRegistry installs a skill from a named registry (e.g. clawhub).
-func skillsInstallFromRegistry(cfg *config.Config, registryName, slug string) error {
+func skillsInstallFromRegistry(cfg *config.Config, registryName, target string) error {
 	err := utils.ValidateSkillIdentifier(registryName)
 	if err != nil {
 		return fmt.Errorf("✗  invalid registry name: %w", err)
 	}
 
-	err = utils.ValidateSkillIdentifier(slug)
-	if err != nil {
-		return fmt.Errorf("✗  invalid slug: %w", err)
-	}
-
-	fmt.Printf("Installing skill '%s' from %s registry...\n", slug, registryName)
-
-	clawHubConfig := cfg.Tools.Skills.Registries.ClawHub
-	registryMgr := skills.NewRegistryManagerFromConfig(skills.RegistryConfig{
-		MaxConcurrentSearches: cfg.Tools.Skills.MaxConcurrentSearches,
-		ClawHub: skills.ClawHubConfig{
-			Enabled:         clawHubConfig.Enabled,
-			BaseURL:         clawHubConfig.BaseURL,
-			AuthToken:       clawHubConfig.AuthToken.String(),
-			SearchPath:      clawHubConfig.SearchPath,
-			SkillsPath:      clawHubConfig.SkillsPath,
-			DownloadPath:    clawHubConfig.DownloadPath,
-			Timeout:         clawHubConfig.Timeout,
-			MaxZipSize:      clawHubConfig.MaxZipSize,
-			MaxResponseSize: clawHubConfig.MaxResponseSize,
-		},
-	})
+	registryMgr := skills.NewRegistryManagerFromToolsConfig(cfg.Tools.Skills)
 
 	registry := registryMgr.GetRegistry(registryName)
 	if registry == nil {
 		return fmt.Errorf("✗  registry '%s' not found or not enabled. check your config.json.", registryName)
 	}
 
+	dirName, err := registry.ResolveInstallDirName(target)
+	if err != nil {
+		return fmt.Errorf("✗  invalid install target %q: %w", target, err)
+	}
+
+	fmt.Printf("Installing skill '%s' from %s registry...\n", target, registryName)
+
 	workspace := cfg.WorkspacePath()
-	targetDir := filepath.Join(workspace, "skills", slug)
+	targetDir := filepath.Join(workspace, "skills", dirName)
 
 	if _, err = os.Stat(targetDir); err == nil {
-		return fmt.Errorf("\u2717 skill '%s' already installed at %s", slug, targetDir)
+		return fmt.Errorf("\u2717 skill '%s' already installed at %s", dirName, targetDir)
 	}
 
 	ctx, cancel := context.WithTimeout(context.Background(), 60*time.Second)
@@ -99,7 +82,7 @@ func skillsInstallFromRegistry(cfg *config.Config, registryName, slug string) er
 		return fmt.Errorf("\u2717 failed to create skills directory: %v", err)
 	}
 
-	result, err := registry.DownloadAndInstall(ctx, slug, "", targetDir)
+	result, err := registry.DownloadAndInstall(ctx, target, "", targetDir)
 	if err != nil {
 		rmErr := os.RemoveAll(targetDir)
 		if rmErr != nil {
@@ -114,14 +97,34 @@ func skillsInstallFromRegistry(cfg *config.Config, registryName, slug string) er
 			fmt.Printf("\u2717 Failed to remove partial install: %v\n", rmErr)
 		}
 
-		return fmt.Errorf("\u2717 Skill '%s' is flagged as malicious and cannot be installed.\n", slug)
+		return fmt.Errorf("\u2717 Skill '%s' is flagged as malicious and cannot be installed.\n", target)
 	}
 
 	if result.IsSuspicious {
-		fmt.Printf("\u26a0\ufe0f  Warning: skill '%s' is flagged as suspicious.\n", slug)
+		fmt.Printf("\u26a0\ufe0f  Warning: skill '%s' is flagged as suspicious.\n", target)
 	}
 
-	fmt.Printf("\u2713 Skill '%s' v%s installed successfully!\n", slug, result.Version)
+	if !workspaceHasValidSkillDirectory(workspace, dirName) {
+		_ = os.RemoveAll(targetDir)
+		return fmt.Errorf("✗ failed to install skill: registry archive for %q is not a valid skill", target)
+	}
+
+	normalizedSlug, registryURL := skills.BuildInstallMetadataForRegistryInstance(registry, target, result.Version)
+	installedAt := time.Now().UnixMilli()
+	if err := writeInstalledSkillOriginMeta(targetDir, installedSkillOriginMeta{
+		Version:          1,
+		OriginKind:       "third_party",
+		Registry:         registry.Name(),
+		Slug:             normalizedSlug,
+		RegistryURL:      registryURL,
+		InstalledVersion: result.Version,
+		InstalledAt:      installedAt,
+	}); err != nil {
+		_ = os.RemoveAll(targetDir)
+		return fmt.Errorf("✗ failed to persist skill metadata: %w", err)
+	}
+
+	fmt.Printf("\u2713 Skill '%s' v%s installed successfully!\n", dirName, result.Version)
 	if result.Summary != "" {
 		fmt.Printf("  %s\n", result.Summary)
 	}
@@ -129,15 +132,51 @@ func skillsInstallFromRegistry(cfg *config.Config, registryName, slug string) er
 	return nil
 }
 
-func skillsRemoveCmd(installer *skills.SkillInstaller, skillName string) {
-	fmt.Printf("Removing skill '%s'...\n", skillName)
-
-	if err := installer.Uninstall(skillName); err != nil {
-		fmt.Printf("✗ Failed to remove skill: %v\n", err)
-		os.Exit(1)
+func writeInstalledSkillOriginMeta(targetDir string, meta installedSkillOriginMeta) error {
+	data, err := json.MarshalIndent(meta, "", "  ")
+	if err != nil {
+		return err
 	}
+	return fileutil.WriteFileAtomic(filepath.Join(targetDir, ".skill-origin.json"), data, 0o600)
+}
 
-	fmt.Printf("✓ Skill '%s' removed successfully!\n", skillName)
+func workspaceHasValidSkillDirectory(workspace, directory string) bool {
+	loader := skills.NewSkillsLoader(workspace, "", "")
+	for _, skill := range loader.ListSkills() {
+		if skill.Source != "workspace" {
+			continue
+		}
+		if filepath.Base(filepath.Dir(skill.Path)) == directory {
+			return true
+		}
+	}
+	return false
+}
+
+func skillsRemoveFromWorkspace(workspace string, toolsConfig config.SkillsToolsConfig, skillName string) error {
+	name := strings.TrimSpace(skillName)
+	name = strings.Trim(name, "/")
+	if name == "" {
+		return fmt.Errorf("skill name is required")
+	}
+	if strings.Contains(name, "/") {
+		dirName, err := skills.GitHubInstallDirNameFromToolsConfig(toolsConfig, name)
+		if err != nil || dirName == "" {
+			return fmt.Errorf("invalid skill name %q", skillName)
+		}
+		name = dirName
+	}
+	if name == "." || name == ".." {
+		return fmt.Errorf("invalid skill name %q", skillName)
+	}
+	skillDir := filepath.Join(workspace, "skills", name)
+	if _, err := os.Stat(skillDir); os.IsNotExist(err) {
+		return fmt.Errorf("skill '%s' not found", name)
+	}
+	if err := os.RemoveAll(skillDir); err != nil {
+		return fmt.Errorf("failed to remove skill '%s': %w", name, err)
+	}
+	return nil
 }
 
 func skillsInstallBuiltinCmd(workspace string) {
@@ -237,21 +276,7 @@ func skillsSearchCmd(query string) {
 		return
 	}
 
-	clawHubConfig := cfg.Tools.Skills.Registries.ClawHub
-	registryMgr := skills.NewRegistryManagerFromConfig(skills.RegistryConfig{
-		MaxConcurrentSearches: cfg.Tools.Skills.MaxConcurrentSearches,
-		ClawHub: skills.ClawHubConfig{
-			Enabled:         clawHubConfig.Enabled,
-			BaseURL:         clawHubConfig.BaseURL,
-			AuthToken:       clawHubConfig.AuthToken.String(),
-			SearchPath:      clawHubConfig.SearchPath,
-			SkillsPath:      clawHubConfig.SkillsPath,
-			DownloadPath:    clawHubConfig.DownloadPath,
-			Timeout:         clawHubConfig.Timeout,
-			MaxZipSize:      clawHubConfig.MaxZipSize,
-			MaxResponseSize: clawHubConfig.MaxResponseSize,
-		},
-	})
+	registryMgr := skills.NewRegistryManagerFromToolsConfig(cfg.Tools.Skills)
 
 	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
 	defer cancel()

cmd/picoclaw/internal/skills/helpers_test.go

@@ -0,0 +1,191 @@
+package skills
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+func TestSkillsInstallFromRegistryWritesOriginMetadata(t *testing.T) {
+	workspace := t.TempDir()
+	cfg := config.DefaultConfig()
+	cfg.Agents.Defaults.Workspace = workspace
+
+	var server *httptest.Server
+	server = httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/v3/repos/foo/bar":
+			require.NoError(t, json.NewEncoder(w).Encode(map[string]any{"default_branch": "master"}))
+		case "/api/v3/repos/foo/bar/contents/.agents/skills/pr-review":
+			assert.Equal(t, "ref=master", r.URL.RawQuery)
+			require.NoError(t, json.NewEncoder(w).Encode([]map[string]any{{
+				"type":         "file",
+				"name":         "SKILL.md",
+				"download_url": server.URL + "/raw/foo/bar/master/.agents/skills/pr-review/SKILL.md",
+			}}))
+		case "/raw/foo/bar/master/.agents/skills/pr-review/SKILL.md":
+			_, _ = w.Write([]byte("---\nname: pr-review\ndescription: PR review skill\n---\n# PR Review\n"))
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer server.Close()
+
+	githubRegistry, ok := cfg.Tools.Skills.Registries.Get("github")
+	require.True(t, ok)
+	githubRegistry.BaseURL = server.URL
+	cfg.Tools.Skills.Registries.Set("github", githubRegistry)
+
+	target := server.URL + "/foo/bar/tree/master/.agents/skills/pr-review"
+	require.NoError(t, skillsInstallFromRegistry(cfg, "github", target))
+
+	metaPath := filepath.Join(workspace, "skills", "pr-review", ".skill-origin.json")
+	data, err := os.ReadFile(metaPath)
+	require.NoError(t, err)
+
+	var meta installedSkillOriginMeta
+	require.NoError(t, json.Unmarshal(data, &meta))
+	assert.Equal(t, "third_party", meta.OriginKind)
+	assert.Equal(t, "github", meta.Registry)
+	assert.Equal(t, "foo/bar/.agents/skills/pr-review", meta.Slug)
+	assert.Equal(t, server.URL+"/foo/bar/tree/master/.agents/skills/pr-review", meta.RegistryURL)
+	assert.Equal(t, "master", meta.InstalledVersion)
+	assert.NotZero(t, meta.InstalledAt)
+}
+
+func TestSkillsInstallFromRegistryRejectsInvalidSkillArchive(t *testing.T) {
+	workspace := t.TempDir()
+	cfg := config.DefaultConfig()
+	cfg.Agents.Defaults.Workspace = workspace
+
+	var server *httptest.Server
+	server = httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/v3/repos/foo/bar":
+			require.NoError(t, json.NewEncoder(w).Encode(map[string]any{"default_branch": "master"}))
+		case "/api/v3/repos/foo/bar/contents/.agents/skills/pr-review":
+			require.NoError(t, json.NewEncoder(w).Encode([]map[string]any{{
+				"type":         "file",
+				"name":         "SKILL.md",
+				"download_url": server.URL + "/raw/foo/bar/master/.agents/skills/pr-review/SKILL.md",
+			}}))
+		case "/raw/foo/bar/master/.agents/skills/pr-review/SKILL.md":
+			_, _ = w.Write([]byte("---\nname: bad_skill\ndescription: Invalid skill name\n---\n# Invalid\n"))
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer server.Close()
+
+	githubRegistry, ok := cfg.Tools.Skills.Registries.Get("github")
+	require.True(t, ok)
+	githubRegistry.BaseURL = server.URL
+	cfg.Tools.Skills.Registries.Set("github", githubRegistry)
+
+	target := server.URL + "/foo/bar/tree/master/.agents/skills/pr-review"
+	err := skillsInstallFromRegistry(cfg, "github", target)
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "is not a valid skill")
+	_, statErr := os.Stat(filepath.Join(workspace, "skills", "pr-review"))
+	assert.True(t, os.IsNotExist(statErr))
+}
+
+func TestSkillsRemoveFromWorkspaceRejectsDotTarget(t *testing.T) {
+	workspace := t.TempDir()
+	skillsDir := filepath.Join(workspace, "skills")
+	require.NoError(t, os.MkdirAll(skillsDir, 0o755))
+	require.NoError(t, os.WriteFile(filepath.Join(skillsDir, "keep.txt"), []byte("keep"), 0o644))
+
+	err := skillsRemoveFromWorkspace(workspace, config.DefaultConfig().Tools.Skills, ".")
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "invalid skill name")
+
+	_, statErr := os.Stat(skillsDir)
+	assert.NoError(t, statErr)
+	_, fileErr := os.Stat(filepath.Join(skillsDir, "keep.txt"))
+	assert.NoError(t, fileErr)
+}
+
+func TestSkillsRemoveFromWorkspaceUsesLastPathSegment(t *testing.T) {
+	workspace := t.TempDir()
+	targetDir := filepath.Join(workspace, "skills", "pr-review")
+	require.NoError(t, os.MkdirAll(targetDir, 0o755))
+
+	err := skillsRemoveFromWorkspace(
+		workspace,
+		config.DefaultConfig().Tools.Skills,
+		"https://github.com/foo/bar/tree/main/.agents/skills/pr-review",
+	)
+	require.NoError(t, err)
+
+	_, statErr := os.Stat(targetDir)
+	assert.True(t, os.IsNotExist(statErr))
+}
+
+func TestSkillsRemoveFromWorkspaceSupportsRepoRootGitHubBlobURL(t *testing.T) {
+	workspace := t.TempDir()
+	targetDir := filepath.Join(workspace, "skills", "bar")
+	require.NoError(t, os.MkdirAll(targetDir, 0o755))
+
+	err := skillsRemoveFromWorkspace(
+		workspace,
+		config.DefaultConfig().Tools.Skills,
+		"https://github.com/foo/bar/blob/feature/skills-registry/SKILL.md",
+	)
+	require.NoError(t, err)
+
+	_, statErr := os.Stat(targetDir)
+	assert.True(t, os.IsNotExist(statErr))
+}
+
+func TestSkillsRemoveFromWorkspaceSupportsGitHubEnterpriseURL(t *testing.T) {
+	workspace := t.TempDir()
+	targetDir := filepath.Join(workspace, "skills", "pr-review")
+	require.NoError(t, os.MkdirAll(targetDir, 0o755))
+
+	cfg := config.DefaultConfig()
+	githubRegistry, ok := cfg.Tools.Skills.Registries.Get("github")
+	require.True(t, ok)
+	githubRegistry.BaseURL = "https://ghe.example.com/git"
+	cfg.Tools.Skills.Registries.Set("github", githubRegistry)
+
+	err := skillsRemoveFromWorkspace(
+		workspace,
+		cfg.Tools.Skills,
+		"https://ghe.example.com/git/foo/bar/tree/main/.agents/skills/pr-review",
+	)
+	require.NoError(t, err)
+
+	_, statErr := os.Stat(targetDir)
+	assert.True(t, os.IsNotExist(statErr))
+}
+
+func TestSkillsRemoveFromWorkspaceDoesNotRequireEnabledGitHubRegistry(t *testing.T) {
+	workspace := t.TempDir()
+	targetDir := filepath.Join(workspace, "skills", "pr-review")
+	require.NoError(t, os.MkdirAll(targetDir, 0o755))
+
+	cfg := config.DefaultConfig()
+	githubRegistry, ok := cfg.Tools.Skills.Registries.Get("github")
+	require.True(t, ok)
+	githubRegistry.Enabled = false
+	cfg.Tools.Skills.Registries.Set("github", githubRegistry)
+
+	err := skillsRemoveFromWorkspace(
+		workspace,
+		cfg.Tools.Skills,
+		"https://github.com/foo/bar/tree/main/.agents/skills/pr-review",
+	)
+	require.NoError(t, err)
+
+	_, statErr := os.Stat(targetDir)
+	assert.True(t, os.IsNotExist(statErr))
+}

cmd/picoclaw/internal/skills/install.go

@@ -6,15 +6,14 @@ import (
 	"github.com/spf13/cobra"
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
-	"github.com/sipeed/picoclaw/pkg/skills"
 )
 
-func newInstallCommand(installerFn func() (*skills.SkillInstaller, error)) *cobra.Command {
+func newInstallCommand() *cobra.Command {
 	var registry string
 
 	cmd := &cobra.Command{
 		Use:   "install",
-		Short: "Install skill from GitHub",
+		Short: "Install skill from GitHub or a registry",
 		Example: `
 picoclaw skills install sipeed/picoclaw-skills/weather
 picoclaw skills install --registry clawhub github
@@ -34,21 +33,15 @@ picoclaw skills install --registry clawhub github
 			return nil
 		},
 		RunE: func(_ *cobra.Command, args []string) error {
-			installer, err := installerFn()
+			cfg, err := internal.LoadConfig()
 			if err != nil {
 				return err
 			}
-
 			if registry != "" {
-				cfg, err := internal.LoadConfig()
-				if err != nil {
-					return err
-				}
-
 				return skillsInstallFromRegistry(cfg, registry, args[0])
 			}
 
-			return skillsInstallCmd(installer, args[0])
+			return skillsInstallFromRegistry(cfg, "github", args[0])
 		},
 	}
 

cmd/picoclaw/internal/skills/install_test.go

@@ -8,12 +8,12 @@ import (
 )
 
 func TestNewInstallSubcommand(t *testing.T) {
-	cmd := newInstallCommand(nil)
+	cmd := newInstallCommand()
 
 	require.NotNil(t, cmd)
 
 	assert.Equal(t, "install", cmd.Use)
-	assert.Equal(t, "Install skill from GitHub", cmd.Short)
+	assert.Equal(t, "Install skill from GitHub or a registry", cmd.Short)
 
 	assert.Nil(t, cmd.Run)
 	assert.NotNil(t, cmd.RunE)
@@ -79,7 +79,7 @@ func TestInstallCommandArgs(t *testing.T) {
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			cmd := newInstallCommand(nil)
+			cmd := newInstallCommand()
 
 			if tt.registry != "" {
 				require.NoError(t, cmd.Flags().Set("registry", tt.registry))

cmd/picoclaw/internal/skills/remove.go

@@ -3,10 +3,10 @@ package skills
 import (
 	"github.com/spf13/cobra"
 
-	"github.com/sipeed/picoclaw/pkg/skills"
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
 )
 
-func newRemoveCommand(installerFn func() (*skills.SkillInstaller, error)) *cobra.Command {
+func newRemoveCommand() *cobra.Command {
 	cmd := &cobra.Command{
 		Use:     "remove",
 		Aliases: []string{"rm", "uninstall"},
@@ -14,12 +14,11 @@ func newRemoveCommand(installerFn func() (*skills.SkillInstaller, error)) *cobra
 		Args:    cobra.ExactArgs(1),
 		Example: `picoclaw skills remove weather`,
 		RunE: func(_ *cobra.Command, args []string) error {
-			installer, err := installerFn()
+			cfg, err := internal.LoadConfig()
 			if err != nil {
 				return err
 			}
-			skillsRemoveCmd(installer, args[0])
-			return nil
+			return skillsRemoveFromWorkspace(cfg.WorkspacePath(), cfg.Tools.Skills, args[0])
 		},
 	}
 

cmd/picoclaw/internal/skills/remove_test.go

@@ -8,7 +8,7 @@ import (
 )
 
 func TestNewRemoveSubcommand(t *testing.T) {
-	cmd := newRemoveCommand(nil)
+	cmd := newRemoveCommand()
 
 	require.NotNil(t, cmd)
 

cmd/picoclaw/internal/status/helpers.go

@@ -5,8 +5,10 @@ import (
 	"os"
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cliui"
 	"github.com/sipeed/picoclaw/pkg/auth"
 	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/providers"
 )
 
 func statusCmd() {
@@ -17,43 +19,127 @@ func statusCmd() {
 	}
 
 	configPath := internal.GetConfigPath()
-
-	fmt.Printf("%s picoclaw Status\n", internal.Logo)
-	fmt.Printf("Version: %s\n", config.FormatVersion())
 	build, _ := config.FormatBuildInfo()
-	if build != "" {
-		fmt.Printf("Build: %s\n", build)
-	}
-	fmt.Println()
 
-	if _, err := os.Stat(configPath); err == nil {
-		fmt.Println("Config:", configPath, "✓")
-	} else {
-		fmt.Println("Config:", configPath, "✗")
-	}
+	_, configStatErr := os.Stat(configPath)
+	configOK := configStatErr == nil
 
 	workspace := cfg.WorkspacePath()
-	if _, err := os.Stat(workspace); err == nil {
-		fmt.Println("Workspace:", workspace, "✓")
-	} else {
-		fmt.Println("Workspace:", workspace, "✗")
+	_, wsErr := os.Stat(workspace)
+	wsOK := wsErr == nil
+
+	report := cliui.StatusReport{
+		Logo:          internal.Logo,
+		Version:       config.FormatVersion(),
+		Build:         build,
+		ConfigPath:    configPath,
+		ConfigOK:      configOK,
+		WorkspacePath: workspace,
+		WorkspaceOK:   wsOK,
+		Model:         cfg.Agents.Defaults.GetModelName(),
 	}
 
-	if _, err := os.Stat(configPath); err == nil {
-		fmt.Printf("Model: %s\n", cfg.Agents.Defaults.GetModelName())
+	if configOK {
+		// PicoClaw moved to a model-centric configuration (model_list). Status should
+		// not depend on a legacy cfg.Providers field (which may not exist under some
+		// build tags). We infer provider availability from model_list entries.
+		hasProtocolKey := func(protocol string) bool {
+			want := providers.NormalizeProvider(protocol)
+			for _, m := range cfg.ModelList {
+				if m == nil {
+					continue
+				}
+				got, _ := providers.ExtractProtocol(m)
+				if got == want && m.APIKey() != "" {
+					return true
+				}
+			}
+			return false
+		}
+		findLocalModelBase := func(modelName string) (string, bool) {
+			for _, m := range cfg.ModelList {
+				if m == nil {
+					continue
+				}
+				if m.ModelName == modelName && m.APIBase != "" {
+					return m.APIBase, true
+				}
+			}
+			return "", false
+		}
+		findProtocolBase := func(protocol string) (string, bool) {
+			want := providers.NormalizeProvider(protocol)
+			for _, m := range cfg.ModelList {
+				if m == nil {
+					continue
+				}
+				got, _ := providers.ExtractProtocol(m)
+				if got == want && m.APIBase != "" {
+					return m.APIBase, true
+				}
+			}
+			return "", false
+		}
+
+		hasOpenRouter := hasProtocolKey("openrouter")
+		hasAnthropic := hasProtocolKey("anthropic")
+		hasOpenAI := hasProtocolKey("openai")
+		hasGemini := hasProtocolKey("gemini")
+		hasZhipu := hasProtocolKey("zhipu")
+		hasQwen := hasProtocolKey("qwen")
+		hasGroq := hasProtocolKey("groq")
+		hasMoonshot := hasProtocolKey("moonshot")
+		hasDeepSeek := hasProtocolKey("deepseek")
+		hasVolcEngine := hasProtocolKey("volcengine")
+		hasNvidia := hasProtocolKey("nvidia")
+
+		// Local endpoints: allow both the special reserved name and protocol-based entries.
+		vllmBase, hasVLLM := findLocalModelBase("local-model")
+		if !hasVLLM {
+			vllmBase, hasVLLM = findProtocolBase("vllm")
+		}
+		ollamaBase, hasOllama := findProtocolBase("ollama")
+
+		val := func(enabled bool, extra ...string) string {
+			if enabled {
+				if len(extra) > 0 && extra[0] != "" {
+					return "✓ " + extra[0]
+				}
+				return "✓"
+			}
+			return "not set"
+		}
+
+		report.Providers = []cliui.ProviderRow{
+			{Name: "OpenRouter API", Val: val(hasOpenRouter)},
+			{Name: "Anthropic API", Val: val(hasAnthropic)},
+			{Name: "OpenAI API", Val: val(hasOpenAI)},
+			{Name: "Gemini API", Val: val(hasGemini)},
+			{Name: "Zhipu API", Val: val(hasZhipu)},
+			{Name: "Qwen API", Val: val(hasQwen)},
+			{Name: "Groq API", Val: val(hasGroq)},
+			{Name: "Moonshot API", Val: val(hasMoonshot)},
+			{Name: "DeepSeek API", Val: val(hasDeepSeek)},
+			{Name: "VolcEngine API", Val: val(hasVolcEngine)},
+			{Name: "Nvidia API", Val: val(hasNvidia)},
+			{Name: "vLLM / local", Val: val(hasVLLM, vllmBase)},
+			{Name: "Ollama", Val: val(hasOllama, ollamaBase)},
+		}
 
 		store, _ := auth.LoadStore()
 		if store != nil && len(store.Credentials) > 0 {
-			fmt.Println("\nOAuth/Token Auth:")
 			for provider, cred := range store.Credentials {
-				status := "authenticated"
+				st := "authenticated"
 				if cred.IsExpired() {
-					status = "expired"
+					st = "expired"
 				} else if cred.NeedsRefresh() {
-					status = "needs refresh"
+					st = "needs refresh"
 				}
-				fmt.Printf("  %s (%s): %s\n", provider, cred.AuthMethod, status)
+				report.OAuthLines = append(report.OAuthLines,
+					fmt.Sprintf("%s (%s): %s", provider, cred.AuthMethod, st))
 			}
 		}
 	}
+
+	cliui.PrintStatus(report)
 }

cmd/picoclaw/internal/status/helpers_test.go

@@ -0,0 +1,89 @@
+package status
+
+import (
+	"bytes"
+	"io"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+func captureStdout(t *testing.T, fn func()) string {
+	t.Helper()
+
+	oldStdout := os.Stdout
+	r, w, err := os.Pipe()
+	if err != nil {
+		t.Fatalf("os.Pipe() error = %v", err)
+	}
+	os.Stdout = w
+
+	fn()
+
+	_ = w.Close()
+	os.Stdout = oldStdout
+	defer r.Close()
+
+	var buf bytes.Buffer
+	if _, err := io.Copy(&buf, r); err != nil {
+		t.Fatalf("io.Copy() error = %v", err)
+	}
+	return buf.String()
+}
+
+func TestStatusCmd_RecognizesProviderFieldWithoutModelPrefix(t *testing.T) {
+	tmpDir := t.TempDir()
+	configPath := filepath.Join(tmpDir, "config.json")
+	workspace := filepath.Join(tmpDir, "workspace")
+	if err := os.MkdirAll(workspace, 0o755); err != nil {
+		t.Fatalf("os.MkdirAll() error = %v", err)
+	}
+
+	t.Setenv(config.EnvConfig, configPath)
+	t.Setenv(config.EnvHome, tmpDir)
+
+	cfg := &config.Config{
+		Agents: config.AgentsConfig{
+			Defaults: config.AgentDefaults{
+				ModelName:   "gpt-5.4",
+				Workspace:   workspace,
+				Provider:    "openai",
+				MaxTokens:   65536,
+				Temperature: nil,
+			},
+		},
+		ModelList: []*config.ModelConfig{
+			{
+				ModelName: "gpt-5.4",
+				Provider:  "openai",
+				Model:     "gpt-5.4",
+				APIBase:   "https://api.openai.com/v1",
+				APIKeys:   config.SimpleSecureStrings("test-key"),
+				Enabled:   true,
+			},
+			{
+				ModelName: "qwen-plus",
+				Provider:  "qwen",
+				Model:     "qwen-plus",
+				APIBase:   "https://dashscope.aliyuncs.com/compatible-mode/v1",
+				APIKeys:   config.SimpleSecureStrings("test-key"),
+				Enabled:   true,
+			},
+		},
+	}
+	if err := config.SaveConfig(configPath, cfg); err != nil {
+		t.Fatalf("config.SaveConfig() error = %v", err)
+	}
+
+	output := captureStdout(t, statusCmd)
+
+	if !strings.Contains(output, "OpenAI API: \u2713") {
+		t.Fatalf("status output missing OpenAI provider: %s", output)
+	}
+	if !strings.Contains(output, "Qwen API: \u2713") {
+		t.Fatalf("status output missing Qwen provider: %s", output)
+	}
+}

cmd/picoclaw/internal/version/command.go

@@ -1,11 +1,10 @@
 package version
 
 import (
-	"fmt"
-
 	"github.com/spf13/cobra"
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cliui"
 	"github.com/sipeed/picoclaw/pkg/config"
 )
 
@@ -23,12 +22,6 @@ func NewVersionCommand() *cobra.Command {
 }
 
 func printVersion() {
-	fmt.Printf("%s picoclaw %s\n", internal.Logo, config.FormatVersion())
 	build, goVer := config.FormatBuildInfo()
-	if build != "" {
-		fmt.Printf("  Build: %s\n", build)
-	}
-	if goVer != "" {
-		fmt.Printf("  Go: %s\n", goVer)
-	}
+	cliui.PrintVersion(internal.Logo, "picoclaw "+config.FormatVersion(), build, goVer)
 }

cmd/picoclaw/main.go

@@ -9,14 +9,17 @@ package main
 import (
 	"fmt"
 	"os"
+	"time"
 
 	"github.com/spf13/cobra"
 
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/agent"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/auth"
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cliui"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/cron"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/gateway"
+	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/mcp"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/migrate"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/model"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/onboard"
@@ -24,17 +27,60 @@ import (
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/status"
 	"github.com/sipeed/picoclaw/cmd/picoclaw/internal/version"
 	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/updater"
 )
 
+var rootNoColor bool
+
+func syncCliUIColor(root *cobra.Command) {
+	no, _ := root.PersistentFlags().GetBool("no-color")
+	cliui.Init(no || os.Getenv("NO_COLOR") != "" || os.Getenv("TERM") == "dumb")
+}
+
+// earlyColorDisabled matches lipgloss/banner behavior from env and argv before Cobra parses flags.
+func earlyColorDisabled() bool {
+	if os.Getenv("NO_COLOR") != "" || os.Getenv("TERM") == "dumb" {
+		return true
+	}
+	for i := 1; i < len(os.Args); i++ {
+		arg := os.Args[i]
+		if arg == "--no-color" || arg == "--no-color=true" || arg == "--no-color=1" {
+			return true
+		}
+	}
+	return false
+}
+
 func NewPicoclawCommand() *cobra.Command {
-	short := fmt.Sprintf("%s picoclaw - Personal AI Assistant v%s\n\n", internal.Logo, config.GetVersion())
+	short := fmt.Sprintf("%s PicoClaw — personal AI assistant", internal.Logo)
+	long := fmt.Sprintf(`%s PicoClaw is a lightweight personal AI assistant.
+
+Version: %s`, internal.Logo, config.FormatVersion())
 
 	cmd := &cobra.Command{
-		Use:     "picoclaw",
-		Short:   short,
-		Example: "picoclaw version",
+		Use:   "picoclaw",
+		Short: short,
+		Long:  long,
+		Example: `picoclaw version
+picoclaw onboard
+picoclaw --no-color status`,
+		SilenceErrors: true,
+		// Avoid plain UsageString() on stderr/stdout when a command fails; cliui
+		// renders matching panels on stderr instead.
+		SilenceUsage: true,
+		PersistentPreRun: func(c *cobra.Command, _ []string) {
+			syncCliUIColor(c.Root())
+		},
 	}
 
+	cmd.PersistentFlags().BoolVar(&rootNoColor, "no-color", false,
+		"Disable colors (boxed layout unchanged)")
+
+	cmd.SetHelpFunc(func(c *cobra.Command, _ []string) {
+		syncCliUIColor(c.Root())
+		fmt.Fprint(c.OutOrStdout(), cliui.RenderCommandHelp(c))
+	})
+
 	cmd.AddCommand(
 		onboard.NewOnboardCommand(),
 		agent.NewAgentCommand(),
@@ -42,9 +88,11 @@ func NewPicoclawCommand() *cobra.Command {
 		gateway.NewGatewayCommand(),
 		status.NewStatusCommand(),
 		cron.NewCronCommand(),
+		mcp.NewMCPCommand(),
 		migrate.NewMigrateCommand(),
 		skills.NewSkillsCommand(),
 		model.NewModelCommand(),
+		updater.NewUpdateCommand("picoclaw"),
 		version.NewVersionCommand(),
 	)
 
@@ -62,12 +110,44 @@ const (
 		colorBlue + "██║     ██║╚██████╗╚██████╔╝" + colorRed + "╚██████╗███████╗██║  ██║╚███╔███╔╝\n" +
 		colorBlue + "╚═╝     ╚═╝ ╚═════╝ ╚═════╝ " + colorRed + " ╚═════╝╚══════╝╚═╝  ╚═╝ ╚══╝╚══╝\n " +
 		"\033[0m\r\n"
+	plainBanner = "\r\n" +
+		"██████╗ ██╗ ██████╗ ██████╗  ██████╗██╗      █████╗ ██╗    ██╗\n" +
+		"██╔══██╗██║██╔════╝██╔═══██╗██╔════╝██║     ██╔══██╗██║    ██║\n" +
+		"██████╔╝██║██║     ██║   ██║██║     ██║     ███████║██║ █╗ ██║\n" +
+		"██╔═══╝ ██║██║     ██║   ██║██║     ██║     ██╔══██║██║███╗██║\n" +
+		"██║     ██║╚██████╗╚██████╔╝╚██████╗███████╗██║  ██║╚███╔███╔╝\n" +
+		"╚═╝     ╚═╝ ╚═════╝ ╚═════╝  ╚═════╝╚══════╝╚═╝  ╚═╝ ╚══╝╚══╝\n " +
+		"\r\n"
 )
 
 func main() {
-	fmt.Printf("%s", banner)
+	cliui.Init(earlyColorDisabled())
+
+	if earlyColorDisabled() {
+		fmt.Print(plainBanner)
+	} else {
+		fmt.Printf("%s", banner)
+	}
+
+	tzEnv := os.Getenv("TZ")
+	if tzEnv != "" {
+		fmt.Println("TZ environment:", tzEnv)
+		zoneinfoEnv := os.Getenv("ZONEINFO")
+		fmt.Println("ZONEINFO environment:", zoneinfoEnv)
+		loc, err := time.LoadLocation(tzEnv)
+		if err != nil {
+			fmt.Println("Error loading time zone:", err)
+		} else {
+			fmt.Println("Time zone loaded successfully:", loc)
+			time.Local = loc //nolint:gosmopolitan // We intentionally set local timezone from TZ env
+		}
+	}
+
 	cmd := NewPicoclawCommand()
-	if err := cmd.Execute(); err != nil {
+	last, err := cmd.ExecuteC()
+	if err != nil {
+		syncCliUIColor(cmd)
+		fmt.Fprint(os.Stderr, cliui.FormatCLIError(err.Error(), last))
 		os.Exit(1)
 	}
 }

cmd/picoclaw/main_test.go

@@ -3,6 +3,7 @@ package main
 import (
 	"fmt"
 	"slices"
+	"strings"
 	"testing"
 
 	"github.com/stretchr/testify/assert"
@@ -17,20 +18,22 @@ func TestNewPicoclawCommand(t *testing.T) {
 
 	require.NotNil(t, cmd)
 
-	short := fmt.Sprintf("%s picoclaw - Personal AI Assistant v%s\n\n", internal.Logo, config.GetVersion())
+	short := fmt.Sprintf("%s PicoClaw — personal AI assistant", internal.Logo)
+	longHas := strings.Contains(cmd.Long, config.FormatVersion())
 
 	assert.Equal(t, "picoclaw", cmd.Use)
 	assert.Equal(t, short, cmd.Short)
+	assert.True(t, longHas)
 
 	assert.True(t, cmd.HasSubCommands())
 	assert.True(t, cmd.HasAvailableSubCommands())
 
-	assert.False(t, cmd.HasFlags())
+	assert.True(t, cmd.PersistentFlags().Lookup("no-color") != nil)
 
 	assert.Nil(t, cmd.Run)
 	assert.Nil(t, cmd.RunE)
 
-	assert.Nil(t, cmd.PersistentPreRun)
+	assert.NotNil(t, cmd.PersistentPreRun)
 	assert.Nil(t, cmd.PersistentPostRun)
 
 	allowedCommands := []string{
@@ -38,11 +41,13 @@ func TestNewPicoclawCommand(t *testing.T) {
 		"auth",
 		"cron",
 		"gateway",
+		"mcp",
 		"migrate",
 		"model",
 		"onboard",
 		"skills",
 		"status",
+		"update",
 		"version",
 	}
 

config/config.example.json

@@ -11,9 +11,12 @@
       "summarize_message_threshold": 20,
       "summarize_token_percent": 75,
       "split_on_marker": false,
+      "max_llm_retries": 2,
+      "llm_retry_backoff_secs": 2,
       "tool_feedback": {
         "enabled": false,
-        "max_args_length": 300
+        "max_args_length": 300,
+        "separate_messages": false
       }
     }
   },
@@ -40,6 +43,7 @@
     },
     {
       "model_name": "gemini",
+      "_comment": "Optional: set \"tool_schema_transform\": \"simple\" for providers that reject complex tool JSON Schema.",
       "model": "antigravity/gemini-2.0-flash",
       "auth_method": "oauth"
     },
@@ -48,6 +52,15 @@
       "model": "deepseek/deepseek-chat",
       "api_key": "sk-your-deepseek-key"
     },
+    {
+      "model_name": "venice-uncensored",
+      "model": "venice/venice-uncensored",
+      "api_key": "your-venice-api-key"
+    },
+    {
+      "model_name": "lmstudio-local",
+      "model": "lmstudio/openai/gpt-oss-20b"
+    },
     {
       "model_name": "longcat",
       "model": "longcat/LongCat-Flash-Thinking",
@@ -260,10 +273,15 @@
         "base_url": "",
         "max_results": 0
       },
-      "duckduckgo": {
+      "provider": "auto",
+      "sogou": {
         "enabled": true,
         "max_results": 5
       },
+      "duckduckgo": {
+        "enabled": false,
+        "max_results": 5
+      },
       "perplexity": {
         "enabled": false,
         "api_key": "pplx-xxx",
@@ -373,9 +391,16 @@
           "timeout": 0,
           "max_zip_size": 0,
           "max_response_size": 0
+        },
+        "github": {
+          "enabled": true,
+          "base_url": "https://github.com",
+          "auth_token": "",
+          "proxy": "http://127.0.0.1:7891"
         }
       },
       "github": {
+        "base_url": "https://github.com",
         "proxy": "http://127.0.0.1:7891",
         "token": ""
       },
@@ -412,7 +437,14 @@
       "enabled": true
     },
     "read_file": {
-      "enabled": true
+      "enabled": true,
+      "mode": "bytes"
+    },
+    "serial": {
+      "enabled": false
+    },
+    "send_tts": {
+      "enabled": false
     },
     "spawn": {
       "enabled": true
@@ -450,9 +482,18 @@
       "approval_timeout_ms": 60000
     }
   },
+  "events": {
+    "logging": {
+      "enabled": true,
+      "include": ["agent.*"],
+      "exclude": [],
+      "min_severity": "info",
+      "include_payload": false
+    }
+  },
   "gateway": {
     "_comment": "Default log level is set to 'fatal'. Other available options are 'debug', 'info', 'warn' and 'error'.",
-    "host": "127.0.0.1",
+    "host": "localhost",
     "port": 18790,
     "hot_reload": false,
     "log_level": "fatal"

docker/Dockerfile

@@ -26,18 +26,9 @@ RUN apk add --no-cache ca-certificates tzdata curl
 HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
   CMD wget -q --spider http://localhost:18790/health || exit 1
 
-# Copy binary
+# Copy binary and first-run entrypoint (same as release image).
 COPY --from=builder /src/build/picoclaw /usr/local/bin/picoclaw
+COPY docker/entrypoint.sh /entrypoint.sh
+RUN chmod +x /entrypoint.sh
 
-# Create non-root user and group
-RUN addgroup -g 1000 picoclaw && \
-    adduser -D -u 1000 -G picoclaw picoclaw
-
-# Switch to non-root user
-USER picoclaw
-
-# Run onboard to create initial directories and config
-RUN /usr/local/bin/picoclaw onboard
-
-ENTRYPOINT ["picoclaw"]
-CMD ["gateway"]
+ENTRYPOINT ["/entrypoint.sh"]

docker/Dockerfile.full

@@ -1,7 +1,7 @@
 # ============================================================
 # Stage 1: Build the picoclaw binary
 # ============================================================
-FROM golang:1.26.0-alpine AS builder
+FROM golang:1.25-alpine AS builder
 
 RUN apk add --no-cache git make
 

docker/Dockerfile.goreleaser.launcher

@@ -6,7 +6,6 @@ RUN apk add --no-cache ca-certificates tzdata
 
 COPY $TARGETPLATFORM/picoclaw /usr/local/bin/picoclaw
 COPY $TARGETPLATFORM/picoclaw-launcher /usr/local/bin/picoclaw-launcher
-COPY $TARGETPLATFORM/picoclaw-launcher-tui /usr/local/bin/picoclaw-launcher-tui
 
 ENTRYPOINT ["picoclaw-launcher"]
-CMD ["-public", "-no-browser"]
+CMD ["-console", "-public", "-no-browser"]

docker/Dockerfile.heavy

@@ -1,7 +1,7 @@
 # ============================================================
 # Stage 1: Build the picoclaw binary
 # ============================================================
-FROM golang:1.26.0-alpine AS builder
+FROM golang:1.25-alpine AS builder
 
 RUN apk add --no-cache git make
 
@@ -48,20 +48,13 @@ HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
 # Copy binary
 COPY --from=builder /src/build/picoclaw /usr/local/bin/picoclaw
 
-# Reuse existing node user (UID/GID 1000) — rename to picoclaw
-RUN deluser node 2>/dev/null; delgroup node 2>/dev/null; \
-    addgroup -g 1000 picoclaw 2>/dev/null; \
-    adduser -D -u 1000 -G picoclaw -h /home/picoclaw picoclaw 2>/dev/null || true
-
-USER picoclaw
-
 # Run onboard to create initial directories and config
 RUN /usr/local/bin/picoclaw onboard
 
 # Copy default workspace
-COPY --chown=picoclaw:picoclaw workspace/ /home/picoclaw/.picoclaw/workspace/
+COPY workspace/ /root/.picoclaw/workspace/
 
-VOLUME /home/picoclaw/.picoclaw/workspace
+VOLUME /root/.picoclaw/workspace
 
 ENTRYPOINT ["picoclaw"]
 CMD ["gateway"]

docker/Dockerfile.launcher

@@ -0,0 +1,65 @@
+# ============================================================
+# Stage 1: Build frontend assets (Node.js + pnpm)
+# ============================================================
+FROM node:24-alpine3.23 AS frontend
+
+RUN corepack enable && corepack prepare pnpm@latest --activate
+
+WORKDIR /src/web/frontend
+
+# Cache frontend dependencies
+COPY web/frontend/package.json web/frontend/pnpm-lock.yaml ./
+RUN CI=true pnpm install --frozen-lockfile
+
+# Build frontend
+COPY web/frontend/ ./
+RUN pnpm build:backend
+
+# ============================================================
+# Stage 2: Build Go binaries (picoclaw + picoclaw-launcher)
+# ============================================================
+FROM golang:1.25-alpine AS builder
+
+RUN apk add --no-cache git make
+
+WORKDIR /src
+
+# Cache Go dependencies
+COPY go.mod go.sum ./
+RUN go mod download
+
+# Copy source
+COPY . .
+
+# Copy pre-built frontend assets into the backend embed directory
+COPY --from=frontend /src/web/backend/dist web/backend/dist
+
+# Build picoclaw binary (includes go generate)
+RUN make build
+
+# Build picoclaw-launcher binary (frontend already built in stage 1)
+# Mirror ldflags from web/Makefile to inject version metadata
+RUN CONFIG_PKG=github.com/sipeed/picoclaw/pkg/config && \
+    VERSION=$(git describe --tags --always --dirty 2>/dev/null || echo dev) && \
+    GIT_COMMIT=$(git rev-parse --short=8 HEAD 2>/dev/null || echo dev) && \
+    BUILD_TIME=$(date +%FT%T%z) && \
+    GO_VERSION=$(go env GOVERSION) && \
+    CGO_ENABLED=0 go build -v -tags goolm,stdjson \
+      -ldflags "-X ${CONFIG_PKG}.Version=${VERSION} -X ${CONFIG_PKG}.GitCommit=${GIT_COMMIT} -X ${CONFIG_PKG}.BuildTime=${BUILD_TIME} -X ${CONFIG_PKG}.GoVersion=${GO_VERSION} -s -w" \
+      -o build/picoclaw-launcher ./web/backend/
+
+# ============================================================
+# Stage 3: Minimal runtime image
+# ============================================================
+FROM alpine:3.23
+
+RUN apk add --no-cache ca-certificates tzdata curl
+
+HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
+  CMD wget -q --spider http://localhost:18790/health || exit 1
+
+COPY --from=builder /src/build/picoclaw /usr/local/bin/picoclaw
+COPY --from=builder /src/build/picoclaw-launcher /usr/local/bin/picoclaw-launcher
+
+ENTRYPOINT ["picoclaw-launcher"]
+CMD ["-console", "-public", "-no-browser"]

docker/docker-compose.yml

@@ -4,6 +4,9 @@ services:
   #   docker compose -f docker/docker-compose.yml run --rm picoclaw-agent -m "Hello"
   # ─────────────────────────────────────────────
   picoclaw-agent:
+    build:
+      context: ..
+      dockerfile: docker/Dockerfile
     image: docker.io/sipeed/picoclaw:latest
     container_name: picoclaw-agent
     profiles:
@@ -22,9 +25,12 @@ services:
   #   docker compose -f docker/docker-compose.yml --profile gateway up
   # ─────────────────────────────────────────────
   picoclaw-gateway:
+    build:
+      context: ..
+      dockerfile: docker/Dockerfile
     image: docker.io/sipeed/picoclaw:latest
     container_name: picoclaw-gateway
-    restart: on-failure
+    restart: unless-stopped
     profiles:
       - gateway
     # Uncomment to access host network; leave commented unless needed.
@@ -38,15 +44,21 @@ services:
   #   docker compose -f docker/docker-compose.yml --profile launcher up
   # ─────────────────────────────────────────────
   picoclaw-launcher:
+    build:
+      context: ..
+      dockerfile: docker/Dockerfile.launcher
     image: docker.io/sipeed/picoclaw:launcher
     container_name: picoclaw-launcher
-    restart: on-failure
+    restart: unless-stopped
     profiles:
       - launcher
     environment:
       - PICOCLAW_GATEWAY_HOST=0.0.0.0
+      # Set a fixed dashboard token instead of a random one each restart.
+      # If not set, a random token is generated and printed to the console on startup.
+      #- PICOCLAW_LAUNCHER_TOKEN=your-secret-token-here
     ports:
-      - "127.0.0.1:18800:18800"
-      - "127.0.0.1:18790:18790"
+      - "18800:18800"
+      - "18790:18790"
     volumes:
       - ./data:/root/.picoclaw

docker/entrypoint.sh

@@ -12,4 +12,10 @@ if [ ! -d "${HOME}/.picoclaw/workspace" ] && [ ! -f "${HOME}/.picoclaw/config.js
     exit 0
 fi
 
+# Remove stale PID file from a previous container run.
+# After docker kill / OOM / crash the PID file may linger on the bind-mounted
+# volume and block the next gateway start (the recorded PID could collide with
+# an unrelated process inside the new container).
+rm -f "${HOME}/.picoclaw/.picoclaw.pid"
+
 exec picoclaw gateway "$@"

docs/README.md

@@ -0,0 +1,132 @@
+# PicoClaw Documentation
+
+PicoClaw documentation is organized by document type first and language second.
+
+This file describes the recommended documentation layout, how translated files should be named, and what `make lint-docs` currently checks locally.
+
+These conventions are intended as contributor guidance for new or moved docs. Existing docs may still have historical exceptions, and `make lint-docs` only checks a common subset of the patterns described here.
+
+## Reader Navigation
+
+If you are browsing docs rather than reorganizing them, start with these directory indexes:
+
+- [Guides](guides/README.md): setup, configuration, provider, and workflow guides.
+- [Reference](reference/README.md): precise configuration and behavior reference.
+- [Operations](operations/README.md): debugging and troubleshooting material.
+- [Security](security/README.md): security-focused guides and controls.
+- [Architecture](architecture/README.md): implementation notes and internal design docs.
+- [Migration](migration/README.md): upgrade and migration notes.
+
+For channel-specific setup, start with [Chat Apps Configuration](guides/chat-apps.md) and then drill into `docs/channels/<name>/README.md` as needed.
+
+## Principles
+
+- Choose the document type directory first. Do not create language buckets such as `docs/zh/` or `docs/fr/`.
+- Keep each translated document next to its English source document.
+- Use English as the base filename with no locale suffix.
+- Use lowercase locale suffixes for translations, for example `configuration.zh.md` or `README.pt-br.md`.
+- Keep module-specific docs next to the code they describe instead of moving them into `docs/`.
+
+## Recommended Directories
+
+- `README.md`: English project entry document at the repository root.
+- `docs/project/`: translated project entry documents such as `README.zh.md` and `CONTRIBUTING.zh.md`.
+- `docs/guides/`: setup and usage guides.
+- `docs/reference/`: reference material and detailed configuration docs.
+- `docs/operations/`: debugging and troubleshooting docs.
+- `docs/security/`: security-related documentation.
+- `docs/architecture/`: architecture and internal design notes.
+- `docs/channels/`: channel-specific integration guides.
+- `docs/design/`: design proposals and investigations.
+- `docs/migration/`: migration notes.
+
+## Recommended Naming
+
+- English documents use the base filename:
+  - `README.md`
+  - `configuration.md`
+- Translations use `.<locale>.md`:
+  - `README.zh.md`
+  - `configuration.fr.md`
+  - `README.pt-br.md`
+- Code-adjacent translated READMEs follow the same rule:
+  - `pkg/audio/asr/README.zh.md`
+  - `pkg/isolation/README.zh.md`
+
+## Common Patterns To Avoid
+
+- Root-level translated entry docs such as `README.zh.md` or `CONTRIBUTING.fr.md`
+  - Use `docs/project/README.zh.md` or `docs/project/CONTRIBUTING.fr.md` instead.
+- Language directories under `docs/` such as `docs/zh/`, `docs/ZH/`, `docs/ja/`, or `docs/fr/`
+  - Use `docs/<type>/<name>.<locale>.md` instead.
+- Nested locale buckets such as `docs/guides/zh/configuration.md` or `docs/channels/telegram/zh/README.md`
+  - Keep translations beside the English source file instead.
+- Legacy translation filenames such as `README_zh.md` or `README_CN.md`
+  - Use `README.zh.md`.
+- Non-canonical locale suffixes such as `configuration_zh.md` or `configuration.ZH.md`
+  - Use lowercase `.<locale>.md`, for example `configuration.zh.md`.
+
+## Translation Placement
+
+- For docs under `docs/guides`, `docs/reference`, `docs/operations`, `docs/security`, `docs/architecture`, `docs/channels`, and `docs/migration`, keep translations beside the English source file.
+- For project entry translations, keep translated files in `docs/project/` and keep the English source in the repository root.
+- In most cases, each translated file should have an English source document:
+  - `docs/guides/configuration.zh.md` usually sits beside `docs/guides/configuration.md`
+  - `docs/project/README.zh.md` usually corresponds to `README.md`
+- Exception: `docs/design/` may contain locale-specific working notes without an English source document. The naming rules still apply there.
+
+## Code-Adjacent Docs
+
+Keep documentation next to the implementation when it primarily describes a package, command, example, or subproject.
+
+Examples:
+
+- `pkg/**/README.md`
+- `cmd/**/README.md`
+- `web/README.md`
+- `examples/**/README.md`
+
+These files still follow the same translation naming rules.
+
+## Adding a New Document
+
+1. Pick the correct document type directory.
+2. Create the English source file first.
+3. Add translated siblings after the English source exists when that source is part of the same docs set.
+4. Update links from existing docs when the new doc becomes a navigation target.
+5. Run `make lint-docs` locally when adding or moving docs.
+
+## Examples
+
+- New setup guide:
+  - `docs/guides/launcher-setup.md`
+  - `docs/guides/launcher-setup.zh.md`
+- New security guide:
+  - `docs/security/token-rotation.md`
+- New translated package README:
+  - `pkg/channels/README.zh.md`
+
+## Validation
+
+Run:
+
+```bash
+make lint-docs
+```
+
+The local docs linter currently checks these common cases:
+
+- no root-level translated `README` or `CONTRIBUTING` files
+- no `docs/<locale>/` language buckets, regardless of case
+- no nested locale buckets under typed docs directories
+- no legacy `README_*.md` filenames
+- no non-canonical translation-like filenames such as `_zh.md` or `.ZH.md`
+- no extra Markdown files directly under `docs/` except `docs/README.md`
+- every translated Markdown file has a matching English source file
+  - except for locale-specific working notes under `docs/design/`
+
+`make lint-docs` is a local consistency check for common naming and placement mistakes. It helps contributors stay close to the recommended layout, but it is not intended to describe every acceptable documentation pattern in the repository.
+
+When a check fails, `make lint-docs` prints the failing path, the reason, and a suggested fix.
+
+If you change these recommendations or want the local linter to reflect them more closely, update this file and `scripts/lint-docs.sh` together.