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Author SHA1 Message Date
美電球
0df050ff2e
Merge pull request #2766 from SiYue-ZO/docs/v3-config-format-sync
docs: sync all documentation to V3 config format
2026-05-15 22:06:08 +08:00
Mauro
6817aa5311
Merge pull request #2811 from afjcjsbx/fix/mcp-streamable-http-support
fix(mcp): support streamable HTTP alias, request-response mode and integration tests
2026-05-15 12:55:58 +02:00
lxowalle
412705783d
fix(pico): preserve image media across pico attachments and client (#2874)
* fix(pico): preserve image media across pico attachments and client

* * fix ci

* fix(pico): preserve text when client media parsing fails

- Skip non-inline Pico attachment URLs instead of treating them as invalid inline media
- Preserve pico_client text messages when malformed media payloads are received
- Add regression coverage for media.create, download attachments, and invalid media payloads

* fix lint
2026-05-15 15:49:07 +08:00
wenjie
bfb2b35f74
chore: update slack-go to v0.23.1 (#2875)
Adapt Slack media uploads to the renamed UploadFile API.
2026-05-15 13:58:11 +08:00
wenjie
b225629af8
build(deps): update @tailwindcss/vite to 4.3.0 (#2876) 2026-05-15 13:58:09 +08:00
美電球
c62a9bf55b
Merge pull request #2862 from lc6464/fix/mimo-reasoning-history-replay
fix(openai_compat): align MiMo reasoning replay with DeepSeek
2026-05-15 12:09:52 +08:00
美電球
f7d25c6546
Merge pull request #2741 from lc6464/fix/deepseek-stream-reasoning-content
fix(openai_compat): parse reasoning_content in streaming responses
2026-05-15 12:09:26 +08:00
dependabot[bot]
215d98aa78
build(deps): bump tailwindcss from 4.2.4 to 4.3.0 in /web/frontend (#2872)
Bumps [tailwindcss](https://github.com/tailwindlabs/tailwindcss/tree/HEAD/packages/tailwindcss) from 4.2.4 to 4.3.0.
- [Release notes](https://github.com/tailwindlabs/tailwindcss/releases)
- [Changelog](https://github.com/tailwindlabs/tailwindcss/blob/main/CHANGELOG.md)
- [Commits](https://github.com/tailwindlabs/tailwindcss/commits/v4.3.0/packages/tailwindcss)

---
updated-dependencies:
- dependency-name: tailwindcss
  dependency-version: 4.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-05-15 11:23:13 +08:00
dependabot[bot]
dab8391344
build(deps-dev): bump typescript-eslint in /web/frontend (#2871)
Bumps [typescript-eslint](https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/typescript-eslint) from 8.59.1 to 8.59.3.
- [Release notes](https://github.com/typescript-eslint/typescript-eslint/releases)
- [Changelog](https://github.com/typescript-eslint/typescript-eslint/blob/main/packages/typescript-eslint/CHANGELOG.md)
- [Commits](https://github.com/typescript-eslint/typescript-eslint/commits/v8.59.3/packages/typescript-eslint)

---
updated-dependencies:
- dependency-name: typescript-eslint
  dependency-version: 8.59.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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2026-05-15 11:08:46 +08:00
dependabot[bot]
a4abbf62e2
build(deps-dev): bump prettier-plugin-tailwindcss in /web/frontend (#2870)
Bumps [prettier-plugin-tailwindcss](https://github.com/tailwindlabs/prettier-plugin-tailwindcss) from 0.7.2 to 0.8.0.
- [Release notes](https://github.com/tailwindlabs/prettier-plugin-tailwindcss/releases)
- [Changelog](https://github.com/tailwindlabs/prettier-plugin-tailwindcss/blob/main/CHANGELOG.md)
- [Commits](https://github.com/tailwindlabs/prettier-plugin-tailwindcss/compare/v0.7.2...v0.8.0)

---
updated-dependencies:
- dependency-name: prettier-plugin-tailwindcss
  dependency-version: 0.8.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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2026-05-15 10:58:34 +08:00
dependabot[bot]
8ab455171c
build(deps): bump jotai from 2.19.1 to 2.20.0 in /web/frontend (#2869)
Bumps [jotai](https://github.com/pmndrs/jotai) from 2.19.1 to 2.20.0.
- [Release notes](https://github.com/pmndrs/jotai/releases)
- [Commits](https://github.com/pmndrs/jotai/compare/v2.19.1...v2.20.0)

---
updated-dependencies:
- dependency-name: jotai
  dependency-version: 2.20.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-05-15 10:46:39 +08:00
dependabot[bot]
eec4436e64
build(deps): bump github.com/adhocore/gronx from 1.19.6 to 1.19.7 (#2868)
Bumps [github.com/adhocore/gronx](https://github.com/adhocore/gronx) from 1.19.6 to 1.19.7.
- [Release notes](https://github.com/adhocore/gronx/releases)
- [Changelog](https://github.com/adhocore/gronx/blob/main/CHANGELOG.md)
- [Commits](https://github.com/adhocore/gronx/compare/v1.19.6...v1.19.7)

---
updated-dependencies:
- dependency-name: github.com/adhocore/gronx
  dependency-version: 1.19.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-05-15 10:31:30 +08:00
dependabot[bot]
dc41c9c566
build(deps): bump golang.org/x/net from 0.53.0 to 0.54.0 (#2867)
Bumps [golang.org/x/net](https://github.com/golang/net) from 0.53.0 to 0.54.0.
- [Commits](https://github.com/golang/net/compare/v0.53.0...v0.54.0)

---
updated-dependencies:
- dependency-name: golang.org/x/net
  dependency-version: 0.54.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-05-15 10:21:14 +08:00
dependabot[bot]
2f8429f57c
build(deps): bump github.com/mymmrac/telego from 1.8.0 to 1.9.0 (#2866)
Bumps [github.com/mymmrac/telego](https://github.com/mymmrac/telego) from 1.8.0 to 1.9.0.
- [Release notes](https://github.com/mymmrac/telego/releases)
- [Commits](https://github.com/mymmrac/telego/compare/v1.8.0...v1.9.0)

---
updated-dependencies:
- dependency-name: github.com/mymmrac/telego
  dependency-version: 1.9.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2026-05-15 10:13:57 +08:00
dependabot[bot]
d8385ce0a7
build(deps-dev): bump vite from 8.0.10 to 8.0.13 in /web/frontend (#2865)
Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 8.0.10 to 8.0.13.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v8.0.13/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 8.0.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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2026-05-15 10:08:02 +08:00
dependabot[bot]
89631b8671
build(deps): bump github.com/larksuite/oapi-sdk-go/v3 (#2864)
Bumps [github.com/larksuite/oapi-sdk-go/v3](https://github.com/larksuite/oapi-sdk-go) from 3.6.1 to 3.7.5.
- [Release notes](https://github.com/larksuite/oapi-sdk-go/releases)
- [Changelog](https://github.com/larksuite/oapi-sdk-go/blob/v3_main/changelog.md)
- [Commits](https://github.com/larksuite/oapi-sdk-go/compare/v3.6.1...v3.7.5)

---
updated-dependencies:
- dependency-name: github.com/larksuite/oapi-sdk-go/v3
  dependency-version: 3.7.5
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-05-15 10:06:33 +08:00
dependabot[bot]
4db1168962
build(deps): bump modernc.org/sqlite from 1.48.2 to 1.50.1 (#2863)
Bumps [modernc.org/sqlite](https://gitlab.com/cznic/sqlite) from 1.48.2 to 1.50.1.
- [Changelog](https://gitlab.com/cznic/sqlite/blob/master/CHANGELOG.md)
- [Commits](https://gitlab.com/cznic/sqlite/compare/v1.48.2...v1.50.1)

---
updated-dependencies:
- dependency-name: modernc.org/sqlite
  dependency-version: 1.50.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-05-15 09:57:11 +08:00
肆月
f6190b54de
feat(web,api): fetch models and saved catalog support (#2832)
* feat(web,api): add fetch models and saved catalog support

Split from PR #2752 (part 2 of 3).

Backend:
- /api/models/catalog endpoint for browsing remote model catalogs
- /api/models/fetch endpoint for fetching available models from providers
- Credential reuse with provider/API base matching for security
- Default API base resolution for providers without explicit base

Frontend:
- FetchModelsDialog for importing models from remote providers
- CatalogDialog for browsing and importing from model catalogs
- Static import for FetchModelsDialog (replaces dynamic import from PR1)
- Dynamic import retained for TestModelDialog (PR3 territory)

* fix(web,api): support bare-array responses in fetchOpenAICompatibleModels

* fix(web,api): tighten maskAPIKeyValue to match maskAPIKey policy

For 9-12 character keys, maskAPIKeyValue exposed first 4 + last 4
chars (only 1 char masked for a 9-char key). Now uses the same
policy as maskAPIKey: first 3 + last 2 for 9-12 chars, first 3 +
last 4 for longer keys. Adds tests covering all key length boundaries.
2026-05-15 09:49:03 +08:00
lc6464
6ae7dc38b9
fix(openai_compat): align MiMo reasoning replay with DeepSeek 2026-05-14 20:59:01 +08:00
lc6464
10f4466a7e
fix(openai_compat): parse SSE events and reasoning variants in streams 2026-05-14 10:20:01 +08:00
Anton Bogdanovich
794eb04f32
feat(providers): add gemini web search provider (#2763)
* add gemini web search provider

* fix(web): prefer free providers before Gemini in auto mode

* fix(web): expose gemini api key and model settings

* fix(web): prefer configured providers before Gemini in auto mode

* fix(web): satisfy gemini lint checks

* fix(web): address gemini provider review feedback

* test(web): align auto-provider expectations

* fix(web): let gemini ignore search range
2026-05-14 09:50:47 +08:00
afjcjsbx
ffb8243721 fix(integration): docker runner workspace mounts and go command path 2026-05-13 20:03:55 +02:00
afjcjsbx
ec21ddc222 fix lint 2026-05-13 19:57:38 +02:00
afjcjsbx
ffe091d8b2 docs(cli): mention streamable-http in mcp add transport help 2026-05-13 19:56:08 +02:00
afjcjsbx
4edbc73b64 fix(integration): execute suite commands directly in docker runner 2026-05-13 19:54:32 +02:00
afjcjsbx
ffc8bdba36 fix(mcp): normalize streamable-http before config validation 2026-05-13 19:30:59 +02:00
Mauro
eb0653074b
Merge pull request #2857 from afjcjsbx/feat/edit-file-diff-preview
feat(tools): show unified diff for edit_file edits
2026-05-13 09:04:32 +02:00
Guoguo
f62de5c0d4
docs: update wechat qrcode (#2860) 2026-05-13 11:24:11 +08:00
afjcjsbx
e0370aafcc fix test 2026-05-12 23:23:26 +02:00
afjcjsbx
56cca3f12f fix(tools) limit edit diff preview size for user and model 2026-05-12 23:12:37 +02:00
afjcjsbx
87048499ff fix(tools) diff preview for files without trailing newline 2026-05-12 23:06:43 +02:00
afjcjsbx
4a81f0e740 feat(tools): show unified diff for edit_file edits 2026-05-12 18:06:47 +02:00
lxowalle
223ebdf0c7
docs: add evolution config controls (#2852)
* docs: add evolution config controls

* docs: address evolution config review
2026-05-12 11:23:06 +08:00
lxowalle
255a67e2da
docs: add LicheeRV-Claw AliExpress news (#2854)
* docs: add LicheeRV-Claw AliExpress news

* * update picture

* * update multi-language docs

* * update taobao link for readme.zh.md
2026-05-12 10:18:59 +08:00
Mauro
777269b429
Merge pull request #2758 from bogdanovich/codex/telegram-media-groups
fix(telegram): media group album handling
2026-05-12 00:11:48 +02:00
肆月
d2c0b69243
feat(web,api): provider selection and model form foundation (#2831)
* feat: improve model configuration workflows

Add model catalog browsing, provider registry with form validation,
model fetch/test dialogs, and enhanced model management UI.

- Add model catalog API and catalog-dialog component for browsing saved models
- Add provider-registry with auto-populated form fields per provider
- Add provider-combobox, fetch-models-dialog, test-model-dialog components
- Add model-validation for provider-aware model ID validation
- Add command and popover UI components
- Enhance edit-model-sheet with tool schema transform support
- Add anthropic to protocolMetaByName for correct default API base
- Apply NormalizeBaseURL to anthropic provider for consistent URL handling
- Add i18n keys for new model management features (en/zh)

* fix(web): prevent auto-fetch when API key is missing in fetch models dialog

When a provider requires an API key but none is set, the dialog now shows
the warning without triggering a doomed fetch attempt. Fetch is deferred
until the user provides a key.

* fix(web): add credential warning for catalog imports from remote providers

When importing models from a catalog entry whose provider requires an API
key, a yellow warning banner now informs users that credentials will need
to be configured after import.

* feat(web,api): test connection with real connectivity verification and unsaved form values

Add POST /api/models/test-inline endpoint that performs actual network
probes (GET /models) instead of just checking config. Frontend Test
Connection now uses current form values (not saved state) and is
available in both Add and Edit model flows.

* style(web): apply linter formatting across model config components

Normalize quote style, import ordering, and class name ordering as
reported by the project linter.

* fix(web,api): fix edit test connection false negative and gate fetch for unsupported providers

- handleTestInlineModel now accepts optional model_index to fall back to stored credentials when api_key is empty, fixing false negatives when testing edited models
- Add supportsFetch to provider registry and FETCHABLE_PROVIDER_KEYS derived set
- Gate Fetch Models button to only show for OpenAI-compatible and Ollama providers
- Add backend guard in handleFetchModels to reject unsupported providers with clear error

* fix: address review feedback on model config workflow

- Send explicit {} for empty extra_body/custom_headers fields so the
  backend clears stored values instead of preserving them
- Merge backend provider_options with frontend PROVIDERS registry so
  the provider picker reflects backend-supported providers and policy
  fields (create_allowed, default_auth_method, auth_method_locked)
- Render provider combobox popover inside the sheet scroll container
  to fix wheel events scrolling the sheet instead of the provider list

* feat(web,api): add provider selection, model form foundation, and validation

Split from PR #2752 (part 1 of 3).

Backend:
- CRUD model endpoints (list/add/update/delete/set-default)
- Provider metadata with default API bases and model provider options
- Model ID validation and normalization
- Anthropic default API base normalization

Frontend:
- Provider registry with metadata, labels, icons, and aliases
- Provider combobox with backend option merging
- Model field validation with provider-aware checks
- Redesigned add/edit model sheets with provider selection
- Dynamic imports for fetch/catalog/test dialogs (coming in PR2/PR3)
- i18n support for model configuration UI
2026-05-11 16:57:37 +08:00
美電球
7dc78425d1
Merge pull request #2719 from loafoe/feat/slack-webhook-channel
feat(channels): add slack_webhook output-only channel
2026-05-11 16:22:27 +08:00
lxowalle
b3a7b7ad64
feat: agent self evolution (#2847)
* feat: add agent self-evolution

* fix ci

* delete unused doc

* fix lint

* fix evolution review issues
2026-05-11 16:13:27 +08:00
Andy Lo-A-Foe
b12f03be2e
feat(channels): add slack_webhook channel
Add an output-only channel that sends messages to Slack via Incoming
Webhooks using Block Kit formatting.

Features:
- Multiple webhook targets with named routing (requires "default" target)
- Markdown to Slack mrkdwn conversion (bold, italic, strikethrough, links, lists)
- Code block handling with proper fence preservation across chunk splits
- Table rendering with aligned columns in code blocks
- Automatic text chunking at 3000 chars (Slack's text block limit)
- HTTPS-only webhook URL validation

Configuration example:
  channels:
    slack_webhook:
      webhooks:
        default:
          webhook_url: "https://hooks.slack.com/services/..."
          username: "PicoClaw"
          icon_emoji: ":robot_face:"

Co-Authored-By: Claude <noreply@anthropic.com>
2026-05-11 09:54:04 +02:00
美電球
894c6251c5
Merge pull request #2783 from zhangxinping666/codex/fix-reload-voice-media-store
fix(gateway): keep media store aligned after reload
2026-05-11 15:44:38 +08:00
美電球
306f96cfe3
Merge pull request #2645 from loafoe/feat/bedrock-streaming
feat(bedrock): implement StreamingProvider for real-time token streaming
2026-05-11 15:08:43 +08:00
Gabriel S. Vieira
1055e082a4
Add MCP section to config web UI (#2770)
* Add MCP section to config UI

* Handle MCP sse and URL-based server mapping

* Validate duplicate MCP server names before save

* Disable MCP discovery options based on mutual exclusivity in config section

Co-authored-by: Copilot <copilot@github.com>

* Clear stale MCP transport fields in patch payload

* Fix MCP config form state preservation and validation

* Avoid MCP form ID collisions for distinct server names

* Validate remote MCP URLs in config UI

* fix(config): correct MCP discovery merge patch behavior

* Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

* fix(config): align MCP discovery semantics and MCP server editor behavior

* fix(config): validate MCP server fields only when active

---------

Co-authored-by: Copilot <copilot@github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-05-11 11:09:27 +08:00
xp
91f024eb1d fix(gateway): keep media store aligned after reload 2026-05-10 10:26:57 +08:00
Anton Bogdanovich
6801cc7ab8 fix(telegram): wrap long voice media append 2026-05-09 12:59:41 -07:00
Anton Bogdanovich
09d3dff432 fix telegram media group album handling 2026-05-09 12:59:41 -07:00
Mauro
6e6293e596
Merge pull request #2158 from afjcjsbx/feat/agent-discovery-prompt
feat(agent): Multi-agent discovery prompt
2026-05-09 13:56:19 +02:00
Mauro
f571a142bf
Merge pull request #2823 from bogdanovich/fix/parent-session-tool-feedback-cleanup
fix(agent): dismiss tool feedback when outbound is skipped
2026-05-09 11:09:10 +02:00
Mauro
af901617ac
Merge pull request #2828 from bogdanovich/fix/queued-voice-followups
fix(agent): transcribe queued voice follow-ups
2026-05-09 10:51:45 +02:00
afjcjsbx
2ae25b1038 fix(agent): treat empty AGENT.md tools as allow none 2026-05-09 10:35:13 +02:00
Anton Bogdanovich
e1ed47b0ff fix(agent): remove unused scheduled helper 2026-05-09 00:53:23 -07:00
Anton Bogdanovich
8362203631 fix(agent): transcribe queued voice follow-ups 2026-05-08 13:50:14 -07:00
afjcjsbx
148583e7bb fix(agent): hide discovery when spawn is unavailable 2026-05-08 22:23:50 +02:00
Anton Bogdanovich
a3edbcd05e test(agent): satisfy lint for tool feedback cleanup 2026-05-08 10:33:16 -07:00
afjcjsbx
c6a09a35e2 fix(agent): suppress MCP discovery when no servers are selectable 2026-05-08 13:48:47 +02:00
afjcjsbx
ffa184d183 fix(agent): resolve primary provider from frontmatter model 2026-05-08 13:43:21 +02:00
美電球
8508f80608
Merge pull request #2705 from hehaijunandhenry/main
add MQTT channel support
2026-05-08 18:50:08 +08:00
hehaijunandhenry
569939a7b3 Fix stop_mqtt_channel 2026-05-08 17:21:25 +08:00
hehaijunandhenry
2287de521e Linter fixed 2026-05-08 15:49:28 +08:00
afjcjsbx
871892ff15 fix(tools): exempt MCP discovery tools from agent allowlists 2026-05-08 09:18:14 +02:00
李光春
d5c8bfffbc
fix(docs): correct Baidu Search free tier from 1000/day to 1500/month (#2784) (#2825) 2026-05-08 15:14:33 +08:00
hehaijunandhenry
f062cb41d7 1 2026-05-08 14:48:43 +08:00
Anton Bogdanovich
610e9e3fe8 fix(agent): dismiss session tool feedback on skipped outbound 2026-05-07 23:10:56 -07:00
美電球
01280eaa53
Merge pull request #2413 from ex-takashima/refactor/line-sdk
refactor(line): use official LINE Bot SDK v8
2026-05-08 14:00:00 +08:00
ex-takashima
bacb9aba7c fix(line): close response body on successful SendMedia calls
Always route through classifySDKError to ensure resp.Body is
closed even when the API call succeeds.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-08 14:11:15 +09:00
ex-takashima
6d7d1b0909 fix(line): capture QuoteToken for all message types and handle location
- Store QuoteToken for image, video, and sticker messages (not just text)
- Add webhook.LocationMessageContent case to forward as [location] placeholder

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-08 14:05:58 +09:00
dependabot[bot]
3788e9edad
build(deps): bump i18next from 26.0.8 to 26.0.10 in /web/frontend (#2809)
Bumps [i18next](https://github.com/i18next/i18next) from 26.0.8 to 26.0.10.
- [Release notes](https://github.com/i18next/i18next/releases)
- [Changelog](https://github.com/i18next/i18next/blob/master/CHANGELOG.md)
- [Commits](https://github.com/i18next/i18next/compare/v26.0.8...v26.0.10)

---
updated-dependencies:
- dependency-name: i18next
  dependency-version: 26.0.10
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-05-08 11:15:44 +08:00
dependabot[bot]
c2044e5a2c
build(deps): bump react-i18next from 17.0.4 to 17.0.6 in /web/frontend (#2808)
Bumps [react-i18next](https://github.com/i18next/react-i18next) from 17.0.4 to 17.0.6.
- [Changelog](https://github.com/i18next/react-i18next/blob/master/CHANGELOG.md)
- [Commits](https://github.com/i18next/react-i18next/compare/v17.0.4...v17.0.6)

---
updated-dependencies:
- dependency-name: react-i18next
  dependency-version: 17.0.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2026-05-08 11:08:15 +08:00
dependabot[bot]
7c8cd7c66a
build(deps-dev): bump globals from 17.5.0 to 17.6.0 in /web/frontend (#2807)
Bumps [globals](https://github.com/sindresorhus/globals) from 17.5.0 to 17.6.0.
- [Release notes](https://github.com/sindresorhus/globals/releases)
- [Commits](https://github.com/sindresorhus/globals/compare/v17.5.0...v17.6.0)

---
updated-dependencies:
- dependency-name: globals
  dependency-version: 17.6.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
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2026-05-08 11:07:46 +08:00
dependabot[bot]
f4338d3aab
build(deps): bump @tabler/icons-react in /web/frontend (#2806)
Bumps [@tabler/icons-react](https://github.com/tabler/tabler-icons/tree/HEAD/packages/icons-react) from 3.41.1 to 3.43.0.
- [Release notes](https://github.com/tabler/tabler-icons/releases)
- [Commits](https://github.com/tabler/tabler-icons/commits/v3.43.0/packages/icons-react)

---
updated-dependencies:
- dependency-name: "@tabler/icons-react"
  dependency-version: 3.43.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2026-05-08 11:07:23 +08:00
dependabot[bot]
b7edd35d13
build(deps): bump shadcn from 4.3.0 to 4.7.0 in /web/frontend (#2804)
Bumps [shadcn](https://github.com/shadcn-ui/ui/tree/HEAD/packages/shadcn) from 4.3.0 to 4.7.0.
- [Release notes](https://github.com/shadcn-ui/ui/releases)
- [Changelog](https://github.com/shadcn-ui/ui/blob/main/packages/shadcn/CHANGELOG.md)
- [Commits](https://github.com/shadcn-ui/ui/commits/shadcn@4.7.0/packages/shadcn)

---
updated-dependencies:
- dependency-name: shadcn
  dependency-version: 4.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2026-05-08 10:50:08 +08:00
dependabot[bot]
d0ab5aed7a
build(deps): bump fyne.io/systray from 1.12.0 to 1.12.1 (#2803)
Bumps [fyne.io/systray](https://github.com/fyne-io/systray) from 1.12.0 to 1.12.1.
- [Changelog](https://github.com/fyne-io/systray/blob/master/CHANGELOG.md)
- [Commits](https://github.com/fyne-io/systray/compare/v1.12.0...v1.12.1)

---
updated-dependencies:
- dependency-name: fyne.io/systray
  dependency-version: 1.12.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2026-05-08 10:47:29 +08:00
Mauro
1c25dcd239
build(go): bump Go to 1.25.10 to fix stdlib vulnerabilities (#2818) 2026-05-08 09:33:17 +08:00
afjcjsbx
0ac8703e0f docs(tests): document integration test strategy 2026-05-07 20:45:05 +02:00
afjcjsbx
131f33f084 fix(tests): add t.Parallel() to mcp streamable subtests 2026-05-07 20:39:53 +02:00
afjcjsbx
6dd30a0c77 fix(ci): ensure go binary resolution and correct command execution 2026-05-07 20:31:57 +02:00
afjcjsbx
7a8d7fb218 fix(scripts): allow command expansion in integration runner 2026-05-07 20:28:07 +02:00
afjcjsbx
703f630f33 fix(ci): define golang image and volumes for integration-runner 2026-05-07 19:44:06 +02:00
Mauro
2834db13de
Merge pull request #2801 from sipeed/dependabot/go_modules/github.com/google/jsonschema-go-0.4.3
build(deps): bump github.com/google/jsonschema-go from 0.4.2 to 0.4.3
2026-05-07 19:28:26 +02:00
dependabot[bot]
e948106d50
build(deps): bump github.com/google/jsonschema-go from 0.4.2 to 0.4.3
Bumps [github.com/google/jsonschema-go](https://github.com/google/jsonschema-go) from 0.4.2 to 0.4.3.
- [Release notes](https://github.com/google/jsonschema-go/releases)
- [Commits](https://github.com/google/jsonschema-go/compare/v0.4.2...0.4.3)

---
updated-dependencies:
- dependency-name: github.com/google/jsonschema-go
  dependency-version: 0.4.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-05-07 17:24:06 +00:00
afjcjsbx
6e8590900b fix(mcp): support streamable HTTP alias and request-response mode 2026-05-07 19:24:02 +02:00
afjcjsbx
b8f4257cee fix(agent): filter discovery by spawn permissions 2026-05-07 18:26:09 +02:00
afjcjsbx
96fd887cad fix(agent): match MCP server allowlists case-insensitively 2026-05-07 18:17:37 +02:00
afjcjsbx
dd8e247550 fix(agent): align MCP prompt registration with tool allowlist 2026-05-07 14:01:43 +02:00
afjcjsbx
27bd816b1c fix(agent): validate AGENT tool declarations from registry 2026-05-07 13:49:23 +02:00
afjcjsbx
f1f6e1131b removed unused code 2026-05-07 13:20:39 +02:00
afjcjsbx
6f6270b39d Merge upstream/main into feat/agent-discovery-prompt 2026-05-07 13:16:30 +02:00
ex-takashima
41d6156dce style(line): shorten long line for golines linter
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-07 16:48:45 +09:00
ex-takashima
ad78ba06ea fix(line): close HTTP response body from WithHttpInfo calls
Fix bodyclose linter errors by ensuring resp.Body is closed
after all *WithHttpInfo SDK calls.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-07 16:41:19 +09:00
ex-takashima
9b7fc7aa6c fix(line): classify SDK errors with HTTP status and add client timeout
Address review feedback:
- Use *WithHttpInfo SDK variants to get HTTP response status codes
- Map status codes via ClassifySendError (429→ErrRateLimit, 5xx→ErrTemporary, 4xx→ErrSendFailed)
- Fall back to ClassifyNetError for network-level failures
- Configure SDK with 30s timeout HTTP client

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-07 16:23:33 +09:00
hehaijunandhenry
e7c0dc821a Merge remote-tracking branch 'remotes/upstream/main' 2026-05-07 14:39:29 +08:00
美電球
658961b728
Merge pull request #2531 from is-Xiaoen/feat/delegate-tool
feat(tools): add delegate tool for cross-agent task handoff
2026-05-07 11:25:41 +08:00
Mauro
788cda5c7a
Merge pull request #2762 from afjcjsbx/feat/stop-command
feat(agent): stop command
2026-05-06 18:19:14 +02:00
SiYue
e304dce40e docs: sync all documentation to V3 config format
- Replace config/config.example.json with V3 format (version: 3, api_keys array, channel_list)
- Update config-versioning.md: version 2→3, ConfigV2→ConfigV3, CurrentVersion=3
- Update 7 project READMEs: api_key→api_keys, add version: 3 to quick-start examples
- Update 12 security docs (ANTIGRAVITY_AUTH + credential_encryption): api_key→api_keys
- Update provider-refactoring.md: api_key→api_keys in all config examples
- Update security_configuration.md: api_key→api_keys in Before example
- Update 3 channel docs: channels→channel_list in JSON examples
2026-05-06 18:02:46 +08:00
LC
81a050555d
feat(provider,web,asr): enhance model management with explicit provider metadata (#2701)
* feat(provider,web): enhance model management with provider options

* fix(asr): enhance compatibility for ElevenLabs transcription model

* fix(provider,web): align provider availability predicates and add flow gating

* fix(web,asr): preserve legacy elevenlabs transcription configs

* fix(provider,web,asr): normalize elevenlabs configs and gate default chat models

* fix: tighten provider catalog and elevenlabs compatibility
2026-05-06 16:06:49 +08:00
openapphub
4d3070e849
fix(web): 兼容 HTTP 环境复制按钮 (#2712)
Co-authored-by: openapphub <175949671+openapphub@users.noreply.github.com>
2026-05-06 14:44:36 +08:00
dependabot[bot]
e3a05bd36d
build(deps): bump @tailwindcss/vite from 4.2.2 to 4.2.4 in /web/frontend (#2734)
Bumps [@tailwindcss/vite](https://github.com/tailwindlabs/tailwindcss/tree/HEAD/packages/@tailwindcss-vite) from 4.2.2 to 4.2.4.
- [Release notes](https://github.com/tailwindlabs/tailwindcss/releases)
- [Changelog](https://github.com/tailwindlabs/tailwindcss/blob/main/CHANGELOG.md)
- [Commits](https://github.com/tailwindlabs/tailwindcss/commits/v4.2.4/packages/@tailwindcss-vite)

---
updated-dependencies:
- dependency-name: "@tailwindcss/vite"
  dependency-version: 4.2.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2026-05-06 14:32:00 +08:00
dependabot[bot]
0977f59fee
build(deps): bump github.com/larksuite/oapi-sdk-go/v3 (#2736)
Bumps [github.com/larksuite/oapi-sdk-go/v3](https://github.com/larksuite/oapi-sdk-go) from 3.5.4 to 3.6.1.
- [Release notes](https://github.com/larksuite/oapi-sdk-go/releases)
- [Changelog](https://github.com/larksuite/oapi-sdk-go/blob/v3_main/changelog.md)
- [Commits](https://github.com/larksuite/oapi-sdk-go/compare/v3.5.4...v3.6.1)

---
updated-dependencies:
- dependency-name: github.com/larksuite/oapi-sdk-go/v3
  dependency-version: 3.6.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2026-05-06 14:27:14 +08:00
dependabot[bot]
00742b0196
build(deps): bump @tanstack/react-router in /web/frontend (#2733)
Bumps [@tanstack/react-router](https://github.com/TanStack/router/tree/HEAD/packages/react-router) from 1.168.23 to 1.169.2.
- [Release notes](https://github.com/TanStack/router/releases)
- [Changelog](https://github.com/TanStack/router/blob/main/packages/react-router/CHANGELOG.md)
- [Commits](https://github.com/TanStack/router/commits/@tanstack/react-router@1.169.2/packages/react-router)

---
updated-dependencies:
- dependency-name: "@tanstack/react-router"
  dependency-version: 1.168.26
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2026-05-06 14:17:21 +08:00
dependabot[bot]
0419497c72
build(deps): bump i18next from 26.0.7 to 26.0.8 in /web/frontend (#2732)
Bumps [i18next](https://github.com/i18next/i18next) from 26.0.7 to 26.0.8.
- [Release notes](https://github.com/i18next/i18next/releases)
- [Changelog](https://github.com/i18next/i18next/blob/master/CHANGELOG.md)
- [Commits](https://github.com/i18next/i18next/compare/v26.0.7...v26.0.8)

---
updated-dependencies:
- dependency-name: i18next
  dependency-version: 26.0.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-05-06 14:14:08 +08:00
dependabot[bot]
864bfa1cef
build(deps-dev): bump typescript-eslint in /web/frontend (#2730)
Bumps [typescript-eslint](https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/typescript-eslint) from 8.59.0 to 8.59.1.
- [Release notes](https://github.com/typescript-eslint/typescript-eslint/releases)
- [Changelog](https://github.com/typescript-eslint/typescript-eslint/blob/main/packages/typescript-eslint/CHANGELOG.md)
- [Commits](https://github.com/typescript-eslint/typescript-eslint/commits/v8.59.1/packages/typescript-eslint)

---
updated-dependencies:
- dependency-name: typescript-eslint
  dependency-version: 8.59.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
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2026-05-06 14:12:19 +08:00
dependabot[bot]
c0bc8a3f9d
build(deps): bump tailwindcss from 4.2.2 to 4.2.4 in /web/frontend (#2729)
Bumps [tailwindcss](https://github.com/tailwindlabs/tailwindcss/tree/HEAD/packages/tailwindcss) from 4.2.2 to 4.2.4.
- [Release notes](https://github.com/tailwindlabs/tailwindcss/releases)
- [Changelog](https://github.com/tailwindlabs/tailwindcss/blob/main/CHANGELOG.md)
- [Commits](https://github.com/tailwindlabs/tailwindcss/commits/v4.2.4/packages/tailwindcss)

---
updated-dependencies:
- dependency-name: tailwindcss
  dependency-version: 4.2.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-05-06 14:10:28 +08:00
Diego Fornalha
96621eff21
feat(i18n): add Portuguese (Brazil) locale (#2037)
* feat(i18n): add Portuguese (Brazil) locale

Add pt-BR as the third supported language in the Web UI, alongside
English and Chinese. The browser language detector will auto-select
PT-BR for Portuguese-speaking users.

Changes:
- Add web/frontend/src/i18n/locales/pt-br.json with full translation
- Register pt-BR resource and dayjs locale in i18n/index.ts
- Add "Português (Brasil)" option to language selector dropdown

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore(i18n): refresh pt-br locale to match current en.json keys

Add 194 new keys (skills marketplace, tour, launcher login/setup, chat
disabled placeholders, web search tools, dashboard password, etc.) and
remove 15 outdated keys so pt-br.json now mirrors en.json (601/601 keys).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-06 11:33:39 +08:00
afjcjsbx
a7e52e8a25 fix(agent): drain scoped follow-up queue when pending stop skips turn startup 2026-05-05 19:24:15 +02:00
Mauro
eb4e187550
Merge pull request #2767 from afjcjsbx/fix/leaf-summary-target-validation
fix(seahorse): enforce target token thresholds for leaf summaries
2026-05-05 19:09:06 +02:00
Mauro
0129da1c8e
Merge pull request #2773 from zhangxinping666/codex/fix-telegram-svg-media
fix(agent): send SVG attachments as files
2026-05-05 14:12:34 +02:00
xp
d601b75268 fix(agent): send SVG attachments as files 2026-05-05 19:36:09 +08:00
Mauro
5745957429
Merge pull request #2731 from sipeed/dependabot/go_modules/github.com/aws/aws-sdk-go-v2/service/bedrockruntime-1.50.6
build(deps): bump github.com/aws/aws-sdk-go-v2/service/bedrockruntime from 1.50.5 to 1.50.6
2026-05-04 22:07:36 +02:00
Mauro
ba4abff4a4
Merge pull request #2670 from david1gp/fix/tool-feedback-pretty-print
feat(agent): add pretty_print and disable_escape_html options for tool feedback
2026-05-04 21:47:32 +02:00
afjcjsbx
a1b55fd4f9 fix(seahorse): enforce target token thresholds for leaf summaries 2026-05-04 14:10:42 +02:00
afjcjsbx
d63430ab33 fix(agent): don't arm pending stop when /stop targets idle session 2026-05-04 13:10:02 +02:00
美電球
71c49812ae
Merge pull request #2764 from alexhoshina/main
fix(agent): use runtime event kind for LLM retry
2026-05-04 15:48:11 +08:00
afjcjsbx
7a1f5fe8b9 fix test 2026-05-04 09:06:39 +02:00
Hoshina
057683d94c fix(agent): use runtime event kind for LLM retry 2026-05-04 15:06:34 +08:00
afjcjsbx
a0245c7b02 feat(agent): stop command 2026-05-04 08:41:29 +02:00
afjcjsbx
f3ef7090c5 feat(agent): stop command 2026-05-04 08:41:17 +02:00
Mauro
be67aed4dc
Merge pull request #2677 from alexhoshina/feat/runtime-events-plan
Feat/runtime events
2026-05-03 23:15:25 +02:00
Mauro
f4a5d6e808
Merge pull request #2682 from dtapps/fix/docs-agent-defaults-model-format
docs: fix agents.defaults model configuration format
2026-05-03 23:14:26 +02:00
dependabot[bot]
330aa297e2
build(deps): bump github.com/aws/aws-sdk-go-v2/service/bedrockruntime
Bumps [github.com/aws/aws-sdk-go-v2/service/bedrockruntime](https://github.com/aws/aws-sdk-go-v2) from 1.50.5 to 1.50.6.
- [Release notes](https://github.com/aws/aws-sdk-go-v2/releases)
- [Commits](https://github.com/aws/aws-sdk-go-v2/compare/service/ssm/v1.50.5...service/ecr/v1.50.6)

---
updated-dependencies:
- dependency-name: github.com/aws/aws-sdk-go-v2/service/bedrockruntime
  dependency-version: 1.50.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-05-03 18:30:21 +00:00
Mauro
4e8bd73a58
Merge pull request #2735 from sipeed/dependabot/go_modules/github.com/aws/aws-sdk-go-v2/config-1.32.17
build(deps): bump github.com/aws/aws-sdk-go-v2/config from 1.32.16 to 1.32.17
2026-05-03 20:27:49 +02:00
Mauro
828a7cba70
Merge pull request #2681 from afjcjsbx/fix/gemini-mcp-schema-sanitization
fix(mcp): sanitize MCP tool schemas for Gemini function calling
2026-05-03 20:25:35 +02:00
Mauro
490d90749c
Merge pull request #2717 from LiusCraft/feat/deepseek-vision-unsupported-error
feat: add DeepSeek vision unsupported error detection
2026-05-03 20:24:56 +02:00
Mauro
272dee3fca
Merge pull request #2669 from david1gp/fix/network-error-retry
feat(agent): add network error retry with configurable max retries and backoff
2026-05-03 20:18:18 +02:00
BeaconCat
a94ba82181
chore: update WeChat group QR code (#2747)
Co-authored-by: BeaconCat <BeaconCat@users.noreply.github.com>
2026-05-02 16:55:53 +08:00
lc6464
b00ff5bc5d
fix(openai_compat): parse reasoning_content in streaming responses 2026-05-01 15:20:35 +08:00
dependabot[bot]
b792d8b77b
build(deps): bump github.com/aws/aws-sdk-go-v2/config
Bumps [github.com/aws/aws-sdk-go-v2/config](https://github.com/aws/aws-sdk-go-v2) from 1.32.16 to 1.32.17.
- [Release notes](https://github.com/aws/aws-sdk-go-v2/releases)
- [Commits](https://github.com/aws/aws-sdk-go-v2/compare/config/v1.32.16...config/v1.32.17)

---
updated-dependencies:
- dependency-name: github.com/aws/aws-sdk-go-v2/config
  dependency-version: 1.32.17
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
2026-04-30 17:19:52 +00:00
lxowalle
6e1fab80e2
Fix/build macos launcher failed (#2724)
* fix(release): drop stale launcher tui goreleaser target

* * delete unused file
2026-04-30 22:48:32 +08:00
Andy Lo-A-Foe
b03fa61764 test(bedrock): add unit tests for ChatStream/parseStreamResponse
Tests cover: text-only streaming with chunk accumulation, tool call
parsing with fragmented JSON, mixed text+tool responses, context
cancellation, invalid JSON fallback to raw payload, nil stream guard,
default finish reason, and all stop reason mappings.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-29 21:17:16 +02:00
Andy Lo-A-Foe
ad5232ade8 feat(bedrock): implement StreamingProvider for real-time token streaming
Adds ConverseStream API support to the Bedrock provider, implementing
the StreamingProvider interface. Tokens flow via onChunk callback for
real-time delivery to streaming-capable channels.

- Extract buildConverseParams to share request logic between Chat and ChatStream
- Add converseStreamReader interface for testability
- Preserve raw payload in Arguments on JSON parse failure
- Ensure Function.Arguments is always valid JSON
- Streaming timeout only applied when explicitly configured
- Capture stream Close() errors for diagnostics
- Consistent "bedrock conversestream" / "bedrock:" log prefixes

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-29 21:17:16 +02:00
LiusCraft
1722cfc282 feat: add DeepSeek vision unsupported error detection
Add detection for 'unknown variant' + 'image_url' error pattern used by
DeepSeek and other strict providers when vision is not supported.
These providers reject the image_url field at the JSON schema level
rather than returning a semantic 'not supported' message.
2026-04-30 02:24:29 +08:00
hehaijunandhenry
5c0492900e add MQTT channel support 2026-04-29 18:27:33 +08:00
afjcjsbx
23df824c77 fix test 2026-04-27 21:27:02 +02:00
afjcjsbx
87ee76b117 Merge remote-tracking branch 'origin/fix/gemini-mcp-schema-sanitization' into fix/gemini-mcp-schema-sanitization 2026-04-27 21:18:29 +02:00
afjcjsbx
7b3e800407 fix test 2026-04-27 21:18:19 +02:00
Mauro
c731ecdc74
Merge branch 'main' into fix/gemini-mcp-schema-sanitization 2026-04-27 21:14:25 +02:00
afjcjsbx
cd7717bc15 feat(tool): tool schema semplification 2026-04-27 21:10:30 +02:00
David Siewert
e656ddf5bb fix: align struct tag spacing in AgentDefaults config 2026-04-27 16:47:28 +06:00
David Siewert
38baf1ccd0 fix(agent): normalize nil args and improve error handling in FormatArgsJSON
- Return fmt.Sprintf fallback instead of {} on encoding errors to preserve visibility
- Normalize nil to empty map in FormatArgsJSON for consistent output
- Remove redundant nil check in toolFeedbackArgsPreview wrapper
- Update test expectation: nil args now return {} not null
2026-04-27 16:31:20 +06:00
David Siewert
8dca2a1319 fix: improve error handling and nil consistency in FormatArgsJSON
- Use fmt.Sprintf fallback instead of {} on encoding errors
- Normalize nil args to {} in FormatArgsJSON for consistent output
- Update tests to expect {} instead of null for nil args

Based on PR #2670 review feedback from afjcjsbx
2026-04-27 16:05:10 +06:00
David Siewert
97b1c3efec fix duplicate toolFeedbackArgsPreview function declaration 2026-04-27 15:42:18 +06:00
ex-takashima
188ee24d2e Merge remote-tracking branch 'origin/main' into refactor/line-sdk
# Conflicts:
#	go.mod
#	go.sum
2026-04-27 17:47:41 +09:00
Hoshina
78fd080189 fix(events): keep runtime observers non-blocking
Add a non-blocking runtime publish path and switch hot-path publishers to it.

Enforce subscription timeout boundaries, keep ordered subscriber snapshots up to date on subscribe changes, expose all runtime kinds to process hooks, add safe log attrs for non-agent events, and close the gateway message bus on full shutdown.
2026-04-27 13:09:03 +08:00
dtapps
f62e8621fc docs: fix agents.defaults model configuration format
Change incorrect object format model.primary/fallbacks to correct
flat format model_name/model_fallbacks in Agent defaults example.

The AgentDefaults struct does not support the object format used
in AgentConfig, so the documentation example was misleading.
2026-04-27 09:30:11 +08:00
afjcjsbx
4eeb69688e fix lint 2026-04-26 22:33:35 +02:00
afjcjsbx
1ff8a418f6 fix(mcp): sanitize MCP tool schemas for Gemini function calling 2026-04-26 22:23:55 +02:00
Hoshina
4d6337fd26 fix runtime event logger reload and shutdown 2026-04-26 19:28:26 +08:00
Hoshina
b3d9f86a01 feat(events): add configurable runtime event logging 2026-04-26 17:41:00 +08:00
Hoshina
f4a24614b8 docs(events): remove stale subturn event names
Replace leftover SubTurnOrphanResultEvent and short subturn event references with runtime event kinds in comments, tests, and hook design notes.

Validation: GOCACHE=/tmp/picoclaw-go-cache go test ./pkg/agent -run TestSpawnSubTurn_OrphanResultRouting; make lint
2026-04-26 17:04:38 +08:00
Hoshina
e613258fa5 feat(gateway): publish lifecycle runtime events
Emit gateway.start, gateway.ready, and gateway.shutdown on the shared runtime event bus, while keeping reload events on the same helper path.

Update subturn architecture docs to refer to runtime event kinds instead of the removed agent EventBus names.

Validation: GOCACHE=/tmp/picoclaw-go-cache go test ./pkg/gateway ./pkg/events; GOCACHE=/tmp/picoclaw-go-cache go test ./pkg/bus ./pkg/channels ./pkg/mcp ./pkg/tools/integration ./pkg/events ./pkg/gateway; make lint
2026-04-26 17:02:48 +08:00
Hoshina
795ee362ea refactor(events): emit agent runtime events directly
Remove the legacy EventKind/Event envelope mapping and let agent event emission build pkg/events.Event values directly.

Keep HookMeta as the shared hook metadata shape and preserve legacy observe string aliases by mapping them to runtime event kinds.

Validation: GOCACHE=/tmp/picoclaw-go-cache go test ./pkg/agent; make lint
2026-04-26 16:55:02 +08:00
Hoshina
b954e6b8dc refactor(events): remove legacy agent event bus
Drop the old agent EventBus, SubscribeEvents/EventDrops public surface, legacy hook observer dispatch, and hook.event process notification path. Agent observations now flow through pkg/events runtime events.

Validation: go test ./pkg/agent; make lint
2026-04-26 16:39:35 +08:00
Hoshina
fce800414d docs(events): align hook design with runtime observation
Mark the original hook design as an early record and update observer examples to pkg/events runtime events and hook.runtime_event.

Validation: make lint
2026-04-26 16:33:18 +08:00
Hoshina
b2249df3ea refactor(events): split agent event payload types
Move agent domain event payload structs out of the legacy event envelope file so the remaining EventKind/Event/EventMeta compatibility layer can be removed independently later.

Validation: go test ./pkg/agent; make lint
2026-04-26 16:31:52 +08:00
Hoshina
6e8a81bfbf test(events): prefer runtime hook observation
Use RuntimeEventObserver for the normal in-process hook observer path and make the process-hook helper assert hook.runtime_event notifications.

Validation: go test ./pkg/agent; make lint
2026-04-26 16:28:41 +08:00
Hoshina
dc80e8f5f2 test(events): migrate agent tests to runtime events
Move AgentLoop event assertions to the runtime event stream and keep the legacy SubscribeEvents test only for dual-publish compatibility.

Validation: go test ./pkg/agent; make lint
2026-04-26 16:23:58 +08:00
Hoshina
d9717b5632 refactor(events): start runtime event consumer migration
Deprecate the legacy agent event APIs and add a runtime event test helper, then migrate the follow-up queued test to the runtime event stream.

Validation: go test ./pkg/agent; make lint
2026-04-26 16:11:09 +08:00
Hoshina
8caf9aeb2b feat(events): publish runtime service events
Migrate hook observation to runtime events and update the process hook notification protocol. Add runtime event publication for message bus failures, channel lifecycle/outbound flow, gateway reloads, MCP server state, and MCP tool calls.

Validation: go test ./pkg/events/... ./pkg/bus ./pkg/agent ./pkg/channels ./pkg/mcp ./pkg/tools/integration ./pkg/gateway; make lint
2026-04-26 16:05:10 +08:00
Hoshina
eedebabbea feat(events): add runtime event bus
Introduce pkg/events with filtered channels, subscription policies, backpressure, and stats. Wire AgentLoop to dual-publish legacy agent events into runtime events while preserving old event APIs.

Validation: go test ./pkg/events/... ./pkg/agent; go test -race ./pkg/events/...; make lint
2026-04-26 15:36:03 +08:00
David Siewert
f0dc709b17 fix(config): fix golines max-len for MaxLLMRetries field 2026-04-26 07:07:19 +06:00
David Siewert
4ddd650be4 align ToolFeedbackConfig field spacing 2026-04-26 07:06:36 +06:00
David Siewert
9bc702ebaf fix test: enable pretty_print in tool feedback test 2026-04-25 23:09:40 +06:00
David Siewert
612097b411 fix(config): align gci formatting for LLM retry fields 2026-04-25 23:01:45 +06:00
David Siewert
bdaff5cb69 Add pretty_print and disable_escape_html to tool_feedback defaults 2026-04-25 22:27:01 +06:00
David Siewert
1b2f8aac79 fix(config): align indentation for new LLM retry default fields 2026-04-25 22:12:41 +06:00
David Siewert
32c8b8ce6a chore(config): add default values for max_llm_retries and llm_retry_backoff_secs 2026-04-25 22:09:44 +06:00
David Siewert
d2f6a08981 fix(config): align gci formatting for MaxLLMRetries field 2026-04-25 22:07:16 +06:00
David Siewert
3c4523e7aa test(agent): add unit tests for network error retry backoff strategy
- Test all network error types trigger retry (connection_reset, broken_pipe, read_tcp, eof, connection_refused)
- Test custom MaxLLMRetries and LLMRetryBackoffSecs config is respected
- Test retry count limit (1 initial + maxRetries retries)
- Add countingErrorProvider mock for deterministic call count verification
2026-04-25 21:19:13 +06:00
David Siewert
fc89fea319 test(utils): add unit tests for FormatArgsJSON
Add tests for FormatArgsJSON covering:
- Default compact JSON output
- Pretty print formatting
- HTML escape disabling (preserves &&, <, >)
- Combined pretty print and escape disable
- Default HTML escaping behavior
- Nil args handling
2026-04-25 21:14:06 +06:00
David Siewert
bcc3d447a1 feat(agent): add pretty_print and disable_escape_html options for tool feedback
- Add PrettyPrint and DisableEscapeHTML config options to ToolFeedbackConfig
- Add FormatArgsJSON helper function with configurable pretty printing and HTML escaping
- Add toolFeedbackArgsPreviewWithOptions to pass formatting options
- Update pipeline_execute.go to use new formatting options for tool feedback

This fixes the issue where '&&' would be displayed as '\u0026' in tool
feedback messages and provides optional pretty-printing for better
readability.
2026-04-25 20:46:16 +06:00
David Siewert
06fad95719 feat(agent): add network error retry with configurable max retries and backoff
- Add isNetworkError detection for connection reset, broken pipe, read/write tcp, EOF
- Add retry logic with configurable exponential backoff for network errors
- Add config options max_llm_retries and llm_retry_backoff_secs in agents.defaults
- Network errors now retry with backoff (was previously not retried)
- Timeout errors now use configurable backoff instead of hardcoded 5s
- Default: 2 retries with 2s backoff (3 total attempts)
2026-04-25 19:08:46 +06:00
maxiaoyang
9f0f914ad7 Merge upstream/main into feat/delegate-tool
Resolves conflicts after the agent loop refactor on main:
- pkg/agent/loop.go was deleted upstream (logic split into agent.go,
  agent_init.go, pipeline.go, etc.); accepted the deletion.
- Moved the delegate tool registration block from the old loop.go
  into registerSharedTools in pkg/agent/agent_init.go, immediately
  after the spawn/spawn_status block. Logic and gating
  (len(registry.ListAgentIDs()) > 1) are unchanged.
- pkg/agent/subturn.go and pkg/agent/subturn_test.go merged cleanly
  on their own; TargetAgentID field, validation, registry lookup,
  and tests all preserved.

Verified locally:
- go build ./pkg/agent/... ./pkg/tools/...  clean
- go vet  clean
- TestDelegateTool* (17 cases) pass
- TestSpawnSubTurn_TargetAgentID_* (3 cases) pass
- TestDelegateToolRegistered_MultiAgent / _SingleAgent pass
- full pkg/agent + pkg/tools test suites green
2026-04-25 17:17:03 +08:00
xiaoen
a34120b821 test(agent): assert child turn uses target agent model
Replace generic mockProvider with modelRecordingProvider that captures
the model parameter passed to Chat(). After delegation from alpha to
beta, assert the recorded model is "model-beta" — proving the child
turn actually ran with the target agent's configuration, not the
caller's.

Also add wiring tests:
- TestDelegateToolNotRegistered_SingleAgent: single-agent has no
  delegate in its tool registry
- TestDelegateToolRegistered_MultiAgent: both agents in a two-agent
  setup have the delegate tool

Ref: #2148
2026-04-15 22:27:05 +08:00
xiaoen
6ee66123f2 refactor(agent): simplify delegate registration gate
Remove the IsToolEnabled("delegate") check — there is no "delegate"
entry in ToolsConfig, so the check was always true. The only real
gate is len(agents) > 1, which is the intended behavior: delegate
is auto-registered in multi-agent setups.

Ref: #2148
2026-04-15 22:24:47 +08:00
xiaoen
6db17b8211 test(tools): verify normalization prevents self-delegation bypass
Add table-driven test with case and whitespace variants (ALPHA,
" Alpha ", "  alpha  ") that should all be caught by the self-check
after normalization.

Ref: #2148
2026-04-15 22:23:47 +08:00
xiaoen
df486b9939 fix(tools): normalize agent_id before self-check and delegation
Apply routing.NormalizeAgentID to the raw agent_id input before any
logic runs. This prevents case/whitespace variants like "ALPHA" or
" alpha " from bypassing the self-delegation guard while still
resolving to the same agent in the registry.

The normalized value is used consistently for self-check, allowlist,
SpawnSubTurn, and result attribution.

Ref: #2148
2026-04-15 22:23:17 +08:00
ex-takashima
5b0c9e2708 Merge remote-tracking branch 'origin/main' into refactor/line-sdk
# Conflicts:
#	pkg/channels/line/line.go
2026-04-15 23:07:04 +09:00
xiaoen
039f35563e feat(agent): wire delegate tool registration for multi-agent setups
Register the delegate tool in registerSharedTools when multiple agents
are configured. Gated independently from the subagent tool — delegate
uses SubTurn directly and does not depend on SubagentManager.

Self-delegation is prevented by injecting the current agent ID.
Permission is enforced via CanSpawnSubagent (reuses allow_agents config).

Single-agent setups are unaffected: the tool is not registered when
only one agent exists in the registry.

Ref: #2148
2026-04-15 21:29:29 +08:00
xiaoen
0ff78fa53f test(tools): add delegate tool unit tests
12 test cases covering:
- success path with result attribution
- agent_id validation (missing, empty, whitespace, wrong type)
- task validation (missing, empty, whitespace)
- permission denied / allowed via allowlist checker
- self-delegation blocked
- nil spawner, spawner error, nil result from spawner
- open access when no allowlist checker is set

Ref: #2148
2026-04-15 21:28:54 +08:00
xiaoen
484ef399f1 feat(tools): add delegate tool for synchronous cross-agent task handoff
delegate(agent_id, task) hands off a task to a named agent and blocks
until the result is ready. The target agent runs with its own config
via the TargetAgentID mechanism in SubTurnConfig.

Key behaviors:
- Self-delegation explicitly rejected
- Permission gated by subagents.allow_agents (D4)
- Spawner errors preserve the underlying error via WithError
- Nil result from spawner handled gracefully
- Response attributed with target agent ID

Ref: #2148
2026-04-15 21:28:31 +08:00
xiaoen
c8335bfd47 test(agent): verify TargetAgentID resolves to correct agent instance
Add multi-agent test setup (newMultiAgentLoop) with two agents using
distinct models (model-alpha, model-beta).

Three new tests:
- UsesTargetAgent: parent=alpha delegates to beta, event log confirms
  child runs as agent_id=beta with model=model-beta
- NotFound: TargetAgentID pointing to nonexistent agent returns error
- EmptyModelAccepted: empty Model field accepted when TargetAgentID
  provides the model implicitly

Ref: #2148
2026-04-15 21:27:39 +08:00
xiaoen
c47f5fd2c4 feat(agent): add TargetAgentID to SubTurnConfig for cross-agent delegation
When TargetAgentID is set, spawnSubTurn resolves the target AgentInstance
from the registry and uses it as the base for the child turn. This gives
the child turn the target's workspace, model, tools, and system prompt
instead of inheriting from the caller.

Model validation is relaxed: empty Model is accepted when TargetAgentID
provides the model implicitly via the resolved agent instance.

Ref: #2148
2026-04-15 21:27:13 +08:00
ex-takashima
fe51cd504f refactor(line): use official LINE Bot SDK v8
Replace hand-rolled HTTP/HMAC/JSON code (~270 lines) with the official
line-bot-sdk-go v8, reducing maintenance burden and eliminating potential
bugs in signature verification, request construction, and response parsing.

This continues the work started in #500 by @xiaket, addressing all review
feedback and rebasing onto current main.

Changes:
- Replace bytes/crypto/json/io imports with line-bot-sdk-go/v8
- Use webhook.ParseRequest for body reading + signature verification
- Use messaging_api.MessagingApiAPI for ReplyMessage/PushMessage/ShowLoadingAnimation/GetBotInfo
- Type-switch on webhook.MessageEvent message types (TextMessageContent,
  ImageMessageContent, etc.) instead of JSON unmarshalling
- Type-switch on webhook.SourceInterface (UserSource/GroupSource/RoomSource)
- Type-switch on webhook.Mentionee (UserMentionee/AllMentionee)

Review feedback addressed (from #500):
- Use WithContext(ctx) on all SDK calls to preserve cancellation/timeout
- Fix variable shadowing of isMentioned (declared at function scope)
- Remove reflect-based message ID extraction (use type switch + msg.Id)
- Use mentionee.IsSelf for cleaner bot mention detection
- Preserve body size security check via http.MaxBytesReader before
  webhook.ParseRequest (compatible with #1413)

All existing tests pass without modification.
2026-04-08 00:38:55 +09:00
afjcjsbx
765a165475 fix(agent): warn on unknown frontmatter capabilities 2026-03-29 23:48:06 +02:00
afjcjsbx
abeb2d8e0a fix(agent): fall back to first AGENT line for discovery 2026-03-29 23:44:41 +02:00
afjcjsbx
f5f1dc9808 fix(agent): load only allowed MCP servers 2026-03-29 23:43:35 +02:00
afjcjsbx
409251e69d fix(agent): fail closed on invalid AGENT frontmatter 2026-03-29 23:41:32 +02:00
afjcjsbx
847218ef29 refactor(agent): added mcp allowlist 2026-03-29 23:22:47 +02:00
afjcjsbx
0ef25f779e refactor(agent): move delegation details out of discovery prompt 2026-03-29 22:57:57 +02:00
afjcjsbx
6429f6af9a refactor(agent): source discovery identity from AGENT.md frontmatter 2026-03-29 22:43:20 +02:00
afjcjsbx
bca131909d fix lint 2026-03-29 14:27:22 +02:00
afjcjsbx
07748bf076 chore: revert unrelated golines formatting 2026-03-29 14:06:19 +02:00
afjcjsbx
3b173c0bee feat(agent): add multi-agent discovery prompt and per-agent 2026-03-29 13:58:19 +02:00
338 changed files with 43236 additions and 3919 deletions

View file

@ -5,7 +5,18 @@ on:
branches: [ "main" ]
jobs:
integration:
name: Integration Tests
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v6
- name: Run Docker-backed integration suites
run: bash ./scripts/run-integration-tests.sh
build:
needs: integration
runs-on: ubuntu-latest
steps:
- name: Checkout

View file

@ -74,10 +74,7 @@ jobs:
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to Docker Hub
if: env.DOCKERHUB_USERNAME != ''
uses: docker/login-action@v4
env:
DOCKERHUB_USERNAME: ${{ secrets.DOCKERHUB_USERNAME }}
with:
registry: docker.io
username: ${{ secrets.DOCKERHUB_USERNAME }}
@ -89,10 +86,6 @@ jobs:
- name: Create local tag for GoReleaser
run: git tag "${{ steps.version.outputs.version }}"
- name: Lowercase owner for Docker tags
id: repo
run: echo "owner=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> "$GITHUB_OUTPUT"
- name: Run GoReleaser
uses: goreleaser/goreleaser-action@v7
with:
@ -101,7 +94,7 @@ jobs:
args: release --clean
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
REPO_OWNER: ${{ steps.repo.outputs.owner }}
GITHUB_REPOSITORY_OWNER: ${{ github.repository_owner }}
DOCKERHUB_IMAGE_NAME: ${{ vars.DOCKERHUB_REPOSITORY }}
GOVERSION: ${{ steps.setup-go.outputs.go-version }}
GORELEASER_CURRENT_TAG: ${{ steps.version.outputs.version }}
@ -151,160 +144,3 @@ jobs:
--prerelease \
--latest=false \
"${ASSETS[@]}"
build-macos-launcher:
name: Build macOS Launcher (${{ matrix.arch_name }})
runs-on: macos-latest
permissions:
contents: read
strategy:
matrix:
include:
- goarch: arm64
arch_name: arm64
- goarch: amd64
arch_name: x86_64
steps:
- name: Checkout
uses: actions/checkout@v6
with:
fetch-depth: 0
- name: Setup Go from go.mod
uses: actions/setup-go@v6
with:
go-version-file: go.mod
- name: Setup pnpm
uses: pnpm/action-setup@v6
with:
version: 10.33.0
run_install: false
- name: Setup Node.js
uses: actions/setup-node@v6
with:
node-version: 22
cache: pnpm
cache-dependency-path: web/frontend/pnpm-lock.yaml
- name: Build frontend
run: |
cd web/frontend
CI=true pnpm install --frozen-lockfile
pnpm build:backend
- name: Compute version
id: version
run: |
DATE=$(date -u +%Y%m%d)
SHA=$(git rev-parse --short=8 HEAD)
BASE_VERSION=$(git describe --tags --match "v*" --exclude "*nightly*" --abbrev=0 2>/dev/null || true)
if [ -z "$BASE_VERSION" ] || [ "$BASE_VERSION" = "v0.0.0" ]; then
VERSION="v0.0.0-nightly.${DATE}.${SHA}"
else
VERSION="${BASE_VERSION}-nightly.${DATE}.${SHA}"
fi
echo "version=${VERSION}" >> "$GITHUB_OUTPUT"
- name: Build picoclaw-launcher with CGO
env:
CGO_ENABLED: "1"
GOOS: darwin
GOARCH: ${{ matrix.goarch }}
run: |
SDK_PATH=$(xcrun --show-sdk-path)
export CGO_CFLAGS="-isysroot ${SDK_PATH} -mmacosx-version-min=11.0"
export CGO_LDFLAGS="-isysroot ${SDK_PATH}"
go generate ./...
go build -tags "goolm,stdjson" \
-ldflags "-s -w \
-X github.com/sipeed/picoclaw/pkg/config.Version=${{ steps.version.outputs.version }} \
-X github.com/sipeed/picoclaw/pkg/config.GitCommit=$(git rev-parse --short HEAD) \
-X github.com/sipeed/picoclaw/pkg/config.BuildTime=$(date -u +%Y-%m-%dT%H:%M:%SZ)" \
-o picoclaw-launcher-cgo \
./web/backend
- name: Sign and notarize launcher binary
if: env.MACOS_SIGN_P12 != ''
env:
MACOS_SIGN_P12: ${{ secrets.MACOS_SIGN_P12 }}
MACOS_SIGN_PASSWORD: ${{ secrets.MACOS_SIGN_PASSWORD }}
MACOS_NOTARY_ISSUER_ID: ${{ secrets.MACOS_NOTARY_ISSUER_ID }}
MACOS_NOTARY_KEY_ID: ${{ secrets.MACOS_NOTARY_KEY_ID }}
MACOS_NOTARY_KEY: ${{ secrets.MACOS_NOTARY_KEY }}
run: |
cleanup() {
rm -rf .venv-rcodesign
rm -f cert.p12 notary-key.p8
}
trap cleanup EXIT
python3 -m venv .venv-rcodesign
./.venv-rcodesign/bin/python -m pip install --upgrade pip
./.venv-rcodesign/bin/python -m pip install rcodesign
echo "$MACOS_SIGN_P12" | base64 -d > cert.p12
./.venv-rcodesign/bin/rcodesign sign \
--p12-file cert.p12 \
--p12-password "$MACOS_SIGN_PASSWORD" \
picoclaw-launcher-cgo
echo "$MACOS_NOTARY_KEY" > notary-key.p8
./.venv-rcodesign/bin/rcodesign notary-submit \
--api-key-path notary-key.p8 \
--api-issuer "$MACOS_NOTARY_ISSUER_ID" \
--wait \
picoclaw-launcher-cgo
- name: Upload launcher artifact
uses: actions/upload-artifact@v4
with:
name: macos-launcher-${{ matrix.arch_name }}
path: picoclaw-launcher-cgo
retention-days: 1
patch-macos-archives:
name: Patch macOS Archives
needs: [nightly, build-macos-launcher]
runs-on: ubuntu-latest
permissions:
contents: write
strategy:
matrix:
include:
- arch_name: arm64
- arch_name: x86_64
steps:
- name: Download launcher artifact
uses: actions/download-artifact@v4
with:
name: macos-launcher-${{ matrix.arch_name }}
- name: Patch darwin release archive
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
ARCHIVE_NAME="picoclaw_Darwin_${{ matrix.arch_name }}.tar.gz"
gh release download nightly \
--repo "${{ github.repository }}" \
--pattern "${ARCHIVE_NAME}" \
--dir ./patch-tmp
mkdir -p ./patch-extracted
tar xzf "./patch-tmp/${ARCHIVE_NAME}" -C ./patch-extracted
cp picoclaw-launcher-cgo ./patch-extracted/picoclaw-launcher
chmod +x ./patch-extracted/picoclaw-launcher
tar czf "${ARCHIVE_NAME}" -C ./patch-extracted .
gh release upload nightly \
--repo "${{ github.repository }}" \
"${ARCHIVE_NAME}" --clobber
echo "✅ Patched ${ARCHIVE_NAME} with CGO launcher (systray enabled)"

View file

@ -64,3 +64,13 @@ jobs:
- name: Run go test
run: go test -tags goolm,stdjson ./...
integration:
name: Integration Tests
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v6
- name: Run Docker-backed integration suites
run: bash ./scripts/run-integration-tests.sh

View file

@ -80,10 +80,7 @@ jobs:
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to Docker Hub
if: env.DOCKERHUB_USERNAME != ''
uses: docker/login-action@v4
env:
DOCKERHUB_USERNAME: ${{ secrets.DOCKERHUB_USERNAME }}
with:
registry: docker.io
username: ${{ secrets.DOCKERHUB_USERNAME }}
@ -92,10 +89,6 @@ jobs:
- name: Install zip
run: sudo apt-get install -y zip
- name: Lowercase owner for Docker tags
id: repo
run: echo "owner=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> "$GITHUB_OUTPUT"
- name: Run GoReleaser
uses: goreleaser/goreleaser-action@v7
with:
@ -104,7 +97,7 @@ jobs:
args: release --clean
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
REPO_OWNER: ${{ steps.repo.outputs.owner }}
GITHUB_REPOSITORY_OWNER: ${{ github.repository_owner }}
DOCKERHUB_IMAGE_NAME: ${{ vars.DOCKERHUB_REPOSITORY }}
GOVERSION: ${{ steps.setup-go.outputs.go-version }}
INCLUDE_ANDROID_BUNDLE: "true"
@ -123,155 +116,9 @@ jobs:
--draft=${{ inputs.draft }} \
--prerelease=${{ inputs.prerelease }}
build-macos-launcher:
name: Build macOS Launcher (${{ matrix.arch_name }})
runs-on: macos-latest
permissions:
contents: read
strategy:
matrix:
include:
- goarch: arm64
arch_name: arm64
- goarch: amd64
arch_name: x86_64
steps:
- name: Checkout tag
uses: actions/checkout@v6
with:
fetch-depth: 0
ref: ${{ inputs.tag }}
- name: Setup Go from go.mod
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
- name: Build frontend
run: |
cd web/frontend
CI=true pnpm install --frozen-lockfile
pnpm build:backend
- name: Build picoclaw-launcher with CGO
env:
CGO_ENABLED: "1"
GOOS: darwin
GOARCH: ${{ matrix.goarch }}
run: |
SDK_PATH=$(xcrun --show-sdk-path)
export CGO_CFLAGS="-isysroot ${SDK_PATH} -mmacosx-version-min=11.0"
export CGO_LDFLAGS="-isysroot ${SDK_PATH}"
go generate ./...
go build -tags "goolm,stdjson" \
-ldflags "-s -w \
-X github.com/sipeed/picoclaw/pkg/config.Version=${{ inputs.tag }} \
-X github.com/sipeed/picoclaw/pkg/config.GitCommit=$(git rev-parse --short HEAD) \
-X github.com/sipeed/picoclaw/pkg/config.BuildTime=$(date -u +%Y-%m-%dT%H:%M:%SZ)" \
-o picoclaw-launcher-cgo \
./web/backend
- name: Sign and notarize launcher binary
if: env.MACOS_SIGN_P12 != ''
env:
MACOS_SIGN_P12: ${{ secrets.MACOS_SIGN_P12 }}
MACOS_SIGN_PASSWORD: ${{ secrets.MACOS_SIGN_PASSWORD }}
MACOS_NOTARY_ISSUER_ID: ${{ secrets.MACOS_NOTARY_ISSUER_ID }}
MACOS_NOTARY_KEY_ID: ${{ secrets.MACOS_NOTARY_KEY_ID }}
MACOS_NOTARY_KEY: ${{ secrets.MACOS_NOTARY_KEY }}
run: |
cleanup() {
rm -rf .venv-rcodesign
rm -f cert.p12 notary-key.p8
}
trap cleanup EXIT
python3 -m venv .venv-rcodesign
./.venv-rcodesign/bin/python -m pip install --upgrade pip
./.venv-rcodesign/bin/python -m pip install rcodesign
echo "$MACOS_SIGN_P12" | base64 -d > cert.p12
./.venv-rcodesign/bin/rcodesign sign \
--p12-file cert.p12 \
--p12-password "$MACOS_SIGN_PASSWORD" \
picoclaw-launcher-cgo
echo "$MACOS_NOTARY_KEY" > notary-key.p8
./.venv-rcodesign/bin/rcodesign notary-submit \
--api-key-path notary-key.p8 \
--api-issuer "$MACOS_NOTARY_ISSUER_ID" \
--wait \
picoclaw-launcher-cgo
- name: Upload launcher artifact
uses: actions/upload-artifact@v4
with:
name: macos-launcher-${{ matrix.arch_name }}
path: picoclaw-launcher-cgo
retention-days: 1
patch-macos-archives:
name: Patch macOS Archives
needs: [release, build-macos-launcher]
runs-on: ubuntu-latest
permissions:
contents: write
strategy:
matrix:
include:
- arch_name: arm64
- arch_name: x86_64
steps:
- name: Download launcher artifact
uses: actions/download-artifact@v4
with:
name: macos-launcher-${{ matrix.arch_name }}
- name: Patch darwin release archive
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
TAG: ${{ inputs.tag }}
run: |
ARCHIVE_NAME="picoclaw_Darwin_${{ matrix.arch_name }}.tar.gz"
gh release download "${TAG}" \
--repo "${{ github.repository }}" \
--pattern "${ARCHIVE_NAME}" \
--dir ./patch-tmp
mkdir -p ./patch-extracted
tar xzf "./patch-tmp/${ARCHIVE_NAME}" -C ./patch-extracted
cp picoclaw-launcher-cgo ./patch-extracted/picoclaw-launcher
chmod +x ./patch-extracted/picoclaw-launcher
tar czf "${ARCHIVE_NAME}" -C ./patch-extracted .
gh release upload "${TAG}" \
--repo "${{ github.repository }}" \
"${ARCHIVE_NAME}" --clobber
echo "Patched ${ARCHIVE_NAME} with CGO launcher (systray enabled)"
upload-tos:
name: Upload to TOS
needs: [release, patch-macos-archives]
needs: release
if: ${{ inputs.upload_tos }}
uses: ./.github/workflows/upload-tos.yml
with:

View file

@ -108,8 +108,8 @@ dockers_v2:
ids:
- picoclaw
images:
- "ghcr.io/{{ .Env.REPO_OWNER }}/picoclaw"
- '{{ with .Env.DOCKERHUB_IMAGE_NAME }}docker.io/{{ . }}{{ end }}'
- "ghcr.io/{{ .Env.GITHUB_REPOSITORY_OWNER }}/picoclaw"
- 'docker.io/{{ .Env.DOCKERHUB_IMAGE_NAME }}'
tags:
- '{{ if isEnvSet "NIGHTLY_BUILD" }}nightly{{ else }}{{ .Tag }}{{ end }}'
- '{{ if isEnvSet "NIGHTLY_BUILD" }}nightly{{ else }}latest{{ end }}'
@ -124,8 +124,8 @@ dockers_v2:
- picoclaw
- picoclaw-launcher
images:
- "ghcr.io/{{ .Env.REPO_OWNER }}/picoclaw"
- '{{ with .Env.DOCKERHUB_IMAGE_NAME }}docker.io/{{ . }}{{ end }}'
- "ghcr.io/{{ .Env.GITHUB_REPOSITORY_OWNER }}/picoclaw"
- 'docker.io/{{ .Env.DOCKERHUB_IMAGE_NAME }}'
tags:
- '{{ if isEnvSet "NIGHTLY_BUILD" }}nightly-launcher{{ else }}{{ .Tag }}-launcher{{ end }}'
- '{{ if isEnvSet "NIGHTLY_BUILD" }}nightly-launcher{{ else }}launcher{{ end }}'
@ -178,7 +178,7 @@ nfpms:
{{- else if eq .Arch "arm" }}armv{{ .Arm }}
{{- else }}{{ .Arch }}{{ end }}
vendor: picoclaw
homepage: https://github.com/{{ .Env.REPO_OWNER }}/picoclaw
homepage: https://github.com/{{ .Env.GITHUB_REPOSITORY_OWNER }}/picoclaw
maintainer: picoclaw contributors
description: picoclaw - a tool for managing and running tasks
license: MIT

View file

@ -73,10 +73,13 @@ make check # Full pre-commit check: deps + fmt + vet + test + docs consist
```bash
make test # Run all tests
make integration-test # Run Docker-backed integration suites
go test -run TestName -v ./pkg/session/ # Run a single test
go test -bench=. -benchmem -run='^$' ./... # Run benchmarks
```
Docker-backed integration suites are auto-discovered from [`integration/suites/`](integration/suites/). See [`integration/README.md`](integration/README.md) for the suite layout and the conventions used by CI.
### Code Style
```bash

View file

@ -1,4 +1,4 @@
.PHONY: all build install uninstall clean help test build-all lint-docs
.PHONY: all build install uninstall clean help test integration-test build-all lint-docs
# Build variables
BINARY_NAME=picoclaw
@ -379,6 +379,10 @@ test: generate
@$(GO) test $(GOFLAGS) $$($(GO) list $(GOFLAGS) ./... | grep -v github.com/sipeed/picoclaw/web/)
@cd web && make test
## integration-test: Run Docker-backed integration test suites
integration-test:
@bash ./scripts/run-integration-tests.sh
## fmt: Format Go code
fmt:
@$(GOLANGCI_LINT) fmt

View file

@ -56,6 +56,14 @@
## 📢 News
2026-05-11 🛒 **LicheeRV-Claw on AliExpress!** You can now purchase LicheeRV-Claw from [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), making it easier to try PicoClaw on compact RISC-V hardware.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
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**!
@ -447,7 +455,7 @@ For full provider configuration details, see [Providers & Models](docs/guides/pr
## 💬 Channels (Chat Apps)
Talk to your PicoClaw through 18+ messaging platforms:
Talk to your PicoClaw through 19+ messaging platforms:
| Channel | Setup | Protocol | Docs |
|---------|-------|----------|------|
@ -465,6 +473,7 @@ Talk to your PicoClaw through 18+ messaging platforms:
| **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) |
| **MQTT** | Easy (broker + agent_id) | MQTT pub/sub | [Guide](docs/channels/mqtt/README.md) |
| **MaixCam** | Easy (enable) | TCP socket | [Guide](docs/channels/maixcam/README.md) |
| **Pico** | Easy (enable) | Native protocol | Built-in |
| **Pico Client** | Easy (WebSocket URL) | WebSocket | Built-in |
@ -484,7 +493,8 @@ PicoClaw can search the web to provide up-to-date information. Configure in `too
| Search Engine | API Key | Free Tier | Link |
|--------------|---------|-----------|------|
| DuckDuckGo | Not needed | Unlimited | Built-in fallback |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Required | 1000 queries/day | AI-powered, China-optimized |
| [Gemini Google Search](https://aistudio.google.com/apikey) | Required | Varies | Gemini with Google Search grounding |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Required | 1500/month (daily allocation) | AI-powered, China-optimized |
| [Tavily](https://tavily.com) | Required | 1000 queries/month | Optimized for AI Agents |
| [Brave Search](https://brave.com/search/api) | Required | 2000 queries/month | Fast and private |
| [Perplexity](https://www.perplexity.ai) | Required | Paid | AI-powered search |
@ -617,7 +627,7 @@ For detailed guides beyond this README:
| Topic | Description |
|-------|-------------|
| [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 |
| [Chat Apps](docs/guides/chat-apps.md) | All 18+ 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 |

BIN
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@ -74,7 +74,7 @@ func newAddCommand() *cobra.Command {
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.StringP("transport", "t", "stdio", "Transport type: stdio, http / streamable-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)")
@ -173,7 +173,7 @@ func parseAddArgs(args []string) (addOptions, string, string, []string, bool, er
}
func buildServerConfig(target string, args []string, opts addOptions) (config.MCPServerConfig, error) {
transport := strings.ToLower(strings.TrimSpace(opts.Transport))
transport := config.NormalizeMCPTransportType(opts.Transport)
if transport == "" {
transport = "stdio"
}

View file

@ -296,6 +296,47 @@ func TestMCPAddHTTPServer(t *testing.T) {
assert.Empty(t, server.Command)
}
func TestMCPAddSupportsStreamableHTTPAlias(t *testing.T) {
configPath := setupMCPConfigEnv(t)
cmd := NewMCPCommand()
_, err := executeCommand(cmd, []string{
"add",
"context7",
"--transport",
"streamable-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)
}
func TestSaveValidatedConfigNormalizesStreamableHTTPAlias(t *testing.T) {
configPath := setupMCPConfigEnv(t)
cfg := config.DefaultConfig()
cfg.Tools.MCP.Enabled = true
cfg.Tools.MCP.Servers = map[string]config.MCPServerConfig{
"context7": {
Enabled: true,
Type: "streamable-http",
URL: "https://mcp.context7.com/mcp",
},
}
require.NoError(t, saveValidatedConfig(cfg))
saved := readMCPConfig(t, configPath)
server := saved.Tools.MCP.Servers["context7"]
assert.Equal(t, "http", server.Type)
assert.Equal(t, "https://mcp.context7.com/mcp", server.URL)
assert.Equal(t, "streamable-http", cfg.Tools.MCP.Servers["context7"].Type)
}
func TestMCPRemoveRemovesLastServerAndDisablesMCP(t *testing.T) {
configPath := setupMCPConfigEnv(t)
writeMCPConfig(t, configPath, &config.Config{

View file

@ -108,7 +108,9 @@ func saveValidatedConfig(cfg *config.Config) error {
return fmt.Errorf("config is nil")
}
data, err := json.Marshal(cfg)
normalizedCfg := normalizedConfigForSave(cfg)
data, err := json.Marshal(normalizedCfg)
if err != nil {
return fmt.Errorf("failed to serialize config: %w", err)
}
@ -117,13 +119,32 @@ func saveValidatedConfig(cfg *config.Config) error {
return err
}
if err := config.SaveConfig(internal.GetConfigPath(), cfg); err != nil {
if err := config.SaveConfig(internal.GetConfigPath(), normalizedCfg); err != nil {
return fmt.Errorf("failed to save config: %w", err)
}
return nil
}
func normalizedConfigForSave(cfg *config.Config) *config.Config {
clone := *cfg
if cfg.Tools.MCP.Servers == nil {
return &clone
}
clone.Tools = cfg.Tools
clone.Tools.MCP = cfg.Tools.MCP
clone.Tools.MCP.Servers = make(map[string]config.MCPServerConfig, len(cfg.Tools.MCP.Servers))
for name, server := range cfg.Tools.MCP.Servers {
if server.Type != "" {
server.Type = config.NormalizeMCPTransportType(server.Type)
}
clone.Tools.MCP.Servers[name] = server
}
return &clone
}
func validateConfigDocument(data []byte) error {
var instance map[string]any
if err := json.Unmarshal(data, &instance); err != nil {
@ -156,17 +177,11 @@ func loadMCPConfigSchema() (*jsonschema.Resolved, error) {
}
func inferTransportType(server config.MCPServerConfig) string {
switch server.Type {
case "stdio", "http", "sse":
return server.Type
transport := config.EffectiveMCPTransportType(server)
if transport == "" {
return "unknown"
}
if server.URL != "" {
return "sse"
}
if server.Command != "" {
return "stdio"
}
return "unknown"
return transport
}
func renderServerTarget(server config.MCPServerConfig) string {

View file

@ -1,4 +1,5 @@
{
"version": 3,
"agents": {
"defaults": {
"workspace": "~/.picoclaw/workspace",
@ -11,6 +12,8 @@
"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,
@ -18,17 +21,26 @@
}
}
},
"evolution": {
"enabled": false,
"mode": "observe",
"state_dir": "",
"min_task_count": 2,
"min_success_ratio": 0.7,
"cold_path_trigger": "after_turn",
"cold_path_times": []
},
"model_list": [
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-openai-key",
"api_keys": ["sk-your-openai-key"],
"api_base": "https://api.openai.com/v1"
},
{
"model_name": "claude-sonnet-4.6",
"model": "anthropic/claude-sonnet-4.6",
"api_key": "sk-ant-your-key",
"api_keys": ["sk-ant-your-key"],
"api_base": "https://api.anthropic.com/v1",
"thinking_level": "high"
},
@ -36,23 +48,24 @@
"_comment": "Anthropic Messages API - use native format for direct Anthropic API access",
"model_name": "claude-opus-4-6",
"model": "anthropic-messages/claude-opus-4-6",
"api_key": "sk-ant-your-key",
"api_keys": ["sk-ant-your-key"],
"api_base": "https://api.anthropic.com"
},
{
"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"
},
{
"model_name": "deepseek",
"model": "deepseek/deepseek-chat",
"api_key": "sk-your-deepseek-key"
"api_keys": ["sk-your-deepseek-key"]
},
{
"model_name": "venice-uncensored",
"model": "venice/venice-uncensored",
"api_key": "your-venice-api-key"
"api_keys": ["your-venice-api-key"]
},
{
"model_name": "lmstudio-local",
@ -61,114 +74,134 @@
{
"model_name": "longcat",
"model": "longcat/LongCat-Flash-Thinking",
"api_key": "your-longcat-api-key"
"api_keys": ["your-longcat-api-key"]
},
{
"model_name": "modelscope-qwen",
"model": "modelscope/Qwen/Qwen3-235B-A22B-Instruct-2507",
"api_key": "your-modelscope-access-token",
"api_keys": ["your-modelscope-access-token"],
"api_base": "https://api-inference.modelscope.cn/v1"
},
{
"model_name": "azure-gpt5",
"model": "azure/my-gpt5-deployment",
"api_key": "your-azure-api-key",
"api_keys": ["your-azure-api-key"],
"api_base": "https://your-resource.openai.azure.com"
},
{
"model_name": "loadbalanced-gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-key1",
"api_keys": ["sk-key1"],
"api_base": "https://api1.example.com/v1"
},
{
"model_name": "loadbalanced-gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-key2",
"api_keys": ["sk-key2"],
"api_base": "https://api2.example.com/v1"
}
],
"channels": {
"channel_list": {
"telegram": {
"enabled": false,
"token": "YOUR_TELEGRAM_BOT_TOKEN",
"base_url": "",
"proxy": "",
"type": "telegram",
"allow_from": ["YOUR_USER_ID"],
"use_markdown_v2": false,
"reasoning_channel_id": "",
"streaming": {
"enabled": true
"settings": {
"token": "YOUR_TELEGRAM_BOT_TOKEN",
"base_url": "",
"proxy": "",
"use_markdown_v2": false,
"streaming": {
"enabled": true
}
}
},
"discord": {
"enabled": false,
"token": "YOUR_DISCORD_BOT_TOKEN",
"proxy": "",
"type": "discord",
"allow_from": [],
"group_trigger": {
"mention_only": false
},
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"token": "YOUR_DISCORD_BOT_TOKEN",
"proxy": ""
}
},
"qq": {
"enabled": false,
"app_id": "YOUR_QQ_APP_ID",
"app_secret": "YOUR_QQ_APP_SECRET",
"type": "qq",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"app_id": "YOUR_QQ_APP_ID",
"app_secret": "YOUR_QQ_APP_SECRET"
}
},
"maixcam": {
"enabled": false,
"host": "0.0.0.0",
"port": 18790,
"type": "maixcam",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"host": "0.0.0.0",
"port": 18790
}
},
"whatsapp": {
"enabled": false,
"bridge_url": "ws://localhost:3001",
"use_native": false,
"session_store_path": "",
"type": "whatsapp",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"bridge_url": "ws://localhost:3001",
"use_native": false,
"session_store_path": ""
}
},
"feishu": {
"enabled": false,
"app_id": "",
"app_secret": "",
"encrypt_key": "",
"verification_token": "",
"type": "feishu",
"allow_from": [],
"reasoning_channel_id": "",
"placeholder": {
"enabled": true,
"text": ["Thinking...", "Processing...", "Typing..."]
},
"reasoning_channel_id": "",
"random_reaction_emoji": [],
"is_lark": false
"settings": {
"app_id": "",
"app_secret": "",
"encrypt_key": "",
"verification_token": "",
"random_reaction_emoji": [],
"is_lark": false
}
},
"dingtalk": {
"enabled": false,
"client_id": "YOUR_CLIENT_ID",
"client_secret": "YOUR_CLIENT_SECRET",
"type": "dingtalk",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"client_id": "YOUR_CLIENT_ID",
"client_secret": "YOUR_CLIENT_SECRET"
}
},
"slack": {
"enabled": false,
"bot_token": "xoxb-YOUR-BOT-TOKEN",
"app_token": "xapp-YOUR-APP-TOKEN",
"type": "slack",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"bot_token": "xoxb-YOUR-BOT-TOKEN",
"app_token": "xapp-YOUR-APP-TOKEN"
}
},
"matrix": {
"enabled": false,
"homeserver": "https://matrix.org",
"user_id": "@your-bot:matrix.org",
"access_token": "YOUR_MATRIX_ACCESS_TOKEN",
"device_id": "",
"join_on_invite": true,
"type": "matrix",
"allow_from": [],
"group_trigger": {
"mention_only": true
@ -178,68 +211,82 @@
"text": ["Thinking...", "Processing...", "Typing..."]
},
"reasoning_channel_id": "",
"crypto_database_path": "",
"crypto_passphrase": "YOUR_MATRIX_CRYPTO_PICKLE_KEY"
"settings": {
"homeserver": "https://matrix.org",
"user_id": "@your-bot:matrix.org",
"access_token": "YOUR_MATRIX_ACCESS_TOKEN",
"device_id": "",
"join_on_invite": true,
"crypto_database_path": "",
"crypto_passphrase": "YOUR_MATRIX_CRYPTO_PICKLE_KEY"
}
},
"line": {
"enabled": false,
"channel_secret": "YOUR_LINE_CHANNEL_SECRET",
"channel_access_token": "YOUR_LINE_CHANNEL_ACCESS_TOKEN",
"webhook_path": "/webhook/line",
"type": "line",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"channel_secret": "YOUR_LINE_CHANNEL_SECRET",
"channel_access_token": "YOUR_LINE_CHANNEL_ACCESS_TOKEN",
"webhook_path": "/webhook/line"
}
},
"onebot": {
"enabled": false,
"ws_url": "ws://127.0.0.1:3001",
"access_token": "",
"reconnect_interval": 5,
"group_trigger_prefix": [],
"type": "onebot",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"group_trigger": {
"prefixes": []
},
"settings": {
"ws_url": "ws://127.0.0.1:3001",
"access_token": "",
"reconnect_interval": 5
}
},
"wecom": {
"_comment": "WeCom AI Bot over WebSocket.",
"enabled": false,
"bot_id": "YOUR_BOT_ID",
"secret": "YOUR_SECRET",
"websocket_url": "wss://openws.work.weixin.qq.com",
"send_thinking_message": true,
"type": "wecom",
"allow_from": [],
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"bot_id": "YOUR_BOT_ID",
"secret": "YOUR_SECRET",
"websocket_url": "wss://openws.work.weixin.qq.com",
"send_thinking_message": true
}
},
"pico": {
"enabled": false,
"token": "YOUR_PICO_TOKEN",
"allow_token_query": false,
"allow_origins": [],
"ping_interval": 30,
"read_timeout": 60,
"max_connections": 100,
"allow_from": []
"type": "pico",
"allow_from": [],
"settings": {
"token": "YOUR_PICO_TOKEN",
"allow_token_query": false,
"allow_origins": [],
"ping_interval": 30,
"read_timeout": 60,
"max_connections": 100
}
},
"pico_client": {
"enabled": false,
"url": "wss://remote-pico-server/pico/ws",
"token": "YOUR_PICO_TOKEN",
"session_id": "",
"ping_interval": 30,
"read_timeout": 60,
"allow_from": []
"type": "pico_client",
"allow_from": [],
"settings": {
"url": "wss://remote-pico-server/pico/ws",
"token": "YOUR_PICO_TOKEN",
"session_id": "",
"ping_interval": 30,
"read_timeout": 60
}
},
"irc": {
"enabled": false,
"server": "irc.libera.chat:6697",
"tls": true,
"nick": "mybot",
"user": "",
"real_name": "",
"password": "",
"nickserv_password": "",
"sasl_user": "",
"sasl_password": "",
"channels": ["#mychannel"],
"request_caps": ["server-time", "message-tags"],
"type": "irc",
"allow_from": [],
"group_trigger": {
"mention_only": true
@ -247,7 +294,20 @@
"typing": {
"enabled": false
},
"reasoning_channel_id": ""
"reasoning_channel_id": "",
"settings": {
"server": "irc.libera.chat:6697",
"tls": true,
"nick": "mybot",
"user": "",
"real_name": "",
"password": "",
"nickserv_password": "",
"sasl_user": "",
"sasl_password": "",
"channels": ["#mychannel"],
"request_caps": ["server-time", "message-tags"]
}
}
},
"tools": {
@ -256,7 +316,6 @@
"web": {
"enabled": true,
"prefer_native": true,
"fetch_limit_bytes": 10485760,
"format": "plaintext",
"brave": {
"enabled": false,
@ -279,6 +338,12 @@
"enabled": false,
"max_results": 5
},
"gemini": {
"enabled": false,
"api_key": "",
"model": "gemini-2.5-flash",
"max_results": 5
},
"perplexity": {
"enabled": false,
"api_key": "pplx-xxx",
@ -479,6 +544,15 @@
"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": "localhost",

View file

@ -6,6 +6,8 @@ Internal architecture notes for major runtime mechanisms and subsystem design.
- [SubTurn Mechanism](subturn.md): sub-agent coordination, concurrency control, and lifecycle handling.
- [Session System](session-system.md): session scope allocation, JSONL persistence, alias compatibility, and migration. ([ZH](session-system.zh.md))
- [Routing System](routing-system.md): agent dispatch, session policy selection, and light/heavy model routing. ([ZH](routing-system.zh.md))
- [Runtime Events](runtime-events.md): runtime event envelope, centralized event logging, filters, and examples. ([ZH](runtime-events.zh.md))
- [Agent Self-Evolution](agent-self-evolution.md): learning records, draft generation, application modes, and state layout.
- [Hook System Guide](hooks/README.md): current hook architecture and protocol details.
- [Agent Refactor](agent-refactor/README.md): notes and checkpoints for the agent refactor work.

View file

@ -0,0 +1,47 @@
# Agent Self-Evolution
Agent self-evolution lets PicoClaw learn from completed turns and turn repeated successful behavior into skill improvements. The runtime is controlled by the top-level `evolution` config block.
## Flow
The hot path runs at the end of an agent turn. When `evolution.enabled` is true, it records a learning record with the turn summary, success state, used skills, tool executions, and session/workspace metadata. Heartbeat turns are skipped.
The cold path groups related task records, checks the configured success threshold, and prepares skill drafts for patterns that have enough evidence. Drafts can target new skills or append/replace/merge existing workspace skills.
The apply path validates generated `SKILL.md` content before writing. Invalid drafts are rejected before a skill directory or file is created.
## Safety Considerations
Evolution creates a persistent feedback loop: user input can become a task record, task records can be clustered into an LLM-generated draft, and an accepted draft can become `SKILL.md` content that is loaded into future agent prompts. Treat generated skill content as prompt-sensitive material, especially in `apply` mode.
The current local scanner is a narrow guardrail, not a complete safety boundary. It rejects structurally invalid drafts and a small set of obvious secret-like substrings, but it does not reliably detect prompt injection, unsafe instructions, or every form of sensitive data. Use `observe` or `draft` when human review is required before skill changes reach disk.
In `apply` mode, accepted drafts can update workspace skills automatically. Existing skills are backed up before replacement, but recovery is manual: an operator must restore the desired backup if an applied skill should be rolled back.
## Modes
| Mode | Behavior |
|------|----------|
| `observe` | Record learning data only. No cold-path draft generation runs automatically. |
| `draft` | Record learning data and generate candidate skill drafts when the cold path runs. |
| `apply` | Generate drafts and allow accepted drafts to update workspace skills. |
When `evolution.enabled` is false, `mode` is treated as disabled at runtime.
## Cold Path Trigger
`cold_path_trigger` only matters in `draft` and `apply` modes.
| Trigger | Behavior |
|---------|----------|
| `after_turn` | Run the cold path after eligible turns. |
| `scheduled` | Run the cold path at configured `cold_path_times`. |
| `manual` | Do not run automatically. There is no user-facing Web/API/CLI trigger yet; code can still invoke `Runtime.RunColdPathOnce`. |
`cold_path_times` uses `HH:MM` strings and is ignored unless the trigger is `scheduled`.
## State
By default, evolution state is stored under the workspace. `state_dir` can redirect that state to another directory. The state includes learning records, clustered pattern records, drafts, and skill profiles.
For user-facing configuration fields, see the [Configuration Guide](../guides/configuration.md#agent-self-evolution).

View file

@ -13,7 +13,7 @@ The repository no longer ships standalone example source files. The Go and Pytho
| Type | Interface | Stage | Can modify data |
| --- | --- | --- | --- |
| Observer | `EventObserver` | EventBus broadcast | No |
| Observer | `RuntimeEventObserver` | Runtime event bus broadcast | No |
| LLM interceptor | `LLMInterceptor` | `before_llm` / `after_llm` | Yes |
| Tool interceptor | `ToolInterceptor` | `before_tool` / `after_tool` | Yes |
| Tool approver | `ToolApprover` | `approve_tool` | No, returns allow/deny |
@ -136,9 +136,9 @@ Example:
"/tmp/review_gate.py"
],
"observe": [
"tool_exec_start",
"tool_exec_end",
"tool_exec_skipped"
"agent.tool.exec_start",
"agent.tool.exec_end",
"agent.tool.exec_skipped"
],
"intercept": [
"before_tool",
@ -174,7 +174,7 @@ Both examples are intentionally safe: they only log, never rewrite, and never de
The following is a minimal logging hook for in-process use. It implements:
1. `EventObserver`
1. `RuntimeEventObserver`
2. `LLMInterceptor`
3. `ToolInterceptor`
4. `ToolApprover`
@ -196,6 +196,7 @@ import (
"time"
"github.com/sipeed/picoclaw/pkg/agent"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/logger"
)
@ -217,12 +218,12 @@ func NewExampleLoggerHook(opts ExampleLoggerHookOptions) *ExampleLoggerHook {
}
}
func (h *ExampleLoggerHook) OnEvent(ctx context.Context, evt agent.Event) error {
func (h *ExampleLoggerHook) OnRuntimeEvent(ctx context.Context, evt runtimeevents.Event) error {
_ = ctx
if h == nil || !h.logEvents {
return nil
}
h.record("event", evt.Meta, map[string]any{
h.record("event", evt.Scope, map[string]any{
"event": evt.Kind.String(),
"payload": evt.Payload,
}, nil)
@ -275,7 +276,7 @@ func (h *ExampleLoggerHook) ApproveTool(
return decision, nil
}
func (h *ExampleLoggerHook) record(stage string, meta agent.EventMeta, payload any, decision any) {
func (h *ExampleLoggerHook) record(stage string, refs any, payload any, decision any) {
logger.InfoCF("hooks", "Example hook observed", map[string]any{
"stage": stage,
})
@ -286,7 +287,7 @@ func (h *ExampleLoggerHook) record(stage string, meta agent.EventMeta, payload a
entry := map[string]any{
"ts": time.Now().UTC(),
"stage": stage,
"meta": meta,
"refs": refs,
"payload": payload,
"decision": decision,
}
@ -428,7 +429,7 @@ If you only see `before_llm` and `after_llm`, that usually means the request did
The following script is a minimal process-hook example. It uses only the Python standard library and supports:
1. `hook.hello`
2. `hook.event`
2. `hook.runtime_event`
3. `hook.before_tool`
4. `hook.approve_tool`
@ -564,8 +565,8 @@ def main() -> int:
})
if not message_id:
if method == "hook.event" and LOG_EVENTS:
log_stderr(f"observed event: {params.get('Kind')}")
if method == "hook.runtime_event" and LOG_EVENTS:
log_stderr(f"observed event: {params.get('kind')}")
continue
try:
@ -606,9 +607,9 @@ if __name__ == "__main__":
"/abs/path/to/review_gate.py"
],
"observe": [
"tool_exec_start",
"tool_exec_end",
"tool_exec_skipped"
"agent.tool.exec_start",
"agent.tool.exec_end",
"agent.tool.exec_skipped"
],
"intercept": [
"before_tool",
@ -626,7 +627,7 @@ if __name__ == "__main__":
### Environment Variables
- `PICOCLAW_HOOK_LOG_EVENTS`
Whether to write `hook.event` summaries to `stderr`, enabled by default
Whether to write `hook.runtime_event` summaries to `stderr`, enabled by default
- `PICOCLAW_HOOK_LOG_FILE`
Path to an external log file. When set, the script appends inbound hook requests, notifications, and outbound responses as JSON Lines
@ -645,7 +646,7 @@ Typical interpretation:
- Only `hook.hello`
The process started and completed the handshake, but no business hook request has arrived yet
- `hook.event`
- `hook.runtime_event`
The `observe` configuration is working
- `hook.before_tool`
The `intercept: ["before_tool", ...]` configuration is working
@ -664,7 +665,7 @@ A complete sample:
```json
{"ts":"2026-03-21T14:12:00+00:00","direction":"in","id":1,"method":"hook.hello","params":{"name":"py_review_gate","version":1,"modes":["observe","tool","approve"]},"notification":false}
{"ts":"2026-03-21T14:12:00+00:00","direction":"out","id":1,"response":{"ok":true,"name":"python-review-gate"},"error":null}
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":0,"method":"hook.event","params":{"Kind":"tool_exec_start"},"notification":true}
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":0,"method":"hook.runtime_event","params":{"kind":"agent.tool.exec_start"},"notification":true}
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":7,"method":"hook.before_tool","params":{"tool":"echo_text","arguments":{"text":"hello"}},"notification":false}
{"ts":"2026-03-21T14:12:05+00:00","direction":"out","id":7,"response":{"action":"continue"},"error":null}
```
@ -672,7 +673,7 @@ A complete sample:
Additional notes:
- Timestamps are UTC
- `notification=true` means it was a notification such as `hook.event`, which does not expect a response
- `notification=true` means it was a notification such as `hook.runtime_event`, which does not expect a response
- `id` increases within a single hook process; if the process restarts, the counter starts over
## Process-Hook Protocol
@ -681,7 +682,7 @@ Current process hooks use `JSON-RPC over stdio`:
- PicoClaw starts the external process
- Requests and responses are exchanged as one JSON message per line
- `hook.event` is a notification and does not need a response
- `hook.runtime_event` is a notification and does not need a response
- `hook.before_llm`, `hook.after_llm`, `hook.before_tool`, `hook.after_tool`, and `hook.approve_tool` are request/response calls
The host does not currently accept new RPCs initiated by the process hook. In practice, that means an external hook can only respond to PicoClaw calls; it cannot call back into the host to send channel messages.

View file

@ -13,7 +13,7 @@
| 类型 | 接口 | 作用阶段 | 能否改写 |
| --- | --- | --- | --- |
| 观察型 | `EventObserver` | EventBus 广播事件时 | 否 |
| 观察型 | `RuntimeEventObserver` | runtime event bus 广播事件时 | 否 |
| LLM 拦截型 | `LLMInterceptor` | `before_llm` / `after_llm` | 是 |
| Tool 拦截型 | `ToolInterceptor` | `before_tool` / `after_tool` | 是 |
| Tool 审批型 | `ToolApprover` | `approve_tool` | 否,返回批准/拒绝 |
@ -136,9 +136,9 @@ HookManager 的排序规则是:
"/tmp/review_gate.py"
],
"observe": [
"tool_exec_start",
"tool_exec_end",
"tool_exec_skipped"
"agent.tool.exec_start",
"agent.tool.exec_end",
"agent.tool.exec_skipped"
],
"intercept": [
"before_tool",
@ -174,7 +174,7 @@ tail -f /tmp/picoclaw-hook-review-gate.log
下面这段代码是一个最小的“记录型” in-process hook。它实现了
1. `EventObserver`
1. `RuntimeEventObserver`
2. `LLMInterceptor`
3. `ToolInterceptor`
4. `ToolApprover`
@ -196,6 +196,7 @@ import (
"time"
"github.com/sipeed/picoclaw/pkg/agent"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/logger"
)
@ -217,12 +218,12 @@ func NewExampleLoggerHook(opts ExampleLoggerHookOptions) *ExampleLoggerHook {
}
}
func (h *ExampleLoggerHook) OnEvent(ctx context.Context, evt agent.Event) error {
func (h *ExampleLoggerHook) OnRuntimeEvent(ctx context.Context, evt runtimeevents.Event) error {
_ = ctx
if h == nil || !h.logEvents {
return nil
}
h.record("event", evt.Meta, map[string]any{
h.record("event", evt.Scope, map[string]any{
"event": evt.Kind.String(),
"payload": evt.Payload,
}, nil)
@ -275,7 +276,7 @@ func (h *ExampleLoggerHook) ApproveTool(
return decision, nil
}
func (h *ExampleLoggerHook) record(stage string, meta agent.EventMeta, payload any, decision any) {
func (h *ExampleLoggerHook) record(stage string, refs any, payload any, decision any) {
logger.InfoCF("hooks", "Example hook observed", map[string]any{
"stage": stage,
})
@ -286,7 +287,7 @@ func (h *ExampleLoggerHook) record(stage string, meta agent.EventMeta, payload a
entry := map[string]any{
"ts": time.Now().UTC(),
"stage": stage,
"meta": meta,
"refs": refs,
"payload": payload,
"decision": decision,
}
@ -428,7 +429,7 @@ func init() {
下面这段脚本是一个最小的 `process hook` 示例。它只使用 Python 标准库,支持:
1. `hook.hello`
2. `hook.event`
2. `hook.runtime_event`
3. `hook.before_tool`
4. `hook.approve_tool`
@ -564,8 +565,8 @@ def main() -> int:
})
if not message_id:
if method == "hook.event" and LOG_EVENTS:
log_stderr(f"observed event: {params.get('Kind')}")
if method == "hook.runtime_event" and LOG_EVENTS:
log_stderr(f"observed event: {params.get('kind')}")
continue
try:
@ -606,9 +607,9 @@ if __name__ == "__main__":
"/abs/path/to/review_gate.py"
],
"observe": [
"tool_exec_start",
"tool_exec_end",
"tool_exec_skipped"
"agent.tool.exec_start",
"agent.tool.exec_end",
"agent.tool.exec_skipped"
],
"intercept": [
"before_tool",
@ -626,7 +627,7 @@ if __name__ == "__main__":
### 环境变量
- `PICOCLAW_HOOK_LOG_EVENTS`
是否把 `hook.event` 写到 `stderr`,默认开启
是否把 `hook.runtime_event` 写到 `stderr`,默认开启
- `PICOCLAW_HOOK_LOG_FILE`
外部日志文件路径。设置后,脚本会把收到的 hook 请求、notification 和返回结果按 JSON Lines 追加到该文件
@ -645,7 +646,7 @@ if __name__ == "__main__":
- 只看到 `hook.hello`
说明进程启动并完成握手了,但还没有新的业务 hook 请求真正打进来
- 看到 `hook.event`
- 看到 `hook.runtime_event`
说明 `observe` 配置生效了
- 看到 `hook.before_tool`
说明 `intercept: ["before_tool", ...]` 生效了
@ -664,7 +665,7 @@ if __name__ == "__main__":
```json
{"ts":"2026-03-21T14:12:00+00:00","direction":"in","id":1,"method":"hook.hello","params":{"name":"py_review_gate","version":1,"modes":["observe","tool","approve"]},"notification":false}
{"ts":"2026-03-21T14:12:00+00:00","direction":"out","id":1,"response":{"ok":true,"name":"python-review-gate"},"error":null}
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":0,"method":"hook.event","params":{"Kind":"tool_exec_start"},"notification":true}
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":0,"method":"hook.runtime_event","params":{"kind":"agent.tool.exec_start"},"notification":true}
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":7,"method":"hook.before_tool","params":{"tool":"echo_text","arguments":{"text":"hello"}},"notification":false}
{"ts":"2026-03-21T14:12:05+00:00","direction":"out","id":7,"response":{"action":"continue"},"error":null}
```
@ -672,7 +673,7 @@ if __name__ == "__main__":
补充说明:
- 时间戳是 UTC不是本地时区
- `notification=true` 表示这是 `hook.event` 这类不需要响应的通知
- `notification=true` 表示这是 `hook.runtime_event` 这类不需要响应的通知
- `id` 会随着当前进程内的请求递增;如果 hook 进程重启,计数会重新开始
## Process Hook 协议约定
@ -681,7 +682,7 @@ if __name__ == "__main__":
- PicoClaw 启动外部进程
- 请求和响应都按“一行一个 JSON 消息”传输
- `hook.event` 是 notification不需要响应
- `hook.runtime_event` 是 notification不需要响应
- `hook.before_llm` / `hook.after_llm` / `hook.before_tool` / `hook.after_tool` / `hook.approve_tool` 是 request/response
当前宿主不会接受 process hook 主动发起的新 RPC。也就是说外部 hook 现在只能“响应 PicoClaw 的调用”,不能反向调用宿主去发送 channel 消息。

View file

@ -437,21 +437,28 @@ Approval hook for deciding whether to allow execution of sensitive tools.
---
## 7. `hook.event` (notification)
## 7. `hook.runtime_event` (notification)
Observer event, broadcast only, no response required. `id` is `0` or absent.
Runtime observer event, broadcast only, no response required. `id` is `0` or absent.
```json
{
"jsonrpc": "2.0",
"method": "hook.event",
"method": "hook.runtime_event",
"params": {
"Kind": "tool_exec_start",
"Meta": {
"AgentID": "agent-1",
"TurnID": "turn-1"
"kind": "agent.tool.exec_start",
"source": {
"component": "agent",
"name": "agent-1"
},
"Payload": {
"scope": {
"agent_id": "agent-1",
"session_key": "session-1",
"turn_id": "turn-1",
"channel": "cli",
"chat_id": "chat-1"
},
"payload": {
"Tool": "echo_text",
"Arguments": {"text": "hello"}
}
@ -460,12 +467,14 @@ Observer event, broadcast only, no response required. `id` is `0` or absent.
```
Common `Kind` values:
- `turn_start` / `turn_end`
- `llm_request` / `llm_response`
- `tool_exec_start` / `tool_exec_end` / `tool_exec_skipped`
- `steering_injected`
- `interrupt_received`
- `error`
- `agent.turn.start` / `agent.turn.end`
- `agent.llm.request` / `agent.llm.response`
- `agent.tool.exec_start` / `agent.tool.exec_end` / `agent.tool.exec_skipped`
- `agent.steering.injected`
- `agent.interrupt.received`
- `agent.error`
Legacy observe configuration names such as `turn_end` and `tool_exec_start` are still accepted and normalized to runtime event names. New process hook notifications use `hook.runtime_event`.
---
@ -513,7 +522,7 @@ Standard flow for plugin tool injection:
```python
def handle_before_llm(params: dict) -> dict:
tools = params.get("tools", [])
# Add plugin tool definition
tools.append({
"type": "function",
@ -529,7 +538,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
return {
"action": "modify",
"request": {
@ -546,12 +555,12 @@ def handle_before_llm(params: dict) -> dict:
```python
def handle_before_tool(params: dict) -> dict:
tool = params.get("tool", "")
if tool == "my_plugin_tool":
# Implement tool logic here
args = params.get("arguments", {})
input_text = args.get("input", "")
# Return result directly, no need to register in ToolRegistry
return {
"action": "respond",
@ -561,8 +570,8 @@ def handle_before_tool(params: dict) -> dict:
"is_error": False
}
}
return {"action": "continue"}
```
This way, external hooks can fully implement plugin tools without registering any tool implementation inside PicoClaw.
This way, external hooks can fully implement plugin tools without registering any tool implementation inside PicoClaw.

View file

@ -437,21 +437,28 @@
---
## 7. `hook.event`notification
## 7. `hook.runtime_event`notification
观察型事件,仅广播,无需响应。`id``0` 或不存在。
runtime 观察型事件,仅广播,无需响应。`id``0` 或不存在。
```json
{
"jsonrpc": "2.0",
"method": "hook.event",
"method": "hook.runtime_event",
"params": {
"Kind": "tool_exec_start",
"Meta": {
"AgentID": "agent-1",
"TurnID": "turn-1"
"kind": "agent.tool.exec_start",
"source": {
"component": "agent",
"name": "agent-1"
},
"Payload": {
"scope": {
"agent_id": "agent-1",
"session_key": "session-1",
"turn_id": "turn-1",
"channel": "cli",
"chat_id": "chat-1"
},
"payload": {
"Tool": "echo_text",
"Arguments": {"text": "hello"}
}
@ -460,12 +467,14 @@
```
常见 `Kind` 值:
- `turn_start` / `turn_end`
- `llm_request` / `llm_response`
- `tool_exec_start` / `tool_exec_end` / `tool_exec_skipped`
- `steering_injected`
- `interrupt_received`
- `error`
- `agent.turn.start` / `agent.turn.end`
- `agent.llm.request` / `agent.llm.response`
- `agent.tool.exec_start` / `agent.tool.exec_end` / `agent.tool.exec_skipped`
- `agent.steering.injected`
- `agent.interrupt.received`
- `agent.error`
旧 observe 配置名如 `turn_end``tool_exec_start` 仍然可用,并会归一化为 runtime event 名称。新的 process hook 通知使用 `hook.runtime_event`
---
@ -513,7 +522,7 @@
```python
def handle_before_llm(params: dict) -> dict:
tools = params.get("tools", [])
# 添加插件工具定义
tools.append({
"type": "function",
@ -529,7 +538,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
return {
"action": "modify",
"request": {
@ -546,12 +555,12 @@ def handle_before_llm(params: dict) -> dict:
```python
def handle_before_tool(params: dict) -> dict:
tool = params.get("tool", "")
if tool == "my_plugin_tool":
# 在这里实现工具逻辑
args = params.get("arguments", {})
input_text = args.get("input", "")
# 直接返回结果,无需在 ToolRegistry 注册
return {
"action": "respond",
@ -561,8 +570,8 @@ def handle_before_tool(params: dict) -> dict:
"is_error": False
}
}
return {"action": "continue"}
```
通过这种方式,外部 hook 可以完全实现插件工具,无需在 PicoClaw 内部注册任何工具实现。
通过这种方式,外部 hook 可以完全实现插件工具,无需在 PicoClaw 内部注册任何工具实现。

View file

@ -67,7 +67,7 @@ def handle_hello(params: dict) -> dict:
def handle_before_llm(params: dict) -> dict:
"""Inject weather query tool definition"""
tools = params.get("tools", [])
# Add weather query tool
tools.append({
"type": "function",
@ -86,7 +86,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
return {
"action": "modify",
"request": {
@ -102,17 +102,17 @@ def handle_before_tool(params: dict) -> dict:
"""Handle tool call, return result directly"""
tool = params.get("tool", "")
args = params.get("arguments", {})
if tool == "get_weather":
city = args.get("city", "")
result = get_weather(city)
# Use respond action to return result directly, skip ToolRegistry
return {
"action": "respond",
"result": result,
}
# Other tools continue normal flow
return {"action": "continue"}
@ -142,7 +142,7 @@ def send_response(message_id: int, result: Any | None = None, error: str | None
payload["error"] = {"code": -32000, "message": error}
else:
payload["result"] = result if result is not None else {}
sys.stdout.write(json.dumps(payload, ensure_ascii=True) + "\n")
sys.stdout.flush()
@ -152,19 +152,19 @@ def main() -> int:
line = raw_line.strip()
if not line:
continue
try:
message = json.loads(line)
except json.JSONDecodeError:
continue
method = message.get("method")
message_id = message.get("id", 0)
params = message.get("params") or {}
if not message_id:
continue
try:
result = handle_request(str(method or ""), params)
send_response(int(message_id), result=result)
@ -172,7 +172,7 @@ def main() -> int:
send_response(int(message_id), error=str(exc))
except Exception as exc:
send_response(int(message_id), error=f"unexpected error: {exc}")
return 0
@ -375,7 +375,7 @@ Multiple tools can be injected simultaneously:
```python
def handle_before_llm(params: dict) -> dict:
tools = params.get("tools", [])
# Tool 1: Weather query
tools.append({
"type": "function",
@ -391,7 +391,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
# Tool 2: Calculator
tools.append({
"type": "function",
@ -407,7 +407,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
return {
"action": "modify",
"request": {
@ -422,13 +422,13 @@ def handle_before_llm(params: dict) -> dict:
def handle_before_tool(params: dict) -> dict:
tool = params.get("tool", "")
args = params.get("arguments", {})
if tool == "get_weather":
return {
"action": "respond",
"result": get_weather(args.get("city", "")),
}
if tool == "calculate":
# Simple calculation example
try:
@ -451,7 +451,7 @@ def handle_before_tool(params: dict) -> dict:
"is_error": True,
},
}
return {"action": "continue"}
```
@ -504,7 +504,7 @@ func (h *WeatherPluginHook) BeforeLLM(
},
},
})
return req, agent.HookDecision{Action: agent.HookActionContinue}, nil
}
@ -514,7 +514,7 @@ func (h *WeatherPluginHook) BeforeTool(
) (*agent.ToolCallHookRequest, agent.HookDecision, error) {
if call.Tool == "get_weather" {
city := call.Arguments["city"].(string)
// Set HookResult, use respond action
next := call.Clone()
next.HookResult = &tools.ToolResult{
@ -522,10 +522,10 @@ func (h *WeatherPluginHook) BeforeTool(
Silent: false,
IsError: false,
}
return next, agent.HookDecision{Action: agent.HookActionRespond}, nil
}
return call, agent.HookDecision{Action: agent.HookActionContinue}, nil
}
@ -572,14 +572,14 @@ This means:
def handle_before_tool(params: dict) -> dict:
tool = params.get("tool", "")
args = params.get("arguments", {})
# Security check: only handle plugin tools
if tool in ["get_weather", "calculate"]:
return {
"action": "respond",
"result": execute_plugin_tool(tool, args),
}
# Other tools continue normal flow (will go through approval)
return {"action": "continue"}
```

View file

@ -67,7 +67,7 @@ def handle_hello(params: dict) -> dict:
def handle_before_llm(params: dict) -> dict:
"""注入天气查询工具定义"""
tools = params.get("tools", [])
# 添加天气查询工具
tools.append({
"type": "function",
@ -86,7 +86,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
return {
"action": "modify",
"request": {
@ -102,17 +102,17 @@ def handle_before_tool(params: dict) -> dict:
"""处理工具调用,直接返回结果"""
tool = params.get("tool", "")
args = params.get("arguments", {})
if tool == "get_weather":
city = args.get("city", "")
result = get_weather(city)
# 使用 respond action 直接返回结果,跳过 ToolRegistry
return {
"action": "respond",
"result": result,
}
# 其他工具继续正常流程
return {"action": "continue"}
@ -142,7 +142,7 @@ def send_response(message_id: int, result: Any | None = None, error: str | None
payload["error"] = {"code": -32000, "message": error}
else:
payload["result"] = result if result is not None else {}
sys.stdout.write(json.dumps(payload, ensure_ascii=True) + "\n")
sys.stdout.flush()
@ -152,19 +152,19 @@ def main() -> int:
line = raw_line.strip()
if not line:
continue
try:
message = json.loads(line)
except json.JSONDecodeError:
continue
method = message.get("method")
message_id = message.get("id", 0)
params = message.get("params") or {}
if not message_id:
continue
try:
result = handle_request(str(method or ""), params)
send_response(int(message_id), result=result)
@ -172,7 +172,7 @@ def main() -> int:
send_response(int(message_id), error=str(exc))
except Exception as exc:
send_response(int(message_id), error=f"unexpected error: {exc}")
return 0
@ -375,7 +375,7 @@ media://<store-id>
```python
def handle_before_llm(params: dict) -> dict:
tools = params.get("tools", [])
# 工具1天气查询
tools.append({
"type": "function",
@ -391,7 +391,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
# 工具2计算器
tools.append({
"type": "function",
@ -407,7 +407,7 @@ def handle_before_llm(params: dict) -> dict:
}
}
})
return {
"action": "modify",
"request": {
@ -422,13 +422,13 @@ def handle_before_llm(params: dict) -> dict:
def handle_before_tool(params: dict) -> dict:
tool = params.get("tool", "")
args = params.get("arguments", {})
if tool == "get_weather":
return {
"action": "respond",
"result": get_weather(args.get("city", "")),
}
if tool == "calculate":
# 简单计算示例
try:
@ -451,7 +451,7 @@ def handle_before_tool(params: dict) -> dict:
"is_error": True,
},
}
return {"action": "continue"}
```
@ -504,7 +504,7 @@ func (h *WeatherPluginHook) BeforeLLM(
},
},
})
return req, agent.HookDecision{Action: agent.HookActionContinue}, nil
}
@ -514,7 +514,7 @@ func (h *WeatherPluginHook) BeforeTool(
) (*agent.ToolCallHookRequest, agent.HookDecision, error) {
if call.Tool == "get_weather" {
city := call.Arguments["city"].(string)
// 设置 HookResult使用 respond action
next := call.Clone()
next.HookResult = &tools.ToolResult{
@ -522,10 +522,10 @@ func (h *WeatherPluginHook) BeforeTool(
Silent: false,
IsError: false,
}
return next, agent.HookDecision{Action: agent.HookActionRespond}, nil
}
return call, agent.HookDecision{Action: agent.HookActionContinue}, nil
}
@ -572,14 +572,14 @@ func getWeatherData(city string) string {
def handle_before_tool(params: dict) -> dict:
tool = params.get("tool", "")
args = params.get("arguments", {})
# 安全检查:只处理插件工具
if tool in ["get_weather", "calculate"]:
return {
"action": "respond",
"result": execute_plugin_tool(tool, args),
}
# 其他工具继续正常流程(会经过审批)
return {"action": "continue"}
```

View file

@ -0,0 +1,216 @@
# Runtime Events And Event Logging
PicoClaw runtime events are the read-only observation surface for agent, channel, gateway, message bus, and MCP activity. Publishing events and printing logs are separate responsibilities:
- Event publishing: components publish `pkg/events.Event` values to the runtime event bus for hooks, tests, diagnostics, and future UI consumers.
- Event logging: the built-in runtime event logger subscribes to the same bus and prints only the events selected by configuration.
This keeps runtime code focused on publishing events while log policy stays centralized.
## Default Behavior
By default, only `agent.*` events are printed:
```json
{
"events": {
"logging": {
"enabled": true,
"include": ["agent.*"],
"min_severity": "info",
"include_payload": false
}
}
}
```
This preserves the previous behavior: agent turn, LLM, tool, steering, subturn, and error events appear in logs. Channel, gateway, bus, and MCP events are still published to the runtime event bus, but they are not printed unless configured.
## Configuration
The configuration lives under `events.logging` in `config.json`:
| Field | Type | Default | Description |
| ----- | ---- | ------- | ----------- |
| `enabled` | bool | `true` | Enables the built-in event logger subscription |
| `include` | string[] | `["agent.*"]` | Event kinds to print; supports exact matches, `*`, and patterns such as `agent.*` |
| `exclude` | string[] | `[]` | Event kinds to suppress after include matching |
| `min_severity` | string | `info` | Minimum severity: `debug`, `info`, `warn`, or `error` |
| `include_payload` | bool | `false` | Adds raw event payloads to log fields |
`include_payload` is disabled by default. Agent events print safe summary fields such as `user_len`, `args_count`, and `content_len` instead of full user messages or tool arguments. Enable raw payload logging only for short-lived diagnostics in a trusted log environment.
## Matching Rules
`include` and `exclude` match the `Event.Kind` string:
```json
{
"events": {
"logging": {
"include": ["gateway.*", "channel.lifecycle.*", "agent.error"],
"exclude": ["gateway.ready"],
"min_severity": "info"
}
}
}
```
Common patterns:
- `["agent.*"]`: print agent events only.
- `["*"]`: print all runtime events.
- `["gateway.*", "channel.*"]`: print gateway and channel events only.
- `exclude: ["agent.llm.delta"]`: suppress high-volume streaming delta events.
- `min_severity: "warn"`: print warn and error events only.
## Environment Variables
The same settings can be overridden with environment variables:
```bash
PICOCLAW_EVENTS_LOGGING_ENABLED=true
PICOCLAW_EVENTS_LOGGING_INCLUDE="gateway.*,channel.lifecycle.*"
PICOCLAW_EVENTS_LOGGING_EXCLUDE="gateway.ready"
PICOCLAW_EVENTS_LOGGING_MIN_SEVERITY=info
PICOCLAW_EVENTS_LOGGING_INCLUDE_PAYLOAD=false
```
`include` and `exclude` use comma-separated values.
## Event Names And Triggers
The table below lists the current runtime event kinds, when they are emitted, and the most useful event details. `Source`, `Scope`, and `Correlation` are shared envelope fields that may appear on every event. The "Details" column refers to useful payload fields or log summary fields.
### Agent
| Event | Trigger | Details |
| ----- | ------- | ------- |
| `agent.turn.start` | An agent starts processing one user or system input after the turn scope has been created. | `user_len`, `media_count`; scope usually includes `agent_id`, `session_key`, `turn_id`, `channel`, `chat_id`, `message_id` |
| `agent.turn.end` | A turn exits, whether it completed, errored, or was hard-aborted. | `status` (`completed`/`error`/`aborted`), `iterations_total`, `duration_ms`, `final_len` |
| `agent.llm.request` | Before each LLM provider request. | `model`, `messages`, `tools`, `max_tokens` |
| `agent.llm.delta` | Reserved for streaming LLM deltas; the kind is defined, but the current implementation has no natural emit site. | `content_delta_len`, `reasoning_delta_len` |
| `agent.llm.response` | After the LLM provider returns a complete response. | `content_len`, `tool_calls`, `has_reasoning` |
| `agent.llm.retry` | Before retrying an LLM request after context, rate-limit, transient provider, or fallback handling. | `attempt`, `max_retries`, `reason`, `error`, `backoff_ms` |
| `agent.context.compress` | Agent context history is compressed, for example during proactive budget checks or LLM retry handling. | `reason`, `dropped_messages`, `remaining_messages` |
| `agent.session.summarize` | Async session history summarization completes. | `summarized_messages`, `kept_messages`, `summary_len`, `omitted_oversized` |
| `agent.tool.exec_start` | Before the agent executes a tool call. | `tool`, `args_count`; full arguments are not logged by default |
| `agent.tool.exec_end` | After a tool call completes, including successful results, tool errors, and async results. | `tool`, `duration_ms`, `for_llm_len`, `for_user_len`, `is_error`, `async` |
| `agent.tool.exec_skipped` | A tool call is skipped because the tool is unavailable, arguments are invalid, or turn control logic requires skipping it. | `tool`, `reason` |
| `agent.steering.injected` | Queued steering messages are injected into the next LLM context. | `count`, `total_content_len` |
| `agent.follow_up.queued` | An async tool result is queued back into the inbound/follow-up flow. | `source_tool`, `content_len` |
| `agent.interrupt.received` | A turn accepts steering, graceful interrupt, or hard-abort input. | `interrupt_kind`, `role`, `content_len`, `queue_depth`, `hint_len` |
| `agent.subturn.spawn` | A parent turn creates a child turn/subagent. | `child_agent_id`, `label`, `parent_turn_id` |
| `agent.subturn.end` | A child turn ends. | `child_agent_id`, `status` |
| `agent.subturn.result_delivered` | A child turn result is delivered to the target channel/chat. | `target_channel`, `target_chat_id`, `content_len` |
| `agent.subturn.orphan` | A child turn result cannot be delivered or cannot be associated back to its parent turn. | `parent_turn_id`, `child_turn_id`, `reason` |
| `agent.error` | Agent execution reports an error. | `stage`, `error` |
### Channel
| Event | Trigger | Details |
| ----- | ------- | ------- |
| `channel.lifecycle.initialized` | The channel manager creates and registers a channel instance from config. | `type`; scope includes `channel` |
| `channel.lifecycle.started` | Channel `Start()` succeeds and worker goroutines have been started; added channels during hot reload also emit it. | `type` |
| `channel.lifecycle.start_failed` | Channel `Start()` fails. | `type`, `error`; severity is `error` |
| `channel.lifecycle.stopped` | Channel `Stop()` succeeds. | `type` |
| `channel.webhook.registered` | A channel webhook handler is registered on the shared HTTP mux. | `type`; scope includes `channel` |
| `channel.webhook.unregistered` | A channel webhook handler is removed from the shared HTTP mux. | `type`; scope includes `channel` |
| `channel.message.outbound_queued` | An outbound text or media message is queued into its channel worker. | `media`, `content_len`, `reply_to_message_id`; scope comes from the original inbound context |
| `channel.message.outbound_sent` | An outbound text or media message is sent successfully, or a placeholder edit handled the response. | `media`, `content_len`, `message_ids`, `reply_to_message_id` |
| `channel.message.outbound_failed` | An outbound text or media message exhausts retries or hits a permanent failure. | `media`, `content_len`, `retries`, `error`, `reply_to_message_id`; severity is `error` |
| `channel.rate_limited` | A channel worker is waiting for a rate-limit token and the context is canceled, interrupting this delivery. | `media`, `content_len`, `error`, `reply_to_message_id`; severity is `warn` |
### Message Bus
| Event | Trigger | Details |
| ----- | ------- | ------- |
| `bus.publish.failed` | Publishing inbound, outbound, media, audio, or voice-control data fails, or required context is missing. | `stream`, `error`; scope is derived from message context when possible |
| `bus.close.started` | Message bus shutdown begins. | `drained` is usually `0` |
| `bus.close.drained` | Shutdown waits for buffered messages to drain and at least one buffered message was drained. | `drained` |
| `bus.close.completed` | Message bus shutdown completes. | `drained` |
### Gateway
| Event | Trigger | Details |
| ----- | ------- | ------- |
| `gateway.start` | Gateway startup reaches the agent/runtime event bus/bootstrap binding point. | `duration_ms` |
| `gateway.ready` | Gateway services, channel manager, HTTP server, and other core services are ready. | `duration_ms` |
| `gateway.shutdown` | Gateway shutdown begins. | No fixed payload; envelope fields may be the only fields |
| `gateway.reload.started` | Hot reload execution starts. | `duration_ms` |
| `gateway.reload.completed` | Hot reload completes successfully. | `duration_ms` |
| `gateway.reload.failed` | Hot reload fails. | `duration_ms`, `error`; severity is `error` |
### MCP
| Event | Trigger | Details |
| ----- | ------- | ------- |
| `mcp.server.connecting` | The MCP manager is about to connect to a server. | `server`, `type`, `url`, `command` |
| `mcp.server.connected` | An MCP server connects and its tool list has been initialized. | `server`, `type`, `url`, `command`, `tool_count` |
| `mcp.server.failed` | An MCP server connection fails, or the manager is closed before connecting. | `server`, `type`, `url`, `command`, `error`; severity is `error` |
| `mcp.tool.discovered` | A tool from an MCP server is discovered and registered. | `server`, `type`, `url`, `command`, `tool` |
| `mcp.tool.call.start` | The MCP tool wrapper starts a remote tool call. | `server`, `tool`; when emitted inside an agent turn, scope includes turn/chat information |
| `mcp.tool.call.end` | The MCP tool wrapper finishes a remote tool call, including failures. | `server`, `tool`, `duration_ms`, `is_error`, `error` |
## Log Fields
Runtime event logs include stable envelope fields when available:
- `event_id`
- `event_kind`
- `severity`
- `event_time`
- `source_component`
- `source_name`
- `agent_id`
- `session_key`
- `turn_id`
- `channel`
- `account`
- `chat_id`
- `topic_id`
- `space_id`
- `space_type`
- `chat_type`
- `sender_id`
- `message_id`
- `trace_id`
- `parent_turn_id`
- `request_id`
- `reply_to_id`
Agent events add safe payload summaries:
| Event | Summary fields |
| ----- | -------------- |
| `agent.turn.start` | `user_len`, `media_count` |
| `agent.turn.end` | `status`, `iterations_total`, `duration_ms`, `final_len` |
| `agent.llm.request` | `model`, `messages`, `tools`, `max_tokens` |
| `agent.llm.delta` | `content_delta_len`, `reasoning_delta_len` |
| `agent.llm.response` | `content_len`, `tool_calls`, `has_reasoning` |
| `agent.llm.retry` | `attempt`, `max_retries`, `reason`, `error`, `backoff_ms` |
| `agent.context.compress` | `reason`, `dropped_messages`, `remaining_messages` |
| `agent.session.summarize` | `summarized_messages`, `kept_messages`, `summary_len`, `omitted_oversized` |
| `agent.tool.exec_start` | `tool`, `args_count` |
| `agent.tool.exec_end` | `tool`, `duration_ms`, `for_llm_len`, `for_user_len`, `is_error`, `async` |
| `agent.tool.exec_skipped` | `tool`, `reason` |
| `agent.steering.injected` | `count`, `total_content_len` |
| `agent.follow_up.queued` | `source_tool`, `content_len` |
| `agent.interrupt.received` | `interrupt_kind`, `role`, `content_len`, `queue_depth`, `hint_len` |
| `agent.subturn.spawn` | `child_agent_id`, `label` |
| `agent.subturn.end` | `child_agent_id`, `status` |
| `agent.subturn.result_delivered` | `target_channel`, `target_chat_id`, `content_len` |
| `agent.subturn.orphan` | `parent_turn_id`, `child_turn_id`, `reason` |
| `agent.error` | `stage`, `error` |
## Event Domains
Runtime event kinds are defined in `pkg/events/kind.go`. Event logging can select these domains:
- `agent.*`: agent turn, LLM, tool, context, steering, interrupt, subturn, and error events.
- `channel.*`: channel lifecycle, webhook registration, outbound queued/sent/failed, and rate limiting.
- `bus.*`: publish failures and close lifecycle.
- `gateway.*`: start, ready, shutdown, and reload lifecycle.
- `mcp.*`: MCP server connection, tool discovery, and tool call events.
See [`../../config/config.example.json`](../../config/config.example.json) for the default event logging example.

View file

@ -0,0 +1,216 @@
# Runtime Events 与事件日志
PicoClaw 的 runtime event 是运行时观察面,用来描述 agent、channel、gateway、message bus、MCP 等组件发生了什么。事件发布和日志打印是两件事:
- 事件发布:组件把 `pkg/events.Event` 发布到 runtime event bus供 hook、测试、调试工具或后续 UI 消费。
- 事件日志:内置 runtime event logger 订阅同一个 bus并按配置把匹配的事件打印到日志。
这样可以让业务流程继续只负责发布事件,日志策略统一收口到一个地方。
## 默认行为
默认配置只打印 `agent.*` 事件:
```json
{
"events": {
"logging": {
"enabled": true,
"include": ["agent.*"],
"min_severity": "info",
"include_payload": false
}
}
}
```
这个默认值保持了旧行为agent turn、LLM、tool、steering、subturn、error 等事件会出现在日志中channel、gateway、bus、MCP 事件仍会发布到 runtime event bus但默认不打印避免网关启动和消息投递日志过于嘈杂。
## 配置项
配置位于 `config.json``events.logging`
| 字段 | 类型 | 默认值 | 说明 |
| ---- | ---- | ------ | ---- |
| `enabled` | bool | `true` | 是否启用内置事件日志订阅器 |
| `include` | string[] | `["agent.*"]` | 允许打印的事件 kind支持精确匹配、`*``agent.*` 这类 glob/prefix |
| `exclude` | string[] | `[]` | 在 include 命中后排除的事件 kind匹配规则同 include |
| `min_severity` | string | `info` | 最低打印级别:`debug``info``warn``error` |
| `include_payload` | bool | `false` | 是否把原始 payload 放进日志字段 |
`include_payload` 默认关闭。agent 事件日志会输出安全摘要字段,例如 `user_len``args_count``content_len`,不会默认输出完整用户消息或工具参数。只有在排查问题、并且确认日志存储环境可信时,才建议临时打开 `include_payload`
## 匹配规则
`include``exclude` 都匹配 `Event.Kind` 字符串:
```json
{
"events": {
"logging": {
"include": ["gateway.*", "channel.lifecycle.*", "agent.error"],
"exclude": ["gateway.ready"],
"min_severity": "info"
}
}
}
```
常用写法:
- `["agent.*"]`:只打印 agent 事件。
- `["*"]`:打印所有 runtime events。
- `["gateway.*", "channel.*"]`:只打印 gateway 和 channel 事件。
- `exclude: ["agent.llm.delta"]`:排除高频流式 delta 事件。
- `min_severity: "warn"`:只打印 warn/error 事件。
## 环境变量
同一组配置也可以通过环境变量覆盖,适合临时调试:
```bash
PICOCLAW_EVENTS_LOGGING_ENABLED=true
PICOCLAW_EVENTS_LOGGING_INCLUDE="gateway.*,channel.lifecycle.*"
PICOCLAW_EVENTS_LOGGING_EXCLUDE="gateway.ready"
PICOCLAW_EVENTS_LOGGING_MIN_SEVERITY=info
PICOCLAW_EVENTS_LOGGING_INCLUDE_PAYLOAD=false
```
`include``exclude` 的环境变量使用逗号分隔。
## 事件名称与触发时机
下面列出当前 runtime event kind、触发时机和主要事件详情。`Source``Scope``Correlation` 是所有事件都可能携带的 envelope 字段;表里的“主要详情”指 payload 或日志摘要中最有用的字段。
### Agent
| 事件名 | 触发时机 | 主要详情 |
| ------ | -------- | -------- |
| `agent.turn.start` | agent 开始处理一次用户输入或系统输入turn scope 已创建时 | `user_len`, `media_count`; scope 通常包含 `agent_id`, `session_key`, `turn_id`, `channel`, `chat_id`, `message_id` |
| `agent.turn.end` | 一次 turn 退出时,无论完成、报错还是 hard abort | `status` (`completed`/`error`/`aborted`), `iterations_total`, `duration_ms`, `final_len` |
| `agent.llm.request` | 每次调用 LLM provider 前 | `model`, `messages`, `tools`, `max_tokens` |
| `agent.llm.delta` | 预留给流式 LLM delta当前实现已定义但没有自然发送点 | `content_delta_len`, `reasoning_delta_len` |
| `agent.llm.response` | LLM provider 返回完整响应后 | `content_len`, `tool_calls`, `has_reasoning` |
| `agent.llm.retry` | LLM 请求因上下文、限流、临时错误等原因准备重试前 | `attempt`, `max_retries`, `reason`, `error`, `backoff_ms` |
| `agent.context.compress` | 上下文历史被压缩时,例如主动预算检查或 LLM retry 处理 | `reason`, `dropped_messages`, `remaining_messages` |
| `agent.session.summarize` | 会话历史异步摘要完成时 | `summarized_messages`, `kept_messages`, `summary_len`, `omitted_oversized` |
| `agent.tool.exec_start` | agent 准备执行一个工具调用前 | `tool`, `args_count`; 默认不打印完整参数 |
| `agent.tool.exec_end` | 工具调用完成后,包括成功、工具错误和 async 结果 | `tool`, `duration_ms`, `for_llm_len`, `for_user_len`, `is_error`, `async` |
| `agent.tool.exec_skipped` | 工具调用被跳过时,例如工具不可用、参数无效或 turn 控制逻辑要求跳过 | `tool`, `reason` |
| `agent.steering.injected` | queued steering message 被注入下一轮 LLM 上下文时 | `count`, `total_content_len` |
| `agent.follow_up.queued` | async 工具结果被重新排入 inbound/follow-up 流程时 | `source_tool`, `content_len` |
| `agent.interrupt.received` | turn 接受 steering、graceful interrupt 或 hard abort 指令时 | `interrupt_kind`, `role`, `content_len`, `queue_depth`, `hint_len` |
| `agent.subturn.spawn` | 父 turn 创建子 turn/subagent 时 | `child_agent_id`, `label`, `parent_turn_id` |
| `agent.subturn.end` | 子 turn 结束时 | `child_agent_id`, `status` |
| `agent.subturn.result_delivered` | 子 turn 结果成功投递到目标 channel/chat 时 | `target_channel`, `target_chat_id`, `content_len` |
| `agent.subturn.orphan` | 子 turn 结果无法投递或无法关联回父 turn 时 | `parent_turn_id`, `child_turn_id`, `reason` |
| `agent.error` | agent 执行流程报告错误时 | `stage`, `error` |
### Channel
| 事件名 | 触发时机 | 主要详情 |
| ------ | -------- | -------- |
| `channel.lifecycle.initialized` | channel manager 根据配置创建并注册 channel 实例后 | `type`; scope 包含 `channel` |
| `channel.lifecycle.started` | channel `Start()` 成功worker 已启动时;热重载新增 channel 也会触发 | `type` |
| `channel.lifecycle.start_failed` | channel `Start()` 失败时 | `type`, `error`; severity 为 `error` |
| `channel.lifecycle.stopped` | channel `Stop()` 成功后 | `type` |
| `channel.webhook.registered` | channel 的 webhook handler 被注册到共享 HTTP mux 时 | `type`; scope 包含 `channel` |
| `channel.webhook.unregistered` | channel 的 webhook handler 从共享 HTTP mux 移除时 | `type`; scope 包含 `channel` |
| `channel.message.outbound_queued` | outbound 文本或媒体消息被放入对应 channel worker 队列时 | `media`, `content_len`, `reply_to_message_id`; scope 来自原 inbound context |
| `channel.message.outbound_sent` | outbound 文本或媒体消息成功发送,或 placeholder edit 已处理响应时 | `media`, `content_len`, `message_ids`, `reply_to_message_id` |
| `channel.message.outbound_failed` | outbound 文本或媒体消息重试耗尽或遇到永久失败时 | `media`, `content_len`, `retries`, `error`, `reply_to_message_id`; severity 为 `error` |
| `channel.rate_limited` | channel worker 等待 rate limiter token 时被 context 取消,导致本次发送被限流/中断 | `media`, `content_len`, `error`, `reply_to_message_id`; severity 为 `warn` |
### Message Bus
| 事件名 | 触发时机 | 主要详情 |
| ------ | -------- | -------- |
| `bus.publish.failed` | inbound、outbound、media、audio 或 voice control 发布失败,或缺少必要 context 时 | `stream`, `error`; scope 尽量来自消息 context |
| `bus.close.started` | message bus 开始关闭时 | `drained` 通常为 `0` |
| `bus.close.drained` | close 期间等待队列 drain并且 drain 到至少一条 buffered message 时 | `drained` |
| `bus.close.completed` | message bus 完成关闭时 | `drained` |
### Gateway
| 事件名 | 触发时机 | 主要详情 |
| ------ | -------- | -------- |
| `gateway.start` | gateway 完成 agent/runtime event bus/bootstrap 绑定后 | `duration_ms` |
| `gateway.ready` | gateway 服务、channel manager、HTTP 等关键服务启动完成后 | `duration_ms` |
| `gateway.shutdown` | gateway 开始关闭流程时 | 无固定 payload可能只有 envelope 字段 |
| `gateway.reload.started` | 热重载开始执行时 | `duration_ms` |
| `gateway.reload.completed` | 热重载成功完成时 | `duration_ms` |
| `gateway.reload.failed` | 热重载失败时 | `duration_ms`, `error`; severity 为 `error` |
### MCP
| 事件名 | 触发时机 | 主要详情 |
| ------ | -------- | -------- |
| `mcp.server.connecting` | MCP manager 准备连接某个 server 前 | `server`, `type`, `url`, `command` |
| `mcp.server.connected` | MCP server 连接成功并完成工具列表初始化后 | `server`, `type`, `url`, `command`, `tool_count` |
| `mcp.server.failed` | MCP server 连接失败,或 manager 已关闭导致无法连接时 | `server`, `type`, `url`, `command`, `error`; severity 为 `error` |
| `mcp.tool.discovered` | MCP server 的某个工具被发现并注册时 | `server`, `type`, `url`, `command`, `tool` |
| `mcp.tool.call.start` | MCP tool wrapper 开始执行一次远端工具调用前 | `server`, `tool`; 如果在 agent turn 内触发scope 会带上对应 turn/chat 信息 |
| `mcp.tool.call.end` | MCP tool wrapper 完成一次远端工具调用后,包括失败结果 | `server`, `tool`, `duration_ms`, `is_error`, `error` |
## 日志字段
所有事件日志都会尽量包含稳定 envelope 字段:
- `event_id`
- `event_kind`
- `severity`
- `event_time`
- `source_component`
- `source_name`
- `agent_id`
- `session_key`
- `turn_id`
- `channel`
- `account`
- `chat_id`
- `topic_id`
- `space_id`
- `space_type`
- `chat_type`
- `sender_id`
- `message_id`
- `trace_id`
- `parent_turn_id`
- `request_id`
- `reply_to_id`
agent 事件还会追加 payload 摘要字段:
| 事件 | 摘要字段 |
| ---- | -------- |
| `agent.turn.start` | `user_len`, `media_count` |
| `agent.turn.end` | `status`, `iterations_total`, `duration_ms`, `final_len` |
| `agent.llm.request` | `model`, `messages`, `tools`, `max_tokens` |
| `agent.llm.delta` | `content_delta_len`, `reasoning_delta_len` |
| `agent.llm.response` | `content_len`, `tool_calls`, `has_reasoning` |
| `agent.llm.retry` | `attempt`, `max_retries`, `reason`, `error`, `backoff_ms` |
| `agent.context.compress` | `reason`, `dropped_messages`, `remaining_messages` |
| `agent.session.summarize` | `summarized_messages`, `kept_messages`, `summary_len`, `omitted_oversized` |
| `agent.tool.exec_start` | `tool`, `args_count` |
| `agent.tool.exec_end` | `tool`, `duration_ms`, `for_llm_len`, `for_user_len`, `is_error`, `async` |
| `agent.tool.exec_skipped` | `tool`, `reason` |
| `agent.steering.injected` | `count`, `total_content_len` |
| `agent.follow_up.queued` | `source_tool`, `content_len` |
| `agent.interrupt.received` | `interrupt_kind`, `role`, `content_len`, `queue_depth`, `hint_len` |
| `agent.subturn.spawn` | `child_agent_id`, `label` |
| `agent.subturn.end` | `child_agent_id`, `status` |
| `agent.subturn.result_delivered` | `target_channel`, `target_chat_id`, `content_len` |
| `agent.subturn.orphan` | `parent_turn_id`, `child_turn_id`, `reason` |
| `agent.error` | `stage`, `error` |
## 可打印的事件域
当前 runtime event kind 定义在 `pkg/events/kind.go`。事件日志配置可以选择这些域:
- `agent.*`agent turn、LLM、tool、context、steering、interrupt、subturn、error。
- `channel.*`channel lifecycle、webhook 注册、outbound queued/sent/failed、rate limited。
- `bus.*`publish failed、close started/drained/completed。
- `gateway.*`start、ready、shutdown、reload started/completed/failed。
- `mcp.*`server connecting/connected/failed、tool discovered、tool call start/end。
默认事件日志示例见 [`../../config/config.example.json`](../../config/config.example.json)。

View file

@ -135,16 +135,16 @@ The agent loop polls for async SubTurn results at two points per iteration:
All active turns are registered in `AgentLoop.activeTurnStates` (`sync.Map`, keyed by session key). A reservation sentinel is stored atomically via `LoadOrStore` before the worker starts, then replaced with the real `*turnState` when `runTurn` registers. This prevents a TOCTOU race where multiple messages for the same session could spawn concurrent workers. The sentinel is cleaned up by the worker's deferred cleanup. This allows `HardAbort` and `/subagents` observability commands to find and operate on active turns.
## Event Bus Integration
## Runtime Event Integration
SubTurns emit specific events to the PicoClaw `EventBus` for observability and debugging:
SubTurns emit runtime events through `pkg/events` for observability and debugging:
| Event Kind | When Emitted | Payload |
|:------|:-------------|:--------|
| `subturn_spawn` | Sub-turn successfully initialized | `SubTurnSpawnPayload{AgentID, Label, ParentTurnID}` |
| `subturn_end` | Sub-turn finishes (success or error) | `SubTurnEndPayload{AgentID, Status}` |
| `subturn_result_delivered` | Async result successfully delivered to parent | `SubTurnResultDeliveredPayload{TargetChannel, TargetChatID, ContentLen}` |
| `subturn_orphan` | Result cannot be delivered (parent finished or channel full) | `SubTurnOrphanPayload{ParentTurnID, ChildTurnID, Reason}` |
| `agent.subturn.spawn` | Sub-turn successfully initialized | `SubTurnSpawnPayload{AgentID, Label, ParentTurnID}` |
| `agent.subturn.end` | Sub-turn finishes (success or error) | `SubTurnEndPayload{AgentID, Status}` |
| `agent.subturn.result_delivered` | Async result successfully delivered to parent | `SubTurnResultDeliveredPayload{TargetChannel, TargetChatID, ContentLen}` |
| `agent.subturn.orphan` | Result cannot be delivered (parent finished or channel full) | `SubTurnOrphanPayload{ParentTurnID, ChildTurnID, Reason}` |
## API Reference
@ -240,13 +240,13 @@ An orphan result occurs when:
2. The `pendingResults` channel is full (buffer size: 16)
When a result becomes orphan:
- `SubTurnOrphanResultEvent` is emitted to EventBus
- `agent.subturn.orphan` is emitted to the runtime event bus
- The result is **NOT** delivered to the LLM context
- External systems can listen to this event for custom handling
### Preventing Orphan Results
- Use `Critical: true` for important SubTurns that must complete
- Monitor `SubTurnOrphanResultEvent` for observability
- Monitor `agent.subturn.orphan` for observability
- Consider the 16-buffer limit when spawning many async SubTurns
## Tool Inheritance

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@ -0,0 +1,140 @@
# 📡 Canal MQTT
PicoClaw prend en charge n'importe quel client MQTT comme canal de messagerie. Les appareils ou services publient des requêtes vers un broker ; PicoClaw s'abonne, les traite et publie les réponses en retour.
## 🚀 Démarrage rapide
**1. Ajouter le canal dans `~/.picoclaw/config.json` :**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "tcp://localhost:1883",
"agent_id": "assistant"
}
}
}
}
```
**2. Démarrer la passerelle :**
```bash
picoclaw gateway
```
**3. Envoyer un message depuis n'importe quel client MQTT :**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Quel est l'\''usage CPU ?"}'
```
**4. S'abonner pour recevoir la réponse :**
```bash
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
---
## 📨 Structure des topics
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
| Segment | Description |
|---------|-------------|
| `prefix` | Préfixe de topic configuré côté serveur. Défaut : `/picoclaw` |
| `agent_id` | Identifiant de l'instance PicoClaw, défini dans le champ `agent_id` |
| `client_id` | Identifiant de session défini par le client — utiliser un ID stable par appareil pour maintenir le contexte |
### Payload du message (JSON)
```json
{ "text": "votre message ici" }
```
---
## ⚙️ Configuration
### config.json
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://votre-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"client_id": "",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
### .security.yml (identifiants)
Le nom d'utilisateur et le mot de passe sont stockés dans `~/.picoclaw/.security.yml`, pas dans `config.json` :
```yaml
channel_list:
mqtt:
settings:
username: votre_utilisateur
password: votre_mot_de_passe
```
### Champs de configuration
| Champ | Emplacement | Requis | Défaut | Description |
|-------|-------------|--------|--------|-------------|
| `broker` | `settings` | Oui | — | URL du broker MQTT, ex. `tcp://host:1883`, `ssl://host:8883` |
| `agent_id` | `settings` | Oui | — | Identifiant de l'agent, utilisé dans le chemin du topic |
| `topic_prefix` | `settings` | Non | `/picoclaw` | Préfixe de l'espace de noms des topics |
| `username` | `.security.yml` | Non | — | Nom d'utilisateur pour l'authentification au broker |
| `password` | `.security.yml` | Non | — | Mot de passe pour l'authentification au broker |
| `client_id` | `settings` | Non | auto-généré | ID client paho envoyé au broker. Auto-généré sous la forme `picoclaw-mqtt-{agent_id}-{8 hex}` ; fixe pour la durée du processus, réutilisé à la reconnexion |
| `keep_alive` | `settings` | Non | `60` | Intervalle keepalive MQTT en secondes |
| `qos` | `settings` | Non | `0` | Niveau QoS pour la publication et l'abonnement : `0`, `1` ou `2` |
### Variables d'environnement
| Variable | Champ |
|----------|-------|
| `PICOCLAW_CHANNELS_MQTT_BROKER` | `broker` |
| `PICOCLAW_CHANNELS_MQTT_AGENT_ID` | `agent_id` |
| `PICOCLAW_CHANNELS_MQTT_TOPIC_PREFIX` | `topic_prefix` |
| `PICOCLAW_CHANNELS_MQTT_USERNAME` | `username` |
| `PICOCLAW_CHANNELS_MQTT_PASSWORD` | `password` |
| `PICOCLAW_CHANNELS_MQTT_CLIENT_ID` | `client_id` |
| `PICOCLAW_CHANNELS_MQTT_KEEP_ALIVE` | `keep_alive` |
| `PICOCLAW_CHANNELS_MQTT_QOS` | `qos` |
---
## 🔄 Reconnexion
PicoClaw se reconnecte automatiquement au broker en cas de perte de connexion, avec un intervalle de 5 secondes. L'abonnement est rétabli automatiquement. L'ID client côté broker reste identique à chaque reconnexion.
---
## ⚠️ Remarques
- **TLS** : SSL/TLS est supporté (URL broker en `ssl://`). La vérification du certificat est désactivée par défaut.
- **Réponses en streaming** : Les réponses en streaming envoient plusieurs messages vers le topic de réponse ; les concaténer dans l'ordre pour obtenir la réponse complète.
- **client_id vs ID de session** : Le `client_id` dans le chemin du topic est défini par votre application cliente. Il est distinct de l'ID client paho utilisé par PicoClaw pour se connecter au broker.
- **Instances multiples** : Si plusieurs instances PicoClaw utilisent le même `agent_id` sur le même broker, définir des `client_id` distincts pour éviter les conflits.

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@ -0,0 +1,140 @@
# 📡 MQTT チャンネル
PicoClaw は任意の MQTT クライアントをメッセージチャンネルとして使用できます。デバイスやサービスがブローカーにリクエストをパブリッシュし、PicoClaw がサブスクライブして処理し、レスポンスをパブリッシュして返します。
## 🚀 クイックスタート
**1. `~/.picoclaw/config.json` にチャンネルを追加:**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "tcp://localhost:1883",
"agent_id": "assistant"
}
}
}
}
```
**2. ゲートウェイを起動:**
```bash
picoclaw gateway
```
**3. 任意の MQTT クライアントからメッセージを送信:**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "CPU使用率を確認してください"}'
```
**4. レスポンスを受信するためにサブスクライブ:**
```bash
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
---
## 📨 トピック構造
```
{prefix}/{agent_id}/{client_id}/request # クライアント → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → クライアント
```
| セグメント | 説明 |
|-----------|------|
| `prefix` | トピックのプレフィックス。サーバー側で設定。デフォルト:`/picoclaw` |
| `agent_id` | PicoClaw インスタンスの識別子。`agent_id` フィールドに設定 |
| `client_id` | クライアントが定義するセッション識別子。デバイスごとに同一の ID を使用するとコンテキストが維持される |
### メッセージペイロードJSON
```json
{ "text": "メッセージ内容" }
```
---
## ⚙️ 設定
### config.json
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"client_id": "",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
### .security.yml認証情報
ユーザー名とパスワードは `config.json` ではなく `~/.picoclaw/.security.yml` に保存します:
```yaml
channel_list:
mqtt:
settings:
username: your_username
password: your_password
```
### 設定フィールド
| フィールド | 場所 | 必須 | デフォルト | 説明 |
|-----------|------|------|-----------|------|
| `broker` | `settings` | はい | — | MQTT ブローカー URL。例`tcp://host:1883``ssl://host:8883` |
| `agent_id` | `settings` | はい | — | エージェント識別子。トピックパスの一部として使用される |
| `topic_prefix` | `settings` | いいえ | `/picoclaw` | トピックの名前空間プレフィックス |
| `username` | `.security.yml` | いいえ | — | ブローカー認証のユーザー名 |
| `password` | `.security.yml` | いいえ | — | ブローカー認証のパスワード |
| `client_id` | `settings` | いいえ | 自動生成 | ブローカーに送信する paho クライアント ID。未設定の場合 `picoclaw-mqtt-{agent_id}-{8桁hex}` で自動生成。プロセスの生存期間中は固定され、再接続時も同じ ID を使用 |
| `keep_alive` | `settings` | いいえ | `60` | MQTT キープアライブ間隔(秒) |
| `qos` | `settings` | いいえ | `0` | パブリッシュおよびサブスクライブの QoS レベル:`0``1``2` |
### 環境変数
| 変数 | フィールド |
|------|----------|
| `PICOCLAW_CHANNELS_MQTT_BROKER` | `broker` |
| `PICOCLAW_CHANNELS_MQTT_AGENT_ID` | `agent_id` |
| `PICOCLAW_CHANNELS_MQTT_TOPIC_PREFIX` | `topic_prefix` |
| `PICOCLAW_CHANNELS_MQTT_USERNAME` | `username` |
| `PICOCLAW_CHANNELS_MQTT_PASSWORD` | `password` |
| `PICOCLAW_CHANNELS_MQTT_CLIENT_ID` | `client_id` |
| `PICOCLAW_CHANNELS_MQTT_KEEP_ALIVE` | `keep_alive` |
| `PICOCLAW_CHANNELS_MQTT_QOS` | `qos` |
---
## 🔄 再接続
接続が切断された場合、PicoClaw は 5 秒間隔で自動的にブローカーに再接続します。再接続後はサブスクリプションも自動的に再確立されます。再接続時はブローカー側のクライアント ID が同一に保たれるため、ブローカーは同じセッションとして認識します。
---
## ⚠️ 注意事項
- **TLS**SSL/TLS をサポートしています(ブローカー URL に `ssl://` を使用)。デフォルトでは証明書検証をスキップします。
- **ストリーミングレスポンス**:ストリーミング出力時はレスポンストピックに複数のメッセージが送信されます。順番に結合すると完全なレスポンスになります。
- **client_id とセッション ID の違い**:トピックパスの `client_id` はクライアントアプリケーションが設定するセッション識別子です。PicoClaw がブローカーへの接続に使用する paho クライアント ID とは別の概念です。
- **複数インスタンス**:同じ `agent_id` で複数の PicoClaw インスタンスを同一ブローカーに接続する場合、ブローカーレベルの競合を避けるために各インスタンスに異なる `client_id` を設定してください。

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# 📡 MQTT Channel
PicoClaw supports any MQTT client as a chat channel. Devices or services publish requests to a broker; PicoClaw subscribes, processes them, and publishes responses back.
## 🚀 Quick Start
**1. Add the channel to `~/.picoclaw/config.json`:**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "tcp://localhost:1883",
"agent_id": "assistant"
}
}
}
}
```
**2. Start the gateway:**
```bash
picoclaw gateway
```
**3. Send a message from any MQTT client:**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "What is the CPU usage?"}'
```
**4. Subscribe to receive the response:**
```bash
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
---
## 📨 Topic Structure
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
| Segment | Description |
|---------|-------------|
| `prefix` | Topic prefix, configured server-side. Default: `/picoclaw` |
| `agent_id` | PicoClaw instance identifier, set in `agent_id` config field |
| `client_id` | Client-defined session identifier — use a stable ID per device to maintain conversation context |
### Message Payload (JSON)
```json
{ "text": "your message here" }
```
---
## ⚙️ Configuration
### config.json
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"client_id": "",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
### .security.yml (credentials)
Username and password are stored in `~/.picoclaw/.security.yml`, not in `config.json`:
```yaml
channel_list:
mqtt:
settings:
username: your_username
password: your_password
```
### Configuration Fields
| Field | Location | Required | Default | Description |
|-------|----------|----------|---------|-------------|
| `broker` | `settings` | Yes | — | MQTT broker URL, e.g. `tcp://host:1883`, `ssl://host:8883` |
| `agent_id` | `settings` | Yes | — | Agent identifier, used as part of the topic path |
| `topic_prefix` | `settings` | No | `/picoclaw` | Topic namespace prefix |
| `username` | `.security.yml` | No | — | Broker authentication username |
| `password` | `.security.yml` | No | — | Broker authentication password |
| `client_id` | `settings` | No | auto-generated | Paho client ID sent to the broker. Auto-generated as `picoclaw-mqtt-{agent_id}-{8-char hex}` if not set; stays fixed for the process lifetime so reconnects reuse the same ID |
| `keep_alive` | `settings` | No | `60` | MQTT keepalive interval in seconds |
| `qos` | `settings` | No | `0` | QoS level for publish and subscribe: `0`, `1`, or `2` |
### Environment Variables
All fields can be set via environment variables:
| Variable | Field |
|----------|-------|
| `PICOCLAW_CHANNELS_MQTT_BROKER` | `broker` |
| `PICOCLAW_CHANNELS_MQTT_AGENT_ID` | `agent_id` |
| `PICOCLAW_CHANNELS_MQTT_TOPIC_PREFIX` | `topic_prefix` |
| `PICOCLAW_CHANNELS_MQTT_USERNAME` | `username` |
| `PICOCLAW_CHANNELS_MQTT_PASSWORD` | `password` |
| `PICOCLAW_CHANNELS_MQTT_CLIENT_ID` | `client_id` |
| `PICOCLAW_CHANNELS_MQTT_KEEP_ALIVE` | `keep_alive` |
| `PICOCLAW_CHANNELS_MQTT_QOS` | `qos` |
---
## 🔄 Reconnection
PicoClaw automatically reconnects to the broker if the connection is lost, with a 5-second retry interval. On reconnect, the subscription is re-established automatically. The broker-side client ID stays the same across reconnects so the broker correctly identifies it as the same session.
---
## ⚠️ Notes
- **TLS**: SSL/TLS is supported (`ssl://` broker URL). Certificate verification is skipped by default.
- **Streaming**: Streaming responses send multiple messages to the response topic; concatenate them in order.
- **client_id vs session ID**: The `client_id` in the topic path is set by your client application and identifies the conversation session. It is separate from the broker-level client ID used by PicoClaw's paho connection.
- **Multiple instances**: If you run multiple PicoClaw instances against the same broker with the same `agent_id`, set distinct `client_id` values to avoid broker-level conflicts.

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@ -0,0 +1,140 @@
# 📡 Canal MQTT
O PicoClaw suporta qualquer cliente MQTT como canal de mensagens. Dispositivos ou serviços publicam requisições para um broker; o PicoClaw assina, processa e publica as respostas de volta.
## 🚀 Início rápido
**1. Adicione o canal ao `~/.picoclaw/config.json`:**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "tcp://localhost:1883",
"agent_id": "assistant"
}
}
}
}
```
**2. Inicie o gateway:**
```bash
picoclaw gateway
```
**3. Envie uma mensagem de qualquer cliente MQTT:**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Qual é o uso de CPU?"}'
```
**4. Assine para receber a resposta:**
```bash
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
---
## 📨 Estrutura de tópicos
```
{prefix}/{agent_id}/{client_id}/request # Cliente → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Cliente
```
| Segmento | Descrição |
|----------|-----------|
| `prefix` | Prefixo do tópico configurado no servidor. Padrão: `/picoclaw` |
| `agent_id` | Identificador da instância do PicoClaw, definido no campo `agent_id` |
| `client_id` | Identificador de sessão definido pelo cliente — use um ID estável por dispositivo para manter o contexto da conversa |
### Payload da mensagem (JSON)
```json
{ "text": "sua mensagem aqui" }
```
---
## ⚙️ Configuração
### config.json
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://seu-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"client_id": "",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
### .security.yml (credenciais)
O nome de usuário e a senha são armazenados em `~/.picoclaw/.security.yml`, não no `config.json`:
```yaml
channel_list:
mqtt:
settings:
username: seu_usuario
password: sua_senha
```
### Campos de configuração
| Campo | Local | Obrigatório | Padrão | Descrição |
|-------|-------|-------------|--------|-----------|
| `broker` | `settings` | Sim | — | URL do broker MQTT, ex. `tcp://host:1883`, `ssl://host:8883` |
| `agent_id` | `settings` | Sim | — | Identificador do agente, usado como parte do caminho do tópico |
| `topic_prefix` | `settings` | Não | `/picoclaw` | Prefixo do namespace dos tópicos |
| `username` | `.security.yml` | Não | — | Nome de usuário para autenticação no broker |
| `password` | `.security.yml` | Não | — | Senha para autenticação no broker |
| `client_id` | `settings` | Não | gerado automaticamente | ID de cliente paho enviado ao broker. Gerado automaticamente como `picoclaw-mqtt-{agent_id}-{8 hex}` se não definido; fixo durante o tempo de vida do processo e reutilizado nas reconexões |
| `keep_alive` | `settings` | Não | `60` | Intervalo de keepalive MQTT em segundos |
| `qos` | `settings` | Não | `0` | Nível de QoS para publicação e assinatura: `0`, `1` ou `2` |
### Variáveis de ambiente
| Variável | Campo |
|----------|-------|
| `PICOCLAW_CHANNELS_MQTT_BROKER` | `broker` |
| `PICOCLAW_CHANNELS_MQTT_AGENT_ID` | `agent_id` |
| `PICOCLAW_CHANNELS_MQTT_TOPIC_PREFIX` | `topic_prefix` |
| `PICOCLAW_CHANNELS_MQTT_USERNAME` | `username` |
| `PICOCLAW_CHANNELS_MQTT_PASSWORD` | `password` |
| `PICOCLAW_CHANNELS_MQTT_CLIENT_ID` | `client_id` |
| `PICOCLAW_CHANNELS_MQTT_KEEP_ALIVE` | `keep_alive` |
| `PICOCLAW_CHANNELS_MQTT_QOS` | `qos` |
---
## 🔄 Reconexão
O PicoClaw reconecta automaticamente ao broker se a conexão for perdida, com intervalo de 5 segundos. Após a reconexão, a assinatura é restabelecida automaticamente. O ID de cliente no broker permanece o mesmo nas reconexões, permitindo que o broker identifique corretamente a mesma sessão.
---
## ⚠️ Observações
- **TLS**: SSL/TLS é suportado (URL do broker com `ssl://`). A verificação de certificado é ignorada por padrão.
- **Respostas em streaming**: Respostas em streaming enviam múltiplas mensagens para o tópico de resposta; concatene-as na ordem recebida para obter a resposta completa.
- **client_id vs ID de sessão**: O `client_id` no caminho do tópico é definido pela sua aplicação cliente e identifica a sessão. É separado do ID de cliente paho usado pelo PicoClaw para se conectar ao broker.
- **Múltiplas instâncias**: Se várias instâncias do PicoClaw usarem o mesmo `agent_id` no mesmo broker, defina `client_id` distintos para evitar conflitos no nível do broker.

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@ -0,0 +1,140 @@
# 📡 Kênh MQTT
PicoClaw hỗ trợ bất kỳ client MQTT nào làm kênh nhắn tin. Thiết bị hoặc dịch vụ publish yêu cầu lên broker; PicoClaw subscribe, xử lý và publish phản hồi trở lại.
## 🚀 Bắt đầu nhanh
**1. Thêm kênh vào `~/.picoclaw/config.json`:**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "tcp://localhost:1883",
"agent_id": "assistant"
}
}
}
}
```
**2. Khởi động gateway:**
```bash
picoclaw gateway
```
**3. Gửi tin nhắn từ bất kỳ client MQTT nào:**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "CPU đang dùng bao nhiêu phần trăm?"}'
```
**4. Subscribe để nhận phản hồi:**
```bash
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
---
## 📨 Cấu trúc topic
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
| Phân đoạn | Mô tả |
|-----------|-------|
| `prefix` | Tiền tố topic, cấu hình phía server. Mặc định: `/picoclaw` |
| `agent_id` | Định danh instance PicoClaw, đặt trong trường `agent_id` |
| `client_id` | Định danh phiên do client xác định — dùng ID ổn định cho mỗi thiết bị để duy trì ngữ cảnh hội thoại |
### Payload tin nhắn (JSON)
```json
{ "text": "nội dung tin nhắn" }
```
---
## ⚙️ Cấu hình
### config.json
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"client_id": "",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
### .security.yml (thông tin xác thực)
Tên người dùng và mật khẩu được lưu trong `~/.picoclaw/.security.yml`, không phải trong `config.json`:
```yaml
channel_list:
mqtt:
settings:
username: ten_nguoi_dung
password: mat_khau
```
### Các trường cấu hình
| Trường | Vị trí | Bắt buộc | Mặc định | Mô tả |
|--------|--------|----------|----------|-------|
| `broker` | `settings` | Có | — | URL của MQTT broker, ví dụ `tcp://host:1883`, `ssl://host:8883` |
| `agent_id` | `settings` | Có | — | Định danh agent, dùng làm một phần của đường dẫn topic |
| `topic_prefix` | `settings` | Không | `/picoclaw` | Tiền tố không gian tên topic |
| `username` | `.security.yml` | Không | — | Tên người dùng xác thực với broker |
| `password` | `.security.yml` | Không | — | Mật khẩu xác thực với broker |
| `client_id` | `settings` | Không | tự động tạo | Client ID paho gửi đến broker. Tự động tạo dạng `picoclaw-mqtt-{agent_id}-{8 hex}` nếu không đặt; cố định trong suốt vòng đời tiến trình, tái sử dụng khi kết nối lại |
| `keep_alive` | `settings` | Không | `60` | Khoảng thời gian keepalive MQTT (giây) |
| `qos` | `settings` | Không | `0` | Mức QoS cho publish và subscribe: `0`, `1` hoặc `2` |
### Biến môi trường
| Biến | Trường |
|------|--------|
| `PICOCLAW_CHANNELS_MQTT_BROKER` | `broker` |
| `PICOCLAW_CHANNELS_MQTT_AGENT_ID` | `agent_id` |
| `PICOCLAW_CHANNELS_MQTT_TOPIC_PREFIX` | `topic_prefix` |
| `PICOCLAW_CHANNELS_MQTT_USERNAME` | `username` |
| `PICOCLAW_CHANNELS_MQTT_PASSWORD` | `password` |
| `PICOCLAW_CHANNELS_MQTT_CLIENT_ID` | `client_id` |
| `PICOCLAW_CHANNELS_MQTT_KEEP_ALIVE` | `keep_alive` |
| `PICOCLAW_CHANNELS_MQTT_QOS` | `qos` |
---
## 🔄 Kết nối lại
PicoClaw tự động kết nối lại với broker nếu mất kết nối, với khoảng thời gian thử lại 5 giây. Sau khi kết nối lại, subscription được tái thiết lập tự động. Client ID phía broker giữ nguyên qua các lần kết nối lại, giúp broker nhận diện chính xác cùng một phiên.
---
## ⚠️ Lưu ý
- **TLS**: Hỗ trợ SSL/TLS (URL broker dùng `ssl://`). Mặc định bỏ qua xác minh chứng chỉ.
- **Phản hồi streaming**: Phản hồi streaming gửi nhiều tin nhắn đến topic response; ghép nối chúng theo thứ tự để có phản hồi đầy đủ.
- **client_id và ID phiên**: `client_id` trong đường dẫn topic được đặt bởi ứng dụng client của bạn và xác định phiên hội thoại. Nó khác với client ID paho mà PicoClaw dùng để kết nối broker.
- **Nhiều instance**: Nếu nhiều instance PicoClaw dùng cùng `agent_id` trên cùng broker, hãy đặt `client_id` riêng biệt cho từng instance để tránh xung đột ở tầng broker.

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@ -0,0 +1,142 @@
# 📡 MQTT 渠道
PicoClaw 支持将任意 MQTT 客户端作为消息渠道。设备或服务向 Broker 发布请求PicoClaw 订阅后处理并将响应发布回去。
## 🚀 快速开始
**1. 在 `~/.picoclaw/config.json` 中添加渠道:**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "tcp://localhost:1883",
"agent_id": "assistant"
}
}
}
}
```
**2. 启动网关:**
```bash
picoclaw gateway
```
**3. 用任意 MQTT 客户端发送消息:**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "查一下CPU使用率"}'
```
**4. 订阅响应:**
```bash
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
---
## 📨 Topic 结构
```
{prefix}/{agent_id}/{client_id}/request # 客户端 → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → 客户端
```
| 段 | 说明 |
|----|------|
| `prefix` | Topic 前缀,由服务端配置,默认 `/picoclaw` |
| `agent_id` | PicoClaw 实例标识,对应配置中的 `agent_id` 字段 |
| `client_id` | 客户端自定义会话标识——同一设备保持相同 ID 可维持上下文连续性 |
### 消息体JSON
```json
{ "text": "你的消息内容" }
```
---
## ⚙️ 配置说明
### config.json
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"client_id": "",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
### .security.yml用户名和密码
用户名和密码存储于 `~/.picoclaw/.security.yml`,不写入 `config.json`
```yaml
channel_list:
mqtt:
settings:
username: your_username
password: your_password
```
### 字段说明
| 字段 | 位置 | 必填 | 默认值 | 说明 |
|------|------|------|--------|------|
| `broker` | `settings` | 是 | — | MQTT Broker 地址,如 `tcp://host:1883``ssl://host:8883` |
| `agent_id` | `settings` | 是 | — | Agent 标识,作为 topic 路径的一部分 |
| `topic_prefix` | `settings` | 否 | `/picoclaw` | Topic 命名空间前缀 |
| `username` | `.security.yml` | 否 | — | Broker 认证用户名 |
| `password` | `.security.yml` | 否 | — | Broker 认证密码 |
| `client_id` | `settings` | 否 | 自动生成 | 发送给 Broker 的 paho 客户端 ID。未配置时自动生成为 `picoclaw-mqtt-{agent_id}-{8位hex}`,进程生命周期内固定不变,断线重连时复用同一 ID |
| `keep_alive` | `settings` | 否 | `60` | MQTT 心跳间隔(秒) |
| `qos` | `settings` | 否 | `0` | 发布和订阅的 QoS 级别:`0``1``2` |
### 环境变量
所有字段均可通过环境变量配置:
| 环境变量 | 对应字段 |
|----------|----------|
| `PICOCLAW_CHANNELS_MQTT_BROKER` | `broker` |
| `PICOCLAW_CHANNELS_MQTT_AGENT_ID` | `agent_id` |
| `PICOCLAW_CHANNELS_MQTT_TOPIC_PREFIX` | `topic_prefix` |
| `PICOCLAW_CHANNELS_MQTT_USERNAME` | `username` |
| `PICOCLAW_CHANNELS_MQTT_PASSWORD` | `password` |
| `PICOCLAW_CHANNELS_MQTT_CLIENT_ID` | `client_id` |
| `PICOCLAW_CHANNELS_MQTT_KEEP_ALIVE` | `keep_alive` |
| `PICOCLAW_CHANNELS_MQTT_QOS` | `qos` |
---
## 🔄 断线重连
连接断开后 PicoClaw 会自动以 5 秒间隔重连 Broker重连成功后自动重新订阅。断线重连时复用相同的 Broker 客户端 IDBroker 能正确识别为同一连接。
---
## ⚠️ 注意事项
- **TLS**:支持 SSL/TLSBroker 地址使用 `ssl://`),默认跳过证书验证。
- **流式响应**:流式输出时会向 response topic 发送多条消息,客户端按顺序拼接即为完整回复。
- **client_id 与会话 ID 的区别**topic 路径中的 `client_id` 由客户端应用自行设置,用于区分会话;它与 PicoClaw paho 连接 Broker 时使用的客户端 ID 是两个独立的概念。
- **多实例部署**:若多个 PicoClaw 实例使用相同 `agent_id` 连接同一 Broker需为每个实例配置不同的 `client_id` 以避免 Broker 层面的冲突。

View file

@ -15,7 +15,8 @@ The Telegram channel uses long polling via the Telegram Bot API for bot-based co
"token": "123456789:ABCdefGHIjklMNOpqrsTUVwxyz",
"allow_from": ["123456789"],
"proxy": "",
"use_markdown_v2": false
"use_markdown_v2": false,
"media_group_delay_ms": 500
}
}
}
@ -28,6 +29,7 @@ The Telegram channel uses long polling via the Telegram Bot API for bot-based co
| allow_from | array | No | Allowlist of user IDs; empty means all users are allowed |
| proxy | string | No | Proxy URL for connecting to the Telegram API (e.g. http://127.0.0.1:7890) |
| use_markdown_v2 | bool | No | Enable Telegram MarkdownV2 formatting |
| media_group_delay_ms | int | No | Idle delay before processing Telegram media groups/albums. Defaults to 500 ms |
## Setup

View file

@ -1,11 +1,15 @@
# PicoClaw Hook 系统设计(基于 `refactor/agent`
> 当前状态:本文是 hook 系统的早期设计记录。事件系统升级后,观察型 hook 的主路径已经切到
> `pkg/events.Event``RuntimeEventObserver` 和进程 hook 的 `hook.runtime_event`
> 旧 `agent.Event``EventKind``hook.event` 兼容层已经删除。
## 背景
本设计围绕两个议题展开:
- `#1316`:把 agent loop 重构为事件驱动、可中断、可追加、可观测
- `#1796`:在 EventBus 稳定后,把 hooks 设计为 EventBus 的 consumer而不是重新发明一套事件模型
- `#1796`:在 runtime event bus 稳定后,把 hooks 设计为事件 consumer而不是重新发明一套事件模型
当前分支已经完成了第一步里的“事件系统基础”,但还没有真正的 hook 挂载层。因此这里的目标不是重新设计 event而是在已有实现上补出一层可扩展、可拦截、可外挂的 HookManager。
@ -52,20 +56,18 @@ pi-mono 的核心思路更接近当前分支:
当前分支已经具备 hook 系统的地基:
- `pkg/agent/events.go` 定义了稳定的 `EventKind``EventMeta` 和 payload
- `pkg/agent/eventbus.go` 提供了非阻塞 fan-out 的 `EventBus`
- `pkg/events` 定义 runtime event envelope、kind、scope、source、severity 和 fan-out bus
- `pkg/agent/event_payloads.go` 保留 agent domain payload
- agent domain payload 保留在 `pkg/agent/event_payloads.go`
- `pkg/agent/loop.go` 中的 `runTurn()` 已在 turn、llm、tool、interrupt、follow-up、summary 等节点发射事件
- `pkg/agent/steering.go` 已支持 steering、graceful interrupt、hard abort
- `pkg/agent/turn.go` 已维护 turn phase、恢复点、active turn、abort 状态
### 现有缺口
当前分支还缺四件事:
- 没有 HookManager只有 EventBus
- 没有 Before/After LLM、Before/After Tool 这种同步拦截点
- 没有审批型 hook
- 子 agent 仍走 `pkg/tools/SubagentManager + RunToolLoop`,没有接入 `pkg/agent` 的 turn tree 和事件流
早期设计时的缺口包括 HookManager、Before/After LLM、Before/After Tool、审批型 hook
以及 sub-turn 接入。当前实现已经覆盖主 turn 的 HookManager、LLM/Tool 拦截和审批;
sub-turn 事件已接入 runtime event bus。
### 一个关键现实
@ -73,19 +75,19 @@ pi-mono 的核心思路更接近当前分支:
## 设计原则
- Hook 必须建立在 `pkg/agent` 的 EventBus 和 turn 上下文之上
- EventBus 负责广播HookManager 负责拦截,两者职责分离
- Hook 必须建立在 `pkg/events` runtime event bus 和 turn 上下文之上
- runtime event bus 负责广播HookManager 负责拦截,两者职责分离
- 项目内挂载要简单,项目外挂载必须走 IPC
- 观察型 hook 不能阻塞 loop拦截型 hook 必须有超时
- 先覆盖主 turn不把 sub-turn 一次做满
- 不新增第二套用户事件命名系统,优先复用 `EventKind.String()`
- 不新增第二套用户事件命名系统,新观察点统一使用 `pkg/events.Kind`
## 总体架构
分成三层:
1. `EventBus`
负责广播只读事件,现有实现直接复用
1. `pkg/events` runtime event bus
负责广播只读事件,覆盖 agent、channel、gateway、bus、MCP 等运行时组件
2. `HookManager`
负责管理 hook、排序、超时、错误隔离并在 `runTurn()` 的明确检查点执行同步拦截
@ -97,7 +99,7 @@ pi-mono 的核心思路更接近当前分支:
换句话说:
- EventBus 是“发生了什么”
- runtime event bus 是“发生了什么”
- HookManager 是“谁能介入”
- HookMount 是“这些 hook 从哪里来”
@ -113,11 +115,11 @@ pi-mono 的核心思路更接近当前分支:
```go
type EventObserver interface {
OnEvent(ctx context.Context, evt agent.Event) error
OnRuntimeEvent(ctx context.Context, evt events.Event) error
}
```
这类 hook 直接订阅 EventBus 即可。
这类 hook 直接订阅 runtime event bus 即可。
适用场景:
@ -156,7 +158,7 @@ type ToolApprover interface {
## 对外暴露的最小 hook 面
V1 不需要把所有 EventKind 都变成可拦截点。
V1 不需要把所有 runtime event kind 都变成可拦截点。
建议只开放这些同步 hook
@ -168,19 +170,19 @@ V1 不需要把所有 EventKind 都变成可拦截点。
其余节点继续作为只读事件暴露:
- `turn_start`
- `turn_end`
- `llm_request`
- `llm_response`
- `tool_exec_start`
- `tool_exec_end`
- `tool_exec_skipped`
- `steering_injected`
- `follow_up_queued`
- `interrupt_received`
- `context_compress`
- `session_summarize`
- `error`
- `agent.turn.start`
- `agent.turn.end`
- `agent.llm.request`
- `agent.llm.response`
- `agent.tool.exec_start`
- `agent.tool.exec_end`
- `agent.tool.exec_skipped`
- `agent.steering.injected`
- `agent.follow_up.queued`
- `agent.interrupt.received`
- `agent.context.compress`
- `agent.session.summarize`
- `agent.error`
`subturn_*` 在 V1 中保留名字,但不承诺一定触发,直到子 turn 迁移完成。
@ -369,7 +371,7 @@ PicoClaw 启动外部进程,并在其 stdin/stdout 上跑协议。
### 观察链路
```text
runTurn() -> emitEvent() -> EventBus -> observers
runTurn() -> emitEvent() -> runtime event bus -> observers
```
### 拦截链路
@ -453,7 +455,7 @@ V1 不做复杂自动发现。
### Phase 3
- 把 `SubagentManager` 迁移到 `runTurn/sub-turn`
- 接通 `subturn_spawn` / `subturn_end` / `subturn_result_delivered`
- 接通 `agent.subturn.spawn` / `agent.subturn.end` / `agent.subturn.result_delivered`
### Phase 4
@ -464,13 +466,13 @@ V1 不做复杂自动发现。
最适合 PicoClaw 当前分支的方案,不是直接复制 OpenClaw 的 hooks也不是完整照搬 pi-mono 的 extension system而是
- 以现有 `EventBus` 为只读观察面
- 以 `pkg/events` runtime event bus 为只读观察面
- 以新增 `HookManager` 为同步拦截面
- 项目内通过 Go 对象直接挂载
- 项目外通过 `stdio JSON-RPC` 进程通信挂载
这样做有三个好处:
- 和 `#1796` 一致hooks 只是 EventBus 之上的消费层
- 和 `#1796` 一致hooks 只是 runtime event bus 之上的消费层
- 和当前 `refactor/agent` 实现一致,不需要推翻已有事件系统
- 同时满足“仓内简单挂载”和“仓外进程通信挂载”两个硬需求

View file

@ -78,17 +78,17 @@ Inspired by [LiteLLM](https://docs.litellm.ai/docs/proxy/configs) design:
"model_name": "deepseek-chat",
"model": "openai/deepseek-chat",
"api_base": "https://api.deepseek.com/v1",
"api_key": "sk-xxx"
"api_keys": ["sk-xxx"]
},
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-xxx"
"api_keys": ["sk-xxx"]
},
{
"model_name": "claude-sonnet-4.6",
"model": "anthropic/claude-sonnet-4.6",
"api_key": "sk-xxx"
"api_keys": ["sk-xxx"]
},
{
"model_name": "gemini-3-flash",
@ -99,7 +99,7 @@ Inspired by [LiteLLM](https://docs.litellm.ai/docs/proxy/configs) design:
"model_name": "my-company-llm",
"model": "openai/company-model-v1",
"api_base": "https://llm.company.com/v1",
"api_key": "xxx"
"api_keys": ["xxx"]
}
],
@ -252,7 +252,7 @@ func (c *Config) GetModelConfig(modelName string) (*ModelConfig, error) {
{
"providers": {
"deepseek": {
"api_key": "sk-xxx",
"api_keys": ["sk-xxx"],
"api_base": "https://api.deepseek.com/v1"
}
},

View file

@ -4,7 +4,7 @@
## 💬 Applications de Chat
Communiquez avec votre PicoClaw via Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot ou MaixCam.
Communiquez avec votre PicoClaw via Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MQTT ou MaixCam.
> **Note** : Tous les canaux basés sur les webhooks (LINE, WeCom, etc.) sont servis sur un seul serveur HTTP Gateway partagé (`gateway.host`:`gateway.port`, par défaut `127.0.0.1:18790`). Il n'y a pas de ports par canal à configurer. Note : Feishu utilise le mode WebSocket/SDK et n'utilise pas le serveur HTTP webhook partagé.
@ -23,6 +23,7 @@ Communiquez avec votre PicoClaw via Telegram, Discord, WhatsApp, Matrix, QQ, Din
| **Feishu (飞书)** | ⭐⭐⭐ Avancé | Collaboration entreprise, fonctionnalités riches | [Documentation](../channels/feishu/README.fr.md) |
| **IRC** | ⭐⭐ Moyen | Serveur + configuration TLS | [Documentation](#irc) |
| **OneBot** | ⭐⭐ Moyen | Compatible NapCat/Go-CQHTTP, écosystème communautaire | [Documentation](../channels/onebot/README.fr.md) |
| **MQTT** | ⭐ Facile | N'importe quel client MQTT via broker pub/sub | [Documentation](../channels/mqtt/README.fr.md) |
| **MaixCam** | ⭐ Facile | Canal d'intégration matérielle pour caméras AI Sipeed | [Documentation](../channels/maixcam/README.fr.md) |
| **Pico** | ⭐ Facile | Canal protocole natif PicoClaw | |
@ -681,3 +682,67 @@ picoclaw gateway
```
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
N'importe quel client MQTT peut communiquer avec PicoClaw via un broker. Les appareils ou services publient des requêtes vers le broker ; PicoClaw s'abonne, les traite et publie les réponses en retour.
**1. Configurer**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://votre-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
Nom d'utilisateur et mot de passe dans `~/.picoclaw/.security.yml` :
```yaml
channel_list:
mqtt:
settings:
username: votre_utilisateur
password: votre_mot_de_passe
```
**Format des topics**
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
Le `client_id` est défini par votre application cliente pour identifier les appareils ou sessions.
**2. Lancer**
```bash
picoclaw gateway
```
**3. Tester**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Bonjour"}'
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
Pour les options complètes, voir [Documentation du canal MQTT](../channels/mqtt/README.fr.md).
</details>

View file

@ -25,6 +25,7 @@ PicoClaw は複数のチャットプラットフォームをサポートして
| **Feishu (飛書)** | ⭐⭐⭐ やや難 | エンタープライズコラボレーション、機能豊富 | [ドキュメント](../channels/feishu/README.ja.md) |
| **IRC** | ⭐⭐ 中程度 | サーバー + TLS 設定 | [ドキュメント](#irc) |
| **OneBot** | ⭐⭐ 中程度 | NapCat/Go-CQHTTP 互換、コミュニティエコシステム充実 | [ドキュメント](../channels/onebot/README.ja.md) |
| **MQTT** | ⭐ 簡単 | ブローカー経由で任意の MQTT クライアントと通信 | [ドキュメント](../channels/mqtt/README.ja.md) |
| **MaixCam** | ⭐ 簡単 | Sipeed AI カメラハードウェア統合チャネル | [ドキュメント](../channels/maixcam/README.ja.md) |
| **Pico** | ⭐ 簡単 | PicoClaw ネイティブプロトコルチャネル | |
@ -670,3 +671,67 @@ picoclaw gateway
```
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
任意の MQTT クライアントがブローカーを介して PicoClaw と通信できます。デバイスやサービスがブローカーにリクエストをパブリッシュし、PicoClaw がサブスクライブして処理し、レスポンスをパブリッシュして返します。
**1. 設定**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
ユーザー名とパスワードは `~/.picoclaw/.security.yml` に記載します:
```yaml
channel_list:
mqtt:
settings:
username: your_username
password: your_password
```
**トピック形式**
```
{prefix}/{agent_id}/{client_id}/request # クライアント → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → クライアント
```
`client_id` はクライアントアプリケーションがデバイスやセッションを識別するために設定します。
**2. 起動**
```bash
picoclaw gateway
```
**3. テスト**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "こんにちは"}'
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
完全な設定オプションは [MQTT チャンネルドキュメント](../channels/mqtt/README.ja.md) を参照してください。
</details>

View file

@ -4,7 +4,7 @@
## 💬 Chat Apps
Talk to your picoclaw through Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MaixCam, or Pico (native protocol)
Talk to your picoclaw through Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MQTT, MaixCam, or Pico (native protocol)
> **Note**: Channels that rely on HTTP callbacks share a single Gateway HTTP server (`gateway.host`:`gateway.port`, default `127.0.0.1:18790`). Socket/stream-based channels such as Feishu, DingTalk, and WeCom do not rely on the shared webhook server for inbound delivery.
@ -23,6 +23,7 @@ Talk to your picoclaw through Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk,
| **Feishu (飞书)** | ⭐⭐⭐ Advanced | Enterprise collaboration, feature-rich | [Docs](../channels/feishu/README.md) |
| **IRC** | ⭐⭐ Medium | Server + TLS configuration | [Docs](#irc) |
| **OneBot** | ⭐⭐ Medium | NapCat/Go-CQHTTP compatible, community ecosystem | [Docs](../channels/onebot/README.md) |
| **MQTT** | ⭐ Easy | Any MQTT client via broker pub/sub | [Docs](../channels/mqtt/README.md) |
| **MaixCam** | ⭐ Easy | Hardware integration channel for Sipeed AI cameras | [Docs](../channels/maixcam/README.md) |
| **Pico** | ⭐ Easy | Native PicoClaw protocol channel | |
@ -587,3 +588,69 @@ picoclaw gateway
```
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
Any MQTT client can communicate with PicoClaw via a broker. Devices or services publish requests to the broker; PicoClaw subscribes, processes them, and publishes responses back.
**1. Configure**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
Username and password go in `~/.picoclaw/.security.yml`:
```yaml
channel_list:
mqtt:
settings:
username: your_username
password: your_password
```
**Topic format**
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
`client_id` is set by your client application to identify different devices or sessions.
**2. Run**
```bash
picoclaw gateway
```
**3. Test**
```bash
# Send a message
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Hello"}'
# Subscribe to responses
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
For full configuration options see [MQTT Channel Docs](../channels/mqtt/README.md).
</details>

View file

@ -4,7 +4,7 @@
## 💬 Aplikasi Sembang
Berbual dengan picoclaw anda melalui Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MaixCam, atau Pico (protokol asli)
Berbual dengan picoclaw anda melalui Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MQTT, MaixCam, atau Pico (protokol asli)
> **Nota**: Semua saluran berasaskan webhook (LINE, WeCom, dan sebagainya) diservis pada satu pelayan HTTP Gateway yang dikongsi (`gateway.host`:`gateway.port`, lalai `127.0.0.1:18790`). Tiada port khusus per saluran untuk dikonfigurasikan. Nota: Feishu menggunakan mod WebSocket/SDK dan tidak menggunakan pelayan HTTP webhook yang dikongsi.
@ -22,6 +22,7 @@ Berbual dengan picoclaw anda melalui Telegram, Discord, WhatsApp, Matrix, QQ, Di
| **Slack** | Sederhana (Bot token + App token) |
| **IRC** | Sederhana (pelayan + konfigurasi TLS) |
| **OneBot** | Sederhana (QQ melalui protokol OneBot) |
| **MQTT** | Mudah (broker + agent_id) |
| **MaixCam** | Mudah (integrasi perkakasan Sipeed) |
| **Pico** | Protokol PicoClaw asli |
@ -445,3 +446,67 @@ picoclaw gateway
> **Nota**: WeCom AI Bot menggunakan protokol streaming pull — tiada isu timeout balasan. Tugasan panjang (>30 saat) akan bertukar secara automatik kepada penghantaran push `response_url`.
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
Mana-mana client MQTT boleh berkomunikasi dengan PicoClaw melalui broker. Peranti atau perkhidmatan menerbitkan permintaan ke broker; PicoClaw melanggan, memproses dan menerbitkan respons kembali.
**1. Konfigurasi**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
Nama pengguna dan kata laluan dalam `~/.picoclaw/.security.yml`:
```yaml
channel_list:
mqtt:
settings:
username: nama_pengguna
password: kata_laluan
```
**Format topik**
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
`client_id` ditetapkan oleh aplikasi client anda untuk mengenal pasti peranti atau sesi.
**2. Jalankan**
```bash
picoclaw gateway
```
**3. Uji**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Helo"}'
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
Untuk semua pilihan konfigurasi, lihat [Dokumentasi Saluran MQTT](../channels/mqtt/README.md).
</details>

View file

@ -4,7 +4,7 @@
## 💬 Aplicativos de Chat
Converse com seu picoclaw através do Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot ou MaixCam
Converse com seu picoclaw através do Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MQTT ou MaixCam
> **Nota**: Todos os canais baseados em webhook (LINE, WeCom, etc.) são servidos em um único servidor HTTP Gateway compartilhado (`gateway.host`:`gateway.port`, padrão `127.0.0.1:18790`). Não há portas por canal para configurar. Nota: Feishu usa o modo WebSocket/SDK e não utiliza o servidor HTTP webhook compartilhado.
@ -23,6 +23,7 @@ Converse com seu picoclaw através do Telegram, Discord, WhatsApp, Matrix, QQ, D
| **Feishu (飞书)** | ⭐⭐⭐ Avançado | Colaboração empresarial, rico em recursos | [Documentação](../channels/feishu/README.pt-br.md) |
| **IRC** | ⭐⭐ Médio | Servidor + configuração TLS | [Documentação](#irc) |
| **OneBot** | ⭐⭐ Médio | Compatível com NapCat/Go-CQHTTP, ecossistema comunitário | [Documentação](../channels/onebot/README.pt-br.md) |
| **MQTT** | ⭐ Fácil | Qualquer cliente MQTT via broker pub/sub | [Documentação](../channels/mqtt/README.pt-br.md) |
| **MaixCam** | ⭐ Fácil | Canal de integração de hardware para câmeras AI Sipeed | [Documentação](../channels/maixcam/README.pt-br.md) |
| **Pico** | ⭐ Fácil | Canal de protocolo nativo PicoClaw | |
@ -695,3 +696,67 @@ picoclaw gateway
```
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
Qualquer cliente MQTT pode se comunicar com o PicoClaw via broker. Dispositivos ou serviços publicam requisições para o broker; o PicoClaw assina, processa e publica as respostas de volta.
**1. Configurar**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://seu-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
Nome de usuário e senha em `~/.picoclaw/.security.yml`:
```yaml
channel_list:
mqtt:
settings:
username: seu_usuario
password: sua_senha
```
**Formato dos tópicos**
```
{prefix}/{agent_id}/{client_id}/request # Cliente → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Cliente
```
O `client_id` é definido pela sua aplicação cliente para identificar dispositivos ou sessões.
**2. Iniciar**
```bash
picoclaw gateway
```
**3. Testar**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Olá"}'
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
Para todas as opções de configuração, veja a [Documentação do Canal MQTT](../channels/mqtt/README.pt-br.md).
</details>

View file

@ -4,7 +4,7 @@
## 💬 Ứng Dụng Chat
Trò chuyện với picoclaw của bạn qua Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot hoặc MaixCam
Trò chuyện với picoclaw của bạn qua Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, WeCom, Feishu, Slack, IRC, OneBot, MQTT hoặc MaixCam
> **Lưu ý**: Tất cả các kênh dựa trên webhook (LINE, WeCom, v.v.) được phục vụ trên một máy chủ HTTP Gateway chung (`gateway.host`:`gateway.port`, mặc định `127.0.0.1:18790`). Không có port riêng cho từng kênh. Lưu ý: Feishu sử dụng chế độ WebSocket/SDK và không sử dụng máy chủ HTTP webhook chung.
@ -23,6 +23,7 @@ Trò chuyện với picoclaw của bạn qua Telegram, Discord, WhatsApp, Matrix
| **Feishu (飞书)** | ⭐⭐⭐ Nâng cao | Cộng tác doanh nghiệp, nhiều tính năng | [Tài liệu](../channels/feishu/README.vi.md) |
| **IRC** | ⭐⭐ Trung bình | Máy chủ + cấu hình TLS | [Tài liệu](#irc) |
| **OneBot** | ⭐⭐ Trung bình | Tương thích NapCat/Go-CQHTTP, hệ sinh thái cộng đồng | [Tài liệu](../channels/onebot/README.vi.md) |
| **MQTT** | ⭐ Dễ | Bất kỳ client MQTT nào qua broker pub/sub | [Tài liệu](../channels/mqtt/README.vi.md) |
| **MaixCam** | ⭐ Dễ | Kênh tích hợp phần cứng cho camera AI Sipeed | [Tài liệu](../channels/maixcam/README.vi.md) |
| **Pico** | ⭐ Dễ | Kênh giao thức bản địa PicoClaw | |
@ -696,3 +697,67 @@ picoclaw gateway
```
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
Bất kỳ client MQTT nào đều có thể giao tiếp với PicoClaw qua broker. Thiết bị hoặc dịch vụ publish yêu cầu lên broker; PicoClaw subscribe, xử lý và publish phản hồi trở lại.
**1. Cấu hình**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
Tên người dùng và mật khẩu trong `~/.picoclaw/.security.yml`:
```yaml
channel_list:
mqtt:
settings:
username: ten_nguoi_dung
password: mat_khau
```
**Định dạng topic**
```
{prefix}/{agent_id}/{client_id}/request # Client → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → Client
```
`client_id` do ứng dụng client đặt để phân biệt thiết bị hoặc phiên.
**2. Khởi động**
```bash
picoclaw gateway
```
**3. Kiểm tra**
```bash
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "Xin chào"}'
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
Xem đầy đủ tùy chọn cấu hình tại [Tài liệu Kênh MQTT](../channels/mqtt/README.vi.md).
</details>

View file

@ -4,7 +4,7 @@
## 💬 聊天应用集成 (Chat Apps)
PicoClaw 支持多种聊天平台,使您的 Agent 能够连接到任何地方。
PicoClaw 支持多种聊天平台,使您的 Agent 能够连接到任何地方,包括 Telegram、Discord、WhatsApp、微信、QQ、钉钉、LINE、企业微信、飞书、Slack、IRC、OneBot、MQTT、MaixCam 等
> **注意**: 依赖 HTTP 回调的渠道共用同一个 Gateway HTTP 服务器(`gateway.host`:`gateway.port`,默认 `127.0.0.1:18790`),无需为每个渠道单独配置端口。飞书、钉钉、企业微信这类 Socket/Stream 模式渠道不依赖共享 webhook 服务器来接收入站消息。
@ -25,6 +25,7 @@ PicoClaw 支持多种聊天平台,使您的 Agent 能够连接到任何地方
| **飞书 (Feishu)** | ⭐⭐⭐ 较难 | 企业级协作,功能丰富 | [查看文档](../channels/feishu/README.zh.md) |
| **IRC** | ⭐⭐ 中等 | 服务器 + TLS 配置 | [查看文档](#irc) |
| **OneBot** | ⭐⭐ 中等 | 兼容 NapCat/Go-CQHTTP社区生态丰富 | [查看文档](../channels/onebot/README.zh.md) |
| **MQTT** | ⭐ 简单 | 任意 MQTT 客户端通过 Broker 收发消息 | [查看文档](../channels/mqtt/README.zh.md) |
| **MaixCam** | ⭐ 简单 | 专为 AI 摄像头设计的硬件集成通道 | [查看文档](../channels/maixcam/README.zh.md) |
| **Pico** | ⭐ 简单 | PicoClaw 原生协议通道 | |
@ -610,3 +611,69 @@ picoclaw gateway
```
</details>
<a id="mqtt"></a>
<details>
<summary><b>MQTT</b></summary>
任意 MQTT 客户端均可通过 Broker 与 PicoClaw 通信。设备或服务向 Broker 发布请求PicoClaw 订阅后处理并将响应发布回去。
**1. 配置**
```json
{
"channel_list": {
"mqtt": {
"enabled": true,
"type": "mqtt",
"settings": {
"broker": "ssl://your-broker:8883",
"agent_id": "assistant",
"topic_prefix": "/picoclaw",
"keep_alive": 60,
"qos": 0
}
}
}
}
```
用户名和密码存储于 `~/.picoclaw/.security.yml`
```yaml
channel_list:
mqtt:
settings:
username: your_username
password: your_password
```
**Topic 格式**
```
{prefix}/{agent_id}/{client_id}/request # 客户端 → PicoClaw
{prefix}/{agent_id}/{client_id}/response # PicoClaw → 客户端
```
`client_id` 由客户端自行指定,用于区分不同设备或会话。
**2. 运行**
```bash
picoclaw gateway
```
**3. 测试**
```bash
# 发送消息
mosquitto_pub -t "/picoclaw/assistant/device1/request" \
-m '{"text": "你好"}'
# 订阅响应
mosquitto_sub -t "/picoclaw/assistant/device1/response"
```
完整配置选项请参考 [MQTT 渠道文档](../channels/mqtt/README.zh.md)。
</details>

View file

@ -0,0 +1,281 @@
# ⚙️ Guida alla Configurazione
> Torna al [README](../../README.md)
## ⚙️ Configurazione
File di configurazione: `~/.picoclaw/config.json`
### Variabili d'Ambiente
Puoi sovrascrivere i percorsi predefiniti usando variabili d'ambiente. Questo è utile per installazioni portatili, distribuzioni containerizzate, o per eseguire picoclaw come servizio di sistema. Queste variabili sono indipendenti e controllano percorsi diversi.
| Variabile | Descrizione | Percorso Predefinito |
|-------------------|-----------------------------------------------------------------------------------------------------------------------------------------|---------------------------|
| `PICOCLAW_CONFIG` | Sovrascrive il percorso al file di configurazione. Indica direttamente a picoclaw quale `config.json` caricare, ignorando tutte le altre posizioni. | `~/.picoclaw/config.json` |
| `PICOCLAW_HOME` | Sovrascrive la directory radice per i dati di picoclaw. Modifica la posizione predefinita del `workspace` e delle altre directory dati. | `~/.picoclaw` |
**Esempi:**
```bash
# Esegui picoclaw usando un file di configurazione specifico
# Il percorso del workspace verrà letto da quel file di configurazione
PICOCLAW_CONFIG=/etc/picoclaw/production.json picoclaw gateway
# Esegui picoclaw con tutti i dati salvati in /opt/picoclaw
# La configurazione verrà caricata dal percorso predefinito ~/.picoclaw/config.json
# Il workspace verrà creato in /opt/picoclaw/workspace
PICOCLAW_HOME=/opt/picoclaw picoclaw agent
# Usa entrambi per un setup completamente personalizzato
PICOCLAW_HOME=/srv/picoclaw PICOCLAW_CONFIG=/srv/picoclaw/main.json picoclaw gateway
```
### Struttura del Workspace
PicoClaw salva i dati nel workspace configurato (predefinito: `~/.picoclaw/workspace`):
```
~/.picoclaw/workspace/
├── sessions/ # Sessioni di conversazione e cronologia
├── memory/ # Memoria a lungo termine (MEMORY.md)
├── state/ # Stato persistente (ultimo canale, ecc.)
├── cron/ # Database dei job pianificati
├── skills/ # Skill personalizzate
├── AGENT.md # Guida al comportamento dell'agent
├── HEARTBEAT.md # Prompt per task periodici (controllato ogni 30 min)
├── SOUL.md # Anima dell'agent
└── USER.md # Preferenze dell'utente
```
> **Nota:** Le modifiche a `AGENT.md`, `SOUL.md`, `USER.md` e `memory/MEMORY.md` vengono rilevate automaticamente a runtime tramite il tracciamento della data di modifica (mtime). **Non è necessario riavviare il gateway** dopo aver modificato questi file — l'agent caricherà il nuovo contenuto alla prossima richiesta.
### Sorgenti delle Skill
Per impostazione predefinita, le skill vengono caricate da:
1. `~/.picoclaw/workspace/skills` (workspace)
2. `~/.picoclaw/skills` (globale)
3. `<current-working-directory>/skills` (builtin)
Per configurazioni avanzate/di test, puoi sovrascrivere la directory radice delle skill builtin con:
```bash
export PICOCLAW_BUILTIN_SKILLS=/path/to/skills
```
### Politica Unificata di Esecuzione dei Comandi
- I comandi slash generici vengono eseguiti tramite un unico percorso in `pkg/agent/loop.go` via `commands.Executor`.
- Gli adattatori dei canali non consumano più localmente i comandi generici; inoltrano il testo in entrata al percorso bus/agent. Telegram registra ancora automaticamente i comandi supportati all'avvio.
- Un comando slash sconosciuto (ad esempio `/foo`) viene passato all'elaborazione LLM come se fosse un messaggio dell'utente.
- Un comando registrato ma non supportato sul canale corrente (ad esempio `/show` su WhatsApp) restituisce un errore esplicito all'utente e interrompe l'elaborazione.
### Allowlist dei Tool per Agent
La dichiarazione dei tool per-agent vive nel frontmatter di `AGENT.md`, non in `config.json`.
Se `tools` è omesso nel frontmatter, l'agent riceve il normale set globale dei tool abilitati. Se `tools` è presente, PicoClaw registra per quell'agent solo i tool runtime elencati.
```md
---
name: Research Agent
description: Specialista per ricerca web e analisi approfondita.
tools: [read_file, write_file, web_search, web_fetch, message]
skills: [deep-research]
mcpServers: [web-index]
---
Sei l'agent di ricerca.
```
Note:
- È una allowlist reale, non un suggerimento per l'LLM.
- I nomi dei tool fanno match 1:1 con il nome runtime del tool.
- Se ti serve controllo preciso, usa i nomi runtime effettivi come `web_search`, `web_fetch`, `spawn`, `subagent`, `send_file`.
- Le dichiarazioni dei tool in `AGENT.md` sono usate dal runtime e dai tool, ma non vengono iniettate nel prompt di discovery.
### Discovery Multi-Agent (Automatica)
Quando un agent ha peer spawnabili, PicoClaw inietta automaticamente nel suo system prompt un registry strutturato dei peer. Non serve una chiamata aggiuntiva a un tool `list_agents`.
Questa discovery serve soprattutto a rendere affidabile la delega tramite `spawn` con `agent_id` esplicito.
Ogni entry include:
| Campo | Significato |
|-------|-------------|
| `id` | ID stabile dell'agent |
| `name` | Nome identitario da `AGENT.md` frontmatter |
| `description` | Descrizione identitaria da `AGENT.md` frontmatter |
Dettagli importanti:
- La sezione include solo i peer che l'agent corrente può spawnare tramite `subagents.allow_agents`.
- L'agent corrente e i peer non spawnabili vengono omessi, così il modello non pianifica contro agent non disponibili.
- La discovery è volutamente leggera. Fornisce al modello solo l'identità necessaria per scegliere un peer: `id`, `name`, `description`.
- `config.json` resta il layer infrastrutturale: workspace, agent di default, routing e permessi di subagent. Questi permessi controllano anche la visibilità nella discovery.
- `AGENT.md` resta il layer di identità. Il codice runtime e i tool possono comunque usare `tools`, `skills`, `mcpServers` e `model` quando avviene la delega.
Forma dell'oggetto iniettato:
```json
{
"agents": [
{
"id": "research",
"name": "Research Agent",
"description": "Specialista per investigazioni e lavoro web."
}
]
}
```
In pratica, un agent generalista sceglie un peer in base alla descrizione del suo ruolo, poi chiama `spawn` con l'`agent_id` del peer. Il runtime risolve il resto.
### 🔒 Sandbox di Sicurezza
PicoClaw esegue in un ambiente sandboxed per impostazione predefinita. L'agent può accedere solo ai file ed eseguire comandi all'interno del workspace configurato.
#### Configurazione Predefinita
```json
{
"agents": {
"defaults": {
"workspace": "~/.picoclaw/workspace",
"restrict_to_workspace": true
}
}
}
```
| Opzione | Predefinito | Descrizione |
| ----------------------- | ----------------------- | ---------------------------------------------------- |
| `workspace` | `~/.picoclaw/workspace` | Directory di lavoro dell'agent |
| `restrict_to_workspace` | `true` | Limita l'accesso a file/comandi al workspace |
#### Strumenti Protetti
Quando `restrict_to_workspace: true`, i seguenti strumenti sono in sandbox:
| Strumento | Funzione | Restrizione |
| ------------- | ------------------------- | ---------------------------------------------------- |
| `read_file` | Legge file | Solo file all'interno del workspace |
| `write_file` | Scrive file | Solo file all'interno del workspace |
| `list_dir` | Elenca directory | Solo directory all'interno del workspace |
| `edit_file` | Modifica file | Solo file all'interno del workspace |
| `append_file` | Aggiunge ai file | Solo file all'interno del workspace |
| `exec` | Esegue comandi | I percorsi dei comandi devono essere nel workspace |
#### Protezione Exec Aggiuntiva
Anche con `restrict_to_workspace: false`, lo strumento `exec` blocca questi comandi pericolosi:
* `rm -rf`, `del /f`, `rmdir /s` — Cancellazione di massa
* `format`, `mkfs`, `diskpart` — Formattazione del disco
* `dd if=` — Imaging del disco
* Scrittura su `/dev/sd[a-z]` — Scritture dirette su disco
* `shutdown`, `reboot`, `poweroff` — Spegnimento del sistema
* Fork bomb `:(){ :|:& };:`
### Controllo Accesso ai File
| Chiave di configurazione | Tipo | Predefinito | Descrizione |
|--------------------------|------|-------------|-------------|
| `tools.allow_read_paths` | string[] | `[]` | Percorsi aggiuntivi consentiti per la lettura al di fuori del workspace |
| `tools.allow_write_paths` | string[] | `[]` | Percorsi aggiuntivi consentiti per la scrittura al di fuori del workspace |
### Sicurezza Exec
| Chiave di configurazione | Tipo | Predefinito | Descrizione |
|--------------------------|------|-------------|-------------|
| `tools.exec.allow_remote` | bool | `false` | Consente lo strumento exec da canali remoti (Telegram/Discord ecc.) |
| `tools.exec.enable_deny_patterns` | bool | `true` | Abilita l'intercettazione dei comandi pericolosi |
| `tools.exec.custom_deny_patterns` | string[] | `[]` | Pattern regex personalizzati da bloccare |
| `tools.exec.custom_allow_patterns` | string[] | `[]` | Pattern regex personalizzati da consentire |
> **Nota di sicurezza:** La protezione dei symlink è abilitata per impostazione predefinita — tutti i percorsi file vengono risolti tramite `filepath.EvalSymlinks` prima del confronto con la whitelist, prevenendo attacchi di escape tramite symlink.
#### Limitazione Nota: Processi Figlio degli Strumenti di Build
Il controllo di sicurezza exec ispeziona solo la riga di comando avviata direttamente da PicoClaw. Non ispeziona ricorsivamente i processi figlio generati da strumenti di sviluppo consentiti come `make`, `go run`, `cargo`, `npm run` o script di build personalizzati.
Ciò significa che un comando di primo livello può comunque compilare o avviare altri binari dopo aver superato il controllo iniziale. In pratica, tratta gli script di build, i Makefile, gli script di pacchetti e i binari generati come codice eseguibile che richiede lo stesso livello di revisione di un comando shell diretto.
Per ambienti ad alto rischio:
* Esamina gli script di build prima dell'esecuzione.
* Preferisci l'approvazione/revisione manuale per i workflow di compilazione ed esecuzione.
* Esegui PicoClaw in un container o VM se hai bisogno di un isolamento più forte di quello fornito dal controllo integrato.
#### Esempi di Errore
```
[ERROR] tool: Tool execution failed
{tool=exec, error=Command blocked by safety guard (path outside working dir)}
```
```
[ERROR] tool: Tool execution failed
{tool=exec, error=Command blocked by safety guard (dangerous pattern detected)}
```
#### Disabilitare le Restrizioni (Rischio di Sicurezza)
Se hai bisogno che l'agent acceda a percorsi al di fuori del workspace:
**Metodo 1: File di configurazione**
```json
{
"agents": {
"defaults": {
"restrict_to_workspace": false
}
}
}
```
**Metodo 2: Variabile d'ambiente**
```bash
export PICOCLAW_AGENTS_DEFAULTS_RESTRICT_TO_WORKSPACE=false
```
> ⚠️ **Attenzione**: Disabilitare questa restrizione consente all'agent di accedere a qualsiasi percorso sul tuo sistema. Usare con cautela solo in ambienti controllati.
#### Coerenza dei Confini di Sicurezza
L'impostazione `restrict_to_workspace` si applica in modo coerente a tutti i percorsi di esecuzione:
| Percorso di esecuzione | Confine di sicurezza |
| ---------------------- | --------------------------------- |
| Main Agent | `restrict_to_workspace` ✅ |
| Subagent / Spawn | Eredita la stessa restrizione ✅ |
| Heartbeat tasks | Eredita la stessa restrizione ✅ |
Tutti i percorsi condividono la stessa restrizione del workspace — non è possibile aggirare il confine di sicurezza tramite subagent o task pianificati.
### Heartbeat (Task Periodici)
PicoClaw può eseguire task periodici automaticamente. Crea un file `HEARTBEAT.md` nel tuo workspace:
```markdown
# Periodic Tasks
- Check my email for important messages
- Review my calendar for upcoming events
- Check the weather forecast
```
L'agent leggerà questo file ogni 30 minuti (configurabile) ed eseguirà tutti i task usando gli strumenti disponibili.
#### Task Asincroni con Spawn
Per task di lunga durata (ricerca web, chiamate API), usa lo strumento `spawn` per creare un **subagent**:
```markdown
# Periodic Tasks
```

View file

@ -69,6 +69,36 @@ PicoClaw stores data in your configured workspace (default: `~/.picoclaw/workspa
> **Note:** Changes to `AGENT.md`, `SOUL.md`, `USER.md` and `memory/MEMORY.md` are automatically detected at runtime via file modification time (mtime) tracking. You do **not** need to restart the gateway after editing these files — the agent picks up the new content on the next request.
### Agent Self-Evolution
The `evolution` block controls PicoClaw's self-evolution runtime. When enabled, the agent records completed turns as learning records. In higher modes it can group repeated successful patterns, generate skill drafts, and optionally apply accepted drafts into workspace skills.
```json
{
"evolution": {
"enabled": false,
"mode": "observe",
"state_dir": "",
"min_task_count": 2,
"min_success_ratio": 0.7,
"cold_path_trigger": "after_turn",
"cold_path_times": []
}
}
```
| Field | Default | Description |
|-------|---------|-------------|
| `enabled` | `false` | Enables learning-record capture for completed agent turns. Heartbeat turns are ignored. |
| `mode` | `observe` | `observe` records data only. `draft` can generate candidate skill drafts. `apply` can apply accepted drafts to workspace skills. |
| `state_dir` | `""` | Optional directory for evolution state. Leave empty to use the default under the workspace. |
| `min_task_count` | `2` | Minimum related task records required before a pattern is eligible for draft generation. |
| `min_success_ratio` | `0.7` | Minimum success ratio for a task cluster. Use a value greater than `0` and up to `1`. |
| `cold_path_trigger` | `after_turn` | Runs draft generation `after_turn`, on a `scheduled` cadence, or disables automatic cold-path runs when set to `manual`. There is no user-facing manual trigger yet. Applies only in `draft` and `apply` modes. |
| `cold_path_times` | `[]` | Scheduled run times used when `cold_path_trigger` is `scheduled`, written as `HH:MM` strings. |
Use `observe` first if you want to inspect learning records without generating skill changes. Use `draft` when you want PicoClaw to prepare reviewable improvements. Use `apply` only when you are comfortable letting accepted drafts update workspace skills.
### Web launcher dashboard
**picoclaw-launcher** serves a browser UI that requires password sign-in first. On first run, open `/launcher-setup` to create the dashboard password. Later manual sign-ins use `/launcher-login`.
@ -211,6 +241,69 @@ earlier and broader fallback rules later.
For more complete routing and model-tier examples, see the [Routing Guide](routing-guide.md).
### Agent Tool Allowlist
Per-agent tool declarations live in `AGENT.md` frontmatter, not in `config.json`.
If `tools` is omitted from frontmatter, the agent gets the normal globally enabled tool set. If `tools` is present, PicoClaw registers only the listed runtime tools for that agent.
```md
---
name: Research Agent
description: Specialist for web research and in-depth analysis.
tools: [read_file, write_file, web_search, web_fetch, message]
skills: [deep-research]
mcpServers: [web-index]
---
You are the research agent.
```
Notes:
- This is an allowlist, not a preference hint.
- Tool names are matched against the runtime tool name 1:1.
- Use runtime tool names such as `web_search`, `web_fetch`, `spawn`, `subagent`, `send_file`.
- Tool declarations in `AGENT.md` are used by runtime/tooling, but they are not injected into the discovery prompt.
### Agent Discovery (Automatic)
When an agent has spawnable peers and can call `spawn`, PicoClaw injects a structured agent registry into that agent's system prompt on every turn. No extra `list_agents` tool call is required.
This registry is intended to make delegation concrete and reliable, especially when using `spawn` with a target `agent_id`.
Each entry includes:
| Field | Meaning |
|-------|---------|
| `id` | Stable agent id |
| `name` | Agent identity name from `AGENT.md` frontmatter |
| `description` | Agent identity description from `AGENT.md` frontmatter |
Important behavior:
- The discovery section appears only when the current agent has the `spawn` tool and includes only peer agents it is permitted to spawn via `subagents.allow_agents`.
- The current agent and non-spawnable peers are omitted, so the model does not plan against unavailable agents.
- Discovery is intentionally lightweight. It gives the model only the identity it needs to choose a peer: `id`, `name`, and `description`.
- `config.json` remains the infrastructure layer: workspace, default agent selection, routing, and subagent permissions. Those permissions also gate discovery visibility.
- `AGENT.md` remains the identity layer. Runtime/tool code can still use its `tools`, `skills`, `mcpServers`, and `model` fields when delegation happens.
Example injected shape:
```json
{
"agents": [
{
"id": "research",
"name": "Research Agent",
"description": "Specialist for long-form investigation and web work."
}
]
}
```
In practice, this means a generalist agent can choose a peer based on its role description, then call `spawn` with the peer's `agent_id`. The runtime resolves the rest.
### 🔒 Security Sandbox
PicoClaw runs in a sandboxed environment by default. The agent can only access files and execute commands within the configured workspace.

View file

@ -67,6 +67,36 @@ PicoClaw 将数据存储在您配置的工作区中(默认:`~/.picoclaw/work
> **提示:**`AGENT.md``SOUL.md``USER.md``memory/MEMORY.md` 的修改会通过文件修改时间mtime在运行时自动检测。**无需重启 gateway**Agent 将在下一次请求时自动加载最新内容。
### Agent 自进化
`evolution` 配置块控制 PicoClaw 的自进化运行时。启用后Agent 会把已完成的回合记录为学习记录。在更高模式下,它可以聚类重复出现的成功模式、生成技能草稿,并可选择把已接受的草稿应用到工作区技能中。
```json
{
"evolution": {
"enabled": false,
"mode": "observe",
"state_dir": "",
"min_task_count": 2,
"min_success_ratio": 0.7,
"cold_path_trigger": "after_turn",
"cold_path_times": []
}
}
```
| 字段 | 默认值 | 说明 |
|------|--------|------|
| `enabled` | `false` | 启用已完成 Agent 回合的学习记录采集。Heartbeat 回合会被忽略。 |
| `mode` | `observe` | `observe` 只记录数据;`draft` 可生成候选技能草稿;`apply` 可将已接受草稿应用到工作区技能。 |
| `state_dir` | `""` | 自进化状态的可选目录。留空时使用工作区下的默认位置。 |
| `min_task_count` | `2` | 一个模式具备生成草稿资格前所需的最小相关任务记录数。 |
| `min_success_ratio` | `0.7` | 任务聚类所需的最小成功率,取值需大于 `0`,且不超过 `1`。 |
| `cold_path_trigger` | `after_turn` | 草稿生成可在 `after_turn` 后运行、按 `scheduled` 定时运行;设置为 `manual` 时会关闭自动冷路径运行。目前还没有用户可用的手动触发入口。仅在 `draft``apply` 模式下生效。 |
| `cold_path_times` | `[]` | 当 `cold_path_trigger``scheduled` 时使用的运行时间,格式为 `HH:MM` 字符串。 |
如果你只想先检查学习记录,建议从 `observe` 开始。需要生成可审查改进时使用 `draft`。只有在你接受让已通过的草稿更新工作区技能时,才使用 `apply`
### Web 启动器控制台
**picoclaw-launcher** 打开浏览器控制台前需要先使用密码登录。首次启动时打开 `/launcher-setup` 创建 dashboard 登录密码;后续手动登录使用 `/launcher-login`
@ -753,6 +783,42 @@ PicoClaw 按协议族路由提供商:
</details>
### 事件日志
PicoClaw 的 runtime events 会覆盖 agent、channel、gateway、message bus 和 MCP 等运行时组件。默认只打印 `agent.*` 事件,其他事件仍会发布到 runtime event bus但不会进入日志。
```json
{
"events": {
"logging": {
"enabled": true,
"include": ["agent.*"],
"exclude": [],
"min_severity": "info",
"include_payload": false
}
}
}
```
常用配置:
```json
{
"events": {
"logging": {
"include": ["*"],
"exclude": ["agent.llm.delta"],
"min_severity": "warn"
}
}
}
```
`include` / `exclude` 支持精确事件名和 `gateway.*``channel.lifecycle.*` 这类模式。`include_payload` 默认关闭避免把完整用户消息或工具参数写入日志agent 事件会默认输出长度、计数、状态等摘要字段。
更多字段说明和示例见 [Runtime Events 与事件日志](../architecture/runtime-events.zh.md)。
### 定时任务 / 提醒
PicoClaw 通过 `cron` 工具支持 cron 风格的定时任务。Agent 可以设置、列出和取消在指定时间触发的提醒或周期性任务。
@ -775,6 +841,7 @@ PicoClaw 通过 `cron` 工具支持 cron 风格的定时任务。Agent 可以设
| 主题 | 说明 |
| ---- | ---- |
| [敏感数据过滤](../security/sensitive_data_filtering.zh.md) | 在发送给 LLM 前,从工具结果中过滤 API 密钥和令牌 |
| [Runtime Events 与事件日志](../architecture/runtime-events.zh.md) | 统一运行时事件、日志过滤和调试配置 |
| [Hook 系统](../architecture/hooks/README.zh.md) | 事件驱动 Hook观察者、拦截器、审批 Hook |
| [Steering](../architecture/steering.md) | 在工具调用间向运行中的 Agent 注入消息 |
| [SubTurn](../architecture/subturn.md) | 子 Agent 协调、并发控制、生命周期管理 |

View file

@ -116,23 +116,47 @@ This design also enables **multi-agent support** with flexible provider selectio
#### `model_list` Entry Fields
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `model_name` | string | Yes | Unique name used to reference this model in agent config |
| `provider` | string | No | Preferred provider identifier. When present, PicoClaw sends `model` unchanged to that provider |
| `model` | string | Yes | Native model ID when `provider` is set. If `provider` is omitted, the legacy `provider/model` form is still supported |
| `api_keys` | string[] | Yes* | API key(s) for authentication. Multiple keys enable per-request rotation. Not required for local providers (Ollama, LM Studio, VLLM) |
| `api_base` | string | No | Override the default API endpoint URL |
| `proxy` | string | No | HTTP proxy URL for this model entry |
| `user_agent` | string | No | Custom `User-Agent` header sent with API requests (supported by OpenAI-compatible, Gemini, Anthropic, and Azure providers) |
| `request_timeout` | int | No | Request timeout in seconds (default varies by provider) |
| `max_tokens_field` | string | No | Override the max tokens field name in request body (e.g., `max_completion_tokens` for o1 models) |
| `thinking_level` | string | No | Extended thinking level: `off`, `low`, `medium`, `high`, `xhigh`, or `adaptive` |
| `extra_body` | object | No | Additional fields to inject into every request body |
| Field | Type | Required | Description |
|-------|------|----------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| `model_name` | string | Yes | Unique name used to reference this model in agent config |
| `provider` | string | No | Preferred provider identifier. When present, PicoClaw sends `model` unchanged to that provider |
| `model` | string | Yes | Native model ID when `provider` is set. If `provider` is omitted, the legacy `provider/model` form is still supported |
| `api_keys` | string[] | Yes* | API key(s) for authentication. Multiple keys enable per-request rotation. Not required for local providers (Ollama, LM Studio, VLLM) |
| `api_base` | string | No | Override the default API endpoint URL |
| `proxy` | string | No | HTTP proxy URL for this model entry |
| `user_agent` | string | No | Custom `User-Agent` header sent with API requests (supported by OpenAI-compatible, Gemini, Anthropic, and Azure providers) |
| `request_timeout` | int | No | Request timeout in seconds (default varies by provider) |
| `max_tokens_field` | string | No | Override the max tokens field name in request body (e.g., `max_completion_tokens` for o1 models) |
| `thinking_level` | string | No | Extended thinking level: `off`, `low`, `medium`, `high`, `xhigh`, or `adaptive` |
| `tool_schema_transform` | string | No | Optional compatibility transform for tool parameter schemas. Default: disabled. Supported values: `simple`. |
| `extra_body` | object | No | Additional fields to inject into every request body |
| `custom_headers` | object | No | Additional HTTP headers to inject into every request (e.g., `{"X-Source":"coding-plan"}`). If a key matches a built-in header, the custom value overrides the built-in one (e.g., `Authorization`, `User-Agent`, `Content-Type`, `Accept`). |
| `rpm` | int | No | Per-minute request rate limit |
| `fallbacks` | string[] | No | Fallback model names for automatic failover |
| `enabled` | bool | No | Whether this model entry is active (default: `true`) |
| `rpm` | int | No | Per-minute request rate limit |
| `fallbacks` | string[] | No | Fallback model names for automatic failover |
| `enabled` | bool | No | Whether this model entry is active (default: `true`) |
#### Tool Schema Compatibility
By default, PicoClaw now forwards tool JSON Schemas unchanged.
Some providers reject advanced JSON Schema features such as `$ref`, `$defs`, `anyOf`, `oneOf`, `allOf`, `pattern`, or numeric/string constraints inside tool declarations. For those models, you can opt into a compatibility transform per model entry with `tool_schema_transform`.
Use `simple` when the upstream provider expects the conservative style function schema subset:
```json
{
"model_name": "gemini-2.5-flash-safe-tools",
"provider": "gemini",
"model": "gemini-2.5-flash",
"api_keys": ["your-gemini-key"],
"tool_schema_transform": "simple"
}
```
Notes:
- Default behavior is disabled. If you omit `tool_schema_transform`, PicoClaw sends the original tool schema.
- The setting is per model entry, so you can enable it only for the providers that need it.
#### Provider / Model Resolution
@ -393,10 +417,8 @@ It also applies cooldown tracking per candidate to avoid immediately retrying a
],
"agents": {
"defaults": {
"model": {
"primary": "qwen-main",
"fallbacks": ["deepseek-backup", "gemini-backup"]
}
"model_name": "qwen-main",
"model_fallbacks": ["deepseek-backup", "gemini-backup"]
}
}
}

View file

@ -362,10 +362,8 @@ PicoClaw 按下面的规则解析 `provider` 和最终发给上游的模型 ID
],
"agents": {
"defaults": {
"model": {
"primary": "qwen-main",
"fallbacks": ["deepseek-backup", "gemini-backup"]
}
"model_name": "qwen-main",
"model_fallbacks": ["deepseek-backup", "gemini-backup"]
}
}
}

View file

@ -57,6 +57,14 @@
## 📢 Actualités
2026-05-11 🛒 **LicheeRV-Claw disponible sur AliExpress !** Vous pouvez désormais acheter le LicheeRV-Claw sur [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), ce qui facilite l'essai de PicoClaw sur du matériel RISC-V compact.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Support Android !** PicoClaw fonctionne maintenant sur Android ! Téléchargez l'APK sur [picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 publiée !** Refonte de l'architecture Agent (SubTurn, Hooks, Steering, EventBus), intégration WeChat/WeCom, renforcement de la sécurité (.security.yml, filtrage des données sensibles), nouveaux providers (AWS Bedrock, Azure, Xiaomi MiMo), et 35 corrections de bugs. PicoClaw a atteint **26K Stars** !
@ -346,6 +354,7 @@ Cela crée `~/.picoclaw/config.json` et le répertoire workspace.
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -355,7 +364,7 @@ Cela crée `~/.picoclaw/config.json` et le répertoire workspace.
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -479,7 +488,7 @@ PicoClaw peut effectuer des recherches sur le web pour fournir des informations
| Moteur de recherche | Clé API | Niveau gratuit | Lien |
|--------------------|---------|----------------|------|
| DuckDuckGo | Non requise | Illimité | Fallback intégré |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Requise | 1000 requêtes/jour | IA, optimisé pour le chinois |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Requise | 1500 requêtes/mois (allocation journalière) | IA, optimisé pour le chinois |
| [Tavily](https://tavily.com) | Requise | 1000 requêtes/mois | Optimisé pour les Agents IA |
| [Brave Search](https://brave.com/search/api) | Requise | 2000 requêtes/mois | Rapide et privé |
| [Perplexity](https://www.perplexity.ai) | Requise | Payant | Recherche propulsée par IA |

View file

@ -56,6 +56,14 @@
## 📢 Berita
2026-05-11 🛒 **LicheeRV-Claw tersedia di AliExpress!** Kini Anda dapat membeli LicheeRV-Claw di [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), sehingga lebih mudah mencoba PicoClaw di hardware RISC-V ringkas.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Dukungan Android!** PicoClaw sekarang berjalan di Android! Unduh APK di [picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 Dirilis!** Perombakan arsitektur Agent (SubTurn, Hooks, Steering, EventBus), integrasi WeChat/WeCom, penguatan keamanan (.security.yml, penyaringan data sensitif), provider baru (AWS Bedrock, Azure, Xiaomi MiMo), dan 35 perbaikan bug. PicoClaw telah mencapai **26K Stars**!
@ -342,6 +350,7 @@ Ini membuat `~/.picoclaw/config.json` dan direktori workspace.
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -351,7 +360,7 @@ Ini membuat `~/.picoclaw/config.json` dan direktori workspace.
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -474,7 +483,7 @@ PicoClaw dapat mencari web untuk memberikan informasi terkini. Konfigurasi di `t
| Mesin Pencari | API Key | Tier Gratis | Tautan |
|--------------|---------|-------------|--------|
| DuckDuckGo | Tidak perlu | Tidak terbatas | Fallback bawaan |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Diperlukan | 1000 kueri/hari | Bertenaga AI, dioptimalkan untuk bahasa Mandarin |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Diperlukan | 1500 kueri/bulan (alokasi harian) | Bertenaga AI, dioptimalkan untuk bahasa Mandarin |
| [Tavily](https://tavily.com) | Diperlukan | 1000 kueri/bulan | Dioptimalkan untuk AI Agent |
| [Brave Search](https://brave.com/search/api) | Diperlukan | 2000 kueri/bulan | Cepat dan privat |
| [Perplexity](https://www.perplexity.ai) | Diperlukan | Berbayar | Pencarian bertenaga AI |

View file

@ -56,6 +56,14 @@
## 📢 Novità
2026-05-11 🛒 **LicheeRV-Claw disponibile su AliExpress!** Ora puoi acquistare LicheeRV-Claw su [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), rendendo più semplice provare PicoClaw su hardware RISC-V compatto.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Supporto Android!** PicoClaw ora funziona su Android! Scarica l'APK su [picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 rilasciata!** Revisione dell'architettura Agent (SubTurn, Hooks, Steering, EventBus), integrazione WeChat/WeCom, rafforzamento della sicurezza (.security.yml, filtraggio dati sensibili), nuovi provider (AWS Bedrock, Azure, Xiaomi MiMo) e 35 correzioni di bug. PicoClaw raggiunge **26K Stars**!
@ -342,6 +350,7 @@ Questo crea `~/.picoclaw/config.json` e la directory workspace.
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -351,7 +360,7 @@ Questo crea `~/.picoclaw/config.json` e la directory workspace.
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -474,7 +483,7 @@ PicoClaw può cercare sul web per fornire informazioni aggiornate. Configura in
| Motore di Ricerca | API Key | Piano Gratuito | Link |
|-------------------|---------|----------------|------|
| DuckDuckGo | Non necessaria | Illimitato | Fallback integrato |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Richiesta | 1000 query/giorno | IA, ottimizzato per il cinese |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Richiesta | 1500 query/mese (allocazione giornaliera) | IA, ottimizzato per il cinese |
| [Tavily](https://tavily.com) | Richiesta | 1000 query/mese | Ottimizzato per AI Agent |
| [Brave Search](https://brave.com/search/api) | Richiesta | 2000 query/mese | Veloce e privato |
| [Perplexity](https://www.perplexity.ai) | Richiesta | A pagamento | Ricerca potenziata dall'IA |

View file

@ -56,6 +56,14 @@
## 📢 ニュース
2026-05-11 🛒 **LicheeRV-Claw が AliExpress で購入可能に!** [AliExpress](https://www.aliexpress.com/item/1005006519668532.html) から LicheeRV-Claw を購入できるようになり、コンパクトな RISC-V ハードウェアで PicoClaw を試しやすくなりました。
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Android サポート!** PicoClawがAndroidで動作APKは[picoclaw.io](https://picoclaw.io/download)からダウンロード
2026-03-25 🚀 **v0.2.4 リリース!** Agent アーキテクチャ全面刷新SubTurn、Hooks、Steering、EventBus、WeChat/WeCom 統合、セキュリティ強化(.security.yml、機密データフィルタリング、新プロバイダーAWS Bedrock、Azure、Xiaomi MiMo、35 件のバグ修正。PicoClaw **26K ⭐** 達成!
@ -343,6 +351,7 @@ picoclaw onboard
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -352,7 +361,7 @@ picoclaw onboard
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -475,7 +484,7 @@ PicoClaw は最新情報を提供するために Web を検索できます。`to
| 検索エンジン | API キー | 無料枠 | リンク |
|------------|---------|--------|-------|
| DuckDuckGo | 不要 | 無制限 | 内蔵フォールバック |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | 必須 | 1000 クエリ/日 | AI 搭載、中国語に最適化 |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | 必須 | 1500 クエリ/月(日次割り当て) | AI 搭載、中国語に最適化 |
| [Tavily](https://tavily.com) | 必須 | 1000 クエリ/月 | AI Agent 向けに最適化 |
| [Brave Search](https://brave.com/search/api) | 必須 | 2000 クエリ/月 | 高速でプライベート |
| [Perplexity](https://www.perplexity.ai) | 必須 | 有料 | AI 搭載検索 |

View file

@ -56,6 +56,14 @@
## 📢 뉴스
2026-05-11 🛒 **LicheeRV-Claw를 AliExpress에서 구매할 수 있습니다!** 이제 [AliExpress](https://www.aliexpress.com/item/1005006519668532.html)에서 LicheeRV-Claw를 구매해 소형 RISC-V 하드웨어에서 PicoClaw를 더 쉽게 사용해 볼 수 있습니다.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Android 지원!** PicoClaw가 이제 Android에서 실행됩니다! APK는 [picoclaw.io](https://picoclaw.io/download)에서 다운로드하세요.
2026-03-25 🚀 **v0.2.4 출시!** 에이전트 아키텍처 전면 개편(SubTurn, Hooks, Steering, EventBus), WeChat/WeCom 통합, 보안 강화(`.security.yml`, 민감 정보 필터링), 새 프로바이더(AWS Bedrock, Azure, Xiaomi MiMo), 그리고 35건의 버그 수정이 포함되었습니다. PicoClaw는 **26K 스타**를 달성했습니다!
@ -480,7 +488,7 @@ PicoClaw는 최신 정보를 제공하기 위해 웹 검색을 수행할 수 있
| 검색 엔진 | API Key | 무료 제공량 | 링크 |
|-----------|---------|-------------|------|
| DuckDuckGo | 불필요 | 무제한 | 내장 백업 검색 |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | 필수 | 하루 1000회 쿼리 | AI 기반, 중국 시장 최적화 |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | 필수 | 월 1500회 쿼리 (일할 할당) | AI 기반, 중국 시장 최적화 |
| [Tavily](https://tavily.com) | 필수 | 월 1000회 쿼리 | AI 에이전트에 최적화 |
| [Brave Search](https://brave.com/search/api) | 필수 | 월 2000회 쿼리 | 빠르고 프라이빗함 |
| [Perplexity](https://www.perplexity.ai) | 필수 | 유료 | AI 기반 검색 |

View file

@ -56,6 +56,14 @@
## 📢 Berita
2026-05-11 🛒 **LicheeRV-Claw tersedia di AliExpress!** Anda kini boleh membeli LicheeRV-Claw di [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), menjadikannya lebih mudah untuk mencuba PicoClaw pada perkakasan RISC-V yang kompak.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Sokongan Android!** PicoClaw sekarang berjalan di Android! Muat turun APK di [picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 Dikeluarkan!** Penstrukturan semula seni bina Agent (SubTurn, Hooks, Steering, EventBus), integrasi WeChat/WeCom, penguatan keselamatan (.security.yml, penapisan data sensitif), penyedia baharu (AWS Bedrock, Azure, Xiaomi MiMo), dan 35 pembetulan pepijat. PicoClaw mencapai **26K Stars**!
@ -474,7 +482,7 @@ PicoClaw boleh mencari web untuk menyediakan maklumat terkini. Konfigurasikan da
| Enjin Carian | Kunci API | Peringkat Percuma | Pautan |
|-------------|-----------|-------------------|--------|
| DuckDuckGo | Tidak perlu | Tanpa had | Sandaran terbina dalam |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Diperlukan | 1000 pertanyaan/hari | Dikuasai AI, dioptimumkan untuk China |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Diperlukan | 1500 pertanyaan/bulan (peruntukan harian) | Dikuasai AI, dioptimumkan untuk China |
| [Tavily](https://tavily.com) | Diperlukan | 1000 pertanyaan/bulan | Dioptimumkan untuk AI Agent |
| [Brave Search](https://brave.com/search/api) | Diperlukan | 2000 pertanyaan/bulan | Pantas dan peribadi |
| [Perplexity](https://www.perplexity.ai) | Diperlukan | Berbayar | Carian dikuasai AI |

View file

@ -56,6 +56,14 @@
## 📢 Novidades
2026-05-11 🛒 **LicheeRV-Claw no AliExpress!** Agora você pode comprar o LicheeRV-Claw no [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), facilitando testar o PicoClaw em hardware RISC-V compacto.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Suporte Android!** PicoClaw agora roda no Android! Baixe o APK em [picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 Lançada!** Reformulação da arquitetura Agent (SubTurn, Hooks, Steering, EventBus), integração WeChat/WeCom, fortalecimento de segurança (.security.yml, filtragem de dados sensíveis), novos providers (AWS Bedrock, Azure, Xiaomi MiMo) e 35 correções de bugs. O PicoClaw atingiu **26K Stars**!
@ -343,6 +351,7 @@ Isso cria `~/.picoclaw/config.json` e o diretório workspace.
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -352,7 +361,7 @@ Isso cria `~/.picoclaw/config.json` e o diretório workspace.
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -475,7 +484,7 @@ O PicoClaw pode pesquisar na web para fornecer informações atualizadas. Config
| Motor de Busca | API Key | Nível Gratuito | Link |
|----------------|---------|----------------|------|
| DuckDuckGo | Não necessária | Ilimitado | Fallback integrado |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Obrigatória | 1000 consultas/dia | IA, otimizado para chinês |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Obrigatória | 1500 consultas/mês (alocação diária) | IA, otimizado para chinês |
| [Tavily](https://tavily.com) | Obrigatória | 1000 consultas/mês | Otimizado para AI Agents |
| [Brave Search](https://brave.com/search/api) | Obrigatória | 2000 consultas/mês | Rápido e privado |
| [Perplexity](https://www.perplexity.ai) | Obrigatória | Pago | Busca com IA |

View file

@ -56,6 +56,14 @@
## 📢 Tin tức
2026-05-11 🛒 **LicheeRV-Claw đã có trên AliExpress!** Bạn hiện có thể mua LicheeRV-Claw trên [AliExpress](https://www.aliexpress.com/item/1005006519668532.html), giúp việc thử PicoClaw trên phần cứng RISC-V nhỏ gọn dễ dàng hơn.
<p align="center">
<a href="https://www.aliexpress.com/item/1005006519668532.html">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on AliExpress" width="520">
</a>
</p>
2026-03-31 📱 **Hỗ trợ Android!** PicoClaw giờ chạy trên Android! Tải APK tại [picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 đã phát hành!** Tái cấu trúc kiến trúc Agent (SubTurn, Hooks, Steering, EventBus), tích hợp WeChat/WeCom, tăng cường bảo mật (.security.yml, lọc dữ liệu nhạy cảm), provider mới (AWS Bedrock, Azure, Xiaomi MiMo) và 35 bản vá lỗi. PicoClaw đã đạt **26K Stars**!
@ -343,6 +351,7 @@ Lệnh này tạo `~/.picoclaw/config.json` và thư mục workspace.
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -352,7 +361,7 @@ Lệnh này tạo `~/.picoclaw/config.json` và thư mục workspace.
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -475,7 +484,7 @@ PicoClaw có thể tìm kiếm web để cung cấp thông tin cập nhật. C
| Công cụ Tìm kiếm | API Key | Gói miễn phí | Liên kết |
|------------------|---------|--------------|----------|
| DuckDuckGo | Không cần | Không giới hạn | Dự phòng tích hợp sẵn |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Bắt buộc | 1000 truy vấn/ngày | AI, tối ưu cho tiếng Trung |
| [Baidu Search](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | Bắt buộc | 1500 truy vấn/tháng (phân bổ hàng ngày) | AI, tối ưu cho tiếng Trung |
| [Tavily](https://tavily.com) | Bắt buộc | 1000 truy vấn/tháng | Tối ưu cho AI Agent |
| [Brave Search](https://brave.com/search/api) | Bắt buộc | 2000 truy vấn/tháng | Nhanh và riêng tư |
| [Perplexity](https://www.perplexity.ai) | Bắt buộc | Trả phí | Tìm kiếm hỗ trợ AI |

View file

@ -56,6 +56,14 @@
## 📢 新闻
2026-05-11 🛒 **LicheeRV-Claw 已上架淘宝!** 现在可以在 [淘宝](https://item.taobao.com/item.htm?abbucket=20&id=764939520376) 购买 LicheeRV-Claw更方便地在小型 RISC-V 硬件上体验 PicoClaw。
<p align="center">
<a href="https://item.taobao.com/item.htm?abbucket=20&id=764939520376">
<img src="../../assets/licheerv-claw.jpg" alt="LicheeRV-Claw on Taobao" width="520">
</a>
</p>
2026-03-31 📱 **Android 支持!** PicoClaw 现可在 Android 上运行APK 下载地址:[picoclaw.io](https://picoclaw.io/download)
2026-03-25 🚀 **v0.2.4 发布!** Agent 架构全面重构SubTurn、Hook、Steering、EventBus、微信/企业微信深度集成、安全体系升级(.security.yml、敏感数据过滤、新增 ProviderAWS Bedrock、Azure、小米 MiMo以及 35 项 Bug 修复。PicoClaw 已达 **26K ⭐**
@ -144,9 +152,9 @@ _*近期版本因快速合并 PR 可能占用 1020MB资源优化已列入
PicoClaw 几乎可以部署在任何 Linux 设备上!
- $9.9 [LicheeRV-Nano](https://www.aliexpress.com/item/1005006519668532.html) E(网口) 或 W(WiFi6) 版本,用于极简家庭助手
- $30~50 [NanoKVM](https://www.aliexpress.com/item/1005007369816019.html),或 $100 [NanoKVM-Pro](https://www.aliexpress.com/item/1005010048471263.html),用于自动化服务器运维
- $50 [MaixCAM](https://www.aliexpress.com/item/1005008053333693.html) 或 $100 [MaixCAM2](https://www.kickstarter.com/projects/zepan/maixcam2-build-your-next-gen-4k-ai-camera),用于智能监控
- $9.9 [LicheeRV-Nano](https://item.taobao.com/item.htm?id=764939520376) E(网口) 或 W(WiFi6) 版本,用于极简家庭助手
- $30~50 [NanoKVM](https://item.taobao.com/item.htm?id=811206560480),或 $100 [NanoKVM-Pro](https://item.taobao.com/item.htm?id=994419942411),用于自动化服务器运维
- $50 [MaixCAM](https://item.taobao.com/item.htm?id=784724795837) 或 $100 [MaixCAM2](https://item.taobao.com/item.htm?id=1050380368975),用于智能监控
<https://private-user-images.githubusercontent.com/83055338/547056448-e7b031ff-d6f5-4468-bcca-5726b6fecb5c.mp4>
@ -343,6 +351,7 @@ picoclaw onboard
```json
{
"version": 3,
"agents": {
"defaults": {
"model_name": "gpt-5.4"
@ -352,7 +361,7 @@ picoclaw onboard
{
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_key": "sk-your-api-key"
"api_keys": ["sk-your-api-key"]
}
]
}
@ -475,7 +484,7 @@ PicoClaw 可以搜索网络以提供最新信息。在 `tools.web` 中配置:
| 搜索引擎 | API Key | 免费额度 | 链接 |
|---------|---------|---------|------|
| [百度搜索](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | 必填 | 1000 次/天 | AI 搜索,国内首选 |
| [百度搜索](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5) | 必填 | 1500 次/月(按天发放) | AI 搜索,国内首选 |
| [Tavily](https://tavily.com) | 必填 | 1000 次/月 | 专为 AI Agent 优化 |
| [GLM Search](https://open.bigmodel.cn/) | 必填 | 视情况 | 智谱网络搜索 |
| DuckDuckGo | 无需 | 无限制 | 内置备用(国内访问困难) |

View file

@ -45,7 +45,8 @@ When you load a config file:
The `version` field in `config.json` indicates the schema version:
- `0` or missing: Legacy config (no version field)
- `1`: Previous version (will be auto-migrated to V2 on load)
- `2`: Current version
- `2`: Previous version (will be auto-migrated to V3 on load)
- `3`: Current version
```json
{
@ -64,8 +65,8 @@ When making breaking changes to the config schema:
Create a new struct for the new version if the structure changes significantly:
```go
// ConfigV2 represents version 2 config structure
type ConfigV2 struct {
// ConfigV3 represents version 3 config structure
type ConfigV3 struct {
Version int `json:"version"`
Agents AgentsConfig `json:"agents"`
// ... other fields with new structure
@ -75,7 +76,7 @@ type ConfigV2 struct {
### Step 2: Update Current Config Version
```go
const CurrentVersion = 2 // Increment this
const CurrentVersion = 3 // Increment this
```
### Step 3: Add a Loader Function
@ -141,9 +142,9 @@ Create a test in `config_migration_test.go`:
```go
func TestMigrateV2ToV3(t *testing.T) {
// Create a version 2 config
v2Config := Config{
Version: 2,
// Create a version 3 config
v3Config := Config{
Version: 3,
// ... set up test data
}
@ -224,7 +225,7 @@ Backups are created in the same directory as your config file:
### Scenario: Adding a new field with default value
Old config (version 2):
Old config (version 3):
```json
{
"version": 3,
@ -282,4 +283,3 @@ New config (version 3):
- Check that the migration doesn't overwrite values with defaults unnecessarily
- Review the conversion logic in the loader functions
- Check the auto-backup files (e.g., `config.json.20260330.bak`) to recover original data

View file

@ -117,7 +117,7 @@ Supported flags:
| `--env`, `-e` | Add a stdio environment variable in `KEY=value` format. Repeatable. Values are saved to config. |
| `--env-file` | Attach an env file path to a stdio server. Recommended for secrets you do not want stored inline in `config.json`. |
| `--header`, `-H` | Add an HTTP header in `Name: Value` or `Name=Value` format. Repeatable. |
| `--transport`, `-t` | Transport type: `stdio` (default), `http`, or `sse`. |
| `--transport`, `-t` | Transport type: `stdio` (default), `http` / `streamable-http`, or `sse`. |
| `--force`, `-f` | Overwrite an existing server entry without confirmation. |
| `--deferred` | Mark the server as deferred: tools are hidden and discoverable on demand. |
| `--no-deferred` | Mark the server as non-deferred: tools are always loaded into context. |
@ -198,13 +198,15 @@ For `stdio`:
- `--header` is rejected
- `-- <command> [args...]` is supported and recommended for unambiguous parsing
For `http` / `sse`:
For `http` / `streamable-http` / `sse`:
- `<command-or-url>` must be a valid URL
- extra command args are rejected
- `--env` is rejected
- `--env-file` is rejected
- `--header` is supported and stored in `headers`
- `http` and `streamable-http` use streamable HTTP request-response mode
- `sse` uses the same streamable HTTP transport, but also enables the optional standalone SSE listener for server-initiated notifications
Overwrite behavior:

View file

@ -66,6 +66,32 @@ General settings for fetching and processing webpage content.
| `enabled` | bool | true | Enable DuckDuckGo search |
| `max_results` | int | 5 | Maximum number of results |
### Gemini Google Search
Gemini search uses Gemini with Google Search grounding. It returns an AI-synthesized answer with citations from Google Search.
| Config | Type | Default | Description |
|---------------|--------|----------------------|-----------------------------------|
| `enabled` | bool | false | Enable Gemini Google Search |
| `api_key` | string | - | Google Gemini API key |
| `model` | string | `gemini-2.5-flash` | Gemini model used for search |
| `max_results` | int | 5 | Maximum number of citations |
```json
{
"tools": {
"web": {
"gemini": {
"enabled": true,
"api_key": "YOUR_GEMINI_API_KEY",
"model": "gemini-2.5-flash",
"max_results": 5
}
}
}
}
```
### Baidu Search
Baidu Search uses the [Qianfan AI Search API](https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5), which is AI-powered and optimized for Chinese-language queries.

View file

@ -691,7 +691,7 @@ case "your-provider":
{
"model_name": "your-model",
"model": "your-provider/model-name",
"api_key": "your-api-key",
"api_keys": ["your-api-key"],
"api_base": "https://api.your-provider.com/v1"
}
]
@ -725,7 +725,7 @@ picoclaw agent -m "Hello" --model your-model
export PICOCLAW_AGENTS_DEFAULTS_MODEL=your-model
# Remplacer les paramètres du fournisseur
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_key":"..."}]'
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_keys":["..."]}]'
```
---

View file

@ -691,7 +691,7 @@ case "your-provider":
{
"model_name": "your-model",
"model": "your-provider/model-name",
"api_key": "your-api-key",
"api_keys": ["your-api-key"],
"api_base": "https://api.your-provider.com/v1"
}
]
@ -725,7 +725,7 @@ picoclaw agent -m "Hello" --model your-model
export PICOCLAW_AGENTS_DEFAULTS_MODEL=your-model
# プロバイダー設定の上書き
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_key":"..."}]'
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_keys":["..."]}]'
```
---

View file

@ -689,7 +689,7 @@ case "your-provider":
{
"model_name": "your-model",
"model": "your-provider/model-name",
"api_key": "your-api-key",
"api_keys": ["your-api-key"],
"api_base": "https://api.your-provider.com/v1"
}
]
@ -723,7 +723,7 @@ picoclaw agent -m "Hello" --model your-model
export PICOCLAW_AGENTS_DEFAULTS_MODEL=your-model
# Override provider settings
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_key":"..."}]'
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_keys":["..."]}]'
```
---

View file

@ -691,7 +691,7 @@ case "your-provider":
{
"model_name": "your-model",
"model": "your-provider/model-name",
"api_key": "your-api-key",
"api_keys": ["your-api-key"],
"api_base": "https://api.your-provider.com/v1"
}
]
@ -725,7 +725,7 @@ picoclaw agent -m "Hello" --model your-model
export PICOCLAW_AGENTS_DEFAULTS_MODEL=your-model
# Substituir configurações do provedor
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_key":"..."}]'
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_keys":["..."]}]'
```
---

View file

@ -691,7 +691,7 @@ case "your-provider":
{
"model_name": "your-model",
"model": "your-provider/model-name",
"api_key": "your-api-key",
"api_keys": ["your-api-key"],
"api_base": "https://api.your-provider.com/v1"
}
]
@ -725,7 +725,7 @@ picoclaw agent -m "Hello" --model your-model
export PICOCLAW_AGENTS_DEFAULTS_MODEL=your-model
# Ghi đè cài đặt nhà cung cấp
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_key":"..."}]'
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_keys":["..."]}]'
```
---

View file

@ -691,7 +691,7 @@ case "your-provider":
{
"model_name": "your-model",
"model": "your-provider/model-name",
"api_key": "your-api-key",
"api_keys": ["your-api-key"],
"api_base": "https://api.your-provider.com/v1"
}
]
@ -725,7 +725,7 @@ picoclaw agent -m "Hello" --model your-model
export PICOCLAW_AGENTS_DEFAULTS_MODEL=your-model
# 覆盖提供商设置
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_key":"..."}]'
export PICOCLAW_MODEL_LIST='[{"model_name":"your-model","model":"your-provider/model-name","api_keys":["..."]}]'
```
---

View file

@ -33,7 +33,7 @@ enc://AAAA...base64...
{
"model_name": "gpt-4o",
"model": "openai/gpt-4o",
"api_key": "enc://AAAA...base64...",
"api_keys": ["enc://AAAA...base64..."],
"api_base": "https://api.openai.com/v1"
}
]

View file

@ -32,7 +32,7 @@ enc://AAAA...base64...
{
"model_name": "gpt-4o",
"model": "openai/gpt-4o",
"api_key": "enc://AAAA...base64...",
"api_keys": ["enc://AAAA...base64..."],
"api_base": "https://api.openai.com/v1"
}
]

View file

@ -31,7 +31,7 @@ enc://AAAA...base64...
{
"model_name": "gpt-4o",
"model": "openai/gpt-4o",
// "api_key": "enc://AAAA...base64..." move to .security.yml
// "api_keys": ["enc://AAAA...base64..."] move to .security.yml
"api_base": "https://api.openai.com/v1"
}
]

View file

@ -33,7 +33,7 @@ enc://AAAA...base64...
{
"model_name": "gpt-4o",
"model": "openai/gpt-4o",
"api_key": "enc://AAAA...base64...",
"api_keys": ["enc://AAAA...base64..."],
"api_base": "https://api.openai.com/v1"
}
]

View file

@ -33,7 +33,7 @@ enc://AAAA...base64...
{
"model_name": "gpt-4o",
"model": "openai/gpt-4o",
"api_key": "enc://AAAA...base64...",
"api_keys": ["enc://AAAA...base64..."],
"api_base": "https://api.openai.com/v1"
}
]

View file

@ -32,7 +32,7 @@ enc://AAAA...base64...
{
"model_name": "gpt-4o",
"model": "openai/gpt-4o",
"api_key": "enc://AAAA...base64...",
"api_keys": ["enc://AAAA...base64..."],
"api_base": "https://api.openai.com/v1"
}
]

View file

@ -89,6 +89,13 @@ channels:
nickserv_password: "your-irc-nickserv-password"
sasl_password: "your-irc-sasl-password"
# Channel Settings (nested format for channels that use settings block)
channel_list:
mqtt:
settings:
username: "your-mqtt-username"
password: "your-mqtt-password"
# Web Tool API Keys
web:
brave:
@ -145,7 +152,7 @@ You can now remove sensitive fields from `config.json` since they're loaded from
"model_name": "gpt-5.4",
"model": "openai/gpt-5.4",
"api_base": "https://api.openai.com/v1",
"api_key": "sk-your-actual-api-key-here"
"api_keys": ["sk-your-actual-api-key-here"]
}
],
"channel_list": {
@ -226,6 +233,19 @@ channels:
- `channels.feishu.app_secret``config.channels.feishu.app_secret`
- etc.
Channels that use a `settings` block (e.g. MQTT) use the `channel_list` key instead:
```yaml
channel_list:
mqtt:
settings:
username: "value"
password: "value"
```
- `channel_list.mqtt.settings.username``config.channel_list.mqtt.settings.username`
- `channel_list.mqtt.settings.password``config.channel_list.mqtt.settings.password`
### Web Tools
**Brave, Tavily, Perplexity:**

View file

@ -33,7 +33,7 @@ go run ./examples/pico-echo-server -addr :9090 -token secret
2. Configure `pico_client` in your `config.json`:
```json
{
"channels": {
"channel_list": {
"pico_client": {
"enabled": true,
"url": "ws://localhost:9090/ws",

74
go.mod
View file

@ -1,38 +1,41 @@
module github.com/sipeed/picoclaw
go 1.25.9
go 1.25.10
require (
fyne.io/systray v1.12.0
fyne.io/systray v1.12.1
github.com/SevereCloud/vksdk/v3 v3.3.1
github.com/adhocore/gronx v1.19.6
github.com/adhocore/gronx v1.19.7
github.com/anthropics/anthropic-sdk-go v1.26.0
github.com/atc0005/go-teams-notify/v2 v2.14.0
github.com/aws/aws-sdk-go-v2 v1.41.6
github.com/aws/aws-sdk-go-v2/config v1.32.16
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.5
github.com/aws/aws-sdk-go-v2 v1.41.7
github.com/aws/aws-sdk-go-v2/config v1.32.17
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.6
github.com/bwmarrin/discordgo v0.29.0
github.com/caarlos0/env/v11 v11.4.0
github.com/charmbracelet/lipgloss v1.1.0
github.com/creack/pty v1.1.24
github.com/eclipse/paho.mqtt.golang v1.5.1
github.com/ergochat/irc-go v0.6.0
github.com/ergochat/readline v0.1.3
github.com/gomarkdown/markdown v0.0.0-20260411013819-759bbc3e3207
github.com/google/uuid v1.6.0
github.com/gorilla/websocket v1.5.3
github.com/h2non/filetype v1.1.3
github.com/larksuite/oapi-sdk-go/v3 v3.5.4
github.com/larksuite/oapi-sdk-go/v3 v3.7.5
github.com/line/line-bot-sdk-go/v8 v8.19.0
github.com/mdp/qrterminal/v3 v3.2.1
github.com/minio/selfupdate v0.6.0
github.com/modelcontextprotocol/go-sdk v1.5.0
github.com/muesli/termenv v0.16.0
github.com/mymmrac/telego v1.8.0
github.com/mymmrac/telego v1.9.0
github.com/open-dingtalk/dingtalk-stream-sdk-go v0.9.1
github.com/openai/openai-go/v3 v3.22.0
github.com/pion/rtp v1.10.1
github.com/pion/webrtc/v3 v3.3.6
github.com/pmezard/go-difflib v1.0.0
github.com/rs/zerolog v1.35.1
github.com/slack-go/slack v0.17.3
github.com/slack-go/slack v0.23.1
github.com/spf13/cobra v1.10.2
github.com/spf13/pflag v1.0.10
github.com/stretchr/testify v1.11.1
@ -40,31 +43,31 @@ require (
go.mau.fi/util v0.9.8
go.mau.fi/whatsmeow v0.0.0-20260219150138-7ae702b1eed4
golang.org/x/oauth2 v0.36.0
golang.org/x/term v0.42.0
golang.org/x/term v0.43.0
golang.org/x/time v0.15.0
google.golang.org/protobuf v1.36.11
gopkg.in/yaml.v3 v3.0.1
maunium.net/go/mautrix v0.27.0
modernc.org/sqlite v1.48.2
modernc.org/sqlite v1.50.1
rsc.io/qr v0.2.0
)
require (
aead.dev/minisign v0.2.0 // indirect
filippo.io/edwards25519 v1.2.0 // indirect
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.9 // indirect
github.com/aws/aws-sdk-go-v2/credentials v1.19.15 // indirect
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.22 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.22 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.22 // indirect
github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.23 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.8 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.22 // indirect
github.com/aws/aws-sdk-go-v2/service/signin v1.0.10 // indirect
github.com/aws/aws-sdk-go-v2/service/sso v1.30.16 // indirect
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.20 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.42.0 // indirect
github.com/aws/smithy-go v1.25.0 // indirect
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.10 // indirect
github.com/aws/aws-sdk-go-v2/credentials v1.19.16 // indirect
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.23 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.23 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.23 // indirect
github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.24 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.9 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.23 // indirect
github.com/aws/aws-sdk-go-v2/service/signin v1.0.11 // indirect
github.com/aws/aws-sdk-go-v2/service/sso v1.30.17 // indirect
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.21 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.42.1 // indirect
github.com/aws/smithy-go v1.25.1 // indirect
github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
github.com/beeper/argo-go v1.1.2 // indirect
github.com/charmbracelet/colorprofile v0.2.3-0.20250311203215-f60798e515dc // indirect
@ -88,7 +91,6 @@ require (
github.com/ncruces/go-strftime v1.0.0 // indirect
github.com/petermattis/goid v0.0.0-20260330135022-df67b199bc81 // indirect
github.com/pion/randutil v0.1.0 // indirect
github.com/pmezard/go-difflib v1.0.0 // indirect
github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
github.com/rivo/uniseg v0.4.7 // indirect
github.com/segmentio/asm v1.1.3 // indirect
@ -103,24 +105,24 @@ require (
go.opentelemetry.io/otel/metric v1.35.0 // indirect
go.opentelemetry.io/otel/trace v1.35.0 // indirect
golang.org/x/exp v0.0.0-20260410095643-746e56fc9e2f // indirect
golang.org/x/text v0.36.0 // indirect
modernc.org/libc v1.70.0 // indirect
golang.org/x/text v0.37.0 // indirect
modernc.org/libc v1.72.3 // indirect
modernc.org/mathutil v1.7.1 // indirect
modernc.org/memory v1.11.0 // indirect
)
require (
github.com/andybalholm/brotli v1.2.0 // indirect
github.com/andybalholm/brotli v1.2.1 // indirect
github.com/bytedance/gopkg v0.1.3 // indirect
github.com/bytedance/sonic v1.15.0 // indirect
github.com/bytedance/sonic/loader v0.5.0 // indirect
github.com/bytedance/sonic v1.15.1 // indirect
github.com/bytedance/sonic/loader v0.5.1 // indirect
github.com/cloudwego/base64x v0.1.6 // indirect
github.com/github/copilot-sdk/go v0.2.0
github.com/go-resty/resty/v2 v2.17.1 // indirect
github.com/gogo/protobuf v1.3.2 // indirect
github.com/google/jsonschema-go v0.4.2
github.com/google/jsonschema-go v0.4.3
github.com/grbit/go-json v0.11.0 // indirect
github.com/klauspost/compress v1.18.4 // indirect
github.com/klauspost/compress v1.18.6 // indirect
github.com/klauspost/cpuid/v2 v2.3.0 // indirect
github.com/tidwall/gjson v1.18.0 // indirect
github.com/tidwall/match v1.2.0 // indirect
@ -128,14 +130,14 @@ require (
github.com/tidwall/sjson v1.2.5 // indirect
github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
github.com/valyala/bytebufferpool v1.0.0 // indirect
github.com/valyala/fasthttp v1.69.0 // indirect
github.com/valyala/fasthttp v1.71.0 // indirect
github.com/valyala/fastjson v1.6.10 // indirect
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
golang.org/x/arch v0.24.0 // indirect
golang.org/x/crypto v0.50.0
golang.org/x/net v0.53.0
golang.org/x/crypto v0.51.0
golang.org/x/net v0.54.0
golang.org/x/sync v0.20.0
golang.org/x/sys v0.43.0
golang.org/x/sys v0.44.0
)
replace github.com/bwmarrin/discordgo => github.com/yeongaori/discordgo-fork v0.0.0-20260319072544-e8e546f5d532

152
go.sum
View file

@ -3,66 +3,66 @@ aead.dev/minisign v0.2.0/go.mod h1:zdq6LdSd9TbuSxchxwhpA9zEb9YXcVGoE8JakuiGaIQ=
cloud.google.com/go/compute/metadata v0.3.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k=
filippo.io/edwards25519 v1.2.0 h1:crnVqOiS4jqYleHd9vaKZ+HKtHfllngJIiOpNpoJsjo=
filippo.io/edwards25519 v1.2.0/go.mod h1:xzAOLCNug/yB62zG1bQ8uziwrIqIuxhctzJT18Q77mc=
fyne.io/systray v1.12.0 h1:CA1Kk0e2zwFlxtc02L3QFSiIbxJ/P0n582YrZHT7aTM=
fyne.io/systray v1.12.0/go.mod h1:RVwqP9nYMo7h5zViCBHri2FgjXF7H2cub7MAq4NSoLs=
fyne.io/systray v1.12.1 h1:ygBD6aZXwiOmZoY5N+ukbH9pih0Kq6fYgVeMYbr5skQ=
fyne.io/systray v1.12.1/go.mod h1:RVwqP9nYMo7h5zViCBHri2FgjXF7H2cub7MAq4NSoLs=
github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU=
github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU=
github.com/SevereCloud/vksdk/v3 v3.3.1 h1:O86zsp5LQnHE+O5acvuXM/s6S1LyxzVTkF6+Lup0Jyg=
github.com/SevereCloud/vksdk/v3 v3.3.1/go.mod h1:c6WaA5aocUYsXfkcUbg2qy45V9M1VDcqHHmHIN14NAw=
github.com/adhocore/gronx v1.19.6 h1:5KNVcoR9ACgL9HhEqCm5QXsab/gI4QDIybTAWcXDKDc=
github.com/adhocore/gronx v1.19.6/go.mod h1:7oUY1WAU8rEJWmAxXR2DN0JaO4gi9khSgKjiRypqteg=
github.com/adhocore/gronx v1.19.7 h1:7hhFwChgDw9eHC3+TQ+OKKBqJnP44oWkDCnnW9nrsuA=
github.com/adhocore/gronx v1.19.7/go.mod h1:7oUY1WAU8rEJWmAxXR2DN0JaO4gi9khSgKjiRypqteg=
github.com/agnivade/levenshtein v1.2.1 h1:EHBY3UOn1gwdy/VbFwgo4cxecRznFk7fKWN1KOX7eoM=
github.com/agnivade/levenshtein v1.2.1/go.mod h1:QVVI16kDrtSuwcpd0p1+xMC6Z/VfhtCyDIjcwga4/DU=
github.com/andreyvit/diff v0.0.0-20170406064948-c7f18ee00883 h1:bvNMNQO63//z+xNgfBlViaCIJKLlCJ6/fmUseuG0wVQ=
github.com/andreyvit/diff v0.0.0-20170406064948-c7f18ee00883/go.mod h1:rCTlJbsFo29Kk6CurOXKm700vrz8f0KW0JNfpkRJY/8=
github.com/andybalholm/brotli v1.2.0 h1:ukwgCxwYrmACq68yiUqwIWnGY0cTPox/M94sVwToPjQ=
github.com/andybalholm/brotli v1.2.0/go.mod h1:rzTDkvFWvIrjDXZHkuS16NPggd91W3kUSvPlQ1pLaKY=
github.com/andybalholm/brotli v1.2.1 h1:R+f5xP285VArJDRgowrfb9DqL18yVK0gKAW/F+eTWro=
github.com/andybalholm/brotli v1.2.1/go.mod h1:rzTDkvFWvIrjDXZHkuS16NPggd91W3kUSvPlQ1pLaKY=
github.com/anthropics/anthropic-sdk-go v1.26.0 h1:oUTzFaUpAevfuELAP1sjL6CQJ9HHAfT7CoSYSac11PY=
github.com/anthropics/anthropic-sdk-go v1.26.0/go.mod h1:qUKmaW+uuPB64iy1l+4kOSvaLqPXnHTTBKH6RVZ7q5Q=
github.com/atc0005/go-teams-notify/v2 v2.14.0 h1:7N+xw+COnYANLREaAveQ65rsNQ12nIZJED9nMLyscCo=
github.com/atc0005/go-teams-notify/v2 v2.14.0/go.mod h1:EECsWM2b0Hvoz7O+QdlsvyN2KCUOFQCGj8bUBXv3A3Q=
github.com/aws/aws-sdk-go-v2 v1.41.6 h1:1AX0AthnBQzMx1vbmir3Y4WsnJgiydmnJjiLu+LvXOg=
github.com/aws/aws-sdk-go-v2 v1.41.6/go.mod h1:dy0UzBIfwSeot4grGvY1AqFWN5zgziMmWGzysDnHFcQ=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.9 h1:adBsCIIpLbLmYnkQU+nAChU5yhVTvu5PerROm+/Kq2A=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.9/go.mod h1:uOYhgfgThm/ZyAuJGNQ5YgNyOlYfqnGpTHXvk3cpykg=
github.com/aws/aws-sdk-go-v2/config v1.32.16 h1:Q0iQ7quUgJP0F/SCRTieScnaMdXr9h/2+wze1u3cNeM=
github.com/aws/aws-sdk-go-v2/config v1.32.16/go.mod h1:duCCnJEFqpt2RC6no1iK6q+8HpwOAkiUua0pY507dQc=
github.com/aws/aws-sdk-go-v2/credentials v1.19.15 h1:fyvgWTszojq8hEnMi8PPBTvZdTtEVmAVyo+NFLHBhH4=
github.com/aws/aws-sdk-go-v2/credentials v1.19.15/go.mod h1:gJiYyMOjNg8OEdRWOf3CrFQxM2a98qmrtjx1zuiQfB8=
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.22 h1:IOGsJ1xVWhsi+ZO7/NW8OuZZBtMJLZbk4P5HDjJO0jQ=
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.22/go.mod h1:b+hYdbU+jGKfXE8kKM6g1+h+L/Go3vMvzlxBsiuGsxg=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.22 h1:GmLa5Kw1ESqtFpXsx5MmC84QWa/ZrLZvlJGa2y+4kcQ=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.22/go.mod h1:6sW9iWm9DK9YRpRGga/qzrzNLgKpT2cIxb7Vo2eNOp0=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.22 h1:dY4kWZiSaXIzxnKlj17nHnBcXXBfac6UlsAx2qL6XrU=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.22/go.mod h1:KIpEUx0JuRZLO7U6cbV204cWAEco2iC3l061IxlwLtI=
github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.23 h1:FPXsW9+gMuIeKmz7j6ENWcWtBGTe1kH8r9thNt5Uxx4=
github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.23/go.mod h1:7J8iGMdRKk6lw2C+cMIphgAnT8uTwBwNOsGkyOCm80U=
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.5 h1:ZGTl4Rxft1uyENAlGESY04hMzE4cLLNUPI7dGw08haw=
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.5/go.mod h1:jnugA+VgESQGgXuEKK6zVToET/DtODq7LQYpe+BkKT4=
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.8 h1:HtOTYcbVcGABLOVuPYaIihj6IlkqubBwFj10K5fxRek=
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.8/go.mod h1:VsK9abqQeGlzPgUr+isNWzPlK2vKe9INMLWnY65f5Xs=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.22 h1:PUmZeJU6Y1Lbvt9WFuJ0ugUK2xn6hIWUBBbKuOWF30s=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.22/go.mod h1:nO6egFBoAaoXze24a2C0NjQCvdpk8OueRoYimvEB9jo=
github.com/aws/aws-sdk-go-v2/service/signin v1.0.10 h1:a1Fq/KXn75wSzoJaPQTgZO0wHGqE9mjFnylnqEPTchA=
github.com/aws/aws-sdk-go-v2/service/signin v1.0.10/go.mod h1:p6+MXNxW7IA6dMgHfTAzljuwSKD0NCm/4lbS4t6+7vI=
github.com/aws/aws-sdk-go-v2/service/sso v1.30.16 h1:x6bKbmDhsgSZwv6q19wY/u3rLk/3FGjJWyqKcIRufpE=
github.com/aws/aws-sdk-go-v2/service/sso v1.30.16/go.mod h1:CudnEVKRtLn0+3uMV0yEXZ+YZOKnAtUJ5DmDhilVnIw=
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.20 h1:oK/njaL8GtyEihkWMD4k3VgHCT64RQKkZwh0DG5j8ak=
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.20/go.mod h1:JHs8/y1f3zY7U5WcuzoJ/yAYGYtNIVPKLIbp61euvmg=
github.com/aws/aws-sdk-go-v2/service/sts v1.42.0 h1:ks8KBcZPh3PYISr5dAiXCM5/Thcuxk8l+PG4+A0exds=
github.com/aws/aws-sdk-go-v2/service/sts v1.42.0/go.mod h1:pFw33T0WLvXU3rw1WBkpMlkgIn54eCB5FYLhjDc9Foo=
github.com/aws/smithy-go v1.25.0 h1:Sz/XJ64rwuiKtB6j98nDIPyYrV1nVNJ4YU74gttcl5U=
github.com/aws/smithy-go v1.25.0/go.mod h1:YE2RhdIuDbA5E5bTdciG9KrW3+TiEONeUWCqxX9i1Fc=
github.com/aws/aws-sdk-go-v2 v1.41.7 h1:DWpAJt66FmnnaRIOT/8ASTucrvuDPZASqhhLey6tLY8=
github.com/aws/aws-sdk-go-v2 v1.41.7/go.mod h1:4LAfZOPHNVNQEckOACQx60Y8pSRjIkNZQz1w92xpMJc=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.10 h1:gx1AwW1Iyk9Z9dD9F4akX5gnN3QZwUB20GGKH/I+Rho=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.10/go.mod h1:qqY157uZoqm5OXq/amuaBJyC9hgBCBQnsaWnPe905GY=
github.com/aws/aws-sdk-go-v2/config v1.32.17 h1:FpL4/758/diKwqbytU0prpuiu60fgXKUWCpDJtApclU=
github.com/aws/aws-sdk-go-v2/config v1.32.17/go.mod h1:OXqUMzgXytfoF9JaKkhrOYsyh72t9G+MJH8mMRaexOE=
github.com/aws/aws-sdk-go-v2/credentials v1.19.16 h1:r3RJBuU7X9ibt8RHbMjWE6y60QbKBiII6wSrXnapxSU=
github.com/aws/aws-sdk-go-v2/credentials v1.19.16/go.mod h1:6cx7zqDENJDbBIIWX6P8s0h6hqHC8Avbjh9Dseo27ug=
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.23 h1:UuSfcORqNSz/ey3VPRS8TcVH2Ikf0/sC+Hdj400QI6U=
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.23/go.mod h1:+G/OSGiOFnSOkYloKj/9M35s74LgVAdJBSD5lsFfqKg=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.23 h1:GpT/TrnBYuE5gan2cZbTtvP+JlHsutdmlV2YfEyNde0=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.23/go.mod h1:xYWD6BS9ywC5bS3sz9Xh04whO/hzK2plt2Zkyrp4JuA=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.23 h1:bpd8vxhlQi2r1hiueOw02f/duEPTMK59Q4QMAoTTtTo=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.23/go.mod h1:15DfR2nw+CRHIk0tqNyifu3G1YdAOy68RftkhMDDwYk=
github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.24 h1:OQqn11BtaYv1WLUowvcA30MpzIu8Ti4pcLPIIyoKZrA=
github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.24/go.mod h1:X5ZJyfwVrWA96GzPmUCWFQaEARPR7gCrpq2E92PJwAE=
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.6 h1:Wbo1WlWyGaAXlr6C7OGXq9avbdJhIV9cQ4M6E34b5x8=
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.6/go.mod h1:uY1fJe6m3I3w/m8UAkQ89Cm/ZAt/um6LW+AOZU33LDI=
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.9 h1:FLudkZLt5ci0ozzgkVo8BJGwvqNaZbTWb3UcucAateA=
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.9/go.mod h1:w7wZ/s9qK7c8g4al+UyoF1Sp/Z45UwMGcqIzLWVQHWk=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.23 h1:pbrxO/kuIwgEsOPLkaHu0O+m4fNgLU8B3vxQ+72jTPw=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.23/go.mod h1:/CMNUqoj46HpS3MNRDEDIwcgEnrtZlKRaHNaHxIFpNA=
github.com/aws/aws-sdk-go-v2/service/signin v1.0.11 h1:TdJ+HdzOBhU8+iVAOGUTU63VXopcumCOF1paFulHWZc=
github.com/aws/aws-sdk-go-v2/service/signin v1.0.11/go.mod h1:R82ZRExE/nheo0N+T8zHPcLRTcH8MGsnR3BiVGX0TwI=
github.com/aws/aws-sdk-go-v2/service/sso v1.30.17 h1:7byT8HUWrgoRp6sXjxtZwgOKfhss5fW6SkLBtqzgRoE=
github.com/aws/aws-sdk-go-v2/service/sso v1.30.17/go.mod h1:xNWknVi4Ezm1vg1QsB/5EWpAJURq22uqd38U8qKvOJc=
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.21 h1:+1Kl1zx6bWi4X7cKi3VYh29h8BvsCoHQEQ6ST9X8w7w=
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.21/go.mod h1:4vIRDq+CJB2xFAXZ+YgGUTiEft7oAQlhIs71xcSeuVg=
github.com/aws/aws-sdk-go-v2/service/sts v1.42.1 h1:F/M5Y9I3nwr2IEpshZgh1GeHpOItExNM9L1euNuh/fk=
github.com/aws/aws-sdk-go-v2/service/sts v1.42.1/go.mod h1:mTNxImtovCOEEuD65mKW7DCsL+2gjEH+RPEAexAzAio=
github.com/aws/smithy-go v1.25.1 h1:J8ERsGSU7d+aCmdQur5Txg6bVoYelvQJgtZehD12GkI=
github.com/aws/smithy-go v1.25.1/go.mod h1:YE2RhdIuDbA5E5bTdciG9KrW3+TiEONeUWCqxX9i1Fc=
github.com/aymanbagabas/go-osc52/v2 v2.0.1 h1:HwpRHbFMcZLEVr42D4p7XBqjyuxQH5SMiErDT4WkJ2k=
github.com/aymanbagabas/go-osc52/v2 v2.0.1/go.mod h1:uYgXzlJ7ZpABp8OJ+exZzJJhRNQ2ASbcXHWsFqH8hp8=
github.com/beeper/argo-go v1.1.2 h1:UQI2G8F+NLfGTOmTUI0254pGKx/HUU/etbUGTJv91Fs=
github.com/beeper/argo-go v1.1.2/go.mod h1:M+LJAnyowKVQ6Rdj6XYGEn+qcVFkb3R/MUpqkGR0hM4=
github.com/bytedance/gopkg v0.1.3 h1:TPBSwH8RsouGCBcMBktLt1AymVo2TVsBVCY4b6TnZ/M=
github.com/bytedance/gopkg v0.1.3/go.mod h1:576VvJ+eJgyCzdjS+c4+77QF3p7ubbtiKARP3TxducM=
github.com/bytedance/sonic v1.15.0 h1:/PXeWFaR5ElNcVE84U0dOHjiMHQOwNIx3K4ymzh/uSE=
github.com/bytedance/sonic v1.15.0/go.mod h1:tFkWrPz0/CUCLEF4ri4UkHekCIcdnkqXw9VduqpJh0k=
github.com/bytedance/sonic/loader v0.5.0 h1:gXH3KVnatgY7loH5/TkeVyXPfESoqSBSBEiDd5VjlgE=
github.com/bytedance/sonic/loader v0.5.0/go.mod h1:AR4NYCk5DdzZizZ5djGqQ92eEhCCcdf5x77udYiSJRo=
github.com/bytedance/sonic v1.15.1 h1:nJD5PmM0vY7J8CT6MxoqbVAAMhkSmV2HgRAUrrpLoOw=
github.com/bytedance/sonic v1.15.1/go.mod h1:mT2NbXunuaEbnZ+mRIX/vYqKISmgEuHFDI4UzmKx2SA=
github.com/bytedance/sonic/loader v0.5.1 h1:Ygpfa9zwRCCKSlrp5bBP/b/Xzc3VxsAW+5NIYXrOOpI=
github.com/bytedance/sonic/loader v0.5.1/go.mod h1:AR4NYCk5DdzZizZ5djGqQ92eEhCCcdf5x77udYiSJRo=
github.com/caarlos0/env/v11 v11.4.0 h1:Kcb6t5kIIr4XkoQC9AF2j+8E1Jsrl3Wz/hhm1LtoGAc=
github.com/caarlos0/env/v11 v11.4.0/go.mod h1:qupehSf/Y0TUTsxKywqRt/vJjN5nz6vauiYEUUr8P4U=
github.com/cespare/xxhash/v2 v2.1.2/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
@ -95,6 +95,8 @@ github.com/dnaeon/go-vcr v1.2.0 h1:zHCHvJYTMh1N7xnV7zf1m1GPBF9Ad0Jk/whtQ1663qI=
github.com/dnaeon/go-vcr v1.2.0/go.mod h1:R4UdLID7HZT3taECzJs4YgbbH6PIGXB6W/sc5OLb6RQ=
github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
github.com/eclipse/paho.mqtt.golang v1.5.1 h1:/VSOv3oDLlpqR2Epjn1Q7b2bSTplJIeV2ISgCl2W7nE=
github.com/eclipse/paho.mqtt.golang v1.5.1/go.mod h1:1/yJCneuyOoCOzKSsOTUc0AJfpsItBGWvYpBLimhArU=
github.com/elliotchance/orderedmap/v3 v3.1.0 h1:j4DJ5ObEmMBt/lcwIecKcoRxIQUEnw0L804lXYDt/pg=
github.com/elliotchance/orderedmap/v3 v3.1.0/go.mod h1:G+Hc2RwaZvJMcS4JpGCOyViCnGeKf0bTYCGTO4uhjSo=
github.com/ergochat/irc-go v0.6.0 h1:Y0AGV76aeihJfCtLaQh+OyJKFiKGrYC0VTkeMZ6XW28=
@ -142,8 +144,8 @@ github.com/google/go-cmp v0.5.6/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
github.com/google/jsonschema-go v0.4.2 h1:tmrUohrwoLZZS/P3x7ex0WAVknEkBZM46iALbcqoRA8=
github.com/google/jsonschema-go v0.4.2/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
github.com/google/jsonschema-go v0.4.3 h1:/DBOLZTfDow7pe2GmaJNhltueGTtDKICi8V8p+DQPd0=
github.com/google/jsonschema-go v0.4.3/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e h1:ijClszYn+mADRFY17kjQEVQ1XRhq2/JR1M3sGqeJoxs=
github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
@ -164,8 +166,8 @@ github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2
github.com/inconshreveable/mousetrap v1.1.0/go.mod h1:vpF70FUmC8bwa3OWnCshd2FqLfsEA9PFc4w1p2J65bw=
github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8=
github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
github.com/klauspost/compress v1.18.4 h1:RPhnKRAQ4Fh8zU2FY/6ZFDwTVTxgJ/EMydqSTzE9a2c=
github.com/klauspost/compress v1.18.4/go.mod h1:R0h/fSBs8DE4ENlcrlib3PsXS61voFxhIs2DeRhCvJ4=
github.com/klauspost/compress v1.18.6 h1:2jupLlAwFm95+YDR+NwD2MEfFO9d4z4Prjl1XXDjuao=
github.com/klauspost/compress v1.18.6/go.mod h1:cwPg85FWrGar70rWktvGQj8/hthj3wpl0PGDogxkrSQ=
github.com/klauspost/cpuid/v2 v2.3.0 h1:S4CRMLnYUhGeDFDqkGriYKdfoFlDnMtqTiI/sFzhA9Y=
github.com/klauspost/cpuid/v2 v2.3.0/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
@ -177,8 +179,10 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
github.com/larksuite/oapi-sdk-go/v3 v3.5.4 h1:U2S9x9LrfH++ZqJ+YAiUlqzCWJmVXhFdS8Z7rIBH8H0=
github.com/larksuite/oapi-sdk-go/v3 v3.5.4/go.mod h1:ZEplY+kwuIrj/nqw5uSCINNATcH3KdxSN7y+UxYY5fI=
github.com/larksuite/oapi-sdk-go/v3 v3.7.5 h1:dimv+ZAGia01f4xCDGvCiBHKWMf4K1AB7fGsM+lv5Jw=
github.com/larksuite/oapi-sdk-go/v3 v3.7.5/go.mod h1:ZEplY+kwuIrj/nqw5uSCINNATcH3KdxSN7y+UxYY5fI=
github.com/line/line-bot-sdk-go/v8 v8.19.0 h1:5FD/1SprRZ8Y0FiUI6syYiBewOs0ak2tuUBMYN0wzE4=
github.com/line/line-bot-sdk-go/v8 v8.19.0/go.mod h1:AeSRUuu7WGgveGDJb6DyKyFUOst2UB2aF6LO2cQeuXs=
github.com/lucasb-eyer/go-colorful v1.3.0 h1:2/yBRLdWBZKrf7gB40FoiKfAWYQ0lqNcbuQwVHXptag=
github.com/lucasb-eyer/go-colorful v1.3.0/go.mod h1:R4dSotOR9KMtayYi1e77YzuveK+i7ruzyGqttikkLy0=
github.com/mattn/go-colorable v0.1.14 h1:9A9LHSqF/7dyVVX6g0U9cwm9pG3kP9gSzcuIPHPsaIE=
@ -197,8 +201,8 @@ github.com/modelcontextprotocol/go-sdk v1.5.0 h1:CHU0FIX9kpueNkxuYtfYQn1Z0slhFzB
github.com/modelcontextprotocol/go-sdk v1.5.0/go.mod h1:gggDIhoemhWs3BGkGwd1umzEXCEMMvAnhTrnbXJKKKA=
github.com/muesli/termenv v0.16.0 h1:S5AlUN9dENB57rsbnkPyfdGuWIlkmzJjbFf0Tf5FWUc=
github.com/muesli/termenv v0.16.0/go.mod h1:ZRfOIKPFDYQoDFF4Olj7/QJbW60Ol/kL1pU3VfY/Cnk=
github.com/mymmrac/telego v1.8.0 h1:EvIprWo9Cn0MHgumvvqNXPAXO1yJj3pu2cdCCeDxbow=
github.com/mymmrac/telego v1.8.0/go.mod h1:pdLV346EgVuq7Xrh3kMggeBiazeHhsdEoK0RTEOPXRM=
github.com/mymmrac/telego v1.9.0 h1:ZUJxZaPx/1IgRvVb5lXnUB8FgW5rNYfRe6Q2EJ4OJ+Y=
github.com/mymmrac/telego v1.9.0/go.mod h1:tVEB7OqiOPx8elRk9+ETkwiDQrUhWSB2XmAKIY9KmWY=
github.com/ncruces/go-strftime v1.0.0 h1:HMFp8mLCTPp341M/ZnA4qaf7ZlsbTc+miZjCLOFAw7w=
github.com/ncruces/go-strftime v1.0.0/go.mod h1:Fwc5htZGVVkseilnfgOVb9mKy6w1naJmn9CehxcKcls=
github.com/nxadm/tail v1.4.4/go.mod h1:kenIhsEOeOJmVchQTgglprH7qJGnHDVpk1VPCcaMI8A=
@ -242,8 +246,8 @@ github.com/segmentio/encoding v0.5.4 h1:OW1VRern8Nw6ITAtwSZ7Idrl3MXCFwXHPgqESYfv
github.com/segmentio/encoding v0.5.4/go.mod h1:HS1ZKa3kSN32ZHVZ7ZLPLXWvOVIiZtyJnO1gPH1sKt0=
github.com/sergi/go-diff v1.3.1 h1:xkr+Oxo4BOQKmkn/B9eMK0g5Kg/983T9DqqPHwYqD+8=
github.com/sergi/go-diff v1.3.1/go.mod h1:aMJSSKb2lpPvRNec0+w3fl7LP9IOFzdc9Pa4NFbPK1I=
github.com/slack-go/slack v0.17.3 h1:zV5qO3Q+WJAQ/XwbGfNFrRMaJ5T/naqaonyPV/1TP4g=
github.com/slack-go/slack v0.17.3/go.mod h1:X+UqOufi3LYQHDnMG1vxf0J8asC6+WllXrVrhl8/Prk=
github.com/slack-go/slack v0.23.1 h1:ZS5B96wxxYQRwvJ3/vJFtqtUZi3tXhsZCyT44Nv7M80=
github.com/slack-go/slack v0.23.1/go.mod h1:H0yR/YBuRJ39RkE+JpV/d/oEsbanzTRowR82bCN0cEs=
github.com/spf13/cobra v1.10.2 h1:DMTTonx5m65Ic0GOoRY2c16WCbHxOOw6xxezuLaBpcU=
github.com/spf13/cobra v1.10.2/go.mod h1:7C1pvHqHw5A4vrJfjNwvOdzYu0Gml16OCs2GRiTUUS4=
github.com/spf13/pflag v1.0.9/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
@ -279,8 +283,8 @@ github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS
github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
github.com/valyala/fasthttp v1.69.0 h1:fNLLESD2SooWeh2cidsuFtOcrEi4uB4m1mPrkJMZyVI=
github.com/valyala/fasthttp v1.69.0/go.mod h1:4wA4PfAraPlAsJ5jMSqCE2ug5tqUPwKXxVj8oNECGcw=
github.com/valyala/fasthttp v1.71.0 h1:tepR7H+Guh9VUqxxcPggYi8R3lGUu2Rsdh+z7/FCY3k=
github.com/valyala/fasthttp v1.71.0/go.mod h1:z1sDUvOShhXq/C9mwH/fSm1Vb71tUJwmQdgkBrBNwnA=
github.com/valyala/fastjson v1.6.10 h1:/yjJg8jaVQdYR3arGxPE2X5z89xrlhS0eGXdv+ADTh4=
github.com/valyala/fastjson v1.6.10/go.mod h1:e6FubmQouUNP73jtMLmcbxS6ydWIpOfhz34TSfO3JaE=
github.com/vektah/gqlparser/v2 v2.5.27 h1:RHPD3JOplpk5mP5JGX8RKZkt2/Vwj/PZv0HxTdwFp0s=
@ -326,8 +330,8 @@ golang.org/x/crypto v0.0.0-20210220033148-5ea612d1eb83/go.mod h1:jdWPYTVW3xRLrWP
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/crypto v0.0.0-20211209193657-4570a0811e8b/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
golang.org/x/crypto v0.16.0/go.mod h1:gCAAfMLgwOJRpTjQ2zCCt2OcSfYMTeZVSRtQlPC7Nq4=
golang.org/x/crypto v0.50.0 h1:zO47/JPrL6vsNkINmLoo/PH1gcxpls50DNogFvB5ZGI=
golang.org/x/crypto v0.50.0/go.mod h1:3muZ7vA7PBCE6xgPX7nkzzjiUq87kRItoJQM1Yo8S+Q=
golang.org/x/crypto v0.51.0 h1:IBPXwPfKxY7cWQZ38ZCIRPI50YLeevDLlLnyC5wRGTI=
golang.org/x/crypto v0.51.0/go.mod h1:8AdwkbraGNABw2kOX6YFPs3WM22XqI4EXEd8g+x7Oc8=
golang.org/x/exp v0.0.0-20260410095643-746e56fc9e2f h1:W3F4c+6OLc6H2lb//N1q4WpJkhzJCK5J6kUi1NTVXfM=
golang.org/x/exp v0.0.0-20260410095643-746e56fc9e2f/go.mod h1:J1xhfL/vlindoeF/aINzNzt2Bket5bjo9sdOYzOsU80=
golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
@ -350,8 +354,8 @@ golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug
golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
golang.org/x/net v0.19.0/go.mod h1:CfAk/cbD4CthTvqiEl8NpboMuiuOYsAr/7NOjZJtv1U=
golang.org/x/net v0.53.0 h1:d+qAbo5L0orcWAr0a9JweQpjXF19LMXJE8Ey7hwOdUA=
golang.org/x/net v0.53.0/go.mod h1:JvMuJH7rrdiCfbeHoo3fCQU24Lf5JJwT9W3sJFulfgs=
golang.org/x/net v0.54.0 h1:2zJIZAxAHV/OHCDTCOHAYehQzLfSXuf/5SoL/Dv6w/w=
golang.org/x/net v0.54.0/go.mod h1:Sj4oj8jK6XmHpBZU/zWHw3BV3abl4Kvi+Ut7cQcY+cQ=
golang.org/x/oauth2 v0.23.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
golang.org/x/oauth2 v0.36.0 h1:peZ/1z27fi9hUOFCAZaHyrpWG5lwe0RJEEEeH0ThlIs=
golang.org/x/oauth2 v0.36.0/go.mod h1:YDBUJMTkDnJS+A4BP4eZBjCqtokkg1hODuPjwiGPO7Q=
@ -384,16 +388,16 @@ golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.15.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.43.0 h1:Rlag2XtaFTxp19wS8MXlJwTvoh8ArU6ezoyFsMyCTNI=
golang.org/x/sys v0.43.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
golang.org/x/sys v0.44.0 h1:ildZl3J4uzeKP07r2F++Op7E9B29JRUy+a27EibtBTQ=
golang.org/x/sys v0.44.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo=
golang.org/x/term v0.15.0/go.mod h1:BDl952bC7+uMoWR75FIrCDx79TPU9oHkTZ9yRbYOrX0=
golang.org/x/term v0.42.0 h1:UiKe+zDFmJobeJ5ggPwOshJIVt6/Ft0rcfrXZDLWAWY=
golang.org/x/term v0.42.0/go.mod h1:Dq/D+snpsbazcBG5+F9Q1n2rXV8Ma+71xEjTRufARgY=
golang.org/x/term v0.43.0 h1:S4RLU2sB31O/NCl+zFN9Aru9A/Cq2aqKpTZJ6B+DwT4=
golang.org/x/term v0.43.0/go.mod h1:lrhlHNdQJHO+1qVYiHfFKVuVioJIheAc3fBSMFYEIsk=
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@ -401,8 +405,8 @@ golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.36.0 h1:JfKh3XmcRPqZPKevfXVpI1wXPTqbkE5f7JA92a55Yxg=
golang.org/x/text v0.36.0/go.mod h1:NIdBknypM8iqVmPiuco0Dh6P5Jcdk8lJL0CUebqK164=
golang.org/x/text v0.37.0 h1:Cqjiwd9eSg8e0QAkyCaQTNHFIIzWtidPahFWR83rTrc=
golang.org/x/text v0.37.0/go.mod h1:a5sjxXGs9hsn/AJVwuElvCAo9v8QYLzvavO5z2PiM38=
golang.org/x/time v0.15.0 h1:bbrp8t3bGUeFOx08pvsMYRTCVSMk89u4tKbNOZbp88U=
golang.org/x/time v0.15.0/go.mod h1:Y4YMaQmXwGQZoFaVFk4YpCt4FLQMYKZe9oeV/f4MSno=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@ -445,10 +449,10 @@ gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
maunium.net/go/mautrix v0.27.0 h1:yfEYwoIluVWkofUgbZl9gP4i5nQTF+QNsxtb+r5bKlM=
maunium.net/go/mautrix v0.27.0/go.mod h1:7QpEQiTy6p4LHkXXaZI+N46tGYy8HMhD0JjzZAFoFWs=
modernc.org/cc/v4 v4.27.1 h1:9W30zRlYrefrDV2JE2O8VDtJ1yPGownxciz5rrbQZis=
modernc.org/cc/v4 v4.27.1/go.mod h1:uVtb5OGqUKpoLWhqwNQo/8LwvoiEBLvZXIQ/SmO6mL0=
modernc.org/ccgo/v4 v4.32.0 h1:hjG66bI/kqIPX1b2yT6fr/jt+QedtP2fqojG2VrFuVw=
modernc.org/ccgo/v4 v4.32.0/go.mod h1:6F08EBCx5uQc38kMGl+0Nm0oWczoo1c7cgpzEry7Uc0=
modernc.org/cc/v4 v4.28.2 h1:3tQ0lf2ADtoby2EtSP+J7IE2SHwEJdP8ioR59wx7XpY=
modernc.org/cc/v4 v4.28.2/go.mod h1:OnovgIhbbMXMu1aISnJ0wvVD1KnW+cAUJkIrAWh+kVI=
modernc.org/ccgo/v4 v4.34.0 h1:yRLPFZieg532OT4rp4JFNIVcquwalMX26G95WQDqwCQ=
modernc.org/ccgo/v4 v4.34.0/go.mod h1:AS5WYMyBakQ+fhsHhtP8mWB82KTGPkNNJDGfGQCe0/A=
modernc.org/fileutil v1.4.0 h1:j6ZzNTftVS054gi281TyLjHPp6CPHr2KCxEXjEbD6SM=
modernc.org/fileutil v1.4.0/go.mod h1:EqdKFDxiByqxLk8ozOxObDSfcVOv/54xDs/DUHdvCUU=
modernc.org/gc/v2 v2.6.5 h1:nyqdV8q46KvTpZlsw66kWqwXRHdjIlJOhG6kxiV/9xI=
@ -457,18 +461,18 @@ modernc.org/gc/v3 v3.1.2 h1:ZtDCnhonXSZexk/AYsegNRV1lJGgaNZJuKjJSWKyEqo=
modernc.org/gc/v3 v3.1.2/go.mod h1:HFK/6AGESC7Ex+EZJhJ2Gni6cTaYpSMmU/cT9RmlfYY=
modernc.org/goabi0 v0.2.0 h1:HvEowk7LxcPd0eq6mVOAEMai46V+i7Jrj13t4AzuNks=
modernc.org/goabi0 v0.2.0/go.mod h1:CEFRnnJhKvWT1c1JTI3Avm+tgOWbkOu5oPA8eH8LnMI=
modernc.org/libc v1.70.0 h1:U58NawXqXbgpZ/dcdS9kMshu08aiA6b7gusEusqzNkw=
modernc.org/libc v1.70.0/go.mod h1:OVmxFGP1CI/Z4L3E0Q3Mf1PDE0BucwMkcXjjLntvHJo=
modernc.org/libc v1.72.3 h1:ZnDF4tXn4NBXFutMMQC4vtbTFSXhhKzR73fv0beZEAU=
modernc.org/libc v1.72.3/go.mod h1:dn0dZNnnn1clLyvRxLxYExxiKRZIRENOfqQ8XEeg4Qs=
modernc.org/mathutil v1.7.1 h1:GCZVGXdaN8gTqB1Mf/usp1Y/hSqgI2vAGGP4jZMCxOU=
modernc.org/mathutil v1.7.1/go.mod h1:4p5IwJITfppl0G4sUEDtCr4DthTaT47/N3aT6MhfgJg=
modernc.org/memory v1.11.0 h1:o4QC8aMQzmcwCK3t3Ux/ZHmwFPzE6hf2Y5LbkRs+hbI=
modernc.org/memory v1.11.0/go.mod h1:/JP4VbVC+K5sU2wZi9bHoq2MAkCnrt2r98UGeSK7Mjw=
modernc.org/opt v0.1.4 h1:2kNGMRiUjrp4LcaPuLY2PzUfqM/w9N23quVwhKt5Qm8=
modernc.org/opt v0.1.4/go.mod h1:03fq9lsNfvkYSfxrfUhZCWPk1lm4cq4N+Bh//bEtgns=
modernc.org/opt v0.2.0 h1:tGyef5ApycA7FSEOMraay9SaTk5zmbx7Tu+cJs4QKZg=
modernc.org/opt v0.2.0/go.mod h1:03fq9lsNfvkYSfxrfUhZCWPk1lm4cq4N+Bh//bEtgns=
modernc.org/sortutil v1.2.1 h1:+xyoGf15mM3NMlPDnFqrteY07klSFxLElE2PVuWIJ7w=
modernc.org/sortutil v1.2.1/go.mod h1:7ZI3a3REbai7gzCLcotuw9AC4VZVpYMjDzETGsSMqJE=
modernc.org/sqlite v1.48.2 h1:5CnW4uP8joZtA0LedVqLbZV5GD7F/0x91AXeSyjoh5c=
modernc.org/sqlite v1.48.2/go.mod h1:hWjRO6Tj/5Ik8ieqxQybiEOUXy0NJFNp2tpvVpKlvig=
modernc.org/sqlite v1.50.1 h1:l+cQvn0sd0zJJtfygGHuQJ5AjlrwXmWPw4KP3ZMwr9w=
modernc.org/sqlite v1.50.1/go.mod h1:tcNzv5p84E0skkmJn038y+hWJbLQXQqEnQfeh5r2JLM=
modernc.org/strutil v1.2.1 h1:UneZBkQA+DX2Rp35KcM69cSsNES9ly8mQWD71HKlOA0=
modernc.org/strutil v1.2.1/go.mod h1:EHkiggD70koQxjVdSBM3JKM7k6L0FbGE5eymy9i3B9A=
modernc.org/token v1.1.0 h1:Xl7Ap9dKaEs5kLoOQeQmPWevfnk/DM5qcLcYlA8ys6Y=

255
integration/README.md Normal file
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@ -0,0 +1,255 @@
# Integration Test Suites
This directory contains the integration test suites that CI runs before merging PRs and before building `main`.
These tests exist to catch regressions that are easy to miss with unit tests alone, especially when different PRs touch adjacent code paths and the breakage only appears once the pieces are wired together. Typical examples are:
- protocol compatibility across package boundaries
- request and response behavior over real transports
- subprocess, CLI, or container wiring
- configuration passed through environment variables
- startup, discovery, and teardown flows involving more than one component
## Two Layers of Integration Testing
PicoClaw currently uses two related mechanisms:
1. Go integration tests, usually in `*_integration_test.go` files and guarded by `//go:build integration`
2. Docker-backed suites in `integration/suites/` that start real dependencies and run one or more of those Go tests in CI
That distinction matters:
- a tagged Go integration test is the test implementation
- a Docker-backed suite is how we make that test reproducible and CI-safe
If a test should actively protect merges between PRs, it should be reachable from [`scripts/run-integration-tests.sh`](../scripts/run-integration-tests.sh), either by extending an existing suite or by adding a new one.
Some integration-tagged tests are intentionally opt-in and not part of the Docker suites. For example, real CLI smoke tests under `pkg/providers/cli/` depend on external binaries being installed locally. Those are useful for manual verification, but they do not gate PR merges.
## What CI Runs
The integration jobs in [`.github/workflows/pr.yml`](../.github/workflows/pr.yml) and [`.github/workflows/build.yml`](../.github/workflows/build.yml) both execute:
```bash
bash ./scripts/run-integration-tests.sh
```
The runner auto-discovers every suite under `integration/suites/`, so adding a suite does not require editing the GitHub Actions workflow.
## How the Runner Works
- The shared runner is defined in [`integration/docker-compose.runner.yml`](docker-compose.runner.yml).
- Each suite lives in `integration/suites/<suite-name>/`.
- The runner script loads `suite.env`, merges the shared compose file with the suite-specific compose files, starts dependency services, runs the suite command, and then tears everything down.
- The shared runner container sets `GOFLAGS=-tags=goolm,stdjson,integration`, so tests run with the same build tags used by CI.
In practice, each suite gives us:
- a deterministic dependency graph
- a stable execution environment
- automatic cleanup after the run
- a clean place to encode the exact regression we want to prevent
## Current Reference Suite
[`integration/suites/mcp-streamable/`](suites/mcp-streamable/) is the reference example today.
It does three things:
- builds and starts a fixture MCP server from [`integration/fixtures/mcp-streamable-server/`](fixtures/mcp-streamable-server/)
- injects connection details into the runner container through environment variables
- runs [`TestIntegration_RealConfiguredServer`](../pkg/mcp/manager_real_server_integration_test.go) to verify that PicoClaw can connect to a real server, discover tools, invoke one, and validate the response payload
That suite complements [`TestIntegration_StreamableHTTPCompatibility`](../pkg/mcp/manager_integration_test.go), which exercises the same area in-process. Together they cover both protocol behavior and real service wiring.
## Suite Layout
Each suite directory must contain:
- `suite.env`
- at least one `docker-compose.yml` or `docker-compose.*.yml`
Example:
```text
integration/suites/my-suite/
├── docker-compose.yml
└── suite.env
```
## Required Manifest Fields
`suite.env` is sourced by the runner script and must define:
- `TEST_COMMAND`: shell command executed inside the integration runner container
Optional fields:
- `RUNNER_SERVICE`: override the default runner service name (`integration-runner`)
Example:
```bash
TEST_COMMAND='go test ./pkg/mcp -run TestIntegration_RealConfiguredServer -v'
```
## Running Integration Tests Locally
### Prerequisites
- Docker with the `docker compose` plugin for Docker-backed suites
- Go 1.25+ only if you want to run tagged integration tests directly on your host instead of through Docker
### Run Everything That CI Runs
```bash
make integration-test
```
Equivalent direct command:
```bash
bash ./scripts/run-integration-tests.sh
```
### Run a Single Suite
```bash
bash ./scripts/run-integration-tests.sh mcp-streamable
```
This is the fastest way to reproduce exactly what the CI integration job does for one suite.
### Run a Tagged Integration Test Directly
For faster iteration while writing the test, you can run the Go test itself without Docker:
```bash
go test -tags=goolm,stdjson,integration ./pkg/mcp -run TestIntegration_StreamableHTTPCompatibility -v
```
You can also run the real-server smoke test directly if you provide the same environment variables that the Docker suite would inject:
```bash
PICOCLAW_MCP_REAL_SERVER_JSON='{"enabled":true,"type":"http","url":"http://127.0.0.1:8080/mcp"}' \
PICOCLAW_MCP_REAL_TOOL_NAME=echo \
PICOCLAW_MCP_REAL_TOOL_ARGS_JSON='{"message":"hello"}' \
PICOCLAW_MCP_REAL_EXPECT_SUBSTRING=hello \
go test -tags=goolm,stdjson,integration ./pkg/mcp -run TestIntegration_RealConfiguredServer -v
```
Notes:
- avoid `-short`: the current integration tests skip in short mode
- use direct `go test` for tight feedback loops, then validate the Docker suite before committing
## When to Add an Integration Test
Reach for an integration test when the risk lives in the interaction, not just in the function body. Good candidates include:
- code that crosses process or container boundaries
- transport-specific behavior such as HTTP, SSE, stdio, or streamable MCP flows
- CLI parsing and wiring that depends on real subprocess execution
- configuration propagation through files, env vars, headers, or service discovery
- regressions that usually appear only after merging separately reasonable PRs
Prefer a unit test when the behavior is pure, local, and fully controllable in-process.
## How to Add a New Integration Test
### 1. Start from the regression you want to prevent
Describe the real workflow that could break after a merge. The sharper the scenario, the better the test will age.
Examples:
- "PicoClaw can still connect to a streamable MCP server after transport normalization changes."
- "A provider wrapper still parses the real CLI output format after refactors in response handling."
### 2. Implement the Go test
Add or extend a `*_integration_test.go` file in the package that owns the behavior and gate it with:
```go
//go:build integration
```
Guidelines:
- keep the assertions focused on observable behavior
- use bounded timeouts
- prefer deterministic fixtures over internet access or shared external state
- skip only when the dependency is intentionally optional, such as a locally installed third-party CLI
### 3. Decide whether it must gate CI merges
Use this rule of thumb:
- if the test is only a manual smoke check, a tagged Go test may be enough
- if the test should prevent regressions from landing through PR merges, wire it into a Docker-backed suite
### 4. Reuse or add a suite
If an existing suite already exercises the same subsystem, extend it. Otherwise create:
```text
integration/suites/<name>/
├── docker-compose.yml
└── suite.env
```
Use `integration/fixtures/` for reusable helper services or fake servers.
### 5. Define the suite command
In `suite.env`, point `TEST_COMMAND` at the Go test you want CI to run.
Examples:
```bash
TEST_COMMAND='go test ./pkg/mcp -run TestIntegration_RealConfiguredServer -v'
```
```bash
TEST_COMMAND='go test ./pkg/somepkg -run TestIntegration_MyScenario -v'
```
You can also run multiple tests if they share the same environment, but keep suites cohesive and easy to diagnose when they fail.
### 6. Model the dependencies in Docker Compose
Suite compose files can:
- define dependency services needed by the tests
- extend or override the shared `integration-runner` service
- inject environment variables into the runner for the tests to consume
Practical advice:
- prefer Docker service names over hard-coded host ports
- add health checks when the runner depends on service readiness
- keep the suite self-contained and deterministic
### 7. Validate locally before committing
At minimum:
```bash
go test -tags=goolm,stdjson,integration ./path/to/package -run TestIntegration_Name -v
bash ./scripts/run-integration-tests.sh <suite-name>
```
The first command helps while authoring. The second proves that the CI path works end to end.
## Review Checklist for New Suites
Before opening the PR, check that the new suite:
- reproduces a realistic cross-component failure mode
- is deterministic and isolated
- does not require manual setup in CI
- has clear failure output
- finishes in a reasonable amount of time
- cleans up after itself through the normal runner teardown
Once committed, the suite will be auto-discovered by the CI integration job.

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@ -0,0 +1,19 @@
services:
integration-runner:
image: golang:1.25-bookworm
working_dir: /workspace
entrypoint: ["bash", "-c"]
volumes:
- ${INTEGRATION_REPO_ROOT}:/workspace
- picoclaw-integration-gocache:/go-build-cache
- picoclaw-integration-gomodcache:/go-mod-cache
environment:
GOCACHE: /go-build-cache
GOMODCACHE: /go-mod-cache
GOTOOLCHAIN: local
CGO_ENABLED: "0"
GOFLAGS: -tags=goolm,stdjson,integration
volumes:
picoclaw-integration-gocache:
picoclaw-integration-gomodcache:

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@ -0,0 +1,23 @@
FROM golang:1.25-bookworm AS build
WORKDIR /src
COPY go.mod go.sum ./
RUN go mod download
COPY . .
RUN CGO_ENABLED=0 go build -o /out/mcp-streamable-server ./integration/fixtures/mcp-streamable-server
FROM alpine:3.22
RUN adduser -D -u 10001 appuser
COPY --from=build /out/mcp-streamable-server /usr/local/bin/mcp-streamable-server
USER appuser
EXPOSE 8080
HEALTHCHECK --interval=5s --timeout=3s --retries=12 CMD wget -qO- http://127.0.0.1:8080/healthz || exit 1
ENTRYPOINT ["/usr/local/bin/mcp-streamable-server"]

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@ -0,0 +1,71 @@
package main
import (
"context"
"log"
"net/http"
"os"
"strings"
"time"
"github.com/modelcontextprotocol/go-sdk/mcp"
)
func main() {
server := mcp.NewServer(&mcp.Implementation{
Name: "picoclaw-integration-streamable-server",
Version: "1.0.0",
}, nil)
mcp.AddTool(server, &mcp.Tool{
Name: "echo",
Description: "Echo back the provided message",
}, func(ctx context.Context, req *mcp.CallToolRequest, args map[string]any) (*mcp.CallToolResult, any, error) {
message, _ := args["message"].(string)
return &mcp.CallToolResult{
Content: []mcp.Content{
&mcp.TextContent{Text: message},
},
}, nil, nil
})
streamable := mcp.NewStreamableHTTPHandler(func(*http.Request) *mcp.Server {
return server
}, &mcp.StreamableHTTPOptions{
JSONResponse: envBool("STREAMABLE_JSON_RESPONSE", true),
})
mux := http.NewServeMux()
mux.Handle("/mcp", streamable)
mux.HandleFunc("/healthz", func(w http.ResponseWriter, r *http.Request) {
w.WriteHeader(http.StatusOK)
_, _ = w.Write([]byte("ok"))
})
srv := &http.Server{
Addr: ":8080",
Handler: mux,
ReadHeaderTimeout: 5 * time.Second,
}
log.Printf("streamable MCP integration server listening on %s", srv.Addr)
if err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
log.Fatal(err)
}
}
func envBool(name string, fallback bool) bool {
value := strings.TrimSpace(strings.ToLower(os.Getenv(name)))
if value == "" {
return fallback
}
switch value {
case "1", "true", "yes", "on":
return true
case "0", "false", "no", "off":
return false
default:
return fallback
}
}

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@ -0,0 +1,156 @@
package integration
import (
"os"
"os/exec"
"path/filepath"
"strings"
"testing"
)
func TestRunIntegrationTestsScriptExecutesSuiteCommand(t *testing.T) {
bashPath, err := exec.LookPath("bash")
if err != nil {
t.Skip("bash not available")
}
repoRoot := repoRootFromTestFile(t)
suitesRoot := filepath.Join(repoRoot, "integration", "suites")
suiteDir, err := os.MkdirTemp(suitesRoot, "runner-script-")
if err != nil {
t.Fatalf("MkdirTemp() error = %v", err)
}
t.Cleanup(func() {
_ = os.RemoveAll(suiteDir)
})
suiteName := filepath.Base(suiteDir)
err = os.WriteFile(
filepath.Join(suiteDir, "suite.env"),
[]byte("TEST_COMMAND='printf runner-ok'\n"),
0o644,
)
if err != nil {
t.Fatalf("WriteFile(suite.env) error = %v", err)
}
err = os.WriteFile(
filepath.Join(suiteDir, "docker-compose.yml"),
[]byte("services:\n fake-dependency:\n image: busybox\n"),
0o644,
)
if err != nil {
t.Fatalf("WriteFile(docker-compose.yml) error = %v", err)
}
stubDir := t.TempDir()
logPath := filepath.Join(t.TempDir(), "docker.log")
err = os.WriteFile(filepath.Join(stubDir, "docker"), []byte(`#!/bin/sh
set -eu
log_file="${DOCKER_LOG:?}"
{
printf '%s\n' '---'
for arg in "$@"; do
printf '%s\n' "$arg"
done
} >>"$log_file"
subcommand=""
for arg in "$@"; do
case "$arg" in
config|up|run|down)
subcommand="$arg"
;;
esac
done
case "$subcommand" in
config)
printf '%s\n' integration-runner fake-dependency
;;
up)
;;
run)
printf '%s\n' runner-ok
;;
down)
;;
*)
printf 'unexpected docker invocation: %s\n' "$*" >&2
exit 1
;;
esac
`), 0o755)
if err != nil {
t.Fatalf("WriteFile(docker stub) error = %v", err)
}
cmd := exec.Command(bashPath, filepath.Join(repoRoot, "scripts", "run-integration-tests.sh"), suiteName)
cmd.Dir = repoRoot
cmd.Env = append(os.Environ(),
"PATH="+stubDir+string(os.PathListSeparator)+os.Getenv("PATH"),
"DOCKER_LOG="+logPath,
)
output, err := cmd.CombinedOutput()
if err != nil {
t.Fatalf("run-integration-tests.sh error = %v\noutput:\n%s", err, output)
}
if !strings.Contains(string(output), "runner-ok") {
t.Fatalf("script output did not include runner output:\n%s", output)
}
logData, err := os.ReadFile(logPath)
if err != nil {
t.Fatalf("ReadFile(logPath) error = %v", err)
}
runArgs := findLoggedDockerInvocation(t, string(logData), "run")
if strings.Contains(strings.Join(runArgs, "\n"), "\nsh\n-c\n") {
t.Fatalf("docker compose run unexpectedly wrapped TEST_COMMAND with sh -c:\n%v", runArgs)
}
if !containsArg(runArgs, "integration-runner") {
t.Fatalf("docker compose run args missing runner service:\n%v", runArgs)
}
if !containsArg(runArgs, "printf runner-ok") {
t.Fatalf("docker compose run args missing suite command as a single argument:\n%v", runArgs)
}
}
func repoRootFromTestFile(t *testing.T) string {
t.Helper()
wd, err := os.Getwd()
if err != nil {
t.Fatalf("Getwd() error = %v", err)
}
return filepath.Dir(wd)
}
func findLoggedDockerInvocation(t *testing.T, logData, subcommand string) []string {
t.Helper()
for _, block := range strings.Split(logData, "---\n") {
block = strings.TrimSpace(block)
if block == "" {
continue
}
args := strings.Split(block, "\n")
if containsArg(args, subcommand) {
return args
}
}
t.Fatalf("did not find docker %q invocation in log:\n%s", subcommand, logData)
return nil
}
func containsArg(args []string, want string) bool {
for _, arg := range args {
if arg == want {
return true
}
}
return false
}

View file

@ -0,0 +1,19 @@
services:
integration-runner:
depends_on:
mcp-streamable-server:
condition: service_healthy
environment:
PICOCLAW_MCP_REAL_SERVER_JSON: >-
{"enabled":true,"type":"http","url":"http://mcp-streamable-server:8080/mcp"}
PICOCLAW_MCP_REAL_TOOL_NAME: echo
PICOCLAW_MCP_REAL_TOOL_ARGS_JSON: >-
{"message":"hello from docker integration suite"}
PICOCLAW_MCP_REAL_EXPECT_SUBSTRING: hello from docker integration suite
mcp-streamable-server:
build:
context: ${INTEGRATION_REPO_ROOT}
dockerfile: integration/fixtures/mcp-streamable-server/Dockerfile
environment:
STREAMABLE_JSON_RESPONSE: "true"

View file

@ -0,0 +1 @@
TEST_COMMAND='go test ./pkg/mcp -run TestIntegration_RealConfiguredServer -v'

View file

@ -21,6 +21,7 @@ import (
"github.com/sipeed/picoclaw/pkg/commands"
"github.com/sipeed/picoclaw/pkg/config"
"github.com/sipeed/picoclaw/pkg/constants"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/logger"
"github.com/sipeed/picoclaw/pkg/media"
"github.com/sipeed/picoclaw/pkg/providers"
@ -37,9 +38,13 @@ type AgentLoop struct {
registry *AgentRegistry
state *state.Manager
// Event system (from Incoming)
eventBus *EventBus
hooks *HookManager
// Runtime event system
runtimeEvents runtimeevents.Bus
ownsRuntimeEvents bool
runtimeEventLogMu sync.RWMutex
runtimeEventLogger *runtimeEventLogger
runtimeEventLogSub runtimeevents.Subscription
hooks *HookManager
// Runtime state
running atomic.Bool
@ -50,9 +55,11 @@ type AgentLoop struct {
transcriber asr.Transcriber
cmdRegistry *commands.Registry
mcp mcpRuntime
evolution *evolutionBridge
hookRuntime hookRuntime
steering *steeringQueue
pendingSkills sync.Map
pendingStops sync.Map
mu sync.RWMutex
// workerSem limits concurrent turn processing workers.
@ -172,6 +179,12 @@ func (al *AgentLoop) Run(ctx context.Context) error {
phase: TurnPhaseSetup,
}
if _, loaded := al.activeTurnStates.LoadOrStore(sessionKey, placeholder); loaded {
if al.tryHandleStopCommand(ctx, msg, sessionKey) {
continue
}
msg = al.prepareInboundMessageForAgent(ctx, msg)
// Another turn is already active (or reserved) for this session — enqueue
if err := al.enqueueSteeringMessage(sessionKey, agentID, providers.Message{
Role: "user",
@ -235,6 +248,24 @@ func (al *AgentLoop) Run(ctx context.Context) error {
defer al.channelManager.InvokeTypingStop(m.Channel, m.ChatID)
}
if al.takePendingStop(sessionKey) {
al.activeTurnStates.Delete(sessionKey)
target := &continuationTarget{
SessionKey: sessionKey,
Channel: m.Channel,
ChatID: m.ChatID,
}
continued, continueErr := al.drainQueuedSteeringContinuations(ctx, target)
if continueErr != nil {
al.maybePublishError(ctx, m.Channel, m.ChatID, sessionKey, continueErr)
return
}
if continued != "" {
al.PublishResponseIfNeeded(ctx, target.Channel, target.ChatID, target.SessionKey, continued)
}
return
}
al.runTurnWithSteering(ctx, m)
}(msg)
@ -280,13 +311,28 @@ func (al *AgentLoop) Close() {
})
}
}
evolution := al.currentEvolutionBridge()
if evolution != nil {
if err := evolution.Close(); err != nil {
logger.ErrorCF("agent", "Failed to close evolution bridge",
map[string]any{
"error": err.Error(),
})
}
}
al.GetRegistry().Close()
if al.hooks != nil {
al.hooks.Close()
}
if al.eventBus != nil {
al.eventBus.Close()
al.closeRuntimeEventLogger()
if al.runtimeEvents != nil && al.ownsRuntimeEvents {
if err := al.runtimeEvents.Close(); err != nil {
logger.ErrorCF("agent", "Failed to close runtime event bus",
map[string]any{
"error": err.Error(),
})
}
}
}
@ -294,12 +340,6 @@ func (al *AgentLoop) Close() {
// UnmountHook removes a previously registered in-process hook.
// SubscribeEvents registers a subscriber for agent-loop events.
// UnsubscribeEvents removes a previously registered event subscriber.
// EventDrops returns the number of dropped events for the given kind.
type turnEventScope struct {
agentID string
sessionKey string
@ -364,14 +404,29 @@ func (al *AgentLoop) ReloadProviderAndConfig(
// Ensure shared tools are re-registered on the new registry
registerSharedTools(al, cfg, al.bus, registry, provider)
newEvolution, evolutionErr := newEvolutionBridge(registry, cfg, provider)
if evolutionErr != nil {
logger.WarnCF("agent", "Failed to reinitialize evolution bridge during reload",
map[string]any{"error": evolutionErr.Error()})
}
if newEvolution != nil {
newEvolution.setCurrentCheck(al.isCurrentEvolutionBridge)
if err := newEvolution.subscribeRuntimeEvents(al.runtimeEvents.Channel()); err != nil {
logger.WarnCF("agent", "Failed to subscribe reloaded evolution bridge to runtime events",
map[string]any{"error": err.Error()})
}
}
// Atomically swap the config and registry under write lock
// This ensures readers see a consistent pair
al.mu.Lock()
oldRegistry := al.registry
oldEvolution := al.evolution
// Store new values
al.cfg = cfg
al.registry = registry
al.evolution = newEvolution
// Also update fallback chain with new config; rebuild rate limiter registry.
newRL := providers.NewRateLimiterRegistry()
@ -384,6 +439,7 @@ func (al *AgentLoop) ReloadProviderAndConfig(
al.fallback = providers.NewFallbackChain(providers.NewCooldownTracker(), newRL)
al.mu.Unlock()
al.refreshRuntimeEventLogger(cfg)
oldMCPManager := al.mcp.reset()
al.hookRuntime.reset(al)
@ -398,6 +454,12 @@ func (al *AgentLoop) ReloadProviderAndConfig(
map[string]any{"error": err.Error()})
}
}
if oldEvolution != nil {
if err := oldEvolution.Close(); err != nil {
logger.WarnCF("agent", "Failed to close previous evolution bridge during reload",
map[string]any{"error": err.Error()})
}
}
if err := al.ensureMCPInitialized(ctx); err != nil {
logger.WarnCF("agent", "MCP failed to reinitialize after reload",
map[string]any{"error": err.Error()})

View file

@ -274,6 +274,12 @@ func (al *AgentLoop) buildCommandsRuntime(
return nil
},
}
rt.StopActiveTurn = func() (commands.StopResult, error) {
if opts == nil {
return commands.StopResult{}, fmt.Errorf("process options not available")
}
return al.stopActiveTurnForSession(opts.Dispatch.SessionKey)
}
if agent != nil && agent.ContextBuilder != nil {
rt.ListSkillNames = agent.ContextBuilder.ListSkillNames
}

View file

@ -5,7 +5,7 @@ package agent
import (
"fmt"
"github.com/sipeed/picoclaw/pkg/logger"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
)
func (al *AgentLoop) newTurnEventScope(agentID, sessionKey string, turnCtx *TurnContext) turnEventScope {
@ -18,8 +18,8 @@ func (al *AgentLoop) newTurnEventScope(agentID, sessionKey string, turnCtx *Turn
}
}
func (ts turnEventScope) meta(iteration int, source, tracePath string) EventMeta {
return EventMeta{
func (ts turnEventScope) meta(iteration int, source, tracePath string) HookMeta {
return HookMeta{
AgentID: ts.agentID,
TurnID: ts.turnID,
SessionKey: ts.sessionKey,
@ -30,119 +30,55 @@ func (ts turnEventScope) meta(iteration int, source, tracePath string) EventMeta
}
}
func (al *AgentLoop) emitEvent(kind EventKind, meta EventMeta, payload any) {
clonedMeta := cloneEventMeta(meta)
evt := Event{
Kind: kind,
Meta: clonedMeta,
Context: cloneTurnContext(clonedMeta.turnContext),
Payload: payload,
func (al *AgentLoop) emitEvent(kind runtimeevents.Kind, meta HookMeta, payload any) {
clonedMeta := cloneHookMeta(meta)
eventCtx := cloneTurnContext(clonedMeta.turnContext)
evt := runtimeevents.Event{
Kind: kind,
Source: runtimeevents.Source{Component: "agent", Name: clonedMeta.AgentID},
Scope: runtimeScopeFromHookMeta(clonedMeta, eventCtx),
Correlation: runtimeCorrelationFromHookMeta(clonedMeta),
Severity: runtimeSeverityForAgentEvent(kind, payload),
Payload: payload,
Attrs: runtimeAttrsFromHookMeta(clonedMeta),
}
if al == nil || al.eventBus == nil {
if al == nil {
return
}
al.logEvent(evt)
al.eventBus.Emit(evt)
deliveredToEvolution := false
if kind == runtimeevents.KindAgentTurnEnd {
evolution := al.currentEvolutionBridge()
if evolution != nil {
deliveredToEvolution = evolution.handleRuntimeTurnEnd(evt)
}
}
if deliveredToEvolution {
if evt.Attrs == nil {
evt.Attrs = make(map[string]any, 1)
}
evt.Attrs[evolutionDirectDeliveryAttr] = true
}
al.publishRuntimeEvent(evt)
}
func (al *AgentLoop) logEvent(evt Event) {
fields := map[string]any{
"event_kind": evt.Kind.String(),
"agent_id": evt.Meta.AgentID,
"turn_id": evt.Meta.TurnID,
"session_key": evt.Meta.SessionKey,
"iteration": evt.Meta.Iteration,
func (al *AgentLoop) currentEvolutionBridge() *evolutionBridge {
if al == nil {
return nil
}
al.mu.RLock()
defer al.mu.RUnlock()
return al.evolution
}
if evt.Meta.TracePath != "" {
fields["trace"] = evt.Meta.TracePath
func (al *AgentLoop) isCurrentEvolutionBridge(bridge *evolutionBridge) bool {
if al == nil || bridge == nil {
return false
}
if evt.Meta.Source != "" {
fields["source"] = evt.Meta.Source
}
appendEventContextFields(fields, evt.Context)
switch payload := evt.Payload.(type) {
case TurnStartPayload:
fields["user_len"] = len(payload.UserMessage)
fields["media_count"] = payload.MediaCount
case TurnEndPayload:
fields["status"] = payload.Status
fields["iterations_total"] = payload.Iterations
fields["duration_ms"] = payload.Duration.Milliseconds()
fields["final_len"] = payload.FinalContentLen
case LLMRequestPayload:
fields["model"] = payload.Model
fields["messages"] = payload.MessagesCount
fields["tools"] = payload.ToolsCount
fields["max_tokens"] = payload.MaxTokens
case LLMDeltaPayload:
fields["content_delta_len"] = payload.ContentDeltaLen
fields["reasoning_delta_len"] = payload.ReasoningDeltaLen
case LLMResponsePayload:
fields["content_len"] = payload.ContentLen
fields["tool_calls"] = payload.ToolCalls
fields["has_reasoning"] = payload.HasReasoning
case LLMRetryPayload:
fields["attempt"] = payload.Attempt
fields["max_retries"] = payload.MaxRetries
fields["reason"] = payload.Reason
fields["error"] = payload.Error
fields["backoff_ms"] = payload.Backoff.Milliseconds()
case ContextCompressPayload:
fields["reason"] = payload.Reason
fields["dropped_messages"] = payload.DroppedMessages
fields["remaining_messages"] = payload.RemainingMessages
case SessionSummarizePayload:
fields["summarized_messages"] = payload.SummarizedMessages
fields["kept_messages"] = payload.KeptMessages
fields["summary_len"] = payload.SummaryLen
fields["omitted_oversized"] = payload.OmittedOversized
case ToolExecStartPayload:
fields["tool"] = payload.Tool
fields["args_count"] = len(payload.Arguments)
case ToolExecEndPayload:
fields["tool"] = payload.Tool
fields["duration_ms"] = payload.Duration.Milliseconds()
fields["for_llm_len"] = payload.ForLLMLen
fields["for_user_len"] = payload.ForUserLen
fields["is_error"] = payload.IsError
fields["async"] = payload.Async
case ToolExecSkippedPayload:
fields["tool"] = payload.Tool
fields["reason"] = payload.Reason
case SteeringInjectedPayload:
fields["count"] = payload.Count
fields["total_content_len"] = payload.TotalContentLen
case FollowUpQueuedPayload:
fields["source_tool"] = payload.SourceTool
fields["content_len"] = payload.ContentLen
case InterruptReceivedPayload:
fields["interrupt_kind"] = payload.Kind
fields["role"] = payload.Role
fields["content_len"] = payload.ContentLen
fields["queue_depth"] = payload.QueueDepth
fields["hint_len"] = payload.HintLen
case SubTurnSpawnPayload:
fields["child_agent_id"] = payload.AgentID
fields["label"] = payload.Label
case SubTurnEndPayload:
fields["child_agent_id"] = payload.AgentID
fields["status"] = payload.Status
case SubTurnResultDeliveredPayload:
fields["target_channel"] = payload.TargetChannel
fields["target_chat_id"] = payload.TargetChatID
fields["content_len"] = payload.ContentLen
case ErrorPayload:
fields["stage"] = payload.Stage
fields["error"] = payload.Message
}
logger.InfoCF("eventbus", fmt.Sprintf("Agent event: %s", evt.Kind.String()), fields)
al.mu.RLock()
defer al.mu.RUnlock()
return al.evolution == bridge
}
// MountHook registers an in-process hook on the agent loop.
@ -161,28 +97,26 @@ func (al *AgentLoop) UnmountHook(name string) {
al.hooks.Unmount(name)
}
// SubscribeEvents registers a subscriber for agent-loop events.
func (al *AgentLoop) SubscribeEvents(buffer int) EventSubscription {
if al == nil || al.eventBus == nil {
ch := make(chan Event)
close(ch)
return EventSubscription{C: ch}
// RuntimeEvents returns the root runtime event channel.
func (al *AgentLoop) RuntimeEvents() runtimeevents.EventChannel {
if al == nil || al.runtimeEvents == nil {
return nil
}
return al.eventBus.Subscribe(buffer)
return al.runtimeEvents.Channel()
}
// UnsubscribeEvents removes a previously registered event subscriber.
func (al *AgentLoop) UnsubscribeEvents(id uint64) {
if al == nil || al.eventBus == nil {
return
// RuntimeEventStats returns runtime event bus counters.
func (al *AgentLoop) RuntimeEventStats() runtimeevents.Stats {
if al == nil || al.runtimeEvents == nil {
return runtimeevents.Stats{Closed: true}
}
al.eventBus.Unsubscribe(id)
return al.runtimeEvents.Stats()
}
// EventDrops returns the number of dropped events for the given kind.
func (al *AgentLoop) EventDrops(kind EventKind) int64 {
if al == nil || al.eventBus == nil {
return 0
// RuntimeEventBus returns the runtime event bus used by the agent loop.
func (al *AgentLoop) RuntimeEventBus() runtimeevents.Bus {
if al == nil {
return nil
}
return al.eventBus.Dropped(kind)
return al.runtimeEvents
}

View file

@ -13,6 +13,7 @@ import (
"github.com/sipeed/picoclaw/pkg/channels"
"github.com/sipeed/picoclaw/pkg/commands"
"github.com/sipeed/picoclaw/pkg/config"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/logger"
"github.com/sipeed/picoclaw/pkg/providers"
"github.com/sipeed/picoclaw/pkg/skills"
@ -24,6 +25,7 @@ func NewAgentLoop(
cfg *config.Config,
msgBus *bus.MessageBus,
provider providers.LLMProvider,
opts ...AgentLoopOption,
) *AgentLoop {
registry := NewAgentRegistry(cfg, provider)
@ -47,7 +49,12 @@ func NewAgentLoop(
stateManager = state.NewManager(defaultAgent.Workspace)
}
eventBus := NewEventBus()
bridge, err := newEvolutionBridge(registry, cfg, provider)
if err != nil {
logger.WarnCF("agent", "Failed to initialize evolution bridge", map[string]any{
"error": err.Error(),
})
}
// Determine worker pool size from config (default: 1 = sequential)
workerPoolSize := cfg.Agents.Defaults.MaxParallelTurns
@ -56,18 +63,37 @@ func NewAgentLoop(
}
al := &AgentLoop{
bus: msgBus,
cfg: cfg,
registry: registry,
state: stateManager,
eventBus: eventBus,
fallback: fallbackChain,
cmdRegistry: commands.NewRegistry(commands.BuiltinDefinitions()),
steering: newSteeringQueue(parseSteeringMode(cfg.Agents.Defaults.SteeringMode)),
workerSem: make(chan struct{}, workerPoolSize),
bus: msgBus,
cfg: cfg,
registry: registry,
state: stateManager,
fallback: fallbackChain,
cmdRegistry: commands.NewRegistry(commands.BuiltinDefinitions()),
evolution: bridge,
steering: newSteeringQueue(parseSteeringMode(cfg.Agents.Defaults.SteeringMode)),
workerSem: make(chan struct{}, workerPoolSize),
ownsRuntimeEvents: true,
}
for _, opt := range opts {
if opt != nil {
opt(al)
}
}
if al.runtimeEvents == nil {
al.runtimeEvents = runtimeevents.NewBus()
al.ownsRuntimeEvents = true
}
if bridge != nil {
bridge.setCurrentCheck(al.isCurrentEvolutionBridge)
if err := bridge.subscribeRuntimeEvents(al.runtimeEvents.Channel()); err != nil {
logger.WarnCF("agent", "Failed to subscribe evolution bridge to runtime events", map[string]any{
"error": err.Error(),
})
}
}
al.refreshRuntimeEventLogger(cfg)
al.providerFactory = providers.CreateProviderFromConfig
al.hooks = NewHookManager(eventBus)
al.hooks = NewHookManager(al.runtimeEvents.Channel())
configureHookManagerFromConfig(al.hooks, cfg)
al.contextManager = al.resolveContextManager()
@ -327,5 +353,22 @@ func registerSharedTools(
} else if (spawnEnabled || spawnStatusEnabled) && !cfg.Tools.IsToolEnabled("subagent") {
logger.WarnCF("agent", "spawn/spawn_status tools require subagent to be enabled", nil)
}
// Register delegate tool for multi-agent setups.
// Auto-enabled when multiple agents exist. Delegation uses the SubTurn
// mechanism directly (not SubagentManager) and is independent of the
// subagent tool.
if len(registry.ListAgentIDs()) > 1 {
delegateTool := tools.NewDelegateTool()
delegateTool.SetSpawner(NewSubTurnSpawner(al))
currentAgentID := agentID
delegateTool.SetSelfAgentID(currentAgentID)
delegateTool.SetAllowlistChecker(func(targetAgentID string) bool {
return registry.CanSpawnSubagent(currentAgentID, targetAgentID)
})
agent.Tools.Register(delegateTool)
}
warnOnUnknownAgentToolDeclarations(agentID, agent.Workspace, agent.Definition, agent.Tools)
}
}

View file

@ -85,8 +85,18 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
return nil
}
mcpCfg := filterMCPConfigServers(al.cfg.Tools.MCP, al.registry.allowedMCPServers())
if mcpCfg.Servers == nil || len(mcpCfg.Servers) == 0 {
logger.InfoCF(
"agent",
"No MCP servers selected after applying per-agent mcpServers allowlists",
nil,
)
return nil
}
findValidServer := false
for _, serverCfg := range al.cfg.Tools.MCP.Servers {
for _, serverCfg := range mcpCfg.Servers {
if serverCfg.Enabled {
findValidServer = true
}
@ -97,7 +107,7 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
}
al.mcp.initOnce.Do(func() {
mcpManager := mcp.NewManager()
mcpManager := mcp.NewManager(mcp.WithRuntimeEvents(al.runtimeEvents))
defaultAgent := al.registry.GetDefaultAgent()
workspacePath := al.cfg.WorkspacePath()
@ -105,7 +115,7 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
workspacePath = defaultAgent.Workspace
}
if err := mcpManager.LoadFromMCPConfig(ctx, al.cfg.Tools.MCP, workspacePath); err != nil {
if err := mcpManager.LoadFromMCPConfig(ctx, mcpCfg, workspacePath); err != nil {
al.mcp.setInitErr(fmt.Errorf("failed to load MCP servers: %w", err))
logger.WarnCF("agent", "Failed to load MCP servers, MCP tools will not be available",
map[string]any{
@ -132,27 +142,9 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
// Determine whether this server's tools should be deferred (hidden).
// Per-server "deferred" field takes precedence over the global Discovery.Enabled.
serverCfg := al.cfg.Tools.MCP.Servers[serverName]
serverCfg := mcpCfg.Servers[serverName]
registerAsHidden := serverIsDeferred(al.cfg.Tools.MCP.Discovery.Enabled, serverCfg)
for _, agentID := range agentIDs {
agent, ok := al.registry.GetAgent(agentID)
if !ok || agent.ContextBuilder == nil {
continue
}
if err := agent.ContextBuilder.RegisterPromptContributor(mcpServerPromptContributor{
serverName: serverName,
toolCount: len(conn.Tools),
deferred: registerAsHidden,
}); err != nil {
logger.WarnCF("agent", "Failed to register MCP prompt contributor",
map[string]any{
"agent_id": agentID,
"server": serverName,
"error": err.Error(),
})
}
}
registeredToolsByAgent := make(map[string]map[string]struct{}, len(agentIDs))
for _, tool := range conn.Tools {
for _, agentID := range agentIDs {
@ -160,28 +152,57 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
if !ok {
continue
}
if !agent.AllowsMCPServer(serverName) {
logger.DebugCF("agent", "Skipped MCP tool registration by agent mcpServers allowlist",
map[string]any{
"agent_id": agentID,
"server": serverName,
"tool": tool.Name,
})
continue
}
mcpTool := tools.NewMCPTool(mcpManager, serverName, tool)
toolName := mcpTool.Name()
mcpTool.SetWorkspace(agent.Workspace)
mcpTool.SetMaxInlineTextRunes(al.cfg.Tools.MCP.GetMaxInlineTextChars())
mcpTool.SetEventPublisher(al.runtimeEvents)
if registerAsHidden {
agent.Tools.RegisterHidden(mcpTool)
} else {
agent.Tools.Register(mcpTool)
}
if !toolRegistryIncludes(agent.Tools, toolName) {
continue
}
recordRegisteredMCPTool(registeredToolsByAgent, agentID, toolName)
totalRegistrations++
logger.DebugCF("agent", "Registered MCP tool",
map[string]any{
"agent_id": agentID,
"server": serverName,
"tool": tool.Name,
"name": mcpTool.Name(),
"name": toolName,
"deferred": registerAsHidden,
})
}
}
for _, agentID := range agentIDs {
agent, ok := al.registry.GetAgent(agentID)
if !ok {
continue
}
registerMCPServerPromptContributor(
agentID,
agent,
serverName,
len(registeredToolsByAgent[agentID]),
registerAsHidden,
)
}
}
logger.InfoCF("agent", "MCP tools registered successfully",
map[string]any{
@ -229,6 +250,9 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
if !ok {
continue
}
if !agentHasDiscoverableMCPServers(al.cfg, agent.MCPServerAllowlist) {
continue
}
if useRegex {
agent.Tools.Register(tools.NewRegexSearchTool(agent.Tools, ttl, maxSearchResults))
@ -245,6 +269,89 @@ func (al *AgentLoop) ensureMCPInitialized(ctx context.Context) error {
return al.mcp.getInitErr()
}
func registerMCPServerPromptContributor(
agentID string,
agent *AgentInstance,
serverName string,
toolCount int,
registerAsHidden bool,
) {
if agent == nil || agent.ContextBuilder == nil || toolCount <= 0 {
return
}
if err := agent.ContextBuilder.RegisterPromptContributor(mcpServerPromptContributor{
serverName: serverName,
toolCount: toolCount,
deferred: registerAsHidden,
}); err != nil {
logger.WarnCF("agent", "Failed to register MCP prompt contributor",
map[string]any{
"agent_id": agentID,
"server": serverName,
"error": err.Error(),
})
}
}
func recordRegisteredMCPTool(
registeredToolsByAgent map[string]map[string]struct{},
agentID, toolName string,
) {
if registeredToolsByAgent[agentID] == nil {
registeredToolsByAgent[agentID] = make(map[string]struct{})
}
registeredToolsByAgent[agentID][toolName] = struct{}{}
}
func toolRegistryIncludes(registry *tools.ToolRegistry, name string) bool {
if registry == nil {
return false
}
return registry.HasRegistered(name)
}
func filterMCPConfigServers(
mcpCfg config.MCPConfig,
allowed map[string]struct{},
) config.MCPConfig {
if allowed == nil {
return mcpCfg
}
filtered := mcpCfg
filtered.Servers = make(map[string]config.MCPServerConfig)
normalizedAllowed := make(map[string]struct{}, len(allowed))
for serverName := range allowed {
name := normalizeMCPServerName(serverName)
if name == "" {
continue
}
normalizedAllowed[name] = struct{}{}
}
for serverName, serverCfg := range mcpCfg.Servers {
if _, ok := normalizedAllowed[normalizeMCPServerName(serverName)]; ok {
filtered.Servers[serverName] = serverCfg
}
}
return filtered
}
func agentHasDiscoverableMCPServers(cfg *config.Config, allowed map[string]struct{}) bool {
if cfg == nil || !cfg.Tools.MCP.Enabled || !cfg.Tools.MCP.Discovery.Enabled {
return false
}
filtered := filterMCPConfigServers(cfg.Tools.MCP, allowed)
for _, serverCfg := range filtered.Servers {
if serverCfg.Enabled && serverIsDeferred(cfg.Tools.MCP.Discovery.Enabled, serverCfg) {
return true
}
}
return false
}
// serverIsDeferred reports whether an MCP server's tools should be registered
// as hidden (deferred/discovery mode).
//

View file

@ -14,6 +14,7 @@ import (
"github.com/sipeed/picoclaw/pkg/config"
"github.com/sipeed/picoclaw/pkg/mcp"
agenttools "github.com/sipeed/picoclaw/pkg/tools"
)
func boolPtr(b bool) *bool { return &b }
@ -135,6 +136,139 @@ func TestServerIsDeferred(t *testing.T) {
}
}
func TestRegisterMCPServerPromptContributorUsesActualRegisteredToolCount(t *testing.T) {
cb := NewContextBuilder(t.TempDir())
agent := &AgentInstance{ContextBuilder: cb}
registerMCPServerPromptContributor("research", agent, "github", 0, false)
messages := cb.BuildMessagesFromPrompt(PromptBuildRequest{CurrentMessage: "hello"})
if prompt := messages[0].Content; strings.Contains(prompt, "MCP server `github`") {
t.Fatalf("expected no MCP prompt when no tools were registered, got %q", prompt)
}
registerMCPServerPromptContributor("research", agent, "github", 2, false)
messages = cb.BuildMessagesFromPrompt(PromptBuildRequest{CurrentMessage: "hello"})
prompt := messages[0].Content
if !strings.Contains(prompt, "MCP server `github` is connected") {
t.Fatalf("expected MCP prompt for registered tools, got %q", prompt)
}
if !strings.Contains(prompt, "It contributes 2 tool(s)") {
t.Fatalf("expected actual registered tool count in prompt, got %q", prompt)
}
}
func TestToolRegistryIncludesReportsOnlyRegisteredTools(t *testing.T) {
registry := agenttools.NewToolRegistry()
registry.SetAllowlist([]string{"mcp_github_search"})
registry.RegisterHidden(&allowlistTestTool{name: "mcp_github_search"})
registry.RegisterHidden(&allowlistTestTool{name: "mcp_github_create_issue"})
if !toolRegistryIncludes(registry, "mcp_github_search") {
t.Fatal("expected hidden registered MCP tool to be included")
}
if toolRegistryIncludes(registry, "mcp_github_create_issue") {
t.Fatal("blocked MCP tool should not be included")
}
}
func TestFilterMCPConfigServersCaseInsensitivePreservesOriginalKeys(t *testing.T) {
mcpCfg := config.MCPConfig{
Servers: map[string]config.MCPServerConfig{
"GitHub": {Enabled: true},
"filesystem": {Enabled: true},
"Slack": {Enabled: true},
},
}
allowed := map[string]struct{}{
"github": {},
"FILESYSTEM": {},
}
filtered := filterMCPConfigServers(mcpCfg, allowed)
if len(filtered.Servers) != 2 {
t.Fatalf("filtered.Servers = %v, want 2 entries", filtered.Servers)
}
if _, ok := filtered.Servers["GitHub"]; !ok {
t.Fatal("expected original GitHub config key to be preserved")
}
if _, ok := filtered.Servers["filesystem"]; !ok {
t.Fatal("expected filesystem config key to be preserved")
}
if _, ok := filtered.Servers["github"]; ok {
t.Fatal("did not expect normalized github key to replace original config key")
}
if _, ok := filtered.Servers["Slack"]; ok {
t.Fatal("did not expect unallowed Slack server")
}
}
func TestAgentHasDiscoverableMCPServers(t *testing.T) {
deferredFalse := false
cfg := &config.Config{
Tools: config.ToolsConfig{
MCP: config.MCPConfig{
ToolConfig: config.ToolConfig{Enabled: true},
Discovery: config.ToolDiscoveryConfig{
Enabled: true,
UseBM25: true,
UseRegex: false,
},
Servers: map[string]config.MCPServerConfig{
"github": {Enabled: true},
"filesystem": {Enabled: true, Deferred: &deferredFalse},
},
},
},
}
tests := []struct {
name string
allowed map[string]struct{}
want bool
}{
{
name: "nil allowlist includes discoverable enabled server",
want: true,
},
{
name: "empty allowlist denies all servers",
allowed: map[string]struct{}{},
want: false,
},
{
name: "selected server discoverable",
allowed: map[string]struct{}{
"github": {},
},
want: true,
},
{
name: "selected server opted out of discovery",
allowed: map[string]struct{}{
"filesystem": {},
},
want: false,
},
{
name: "unknown allowlist server matches nothing",
allowed: map[string]struct{}{
"slack": {},
},
want: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
if got := agentHasDiscoverableMCPServers(cfg, tt.allowed); got != tt.want {
t.Fatalf("agentHasDiscoverableMCPServers() = %v, want %v", got, tt.want)
}
})
}
}
func TestEnsureMCPInitialized_LoadFailureSetsInitErr(t *testing.T) {
al, cfg, _, _, cleanup := newTestAgentLoop(t)
defer cleanup()

View file

@ -102,9 +102,27 @@ func (al *AgentLoop) ProcessHeartbeat(
})
}
func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage) (string, error) {
func (al *AgentLoop) prepareInboundMessageForAgent(
ctx context.Context,
msg bus.InboundMessage,
) bus.InboundMessage {
msg = bus.NormalizeInboundMessage(msg)
var hadAudio bool
msg, hadAudio = al.transcribeAudioInMessage(ctx, msg)
// For audio messages the placeholder was deferred by the channel.
// Now that transcription (and optional feedback) is done, send it.
if hadAudio && al.channelManager != nil {
al.channelManager.SendPlaceholder(ctx, msg.Channel, msg.ChatID)
}
return msg
}
func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage) (string, error) {
msg = al.prepareInboundMessageForAgent(ctx, msg)
// Add message preview to log (show full content for error messages)
var logContent string
if strings.Contains(msg.Content, "Error:") || strings.Contains(msg.Content, "error") {
@ -123,15 +141,6 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
},
)
var hadAudio bool
msg, hadAudio = al.transcribeAudioInMessage(ctx, msg)
// For audio messages the placeholder was deferred by the channel.
// Now that transcription (and optional feedback) is done, send it.
if hadAudio && al.channelManager != nil {
al.channelManager.SendPlaceholder(ctx, msg.Channel, msg.ChatID)
}
// Route system messages to processSystemMessage
if msg.Channel == "system" {
return al.processSystemMessage(ctx, msg)

View file

@ -0,0 +1,20 @@
package agent
import runtimeevents "github.com/sipeed/picoclaw/pkg/events"
// AgentLoopOption configures an AgentLoop at construction time.
type AgentLoopOption func(*AgentLoop)
// WithRuntimeEvents injects the runtime event bus used for new observation APIs.
//
// The injected bus is treated as externally owned and will not be closed by
// AgentLoop.Close. Passing nil leaves the default owned runtime bus enabled.
func WithRuntimeEvents(bus runtimeevents.Bus) AgentLoopOption {
return func(al *AgentLoop) {
if bus == nil {
return
}
al.runtimeEvents = bus
al.ownsRuntimeEvents = false
}
}

View file

@ -56,6 +56,16 @@ func (al *AgentLoop) PublishResponseIfNeeded(ctx context.Context, channel, chatI
}
if alreadySentToSameChat {
if al.channelManager != nil && channel != "" && chatID != "" {
dismissCtx, dismissCancel := context.WithTimeout(ctx, 5*time.Second)
al.channelManager.DismissToolFeedback(
dismissCtx,
channel,
chatID,
nil,
)
dismissCancel()
}
logger.DebugCF(
"agent",
"Skipped outbound (message tool already sent to same chat)",

View file

@ -44,11 +44,36 @@ func (al *AgentLoop) runTurnWithSteering(ctx context.Context, initialMsg bus.Inb
return
}
// Drain steering queue using existing Continue mechanism
continued, continueErr := al.drainQueuedSteeringContinuations(ctx, target)
if continueErr != nil {
logger.WarnCF("agent", "Failed to continue queued steering",
map[string]any{
"channel": target.Channel,
"chat_id": target.ChatID,
"error": continueErr.Error(),
})
} else if continued != "" {
finalResponse = continued
}
// Publish final response
if finalResponse != "" {
al.PublishResponseIfNeeded(ctx, target.Channel, target.ChatID, target.SessionKey, finalResponse)
}
}
func (al *AgentLoop) drainQueuedSteeringContinuations(
ctx context.Context,
target *continuationTarget,
) (string, error) {
if target == nil {
return "", nil
}
finalResponse := ""
for al.pendingSteeringCountForScope(target.SessionKey) > 0 {
// Check for context cancellation between iterations
if ctx.Err() != nil {
return
if err := ctx.Err(); err != nil {
return finalResponse, err
}
logger.InfoCF("agent", "Continuing queued steering after turn end",
@ -61,13 +86,7 @@ func (al *AgentLoop) runTurnWithSteering(ctx context.Context, initialMsg bus.Inb
continued, continueErr := al.Continue(ctx, target.SessionKey, target.Channel, target.ChatID)
if continueErr != nil {
logger.WarnCF("agent", "Failed to continue queued steering",
map[string]any{
"channel": target.Channel,
"chat_id": target.ChatID,
"error": continueErr.Error(),
})
break
return finalResponse, continueErr
}
if continued == "" {
break
@ -75,10 +94,7 @@ func (al *AgentLoop) runTurnWithSteering(ctx context.Context, initialMsg bus.Inb
finalResponse = continued
}
// Publish final response
if finalResponse != "" {
al.PublishResponseIfNeeded(ctx, target.Channel, target.ChatID, target.SessionKey, finalResponse)
}
return finalResponse, nil
}
func (al *AgentLoop) resolveSteeringTarget(msg bus.InboundMessage) (string, string, bool) {

122
pkg/agent/agent_stop.go Normal file
View file

@ -0,0 +1,122 @@
package agent
import (
"context"
"fmt"
"strings"
"github.com/sipeed/picoclaw/pkg/bus"
"github.com/sipeed/picoclaw/pkg/commands"
)
func (al *AgentLoop) tryHandleStopCommand(
ctx context.Context,
msg bus.InboundMessage,
sessionKey string,
) bool {
cmdName, ok := commands.CommandName(msg.Content)
if !ok || cmdName != "stop" {
return false
}
result, err := al.stopActiveTurnForSession(sessionKey)
// This function is only called when loaded=true (another turn already
// claimed this session). If stopActiveTurnForSession found a pending
// placeholder but didn't stop it, that placeholder belongs to the other
// message's worker which hasn't started yet — arm a pending stop so the
// worker will bail when it checks before running.
if err == nil && !result.Stopped {
if ts := al.getActiveTurnState(sessionKey); ts != nil {
snap := ts.snapshot()
if strings.HasPrefix(snap.TurnID, pendingTurnPrefix) {
al.markPendingStop(sessionKey)
result.Stopped = true
}
}
}
reply := commands.FormatStopReply(result)
if err != nil {
reply = "Failed to stop task: " + err.Error()
}
if al.channelManager != nil {
al.channelManager.InvokeTypingStop(msg.Channel, msg.ChatID)
}
al.resetMessageToolRound(sessionKey)
al.PublishResponseIfNeeded(ctx, msg.Channel, msg.ChatID, sessionKey, reply)
return true
}
func (al *AgentLoop) stopActiveTurnForSession(sessionKey string) (commands.StopResult, error) {
sessionKey = strings.TrimSpace(sessionKey)
if sessionKey == "" {
return commands.StopResult{}, fmt.Errorf("session key is required")
}
result := commands.StopResult{}
cleared := al.clearSteeringMessagesForScope(sessionKey)
al.clearPendingSkills(sessionKey)
ts := al.getActiveTurnState(sessionKey)
if ts == nil {
result.Stopped = cleared > 0
return result, nil
}
snap := ts.snapshot()
result.TaskName = snap.UserMessage
if strings.HasPrefix(snap.TurnID, pendingTurnPrefix) {
// A pending placeholder means this session is either idle (our own
// placeholder from the /stop command) or another message is queued but
// hasn't started yet. In both cases, we don't arm a pending stop here;
// the caller (tryHandleStopCommand) handles the "another message queued"
// case explicitly, since it knows loaded=true.
return result, nil
}
if err := al.HardAbort(sessionKey); err != nil {
if al.getActiveTurnState(sessionKey) == nil {
result.Stopped = cleared > 0
return result, nil
}
return commands.StopResult{}, err
}
result.Stopped = true
return result, nil
}
func (al *AgentLoop) markPendingStop(sessionKey string) {
sessionKey = strings.TrimSpace(sessionKey)
if sessionKey == "" {
return
}
al.pendingStops.Store(sessionKey, struct{}{})
}
func (al *AgentLoop) takePendingStop(sessionKey string) bool {
sessionKey = strings.TrimSpace(sessionKey)
if sessionKey == "" {
return false
}
_, ok := al.pendingStops.LoadAndDelete(sessionKey)
return ok
}
func (al *AgentLoop) resetMessageToolRound(sessionKey string) {
if strings.TrimSpace(sessionKey) == "" {
return
}
if registry := al.GetRegistry(); registry != nil {
if agent := registry.GetDefaultAgent(); agent != nil {
if tool, ok := agent.Tools.Get("message"); ok {
if resetter, ok := tool.(interface{ ResetSentInRound(sessionKey string) }); ok {
resetter.ResetSentInRound(sessionKey)
}
}
}
}
}

View file

@ -19,6 +19,7 @@ import (
"github.com/sipeed/picoclaw/pkg/bus"
"github.com/sipeed/picoclaw/pkg/channels"
"github.com/sipeed/picoclaw/pkg/config"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/media"
"github.com/sipeed/picoclaw/pkg/providers"
"github.com/sipeed/picoclaw/pkg/routing"
@ -56,6 +57,38 @@ func (f *fakeMediaChannel) SendMedia(ctx context.Context, msg bus.OutboundMediaM
return nil, nil
}
type recordingChannelManager struct {
dismissed []string
}
func (m *recordingChannelManager) GetChannel(name string) (channels.Channel, bool) {
return nil, false
}
func (m *recordingChannelManager) GetEnabledChannels() []string {
return nil
}
func (m *recordingChannelManager) InvokeTypingStop(channel, chatID string) {}
func (m *recordingChannelManager) SendMessage(ctx context.Context, msg bus.OutboundMessage) error {
return nil
}
func (m *recordingChannelManager) SendMedia(ctx context.Context, msg bus.OutboundMediaMessage) error {
return nil
}
func (m *recordingChannelManager) SendPlaceholder(ctx context.Context, channel, chatID string) bool {
return false
}
func (m *recordingChannelManager) DismissToolFeedback(
ctx context.Context, channel, chatID string, outboundCtx *bus.InboundContext,
) {
m.dismissed = append(m.dismissed, fmt.Sprintf("%s:%s", channel, chatID))
}
func newStartedTestChannelManager(
t *testing.T,
msgBus *bus.MessageBus,
@ -213,6 +246,44 @@ func TestNewAgentLoop_DoesNotRegisterWebSearchTool_WhenNoReadyProviders(t *testi
}
}
func TestPublishResponseIfNeeded_DismissesToolFeedbackWhenMessageToolAlreadySent(t *testing.T) {
al, msgBus, provider, sessions, cleanup := newTestAgentLoop(t)
defer cleanup()
_ = msgBus
_ = provider
_ = sessions
cm := &recordingChannelManager{}
al.channelManager = cm
defaultAgent := al.registry.GetDefaultAgent()
if defaultAgent == nil {
t.Fatal("expected default agent")
}
mt := tools.NewMessageTool()
mt.SetSendCallback(func(ctx context.Context, channel, chatID, content, replyToMessageID string) error {
return nil
})
defaultAgent.Tools.Register(mt)
result := mt.Execute(
tools.WithToolSessionContext(context.Background(), "main", "session-1", nil),
map[string]any{
"content": "ack",
"channel": "telegram",
"chat_id": "-100123",
},
)
if result == nil || result.IsError {
t.Fatalf("message tool execute failed: %+v", result)
}
al.PublishResponseIfNeeded(context.Background(), "telegram", "-100123", "session-1", "final reply")
if got := cm.dismissed; len(got) != 1 || got[0] != "telegram:-100123" {
t.Fatalf("dismissed = %v, want [telegram:-100123]", got)
}
}
func TestProcessMessage_IncludesCurrentSenderInDynamicContext(t *testing.T) {
tmpDir, err := os.MkdirTemp("", "agent-test-*")
if err != nil {
@ -5456,6 +5527,7 @@ func TestParallelMessageProcessing_SameSessionProcessedSequentially(t *testing.T
var mu sync.Mutex
turnIDs := make(map[string]bool)
var wg sync.WaitGroup
var firstResponse sync.Once
wg.Add(1) // Only 1 turn should be created for same session
cfg := &config.Config{
@ -5478,19 +5550,27 @@ func TestParallelMessageProcessing_SameSessionProcessedSequentially(t *testing.T
al := NewAgentLoop(cfg, msgBus, &concurrentMockProvider{
responseFunc: func(callID int) string {
wg.Done()
firstResponse.Do(func() {
wg.Done()
})
return "ok"
},
})
defer al.Close()
sub := al.SubscribeEvents(64)
runtimeCh, closeRuntimeEvents := subscribeRuntimeEventsForTest(
t,
al,
64,
runtimeevents.KindAgentTurnStart,
)
defer closeRuntimeEvents()
go func() {
for evt := range sub.C {
if evt.Kind == EventKindTurnStart {
for evt := range runtimeCh {
if evt.Kind == runtimeevents.KindAgentTurnStart {
mu.Lock()
turnIDs[evt.Meta.TurnID] = true
turnIDs[evt.Scope.TurnID] = true
mu.Unlock()
}
}

View file

@ -4,7 +4,6 @@ package agent
import (
"context"
"encoding/json"
"fmt"
"maps"
"path/filepath"
@ -171,15 +170,8 @@ func toolFeedbackExplanationFromMessages(messages []providers.Message) string {
}
func toolFeedbackArgsPreview(args map[string]any, maxLen int) string {
if args == nil {
args = map[string]any{}
}
argsJSON, err := json.MarshalIndent(args, "", " ")
if err != nil {
return utils.Truncate(fmt.Sprintf("%v", args), maxLen)
}
return utils.Truncate(string(argsJSON), maxLen)
argsJSON := utils.FormatArgsJSON(args, true, false)
return utils.Truncate(argsJSON, maxLen)
}
func shouldPublishToolFeedback(cfg *config.Config, ts *turnState) bool {
@ -293,6 +285,12 @@ func inferMediaType(filename, contentType string) string {
ct := strings.ToLower(contentType)
fn := strings.ToLower(filename)
// SVG is an image MIME type, but raster-only delivery endpoints such as
// Telegram SendPhoto reject it. Treat it as a file/document instead.
if strings.HasPrefix(ct, "image/svg") || filepath.Ext(fn) == ".svg" {
return "file"
}
if strings.HasPrefix(ct, "image/") {
return "image"
}
@ -306,7 +304,7 @@ func inferMediaType(filename, contentType string) string {
// Fallback: infer from extension
ext := filepath.Ext(fn)
switch ext {
case ".jpg", ".jpeg", ".png", ".gif", ".webp", ".bmp", ".svg":
case ".jpg", ".jpeg", ".png", ".gif", ".webp", ".bmp":
return "image"
case ".mp3", ".wav", ".ogg", ".m4a", ".flac", ".aac", ".wma", ".opus":
return "audio"

View file

@ -0,0 +1,76 @@
package agent
import "testing"
func TestInferMediaType(t *testing.T) {
tests := []struct {
name string
filename string
contentType string
want string
}{
{
name: "png content type",
filename: "diagram",
contentType: "image/png",
want: "image",
},
{
name: "jpeg extension fallback",
filename: "photo.JPG",
contentType: "",
want: "image",
},
{
name: "svg content type is file",
filename: "diagram",
contentType: "image/svg+xml",
want: "file",
},
{
name: "svg content type with parameters is file",
filename: "diagram",
contentType: "image/svg+xml; charset=utf-8",
want: "file",
},
{
name: "svg extension fallback is file",
filename: "diagram.SVG",
contentType: "",
want: "file",
},
{
name: "audio content type",
filename: "voice",
contentType: "audio/ogg",
want: "audio",
},
{
name: "ogg application content type",
filename: "voice.ogg",
contentType: "application/ogg",
want: "audio",
},
{
name: "video extension fallback",
filename: "clip.MP4",
contentType: "",
want: "video",
},
{
name: "unknown type",
filename: "archive.bin",
contentType: "application/octet-stream",
want: "file",
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := inferMediaType(tt.filename, tt.contentType)
if got != tt.want {
t.Fatalf("inferMediaType(%q, %q) = %q, want %q", tt.filename, tt.contentType, got, tt.want)
}
})
}
}

View file

@ -26,6 +26,7 @@ type ContextBuilder struct {
skillsLoader *skills.SkillsLoader
memory *MemoryStore
splitOnMarker bool
agentDiscovery func(agentID string) []AgentDescriptor
promptRegistry *PromptRegistry
// Cache for system prompt to avoid rebuilding on every call.
@ -66,6 +67,24 @@ func (cb *ContextBuilder) WithSplitOnMarker(enabled bool) *ContextBuilder {
return cb
}
func (cb *ContextBuilder) WithAgentDiscovery(
agentID string,
discover func(agentID string) []AgentDescriptor,
) *ContextBuilder {
cb.agentDiscovery = discover
if discover != nil {
if err := cb.RegisterPromptContributor(agentDiscoveryPromptContributor{
agentID: agentID,
discover: discover,
}); err != nil {
logger.WarnCF("agent", "Failed to register agent discovery prompt contributor", map[string]any{
"error": err.Error(),
})
}
}
return cb
}
func getGlobalConfigDir() string {
return config.GetHome()
}
@ -625,7 +644,9 @@ func formatCurrentSenderLine(senderID, senderDisplayName string) string {
}
}
func (cb *ContextBuilder) buildDynamicContext(channel, chatID, senderID, senderDisplayName string) string {
func (cb *ContextBuilder) buildDynamicContext(
channel, chatID, senderID, senderDisplayName string,
) string {
now := time.Now().Format("2006-01-02 15:04 (Monday)")
rt := fmt.Sprintf("%s %s, Go %s", runtime.GOOS, runtime.GOARCH, runtime.Version())
@ -854,7 +875,11 @@ func sanitizeHistoryForProvider(history []providers.Message) []providers.Message
case "assistant":
if len(msg.ToolCalls) > 0 {
if len(sanitized) == 0 {
logger.DebugCF("agent", "Dropping assistant tool-call turn at history start", map[string]any{})
logger.DebugCF(
"agent",
"Dropping assistant tool-call turn at history start",
map[string]any{},
)
continue
}
prev := sanitized[len(sanitized)-1]
@ -999,10 +1024,28 @@ func (cb *ContextBuilder) AddAssistantMessage(
}
func (cb *ContextBuilder) buildActiveSkillsContext(skillNames []string) string {
if cb.skillsLoader == nil || len(skillNames) == 0 {
ordered := cb.ResolveActiveSkillsForContext(skillNames)
if len(ordered) == 0 {
return ""
}
content := cb.skillsLoader.LoadSkillsForContext(ordered)
if strings.TrimSpace(content) == "" {
return ""
}
return fmt.Sprintf(`# Active Skills
The following skills are active for this request. Follow them when relevant.
%s`, content)
}
func (cb *ContextBuilder) ResolveActiveSkillsForContext(skillNames []string) []string {
if cb.skillsLoader == nil || len(skillNames) == 0 {
return nil
}
var ordered []string
seen := make(map[string]struct{}, len(skillNames))
for _, name := range skillNames {
@ -1017,19 +1060,9 @@ func (cb *ContextBuilder) buildActiveSkillsContext(skillNames []string) string {
ordered = append(ordered, canonical)
}
if len(ordered) == 0 {
return ""
return nil
}
content := cb.skillsLoader.LoadSkillsForContext(ordered)
if strings.TrimSpace(content) == "" {
return ""
}
return fmt.Sprintf(`# Active Skills
The following skills are active for this request. Follow them when relevant.
%s`, content)
return ordered
}
func (cb *ContextBuilder) buildActiveSkillsPromptParts(skillNames []string) []PromptPart {

View file

@ -7,6 +7,7 @@ import (
"sync"
"time"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/logger"
"github.com/sipeed/picoclaw/pkg/providers"
)
@ -41,7 +42,7 @@ func (m *legacyContextManager) Compact(_ context.Context, req *CompactRequest) e
// Sync emergency compression — budget exceeded.
if result, ok := m.forceCompression(req.SessionKey); ok {
m.al.emitEvent(
EventKindContextCompress,
runtimeevents.KindAgentContextCompress,
m.al.newTurnEventScope("", req.SessionKey, nil).meta(0, "forceCompression", "turn.context.compress"),
ContextCompressPayload{
Reason: req.Reason,
@ -246,7 +247,7 @@ func (m *legacyContextManager) summarizeSession(agent *AgentInstance, sessionKey
agent.Sessions.TruncateHistory(sessionKey, keepCount)
agent.Sessions.Save(sessionKey)
m.al.emitEvent(
EventKindSessionSummarize,
runtimeevents.KindAgentSessionSummarize,
m.al.newTurnEventScope(agent.ID, sessionKey, nil).meta(0, "summarizeSession", "turn.session.summarize"),
SessionSummarizePayload{
SummarizedMessages: len(validMessages),

View file

@ -12,6 +12,7 @@ import (
"github.com/sipeed/picoclaw/pkg/bus"
"github.com/sipeed/picoclaw/pkg/config"
runtimeevents "github.com/sipeed/picoclaw/pkg/events"
"github.com/sipeed/picoclaw/pkg/providers"
)
@ -305,8 +306,13 @@ func TestLegacyCompact_Overflow(t *testing.T) {
}
defaultAgent.Sessions.SetHistory("session-overflow", history)
sub := al.SubscribeEvents(16)
defer al.UnsubscribeEvents(sub.ID)
runtimeCh, closeRuntimeEvents := subscribeRuntimeEventsForTest(
t,
al,
16,
runtimeevents.KindAgentContextCompress,
)
defer closeRuntimeEvents()
err := al.contextManager.Compact(context.Background(), &CompactRequest{
SessionKey: "session-overflow",
@ -329,8 +335,8 @@ func TestLegacyCompact_Overflow(t *testing.T) {
}
// Event should carry the proactive reason
events := collectEventStream(sub.C)
compressEvt, ok := findEvent(events, EventKindContextCompress)
events := collectRuntimeEventStream(runtimeCh)
compressEvt, ok := findRuntimeEvent(events, runtimeevents.KindAgentContextCompress)
if !ok {
t.Fatal("expected context compress event")
}
@ -361,8 +367,13 @@ func TestLegacyCompact_Overflow_ProactiveReason(t *testing.T) {
}
defaultAgent.Sessions.SetHistory("session-proactive", history)
sub := al.SubscribeEvents(16)
defer al.UnsubscribeEvents(sub.ID)
runtimeCh, closeRuntimeEvents := subscribeRuntimeEventsForTest(
t,
al,
16,
runtimeevents.KindAgentContextCompress,
)
defer closeRuntimeEvents()
err := al.contextManager.Compact(context.Background(), &CompactRequest{
SessionKey: "session-proactive",
@ -372,8 +383,8 @@ func TestLegacyCompact_Overflow_ProactiveReason(t *testing.T) {
t.Fatalf("unexpected error: %v", err)
}
events := collectEventStream(sub.C)
compressEvt, ok := findEvent(events, EventKindContextCompress)
events := collectRuntimeEventStream(runtimeCh)
compressEvt, ok := findRuntimeEvent(events, runtimeevents.KindAgentContextCompress)
if !ok {
t.Fatal("expected context compress event")
}
@ -483,6 +494,14 @@ func TestLegacyCompact_PostTurn_ExceedsMessageThreshold(t *testing.T) {
}
defaultAgent.Sessions.SetHistory("session-threshold", history)
runtimeCh, closeRuntimeEvents := subscribeRuntimeEventsForTest(
t,
al,
16,
runtimeevents.KindAgentSessionSummarize,
)
defer closeRuntimeEvents()
err := al.contextManager.Compact(context.Background(), &CompactRequest{
SessionKey: "session-threshold",
Reason: ContextCompressReasonSummarize,
@ -491,12 +510,8 @@ func TestLegacyCompact_PostTurn_ExceedsMessageThreshold(t *testing.T) {
t.Fatalf("unexpected error: %v", err)
}
// Wait for async summarization to complete via event
sub := al.SubscribeEvents(16)
defer al.UnsubscribeEvents(sub.ID)
waitForEvent(t, sub.C, 5*time.Second, func(evt Event) bool {
return evt.Kind == EventKindSessionSummarize
waitForRuntimeEvent(t, runtimeCh, 5*time.Second, func(evt runtimeevents.Event) bool {
return evt.Kind == runtimeevents.KindAgentSessionSummarize
})
newHistory := defaultAgent.Sessions.GetHistory("session-threshold")

View file

@ -35,7 +35,7 @@ type AgentFrontmatter struct {
MaxTurns *int `json:"maxTurns,omitempty"`
Skills []string `json:"skills,omitempty"`
MCPServers []string `json:"mcpServers,omitempty"`
Fields map[string]any `json:"fields,omitempty"`
Fields map[string]any `json:"-"`
}
// AgentPromptDefinition represents the parsed AGENT.md or AGENTS.md prompt file.
@ -45,6 +45,7 @@ type AgentPromptDefinition struct {
Body string `json:"body"`
RawFrontmatter string `json:"raw_frontmatter,omitempty"`
Frontmatter AgentFrontmatter `json:"frontmatter"`
FrontmatterErr string `json:"frontmatter_error,omitempty"`
}
// SoulDefinition represents the resolved SOUL.md file linked to the agent.
@ -146,19 +147,21 @@ func loadUserDefinition(workspace string) *UserDefinition {
func parseAgentPromptDefinition(path, content string) AgentPromptDefinition {
frontmatter, body := splitAgentFrontmatter(content)
parsedFrontmatter, err := parseAgentFrontmatter(path, frontmatter)
return AgentPromptDefinition{
Path: path,
Raw: content,
Body: body,
RawFrontmatter: frontmatter,
Frontmatter: parseAgentFrontmatter(path, frontmatter),
Frontmatter: parsedFrontmatter,
FrontmatterErr: errorString(err),
}
}
func parseAgentFrontmatter(path, frontmatter string) AgentFrontmatter {
func parseAgentFrontmatter(path, frontmatter string) (AgentFrontmatter, error) {
frontmatter = strings.TrimSpace(frontmatter)
if frontmatter == "" {
return AgentFrontmatter{}
return AgentFrontmatter{}, nil
}
rawFields := make(map[string]any)
@ -167,7 +170,7 @@ func parseAgentFrontmatter(path, frontmatter string) AgentFrontmatter {
"path": path,
"error": err.Error(),
})
return AgentFrontmatter{}
return AgentFrontmatter{}, err
}
var typed struct {
@ -184,7 +187,7 @@ func parseAgentFrontmatter(path, frontmatter string) AgentFrontmatter {
"path": path,
"error": err.Error(),
})
return AgentFrontmatter{}
return AgentFrontmatter{}, err
}
return AgentFrontmatter{
@ -196,7 +199,7 @@ func parseAgentFrontmatter(path, frontmatter string) AgentFrontmatter {
Skills: append([]string(nil), typed.Skills...),
MCPServers: append([]string(nil), typed.MCPServers...),
Fields: rawFields,
}
}, nil
}
func splitAgentFrontmatter(content string) (frontmatter, body string) {
@ -253,3 +256,10 @@ func fileExists(path string) bool {
_, err := os.Stat(path)
return err == nil
}
func errorString(err error) string {
if err == nil {
return ""
}
return err.Error()
}

263
pkg/agent/discovery.go Normal file
View file

@ -0,0 +1,263 @@
package agent
import (
"encoding/json"
"path/filepath"
"sort"
"strings"
"github.com/sipeed/picoclaw/pkg/routing"
)
// AgentDescriptor is the structured discovery payload injected into each
// agent's system prompt so the LLM can choose a peer by identity.
type AgentDescriptor struct {
ID string `json:"id"`
Name string `json:"name"`
Description string `json:"description"`
}
// ListAgents returns structured descriptors for every agent in the current
// PicoClaw instance. The current workspace, when provided, is used only to
// order the matching agent first for prompt readability.
func (r *AgentRegistry) ListAgents(workspace string) []AgentDescriptor {
r.mu.RLock()
defer r.mu.RUnlock()
ids := make([]string, 0, len(r.agents))
for id := range r.agents {
ids = append(ids, id)
}
sort.Strings(ids)
selfWorkspace := cleanWorkspacePath(workspace)
descriptors := make([]AgentDescriptor, 0, len(ids))
for _, id := range ids {
agent := r.agents[id]
if agent == nil {
continue
}
descriptors = append(descriptors, r.buildAgentDescriptorLocked(agent))
}
if selfWorkspace == "" {
return descriptors
}
sort.SliceStable(descriptors, func(i, j int) bool {
leftSelf := cleanWorkspacePath(
r.workspaceForAgentIDLocked(descriptors[i].ID),
) == selfWorkspace
rightSelf := cleanWorkspacePath(
r.workspaceForAgentIDLocked(descriptors[j].ID),
) == selfWorkspace
if leftSelf != rightSelf {
return leftSelf
}
return descriptors[i].ID < descriptors[j].ID
})
return descriptors
}
// ListSpawnableAgents returns descriptors only when the current agent can call
// spawn, and only for peers it is allowed to spawn. Restricted peers are
// intentionally omitted from discovery.
func (r *AgentRegistry) ListSpawnableAgents(agentID string) []AgentDescriptor {
r.mu.RLock()
defer r.mu.RUnlock()
parentID := routing.NormalizeAgentID(agentID)
parent, ok := r.agents[parentID]
if !ok || parent == nil {
return nil
}
if !agentHasSpawnTool(parent) {
return nil
}
ids := make([]string, 0, len(r.agents))
for id := range r.agents {
if id == parentID {
continue
}
if !agentAllowsSubagent(parent, id) {
continue
}
ids = append(ids, id)
}
sort.Strings(ids)
descriptors := make([]AgentDescriptor, 0, len(ids))
for _, id := range ids {
agent := r.agents[id]
if agent == nil {
continue
}
descriptors = append(descriptors, r.buildAgentDescriptorLocked(agent))
}
return descriptors
}
// GetAgentDescriptor returns the structured discovery payload for one agent.
func (r *AgentRegistry) GetAgentDescriptor(agentID string) (*AgentDescriptor, bool) {
r.mu.RLock()
defer r.mu.RUnlock()
id := routing.NormalizeAgentID(agentID)
agent, ok := r.agents[id]
if !ok || agent == nil {
return nil, false
}
descriptor := r.buildAgentDescriptorLocked(agent)
return &descriptor, true
}
func (r *AgentRegistry) buildAgentDescriptorLocked(agent *AgentInstance) AgentDescriptor {
definition := loadAgentDefinition(agent.Workspace)
name, description := descriptorIdentity(agent.ID, definition)
return AgentDescriptor{
ID: agent.ID,
Name: name,
Description: description,
}
}
func descriptorIdentity(agentID string, definition AgentContextDefinition) (string, string) {
name := agentID
description := ""
if definition.Agent != nil {
if trimmed := strings.TrimSpace(definition.Agent.Frontmatter.Name); trimmed != "" {
name = trimmed
}
if trimmed := strings.TrimSpace(definition.Agent.Frontmatter.Description); trimmed != "" {
description = trimmed
}
}
if description == "" &&
definition.Agent != nil {
if definition.Source == AgentDefinitionSourceAgent {
description = firstNonEmptyLine(definition.Agent.Body)
} else if definition.Source == AgentDefinitionSourceAgents {
description = firstMeaningfulParagraph(definition.Agent.Body)
}
}
return name, description
}
func firstNonEmptyLine(content string) string {
content = strings.ReplaceAll(content, "\r\n", "\n")
for _, line := range strings.Split(content, "\n") {
trimmed := strings.TrimSpace(line)
if trimmed != "" {
return trimmed
}
}
return ""
}
func firstMeaningfulParagraph(content string) string {
content = strings.ReplaceAll(content, "\r\n", "\n")
paragraphs := strings.Split(content, "\n\n")
for _, paragraph := range paragraphs {
lines := strings.Split(paragraph, "\n")
parts := make([]string, 0, len(lines))
inFence := false
for _, line := range lines {
trimmed := strings.TrimSpace(line)
if strings.HasPrefix(trimmed, "```") {
inFence = !inFence
continue
}
if inFence || trimmed == "" {
continue
}
if strings.HasPrefix(trimmed, "#") {
continue
}
if strings.HasPrefix(trimmed, "- ") || strings.HasPrefix(trimmed, "* ") {
trimmed = strings.TrimSpace(trimmed[2:])
}
parts = append(parts, trimmed)
}
if len(parts) == 0 {
continue
}
return strings.Join(parts, " ")
}
return ""
}
func (r *AgentRegistry) workspaceForAgentIDLocked(agentID string) string {
agent, ok := r.agents[routing.NormalizeAgentID(agentID)]
if !ok || agent == nil {
return ""
}
return agent.Workspace
}
func (r *AgentRegistry) defaultAgentIDLocked() string {
if _, ok := r.agents[routing.DefaultAgentID]; ok {
return routing.DefaultAgentID
}
if r.cfg != nil && len(r.cfg.Agents.List) > 0 {
for _, agentCfg := range r.cfg.Agents.List {
if !agentCfg.Default {
continue
}
id := routing.NormalizeAgentID(agentCfg.ID)
if _, ok := r.agents[id]; ok {
return id
}
}
id := routing.NormalizeAgentID(r.cfg.Agents.List[0].ID)
if _, ok := r.agents[id]; ok {
return id
}
}
for id := range r.agents {
return id
}
return ""
}
func cleanWorkspacePath(path string) string {
path = strings.TrimSpace(path)
if path == "" {
return ""
}
return filepath.Clean(path)
}
func formatAgentDiscoverySection(agents []AgentDescriptor) string {
if len(agents) == 0 {
return ""
}
payload := struct {
Agents []AgentDescriptor `json:"agents"`
}{
Agents: agents,
}
encoded, err := json.MarshalIndent(payload, "", " ")
if err != nil {
return ""
}
var header strings.Builder
header.WriteString("# Agent Discovery\n\n")
header.WriteString("This registry lists the peer agents this agent is permitted to spawn.\n")
header.WriteString(
"Choose a peer based on its description. Use only agent IDs listed here when calling spawn.\n\n",
)
header.WriteString("```json\n")
header.Write(encoded)
header.WriteString("\n```")
return header.String()
}

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