惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

H
Help Net Security
V
V2EX
月光博客
月光博客
博客园 - 【当耐特】
WordPress大学
WordPress大学
小众软件
小众软件
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
MyScale Blog
MyScale Blog
大猫的无限游戏
大猫的无限游戏
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
量子位
Vercel News
Vercel News
F
Fortinet All Blogs
J
Java Code Geeks
N
Netflix TechBlog - Medium
S
SegmentFault 最新的问题
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
L
LangChain Blog
Microsoft Azure Blog
Microsoft Azure Blog
人人都是产品经理
人人都是产品经理
I
InfoQ
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Recorded Future
Recorded Future
D
DataBreaches.Net
阮一峰的网络日志
阮一峰的网络日志
T
The Blog of Author Tim Ferriss
博客园 - 聂微东
美团技术团队
有赞技术团队
有赞技术团队
云风的 BLOG
云风的 BLOG
V
Visual Studio Blog
G
Google Developers Blog
MongoDB | Blog
MongoDB | Blog
宝玉的分享
宝玉的分享
酷 壳 – CoolShell
酷 壳 – CoolShell
博客园_首页
爱范儿
爱范儿
Recent Announcements
Recent Announcements
Apple Machine Learning Research
Apple Machine Learning Research
C
Check Point Blog
Last Week in AI
Last Week in AI
Hugging Face - Blog
Hugging Face - Blog
罗磊的独立博客
T
Tailwind CSS Blog
A
About on SuperTechFans
IT之家
IT之家
博客园 - 司徒正美
Jina AI
Jina AI
U
Unit 42
腾讯CDC

Recent Commits to openclaw:main

test: merge chat side-result checks · openclaw/openclaw@ddd2c2a test: merge cron history checks · openclaw/openclaw@f7eb746 test: merge responsive navigation shell checks · openclaw/openclaw@c2e4b47 docs(changelog): add codex oauth fixes · openclaw/openclaw@628e6cd test: merge navigation routing cases · openclaw/openclaw@5d8cecb Tests: mock channel registry bundled fallback · openclaw/openclaw@2b08233 Secrets: avoid broad web search discovery for single plugin config · openclaw/openclaw@a464f59 test: merge config view browser checks · openclaw/openclaw@20cf511 fix(status): align oauth health with runtime · openclaw/openclaw@eed7116 feat: add macOS screen snapshots for monitor preview (#67954) thanks … · openclaw/openclaw@f377db1 fix: report shared auth scopes in hello-ok (#67810) thanks @BunsDev · openclaw/openclaw@0b6c39b Auto-reply: avoid eager bundled route fallback · openclaw/openclaw@3ea1bf4 Tests: narrow session binding contract setup · openclaw/openclaw@54e4e16 fix(macOS): enable undo/redo in webchat composer text input (#34962) · openclaw/openclaw@00951dc Tests: speed up channel setup promotion · openclaw/openclaw@82b529a Docs: refresh agent instructions · openclaw/openclaw@5775fe2 fix(auth): serialize OAuth refresh across agents to fix #26322 (#67876) · openclaw/openclaw@8e79080 test: allow ollama public surface boundary test · openclaw/openclaw@7d4f1a6 Docs: add test performance guardrails · openclaw/openclaw@89706d3 Tests: restore context-engine usage proof · openclaw/openclaw@e4c4f95 Tests: slim context engine runtime coverage · openclaw/openclaw@74c198f ci: retry failed custom checkouts · openclaw/openclaw@0ee5baf test: trim duplicate provider auth onboarding cases · openclaw/openclaw@1ffc02e matrix: fix sessions_spawn --thread subagent session spawning (#67643) · openclaw/openclaw@1ce2596 test: reduce auth choice fixture churn · openclaw/openclaw@857b9cd test: mock health status config boundaries · openclaw/openclaw@9d5ab4a test: mock onboard config io boundary · openclaw/openclaw@299694d test: mock legacy state plugin boundaries · openclaw/openclaw@2713089 test: mock channel install boundaries · openclaw/openclaw@b945248 test: mock doctor preview channel boundaries · openclaw/openclaw@b1a3ad4 test: trim doctor command hotspots · openclaw/openclaw@c66f16a test: isolate agent auth and spawn hotspots · openclaw/openclaw@9285935 test: stabilize MCP startup disposal race · openclaw/openclaw@dd9d2eb test: merge browser contract server suites · openclaw/openclaw@5817a76 test: narrow ollama provider discovery setup · openclaw/openclaw@a0d9598 build: declare qa-lab aimock runtime dependency · openclaw/openclaw@24431e5 test: speed up safe-bins exec harness · openclaw/openclaw@ee856ab test: preserve tool helpers in embedded runner mocks · openclaw/openclaw@acd86a0 refactor: move memory embeddings into provider plugins · openclaw/openclaw@77e6e4c test: reuse system-run temp fixtures · openclaw/openclaw@7e9ff0f test: trim hotspot wait overhead · openclaw/openclaw@12a59b0 Check: avoid duplicate boundary prep · openclaw/openclaw@baf11b8 test: reduce hotspot fixture overhead · openclaw/openclaw@3a59edd feat(ui): overhaul settings and slash command UX (#67819) thanks @Bun… · openclaw/openclaw@2cfb660 QA Matrix: exit cleanly on failure · openclaw/openclaw@42805d2 QA Matrix: isolate scenario coverage · openclaw/openclaw@7e659e1 Matrix: refresh crypto bootstrap state · openclaw/openclaw@94081d8 QA Lab: add provider registry · openclaw/openclaw@bb7e982 Matrix: add plugin changelog · openclaw/openclaw@4acab55 test: trim more hotspot overhead · openclaw/openclaw@f485311 test: trim remaining hotspot tests · openclaw/openclaw@6ba8626 test: narrow hotspot mocks · openclaw/openclaw@dbc8179 test: isolate gemini embedding request helpers · openclaw/openclaw@cd330f5 test: trim memory and mcp hotspots · openclaw/openclaw@fd48dfa test: slim provider registry mocks · openclaw/openclaw@2e08c77 test: harden Parallels update smoke · openclaw/openclaw@1a98090 feat: default Anthropic to Opus 4.7 · openclaw/openclaw@628b454 fix: harden node-host shell payload mutability checks · openclaw/openclaw@75c551e fix: land node-host approval binding for native binaries (#66731) (th… · openclaw/openclaw@29919bb CI: add daily schedule to CodeQL workflow (#67645) · openclaw/openclaw@69d25f5 fix(gateway): capture config hash after plugin auto-enable to prevent… · openclaw/openclaw@8c11210 fix: repair sanitized replay tool results before send (#67620) (thank… fix: restrict HTML timeout short-circuit to transient statuses fix: keep TUI watchdog bound to active run (#67401) (thanks @xantorres) · openclaw/openclaw@3525273 Gateway/skills: dedupe skills prefix-match + drop dead fallback on log Extensions/lmstudio: back off inference preload after consecutive fai… TUI/streaming: add watchdog that resets the activity indicator after … Agents/tool-loop: enable unknown-tool stream guard by default · openclaw/openclaw@36ed367 Gateway/skills: invalidate session skills snapshot on config write fix: classify HTML provider error pages correctly (#67642) (thanks @s… fix(skills): remove unused model-usage import (#67641) · openclaw/openclaw@55f05df docs(changelog): credit codex fix superseded PRs · openclaw/openclaw@e485f24 fix(openai-codex): normalize stale transport metadata in resolution a… · openclaw/openclaw@90801ba CI: pin Docker-related GitHub Actions (#67632) · openclaw/openclaw@f697b01 Android: modernize WebView and discovery API usage (#67627) · openclaw/openclaw@44a6e50 fix(deps): bump hono to 4.12.14 and @hono/node-server to 1.19.14 (GHS… fix(deps): bump dompurify to 3.4.0 (#67614) · openclaw/openclaw@2c2dc00 CI: add explicit permissions to all workflow jobs (fixes code-scannin… · openclaw/openclaw@01b7516 fix: register bundled TTS providers and route overrides correctly (#6… fix: align host tilde paths with OS home (#62804) (thanks @stainlu) fix: flush creds queue before reconnect socket open (#67464) (thanks … · openclaw/openclaw@405c63f fix: strip standalone <function> tool call tags from visible text (#6… · openclaw/openclaw@78df859 fix(agents): preserve cli session metadata before transcript persist … · openclaw/openclaw@898fd04 docs(changelog): move cli transcript entry · openclaw/openclaw@c1817c6 fix(agents): normalize cli transcript api field · openclaw/openclaw@3a3fae0 docs(changelog): note cli transcript persistence · openclaw/openclaw@6c343f1 fix(agents): persist cli transcript turns · openclaw/openclaw@b8ef507 fix(msteams): harden security-sensitive flows (#65841) · openclaw/openclaw@c56b56e [Dashboard] Fix exec approval modal overflow for long command content… · openclaw/openclaw@053c5b0 Docs: remove QA changelog entry · openclaw/openclaw@7fd5771 QA: fix private runtime source loading (#67428) · openclaw/openclaw@d5933af docs(gateway): correct protocol.md schema path, hello-ok example, aut… · openclaw/openclaw@489404d CI: pin Node 22 runners to 22.18.0 · openclaw/openclaw@4ffa621 models.authStatus: normalize provider ids + tighten env-backed escape… · openclaw/openclaw@f2fdb9d Update CHANGELOG.md · openclaw/openclaw@7694a92 test(parallels): clean up npm update guard jobs · openclaw/openclaw@045ea7b Plugins: prefer scanDir override paths · openclaw/openclaw@b2974da fix(dreaming): default storage.mode to "separate" so phase blocks sto… · openclaw/openclaw@8c392f0 fix(memory-core): skip dreaming transcript ingestion via session stor… · openclaw/openclaw@a1b01f0 fix: dedupe replayed exec.finished node events (#67281) · openclaw/openclaw@5dcf526
feat: add tool search directory mode · openclaw/openclaw@965fa05
fuller-stack · 2026-06-14 · via Recent Commits to openclaw:main

@@ -16,9 +16,9 @@ search or dynamic-tools surface. Codex-native code mode, tool search, deferred

1616

dynamic tools, and nested tool calls are stable Codex harness surfaces and do

1717

not depend on `tools.toolSearch`.

181819-

When enabled for OpenClaw runs, the model receives one `tool_search_code` tool by default.

20-

That tool runs a short JavaScript body in an isolated Node subprocess with an

21-

`openclaw.tools` bridge:

19+

When enabled for OpenClaw runs, the model receives one `tool_search_code` tool

20+

by default. That tool runs a short JavaScript body in an isolated Node

21+

subprocess with an `openclaw.tools` bridge:

22222323

```js

2424

const hits = await openclaw.tools.search("create a GitHub issue");

4949

3. List eligible MCP tools through the session MCP runtime.

5050

4. Add eligible client tools supplied for the current run.

5151

5. Index compact descriptors for search.

52-

6. Expose either the OpenClaw code bridge or the structured fallback tools to the

53-

model.

52+

6. Expose the OpenClaw code bridge, the structured fallback tools, or the

53+

compact directory surface to the model.

54545555

At execution time every real tool call returns to OpenClaw. The isolated Node

5656

runtime does not hold plugin implementations, MCP client objects, or secrets.

@@ -59,18 +59,26 @@ normal policy, approval, hook, logging, and result handling still apply.

59596060

## Modes

616162-

`tools.toolSearch` has two model-facing modes:

62+

`tools.toolSearch` has three model-facing modes:

63636464

- `code`: exposes `tool_search_code`, the default compact JavaScript bridge.

6565

- `tools`: exposes `tool_search`, `tool_describe`, and `tool_call` as plain

6666

structured tools for providers that should not receive code.

67-68-

Both modes use the same catalog and execution path. The only difference is the

69-

shape the model sees. If the current runtime cannot launch the isolated Node

70-

code-mode child process, the default `code` mode falls back to `tools` before

71-

catalog compaction.

72-73-

Both modes are experimental. Prefer direct tool exposure for small OpenClaw tool

67+

- `directory`: exposes `tool_search`, `tool_describe`, and `tool_call` plus a

68+

bounded prompt directory of available tool names and descriptions for

69+

providers that should see tool names without every full schema. OpenClaw can

70+

also expose a small bounded set of likely or required tool schemas directly

71+

for the current turn.

72+73+

All modes use the same policy-filtered catalog and normal OpenClaw execution

74+

path. If the current runtime cannot launch the isolated Node code-mode child

75+

process, the default `code` mode falls back to `tools` before catalog

76+

compaction. In `directory` mode, client-provided tools stay directly visible

77+

for the current run while OpenClaw tools, plugin tools, and MCP tools can be

78+

compacted behind the directory catalog. A direct call to an exact hidden

79+

directory name is hydrated from that same authorized catalog before execution.

80+81+

All modes are experimental. Prefer direct tool exposure for small OpenClaw tool

7482

catalogs, and prefer the Codex-native stable surfaces for Codex harness runs.

75837684

There is no separate source-selection config. When Tool Search is enabled, the

@@ -90,7 +98,10 @@ Tool Search changes the shape:

9098

contract

9199

- Tool Search tools mode: the model sees three compact structured fallback

92100

tools

93-

- during the turn: the model loads only the tool schemas it actually needs

101+

- Tool Search directory mode: the model sees a bounded directory plus

102+

search/describe/call controls and a small bounded set of likely or required

103+

schemas

104+

- during the turn: the model can load remaining schemas as needed

9410595106

Direct tool exposure is still the right default for small catalogs. Tool Search

96107

is best when one run can see many tools, especially from MCP servers or

@@ -132,6 +143,20 @@ The structured fallback mode exposes the same operations as tools:

132143

- `tool_describe`

133144

- `tool_call`

134145146+

Directory mode exposes:

147+148+

- `tool_search`

149+

- `tool_describe`

150+

- `tool_call`

151+152+

It also keeps client-provided tools directly visible and may expose a small

153+

bounded set of likely or required catalog tool schemas directly for the current

154+

turn. If the bounded directory omits entries, use `tool_search` to find them. If

155+

the model requests an exact hidden directory tool name directly, OpenClaw

156+

hydrates it from the authorized catalog before normal execution.

157+

Directory-mode client tool names must not collide with OpenClaw, plugin, or MCP

158+

tool names because exact deferred dispatch uses those names.

159+135160

## Runtime boundary

136161137162

The code bridge runs in a short-lived Node subprocess. The subprocess starts

@@ -186,6 +211,18 @@ Use the structured fallback tools instead for OpenClaw runs:

186211

}

187212

```

188213214+

Use the compact directory surface instead for OpenClaw runs:

215+216+

```json5

217+

{

218+

tools: {

219+

toolSearch: {

220+

mode: "directory",

221+

},

222+

},

223+

}

224+

```

225+189226

Tune code-mode timeout and search result limits:

190227191228

```json5