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

V
Visual Studio Blog
爱范儿
爱范儿
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
雷峰网
雷峰网
V
V2EX
博客园_首页
Engineering at Meta
Engineering at Meta
博客园 - 聂微东
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Apple Machine Learning Research
Apple Machine Learning Research
GbyAI
GbyAI
H
Help Net Security
A
About on SuperTechFans
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
Blog — PlanetScale
Blog — PlanetScale
W
WeLiveSecurity
云风的 BLOG
云风的 BLOG
D
Docker
Security Archives - TechRepublic
Security Archives - TechRepublic
Help Net Security
Help Net Security
N
News and Events Feed by Topic
Simon Willison's Weblog
Simon Willison's Weblog
G
Google Developers Blog
A
Arctic Wolf
T
The Blog of Author Tim Ferriss
博客园 - 叶小钗
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Google DeepMind News
Google DeepMind News
博客园 - 三生石上(FineUI控件)
aimingoo的专栏
aimingoo的专栏
Hacker News: Ask HN
Hacker News: Ask HN
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
博客园 - 司徒正美
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
P
Privacy International News Feed
T
Troy Hunt's Blog
T
Tenable Blog
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
Recent Commits to openclaw:main
Recent Commits to openclaw:main
Recorded Future
Recorded Future
F
Fortinet All Blogs
D
DataBreaches.Net
B
Blog
T
Threat Research - Cisco Blogs
MyScale Blog
MyScale Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
The GitHub Blog
The GitHub Blog
Security Latest
Security Latest
M
MIT News - Artificial intelligence

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… · openclaw/openclaw@c3c7a99 fix: restrict HTML timeout short-circuit to transient statuses · openclaw/openclaw@de129a6 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 · openclaw/openclaw@d7f489f Extensions/lmstudio: back off inference preload after consecutive fai… · openclaw/openclaw@b555214 TUI/streaming: add watchdog that resets the activity indicator after … · openclaw/openclaw@f44ab20 Agents/tool-loop: enable unknown-tool stream guard by default · openclaw/openclaw@36ed367 Gateway/skills: invalidate session skills snapshot on config write · openclaw/openclaw@b23d59a fix: classify HTML provider error pages correctly (#67642) (thanks @s… · openclaw/openclaw@e588e90 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… · openclaw/openclaw@fbccc18 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… · openclaw/openclaw@6ea3cdd fix: align host tilde paths with OS home (#62804) (thanks @stainlu) · openclaw/openclaw@ecfaf64 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
fix(context): persist Codex run context maps · openclaw/openclaw@ac5588c
obviyus · 2026-05-11 · via Recent Commits to openclaw:main

@@ -95,6 +95,7 @@ import {

9595

type CodexUserInput,

9696

isJsonObject,

9797

type CodexServerNotification,

98+

type CodexDynamicToolSpec,

9899

type CodexDynamicToolCallParams,

99100

type CodexDynamicToolCallResponse,

100101

type CodexTurnStartResponse,

@@ -158,6 +159,11 @@ type OpenClawCodingToolsOptions = NonNullable<

158159

>;

159160

type OpenClawCodingToolsFactory =

160161

(typeof import("openclaw/plugin-sdk/agent-harness"))["createOpenClawCodingTools"];

162+

type CodexBootstrapContext = Awaited<ReturnType<typeof resolveBootstrapContextForRun>>;

163+

type CodexBootstrapFile = CodexBootstrapContext["bootstrapFiles"][number];

164+

type CodexSystemPromptReport = NonNullable<EmbeddedRunAttemptResult["systemPromptReport"]>;

165+

type CodexToolReportEntry = CodexSystemPromptReport["tools"]["entries"][number];

166+

type CodexWorkspaceBootstrapContext = CodexBootstrapContext & { instructions?: string };

161167162168

const testClientFactoryStorage = new AsyncLocalStorage<CodexAppServerClientFactory | undefined>();

163169

const clientFactory = defaultCodexAppServerClientFactory;

@@ -571,13 +577,14 @@ export async function runCodexAppServerAttempt(

571577

// Build the workspace bootstrap block before finalizing developer

572578

// instructions so persona files (SOUL.md, IDENTITY.md, ...) reach Codex

573579

// through the explicit `developerInstructions` field.

574-

const workspaceBootstrapInstructions = await buildCodexWorkspaceBootstrapInstructions({

580+

const workspaceBootstrapContext = await buildCodexWorkspaceBootstrapContext({

575581

params,

576582

resolvedWorkspace,

577583

effectiveWorkspace,

578584

sessionKey: sandboxSessionKey,

579585

sessionAgentId,

580586

});

587+

const workspaceBootstrapInstructions = workspaceBootstrapContext.instructions;

581588

let promptText = params.prompt;

582589

let developerInstructions = joinPresentSections(

583590

baseDeveloperInstructions,

@@ -639,6 +646,14 @@ export async function runCodexAppServerAttempt(

639646

messages: historyMessages,

640647

ctx: hookContext,

641648

});

649+

const systemPromptReport = buildCodexSystemPromptReport({

650+

attempt: params,

651+

sessionKey: sandboxSessionKey,

652+

workspaceDir: effectiveWorkspace,

653+

developerInstructions: promptBuild.developerInstructions,

654+

workspaceBootstrapContext,

655+

tools: toolBridge.specs,

656+

});

642657

const trajectoryRecorder = createCodexTrajectoryRecorder({

643658

attempt: params,

644659

cwd: effectiveWorkspace,

@@ -1528,6 +1543,7 @@ export async function runCodexAppServerAttempt(

15281543

aborted: finalAborted,

15291544

promptError: finalPromptError,

15301545

promptErrorSource: finalPromptErrorSource,

1546+

systemPromptReport,

15311547

};

15321548

} finally {

15331549

emitLifecycleTerminal({

@@ -2195,15 +2211,15 @@ async function readMirroredSessionHistoryMessages(

21952211

return messages;

21962212

}

219722132198-

async function buildCodexWorkspaceBootstrapInstructions(params: {

2214+

async function buildCodexWorkspaceBootstrapContext(params: {

21992215

params: EmbeddedRunAttemptParams;

22002216

resolvedWorkspace: string;

22012217

effectiveWorkspace: string;

22022218

sessionKey: string;

22032219

sessionAgentId: string;

2204-

}): Promise<string | undefined> {

2220+

}): Promise<CodexWorkspaceBootstrapContext> {

22052221

try {

2206-

const { contextFiles } = await resolveBootstrapContextForRun({

2222+

const bootstrapContext = await resolveBootstrapContextForRun({

22072223

workspaceDir: params.resolvedWorkspace,

22082224

config: params.params.config,

22092225

sessionKey: params.sessionKey,

@@ -2213,19 +2229,156 @@ async function buildCodexWorkspaceBootstrapInstructions(params: {

22132229

contextMode: params.params.bootstrapContextMode,

22142230

runKind: params.params.bootstrapContextRunKind,

22152231

});

2216-

return renderCodexWorkspaceBootstrapInstructions(

2217-

contextFiles.map((file) =>

2218-

remapCodexContextFilePath({

2219-

file,

2220-

sourceWorkspaceDir: params.resolvedWorkspace,

2221-

targetWorkspaceDir: params.effectiveWorkspace,

2222-

}),

2223-

),

2232+

const contextFiles = bootstrapContext.contextFiles.map((file) =>

2233+

remapCodexContextFilePath({

2234+

file,

2235+

sourceWorkspaceDir: params.resolvedWorkspace,

2236+

targetWorkspaceDir: params.effectiveWorkspace,

2237+

}),

22242238

);

2239+

return {

2240+

...bootstrapContext,

2241+

contextFiles,

2242+

instructions: renderCodexWorkspaceBootstrapInstructions(contextFiles),

2243+

};

22252244

} catch (error) {

22262245

embeddedAgentLog.warn("failed to load codex workspace bootstrap instructions", { error });

2227-

return undefined;

2246+

return { bootstrapFiles: [], contextFiles: [] };

2247+

}

2248+

}

2249+2250+

function buildCodexSystemPromptReport(params: {

2251+

attempt: EmbeddedRunAttemptParams;

2252+

sessionKey: string;

2253+

workspaceDir: string;

2254+

developerInstructions: string;

2255+

workspaceBootstrapContext: CodexWorkspaceBootstrapContext;

2256+

tools: CodexDynamicToolSpec[];

2257+

}): CodexSystemPromptReport {

2258+

const toolEntries = params.tools.map(buildCodexToolReportEntry);

2259+

const schemaChars = toolEntries.reduce((sum, tool) => sum + tool.schemaChars, 0);

2260+

const projectContextChars = params.workspaceBootstrapContext.instructions?.length ?? 0;

2261+

const bootstrapMaxChars = readPositiveNumber(

2262+

params.attempt.config?.agents?.defaults?.bootstrapMaxChars,

2263+

);

2264+

const bootstrapTotalMaxChars = readPositiveNumber(

2265+

params.attempt.config?.agents?.defaults?.bootstrapTotalMaxChars,

2266+

);

2267+

return {

2268+

source: "run",

2269+

generatedAt: Date.now(),

2270+

sessionId: params.attempt.sessionId,

2271+

sessionKey: params.sessionKey,

2272+

provider: params.attempt.provider,

2273+

model: params.attempt.modelId,

2274+

workspaceDir: params.workspaceDir,

2275+

...(bootstrapMaxChars ? { bootstrapMaxChars } : {}),

2276+

...(bootstrapTotalMaxChars ? { bootstrapTotalMaxChars } : {}),

2277+

systemPrompt: {

2278+

chars: params.developerInstructions.length,

2279+

projectContextChars,

2280+

nonProjectContextChars: Math.max(

2281+

0,

2282+

params.developerInstructions.length - projectContextChars,

2283+

),

2284+

},

2285+

injectedWorkspaceFiles: buildCodexBootstrapInjectionStats({

2286+

bootstrapFiles: params.workspaceBootstrapContext.bootstrapFiles,

2287+

injectedFiles: params.workspaceBootstrapContext.contextFiles,

2288+

}),

2289+

skills: {

2290+

promptChars: 0,

2291+

entries: [],

2292+

},

2293+

tools: {

2294+

listChars: 0,

2295+

schemaChars,

2296+

entries: toolEntries,

2297+

},

2298+

};

2299+

}

2300+2301+

function buildCodexToolReportEntry(tool: CodexDynamicToolSpec): CodexToolReportEntry {

2302+

const summary = tool.description.trim();

2303+

if (tool.deferLoading === true) {

2304+

return {

2305+

name: tool.name,

2306+

summaryChars: summary.length,

2307+

schemaChars: 0,

2308+

propertiesCount: null,

2309+

};

2310+

}

2311+

return {

2312+

name: tool.name,

2313+

summaryChars: summary.length,

2314+

...buildCodexToolSchemaStats(tool.inputSchema),

2315+

};

2316+

}

2317+2318+

function buildCodexToolSchemaStats(

2319+

schema: JsonValue,

2320+

): Pick<CodexToolReportEntry, "schemaChars" | "propertiesCount"> {

2321+

const schemaChars = (() => {

2322+

try {

2323+

return JSON.stringify(schema).length;

2324+

} catch {

2325+

return 0;

2326+

}

2327+

})();

2328+

const properties =

2329+

isJsonObject(schema) && isJsonObject(schema.properties) ? schema.properties : null;

2330+

return {

2331+

schemaChars,

2332+

propertiesCount: properties ? Object.keys(properties).length : null,

2333+

};

2334+

}

2335+2336+

function buildCodexBootstrapInjectionStats(params: {

2337+

bootstrapFiles: CodexBootstrapFile[];

2338+

injectedFiles: EmbeddedContextFile[];

2339+

}): CodexSystemPromptReport["injectedWorkspaceFiles"] {

2340+

const injectedByPath = new Map<string, string>();

2341+

const injectedByBaseName = new Map<string, string>();

2342+

for (const file of params.injectedFiles) {

2343+

const pathValue = readNonEmptyString(file.path);

2344+

if (!pathValue) {

2345+

continue;

2346+

}

2347+

if (!injectedByPath.has(pathValue)) {

2348+

injectedByPath.set(pathValue, file.content);

2349+

}

2350+

const baseName = path.posix.basename(pathValue.replaceAll("\\", "/"));

2351+

if (!injectedByBaseName.has(baseName)) {

2352+

injectedByBaseName.set(baseName, file.content);

2353+

}

22282354

}

2355+

return params.bootstrapFiles.map((file) => {

2356+

const pathValue = readNonEmptyString(file.path) ?? file.name;

2357+

const rawChars = file.missing ? 0 : (file.content ?? "").trimEnd().length;

2358+

const injected =

2359+

injectedByPath.get(pathValue) ??

2360+

injectedByPath.get(file.name) ??

2361+

injectedByBaseName.get(file.name);

2362+

const injectedChars = injected?.length ?? 0;

2363+

return {

2364+

name: file.name,

2365+

path: pathValue,

2366+

missing: file.missing,

2367+

rawChars,

2368+

injectedChars,

2369+

truncated: !file.missing && injectedChars < rawChars,

2370+

};

2371+

});

2372+

}

2373+2374+

function readPositiveNumber(value: unknown): number | undefined {

2375+

return typeof value === "number" && Number.isFinite(value) && value > 0

2376+

? Math.floor(value)

2377+

: undefined;

2378+

}

2379+2380+

function readNonEmptyString(value: unknown): string | undefined {

2381+

return typeof value === "string" && value.trim().length > 0 ? value : undefined;

22292382

}

2230238322312384

function renderCodexWorkspaceBootstrapInstructions(