Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
日本語の概要は準備中です。原文の説明を表示しています。
1,927 件 ・ 関連度順
概要と使いどころ
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
日本語の概要は準備中です。原文の説明を表示しています。
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
日本語の概要は準備中です。原文の説明を表示しています。
Configure, build and test dynamic-neural-field-composer. Use whenever you need to compile the library, run the GoogleTest suite, verify a change builds, or reproduce a test failure.
日本語の概要は準備中です。原文の説明を表示しています。
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
日本語の概要は準備中です。原文の説明を表示しています。
Use when writing Playwright tests, fixing flaky tests, debugging failures, implementing Page Object Model, configuring CI/CD, optimizing performance, mocking APIs, handling authentication or OAuth, testing accessibility (axe-core), file uploads/downloads, date/time mocking, WebSockets, geolocation, permissions, multi-tab/popup flows, mobile/responsive layouts, touch gestures, GraphQL, error handling, offline mode, multi-user collaboration, third-party services (payments, email verification), console error monitoring, global setup/teardown, test annotations (skip, fixme, slow), test tags (@smoke, @fast, @critical, filtering with --grep), project dependencies, security testing (XSS, CSRF, auth), performance budgets (Web Vitals, Lighthouse), iframes, component testing, canvas/WebGL, service workers/PWA, test coverage, i18n/localization, Electron apps, or browser extension testing. Covers E2E, component, API, visual, accessibility, security, Electron, and extension testing.
日本語の概要は準備中です。原文の説明を表示しています。
Audit code against NASA JPL's Power of Ten rules, extended for AI-assisted development. Use when checking code for dangerous complexity, unsafe control flow, resource leaks, hidden side effects, missing validation, weak CI gates, AI-generated artifacts, or missing failure-mode tests.
日本語の概要は準備中です。原文の説明を表示しています。
Specialized GitHub PR intelligence agent for automatically gathering comprehensive context from Pull Requests. Activate when users need CI failure analysis, review comment investigation, or PR status assessment. Triggers on requests like "CI 실패 원인 찾아줘", "gather review comments", "check PR status", "analyze PR".
日本語の概要は準備中です。原文の説明を表示しています。
Apply these opinionated C# conventions whenever writing or reviewing C# 12 / .NET 8+ code: nullable enabled with warnings as errors, records and primary constructors, pattern matching over cast chains, the Result pattern for expected failures, async all the way with CancellationToken, IOptions config, IHttpClientFactory, and never returning EF entities from an API.
日本語の概要は準備中です。原文の説明を表示しています。
Opinionated house conventions for NestJS backends — module boundaries and layering, provider wiring and injection scopes, guards/interceptors/pipes/filters, DTOs and validation, domain exceptions, config, and the Nest 11 / Express 5 behaviour that compiles cleanly and fails at runtime. Use whenever the code is NestJS (`@nestjs/*` in package.json, or `@Module`/`@Injectable`/`@Controller`/`@Cron` in the file), including when the question sounds like plain TypeScript, an OOP refactor, a code review, or an ops problem — the Nest-specific answer differs from the generic one. Typical asks: scaffolding a module, adding a controller, provider, or endpoint, wiring an enhancer, a boot-time DI or circular-import failure, a response leaking entity fields despite `@Exclude()`, a cron job firing on every replica, upgrading NestJS, or reviewing a Nest diff. Not for plain Express or Fastify, Angular, frontend, SQL, or CI.
日本語の概要は準備中です。原文の説明を表示しています。
Apply these opinionated JavaScript conventions whenever writing or reviewing JS or Node: ESM-first packaging, choosing between Promise combinators, error handling that doesn't swallow failures, AbortController for cancellation, keeping the event loop unblocked, and reaching for platform APIs before dependencies.
日本語の概要は準備中です。原文の説明を表示しています。
Two superpowers for AI agents: a collective brain and a Base ecosystem mentor. BRAIN: Before debugging/compiling/architecting, search for existing solutions. After solving, propose so no agent repeats your mistake. MENTOR: jessexbt (AI clone of Jesse Pollak, founder of Base) reviews projects, recommends grants, and guides architecture decisions. Consult him directly when building on Base/crypto/onchain/web3. Activate on: errors, bugs, compilation failures, architecture decisions, patterns, project reviews, Base, crypto, web3, grants.
日本語の概要は準備中です。原文の説明を表示しています。
Securely inject secrets from 1Password into agent workflows. Uses service accounts with op run/.env.tpl as the primary pattern, op read as fallback. Includes hardened security rules, input validation, and troubleshooting for auth/permission failures. Use when accessing API keys, credentials, or any 1Password secret.
日本語の概要は準備中です。原文の説明を表示しています。
Add or review dygo Logs, Activity, Audit Logs, health checks, diagnostics, metrics, traces, and operator-visible failure states. Use when runtime behavior must become inspectable or diagnosable.
日本語の概要は準備中です。原文の説明を表示しています。
Review failing CI checks on pull requests, diagnose root causes, and fix issues. Covers common failures: tests, linting, type checks, security scans, and builds.
日本語の概要は準備中です。原文の説明を表示しています。
Inspect failing GitHub Actions checks on PRs, fetch detailed logs, summarize failures, create a fix plan, and implement fixes after user approval. For external CI systems, report details only.
日本語の概要は準備中です。原文の説明を表示しています。
Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.
日本語の概要は準備中です。原文の説明を表示しています。
Assess and manage Azure service quotas and limits to prevent deployment and scaling failures. Use this skill when users ask about quota errors, capacity planning, regional availability, or resource limits.
日本語の概要は準備中です。原文の説明を表示しています。
Diagnose Azure application and infrastructure issues with a structured, evidence-based workflow. Use this skill when users ask to troubleshoot outages, latency, failures, configuration drift, or anomalies. Root cause analysis using logs, metrics, traces, and dependency mapping.
日本語の概要は準備中です。原文の説明を表示しています。
Run all IP-level testcases from tc_list.md through the bench Makefile, capture results, and write per-failure issue reports with no fix suggestions
日本語の概要は準備中です。原文の説明を表示しています。
Build and diagnose visionOS projects with Seiro MCP. Use inspect_xcode_schemes (if needed) -> validate_sandbox_policy -> build_visionos_app -> inspect_build_diagnostics (on failure) -> fetch_build_output (on success), and avoid direct xcodebuild or swiftc unless the user explicitly asks for shell-level execution or MCP cannot handle the task.
日本語の概要は準備中です。原文の説明を表示しています。
Diagnose agent operational failures through default-policy checks, multi-gap analysis, explicit service ownership, request-context lifetime, and degradation-versus-correctness checks.
日本語の概要は準備中です。原文の説明を表示しています。
Identify independent failures and spawn concurrent agents. Turns sequential N×time into 1×time.
日本語の概要は準備中です。原文の説明を表示しています。
**精度验收标准**:凡是"改动不应改变结果"的场合(等价替换、算子/子模块融合、并行切分、 编译与图下发、拷贝消减),都按本标准判"合格 / 不合格"——等价分层(L1 逐位 / L2 数值门 / L3 有损门)+ 三级验收序(① 同配置重跑逐位 → ② 跨配置数值门 + 产物 md5 不变 → ③ 质量门)+ 判据不达标时的排障入口。当用户说"这个算子能不能换个写法/换个 kernel/等价实现/ 无损替换""替换后结果会不会变""怎么证明逐位一致""结果不对""花屏""尾部塌了" "CPU 跑对 NPU 跑不对",或发现某个 hotspot 占了大头(例如某类算子在阶段里占 90% 以上)想动手时, 都应触发;即使用户只说"这样改有没有把结果改坏""能不能判它是无损的"也应触发。 覆盖:等价分层与判据、满足本标准的实现约定(per-shape 对拍写进实现,把索引/相位/顺序类重写 错误在首次调用抓住)、per-shape 条件性等价(同一改动在不同形状下结论可能不同)、 判据不达标 → `references/silent-failure-localization.md` 排障入口、否决案例的形态学 (换写法未换 kernel / 差异极小仍非逐位 / 等价但 OOM)、以及收益口径的归属(性能数字一律交 `perf-gate`)。 **近义分流**:选量化档 / 特性选档(要不要开量化、开哪一档)→ `dit-perf-opt`; 并行选型(USP / CP / TP 怎么切)→ `dit-parallel-opt`;本技能只判"结果是否被改变", 不负责选档与选型。
日本語の概要は準備中です。原文の説明を表示しています。
Drafts time-limited policy-limits demand letters that create an opportunity-to-settle record for third-party bad faith exposure. Use when the user mentions time-limited demand, policy limits demand, bad faith notice, Stowers demand, civil remedy notice, failure to settle demand, excess exposure letter, insurer settlement opportunity, or needs help with acceptance mechanics for a policy-limits offer. Also trigger for Georgia O.C.G.A. § 9-11-67.1 compliance, Florida statutory bad faith prerequisites, or documenting insurer refusal to settle.
日本語の概要は準備中です。原文の説明を表示しています。