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Analyze Codex provider rollout JSONL and ego-benchmark-harness run artifacts to identify slow or failed individual tasks, tool retries, token/cost anomalies, and differences in agent execution paths. Use when users ask to analyze a Codex session or rollout, explain why a Codex task was slow or failed, inspect a Codex provider execution trace, compare Codex runs, count function_call or tool output events, or investigate agent-home/.codex/sessions.

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。

Verify a tested web agent's real behavior from its recorded Pi or Codex session and selected screenshots before scoring. The judge prompt provides absolute artifact paths; use targeted queries to compare actual outputs, errors, and the final answer with the recorded behavior, then return only the verdict JSON. Only for ego-bench judging—never to drive a browser or rerun the agent.

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。

Signpost (not a knowledge pack) for the railway RAMS and signalling assurance standards: EN 50126-1:2017 and EN 50126-2:2017 (both with A1:2024) for the RAMS process, EN 50128:2011 (A1:2020, A2:2020) for software for railway control and protection systems, and EN 50129:2018 and EN 50129:2026 for safety-related electronic systems for signalling, plus the free CSM regulations and ORR guidance that cover the risk-process need. Contains no source content: each row carries only the designation, title, edition, owner, redistributability status, and an official URL. Use when you need to identify, cite, or locate one of these documents. No in-repo pack covers these standards.

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。

Signpost (not a knowledge pack) for maritime safety and class rules: SOLAS Consolidated Edition 2024 (IH110E) as the paywalled statutory core, ISM Code & Guidelines 2018 (ID117E), ISPS Code 2003 (K116E) and the 2021 guide (IB116E), and COLREGS 2026 (IC904E), with designation, edition, owner, status, and official URL only. Contains no source content. Free-path layers are US flag implementation (eCFR Title 46 and USCG circulars), the USCG Navigation Rules PDF, UK MCA notices under Open Government Licence v3.0, and class portals (DNV, ABS, Bureau Veritas). None of those layers is the IMO consolidated text. No in-repo pack covers these instruments.

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。

Write the document of a research run — plan the question and the outline with rs_plan, write prose and declare its claims together with rs_write, choose the claim strength the evidence actually holds, follow the section structure the run's kind maps to, read the draft back, and build a watermarked draft before the gated clean build. Use when a run's document has to be written, a section drafted, a claim bound to a source, or a build attempted.

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。

Kontokonzept für den budgetierten Einsatz teurer oder knapper Modelle (Advisor, Reviewer, Spezialmodelle, Dauer-Worker) in längeren Agentenläufen. Beginnt mit einer gemeinsamen Aushandlung zwischen Nutzer und Modell über verfügbare Modelle, Rollen und Kontingente je Zeitfenster, führt ein Konto über jeden Einsatz, setzt vor jeder Eskalation ein Puzzleteil-Vorverfahren und erlaubt Anpassungen mitten im Lauf. Verwenden bei "Budget", "Kontingent", "Konto führen", "nur einmal pro Stunde", "Reviewer sparsam einsetzen", "Fable/Codex/Sol/Astra/Luna/Advisor nur begrenzt", "/budgetierung", und immer dann, wenn ein Operator-, Forschungs- oder Automationslauf mehrere Modelle mit unterschiedlichen Kosten kombinieren soll — auch wenn der Nutzer das Wort Budget nicht nennt, aber Einsatzgrenzen für Modelle vorgibt.

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 for AI SDK for Python basics. Configure a model, make messages, stream, declare tools, build a basic agent.

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。

Refactor code by renaming variables, methods, classes, and concepts for clearer intent. Use when asked to improve names, clarify naming, perform a naming pass, or run `/refactor:names`.

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。

Set up and manage a UI redesign experiment with three git worktree branches for modern minimal, bold creative, and classic refined design directions. Use when asked to run a UI redesign experiment, compare design approaches, or prototype multiple visual directions in parallel branches.

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。

Heuristic-first software surgery for proof-backed, minimal-diff implementation: Contract to Invariants to Cut Rationale to inevitable incision to Proof. Use when users say "run /tw-tk", "patch-first", "keep the diff small", "state contract + invariants", "one clear incision", "fix it with a validation signal", or orchestration cues like "workers use /tw-tk" / "internally use /tw-tk".

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。

Compress review pressure into the right next action instead of more code by default. Classify findings, reject non-liabilities, and choose proof-only vs minimal-fix vs refactor-kernel, preventing one-patch-per-comment churn. Use after a code review — PR comments, reviewer suggestions, or audit findings — and especially when you are about to reflexively patch every comment.

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。

Conduct a Marty-Cagan-style opportunity assessment interview and produce a ~2-page Opportunity Brief in Confluence. Covers business objective, customer, problem, success metric, current alternatives, assumptions/risks, and what we don't know yet. Triggers on "opportunity brief", "opportunity assessment", "discovery brief", "who is this for", "why are we building this", "validate this idea", "product discovery", or any request to frame a feature before implementation. One question at a time. Records accepted research gaps as structured Confluence Decision pages with bidirectional links.

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。

Mitigate incidental code complexity when control flow is tangled, nesting is deep, names are hard to parse, or reasoning requires cross-file hops. Use when a review stalls on readability, you need an analysis-first refactor plan before edits, or you want essential-vs-incidental verdicts, ranked simplification steps, a small structural sketch, and a TRACE assessment (analysis-only; no edits).

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+fix protocol with optional pre-core git diff review and safety guardrails (unsoundness, invariants, footguns, incidental complexity). Use when prompts say "/tw-fix this PR", "fix current branch", "fix this diff", "repair CI red", or "apply a minimal patch", and when crash/corruption/invariant-break issues need correction with a validation signal. Stop only after self-review exhausts actionable changes, each full cycle reaches post-self-review rerun plus terminal diff-review closure, and two consecutive zero-edit full cycles are clean.

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。

Capture and compare Clawix UI performance budgets for critical flows before optimizing visible or runtime UI behavior.

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 a reference (web URL, image, PDF, screenshot) and propose a candidate Style for the workspace. Use when the user says "save this style", "guarda este estilo", or shares a reference and wants to reapply it later.

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。

Load when a task asks to research, verify, compare, or look up framework/package behavior, release notes, standards, RFCs, CVEs, or unfamiliar APIs; use repository evidence first, then official docs, and not for codebase navigation alone.

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。

Load when EF Core reads are slow, emit N+1 or excessive SQL, over-fetch, track too many entities, cause high DB load, or need projection/split-query/compiled-query analysis; not for general migrations, DbContext setup, or repository conventions.

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。

Load when evaluating an Islamic software feature, provider policy, AI behavior, moderation, monetization, privacy, defaults, ranking, self-hosting, or deployment model for provider responsibility and Islamic value-sensitive design; not for generic fiqh rulings or ordinary technical implementation.

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。

Archive, export, and notarize macOS apps using xcodebuild and asc. Use when you need to prepare a macOS app for distribution outside the App Store with Developer ID signing and Apple notarization.

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。

Validate App Store submission readiness, submit prepared versions, and monitor review status with current asc commands. Use when shipping or troubleshooting review submissions.

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。

Advisory checkpoint for deciding whether planning-document edits should be split into a separate planning branch/PR. Use only when the user explicitly asks where to commit `memory/SPEC.md` or `memory/PLAN.md` changes, mentions planning-doc merge conflicts, asks for a planning PR, or instructs you to prepare/submit one. Do not trigger for ordinary ln-* planning edits, one-line status updates, or routine canonical reconciliation.

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。

Throwaway design probe for logic, state models, UI variations, and affordances before production work. Use when the user wants to prototype, sanity-check a model, make something playable, compare UI directions, or explore a design before ln-spec/ln-plan/ln-scope.

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。

Full type inference philosophy (never cast, never annotate inferred values), Register module declaration, from narrowing on hooks and Link, strict:false for shared components, getRouteApi for code-split typed access, addChildren with object syntax for TS perf, LinkProps and ValidateLinkOptions type utilities, as const satisfies pattern.

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。