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Run one prompt through headless Claude with scoped permissions and a time bound. Use when: scripting or automating a `claude -p` call, even a simple one.

中文简介正在准备中。当前显示原文说明。

Settle what domain terms mean per context, and which repository conventions or language standards (Go, Python) apply. Use when: names disagree or a rename is proposed.

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Drive one accepted change through implementation and checks to done, with one fresh review only where a mistake is costly. Use when: selected by name.

中文简介正在准备中。当前显示原文说明。

Operate a caller-selected Gas City 1.4 with upstream registry packs and native run-centered surfaces while keeping GC runtime state out of AgentOps verdicts. Triggers: "using gc", "gas city", "drive the mayor", "dispatch through gc".

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Freshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared consumer, and stop. Triggers: "validate", "independently validate", "vibe".

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Run a supplied task in headless AGY (Antigravity, Gemini) and collect its result. Use when: AGY, Antigravity or Gemini is requested by name; never a fallback.

中文简介正在准备中。当前显示原文说明。

Explain why a change, incident or session went as it did, separating proven causes from coincidence. Use when: a postmortem or retro is selected by name.

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Interview you one question at a time, each with a recommendation, to settle a big outcome before agents work alone. Use when: selected by name.

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Coordinate several workers: what idle agents do next, which finished work gets checked first, how to recover a dead one. Use when: managing multiple agents.

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Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning agents in parallel, even two; check scopes before any launch.

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Run one prompt through headless Codex and capture the result. Use when: wanting a one-shot `codex exec` run or CI step. Not for batches or retries.

中文简介正在准备中。当前显示原文说明。

Compare independent opinions from several models or contexts without inflating agreement. Use when: wanting a second opinion or debate, or summarizing several reviewers' results.

中文简介正在准备中。当前显示原文说明。

Draft or lint a bounded long-running goal prompt with a finish line and hard limits. Use when: selected by name; one change goes to Plan.

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Write or update READMEs, docs, repo instructions and handoff notes, checked against source. Use when: documenting something, writing a README or leaving a session handoff.

中文简介正在准备中。当前显示原文说明。

Brainstorm evidence-backed options for what to build, or stress-test an idea. Use when: deciding what to build next, comparing options or testing an idea.

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Change or repair code, config or services without weakening tests; report what ran and what did not. Use when: implementing a change or fixing a defect.

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Write, find or curate lessons and agent rules with stated evidence and limits. Use when: asked to remember something or write a rule into agent instructions.

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Shape a request into one end-to-end slice with observable behavior; review write scope and reversible decisions. Use when: planning, breaking down or scoping a change.

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Find how a rollout plan could fail before committing to it. Use when: asked what could go wrong or to poke holes in a plan.

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Restructure or clean up code with no behavior change, proved by before-and-after checks. Use when: asked to clean up, extract, dedupe or simplify, even one function.

中文简介正在准备中。当前显示原文说明。

Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or whether to enforce a pattern.

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Tear down a competitor's repo or product into a feature inventory and adoption choices. Use when: comparing us to another tool or asking what to steal.

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Give advisory feedback on a plan, design or code change. Use when: asked for an opinion or a look-over, even informally. Not for acceptance; use Validate.

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Create, repair, audit or consolidate agent skills (SKILL.md packages). Use when: writing or fixing a skill, its description or structure. Not for one-off lessons; use Memory.

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