Audit or rewrite AGENTS.md so it holds only lasting principles. Run it only when the user asks for it by name; never invoke it on your own.
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Audit whether tests earn their maintenance cost and which suite owns each contract. Use when pruning redundant tests, investigating implementation coupling or test-only production hooks, reviewing the value of proposed coverage, or auditing an entire subsystem. Use write-tests to implement the resulting test changes.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Audit independent proof: what bug would escape if this test disappeared? The result is a map of contracts to their surviving tests, with evidence for what to keep, repair, combine, or remove. Fewer tests is not the objective; less maintenance for the same or better confidence is.
write-tests owns how to write and falsify a test. This skill owns whether that test adds proof and where that proof belongs. review owns closing out the resulting changes.
For each candidate, record its location and name, actual detectable failure, reason for existing, production consumers of any supporting hook, and decision:
Include the supporting source/history evidence, cleanup unlocked, risk, and validation command. Missing evidence stays an open question, not a deletion.
Use these as investigation prompts, not automatic removal rules:
Behavior includes compatibility and operational contracts: API and SDK shape, wire bytes, prompts, defaults, configuration, migrations, storage, security, platform behavior, generated cross-language agreement, package contents, release rules, and architectural boundaries. A static assertion can be their cheapest independent proof. Observable ordering also belongs here.
Ask whether the test survives an internal rename while detecting a broken external promise. Exact bytes may be essential to a protocol; exact private identifiers usually are not. Neither slowness nor resemblance to implementation is sufficient evidence for deletion. Do not add refactor-sensitive coverage when the real contract can be exercised directly.
An existing failure may be a product defect. Reproduce and investigate it; never remove a valid claim to make the audit green. Repair in-scope defects separately, with a failing control and passing fix on the same harness. Record unrelated defects as follow-ups and keep their coverage.
Scale the accounting before scaling the edits:
Hand off the contract map, decisions and reasons, production simplifications, valuable tests deliberately retained, preservation gaps and their resolution, and verification actually run. For broad sweeps, include before/after size for production, tests, and support separately, plus remaining batches and integration state. Size describes the outcome; it never sets the deletion target. Claim a complete subsystem audit only when the inventory has no unexamined entries.
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Audit or rewrite AGENTS.md so it holds only lasting principles. Run it only when the user asks for it by name; never invoke it on your own.
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Audit the choices an implementing agent made, not its diff — a pure decision audit that traces the session's history into a choices ledger, changes no code, and never blocks an unsupervised run. Working code still embeds architecture the user never chose; surface it because future work inherits it. Use when the user wants to review the decisions the AI made on their behalf, before merging or committing AI-implemented work, when integrating a delegated subagent's pass, or when a fix "works" but might be a point fix.
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Audit and prioritize performance work through bounded-work and forward-progress checks. Use when asked to find performance issues, investigate freezes/500s/OOMs, review retries or polling for no-progress loops, rank a performance backlog, or implement the next simple performance fixes.
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Run fast, progressive experiments to map tunable parameters and their effects. Use when optimizing code, prompts, configurations, or other artifacts against a goal or benchmark, or when a long research run needs a planned hypothesis queue, focused trials, and durable findings.
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Shoot software UI like a film. A sequence of hero shots, each a steep, oblique, extreme close-up of the interface floating in black, with a razor-thin focal plane, a slow motivated camera drift, and UI that acts on its own, hard-cut on the action, ending on one line of copy and a still logo. Use when asked for a launch video, product film, feature trailer, teaser, promo clip, hero shot, or any "cinematic" footage of an app or UI. This skill covers camera, framing, light, and edit. It is stack-agnostic.
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Use Claude Code as an independent `claude -p` subagent when the user explicitly asks for Claude, wants a second-agent opinion from Claude, or asks to delegate a well-scoped task to Claude. Supports selecting `--model` and thinking/effort level with defaults of the current `opus` alias and `high`.
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