Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Creates a structured bug report from a description, or analyzes code to identify potential bugs. Ensures every bug report has full reproduction steps, severity assessment, and context.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
| Mode | Trigger | Action |
|---|---|---|
| Description | no keyword | Generate bug report from description |
| Analyze | analyze [path] | Read files, identify potential bugs |
| Verify | verify [BUG-ID] | Confirm fix resolved the bug |
| Close | close [BUG-ID] | Mark verified bug as closed |
No argument → ask user for bug description.
Parse description for: what broke, when, repro steps, expected behavior. Search codebase for related files. Draft report with: summary (title, ID, severity S1-S4, priority P1-P4, status), classification (category, system, frequency, regression), environment (build, platform, scene, state), reproduction steps (preconditions, steps, expected/actual), technical context (affected files, related systems, root cause), evidence, related issues.
Read target files. Identify: null references, off-by-one, race conditions, unhandled edge cases, resource leaks, incorrect state transitions. Generate bug report per finding.
Read production/qa/bugs/[BUG-ID].md. Re-run repro steps via Grep/Glob (check if root cause path still exists). Run related tests. Check for regression (grep for original pattern).
| Verdict | Meaning |
|---|---|
| VERIFIED FIXED | Repro fails, tests pass |
| STILL PRESENT | Bug reproduces as described |
| CANNOT VERIFY | Automated checks inconclusive, needs manual playtest |
Ask to update bug file status. If STILL PRESENT → reopen, suggest /hotfix.
Confirm status is Verified Fixed — otherwise stop, require verify first. Append closure record (date, resolution, commit/PR, verified by, regression test). Update status to Closed. Check triage reports for references.
Ask: "May I write this to production/qa/bugs/BUG-[NNNN].md?"
/bug-triage to prioritize; if S1/S2 → /hotfix [BUG-ID]/bug-report verify [BUG-ID] — never close without verification/bug-report close [BUG-ID] → /bug-triage to refresh还没有评价。欢迎分享你的使用感受。
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
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Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
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Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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