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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Pre-deploy verification: tests, build, secrets, migrations, env vars, rollback, health checks. Trigger: deploy, release checklist, rollback.
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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。
go test ./... / npm test) — sin red, sin skipgitleaks detect o trufflehog)up → down → up probado en staging.env.example seteadas en el target/health, /ready)Run all independent checks in parallel. Any FAIL -> BLOCKERS FOUND, do not proceed.
| Check | Criteria | Blocker? |
|---|---|---|
| Git clean | No uncommitted changes, up-to-date with remote | Yes |
| Tests pass | All green (detect runner: go test, npm test, pytest) | Yes |
| Build succeeds | Clean build, no errors | Yes |
| Lint clean | No errors (warnings OK with justification) | Yes |
| Secrets scan | No passwords/keys/tokens in tracked files or staged diffs | Yes |
| Migrations | All committed, up+down tested, none pending | Yes |
| Dependencies | No critical/high vulnerabilities | Warn |
| Env vars | All required present in target (compare .env.example vs deploy config) | Yes |
| Secrets rotation | Expiring secrets rotated | Warn |
Migration strategy: Add columns/tables -> deploy new code -> backfill -> remove old columns in LATER deploy.
| Probe | Purpose | Key config |
|---|---|---|
| Startup | App initialized (heavy init, migrations) | initialDelay: 30s, failureThreshold: 10 |
| Readiness | Ready for traffic (DB connected, caches warm) | period: 5s, failureThreshold: 3 |
| Liveness | Process alive (not deadlocked) | period: 10s, failureThreshold: 5 |
Readiness checks downstream deps. Liveness does NOT — avoids cascading restarts.
| Step | Timing | Action |
|---|---|---|
| Smoke tests | Immediately | Hit critical paths (auth, main endpoints, health) |
| Error rate | First 5-15 min | Compare to baseline, alert if >2x |
| Gradual rollout | Progressive | Canary 5% -> 25% -> 50% -> 100%, monitor each stage |
| Log review | First 15 min | New error patterns, stack traces, panics |
| Rollback trigger | Any stage | Error spike, failed smoke, P0 reports |
| Check | Status | Detail |
|---|---|---|
| Git / Tests / Build / Lint / Secrets / Migrations / Deps / Env / Rollback | PASS/FAIL/WARN/SKIP | specific detail |
Result: READY TO DEPLOY or BLOCKERS FOUND (list each blocker with fix action).
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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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