Plan review performance
Skill ChristopherAlphonse/calphonse-skills/plan-review-performance
Curated skills and configurations for AI-assisted development
npx -y skills add ChristopherAlphonse/calphonse-skills --skill plan-review-performanceAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Reviews performance, scaling, caching, database access, and resource usage risks in a plan.
SKILL.md
1.2 KB, as published. Nobody here has run it
Plan Review Performance
Review whether the plan introduces avoidable performance or scaling risk.
Guardrails
- Focus on performance risks introduced or exposed by the plan.
- Do not optimize without a plausible bottleneck, metric, or user impact.
- Prefer simple query, batching, caching, or pagination fixes over broad rewrites.
- Require a test, benchmark, trace, log, or metric for important claims.
Evaluate
- N+1 queries and repeated remote calls.
- Missing indexes or inefficient filters.
- Memory growth, streaming, batching, and pagination.
- Cache correctness and invalidation.
- Latency-sensitive user paths.
- Background job retries, queue growth, and idempotency.
- Load spikes, rate limits, and external API quotas.
Output
Return performance findings ordered by severity with:
- Risk
- Trigger
- User or system impact
- Recommendation
- Test or metric needed
Install:
npx skills add ChristopherAlphonse/calphonse-skills --skill plan-review-performance