← Software & AI CopilotCONTENT HISTORY

Update to Software & AI Copilot

Snapshot Nov 3, 2026 · 00:12 UTC · version 0.2.0

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{
  "description": "Diagnose and improve software or data performance using observed profiles, metrics and reproducible baselines.",
  "included_files": [],
  "name": "optimize-performance",
  "skill_md_contents": "---\nname: optimize-performance\ndescription: Diagnose and improve software or data performance using observed profiles, metrics and reproducible baselines.\n---\n\n# Optimize Performance\n\nUse this skill only for its stated purpose. Follow the shared source-of-truth, permission and evidence rules in `../../references/workflow-contract.md`. Read `../../references/performance-method.md` for detailed method when necessary.\n\n## Procedure\n1. Define success signal, representative input/load and baseline measurement.\n2. Inspect traces, query plans or profiler evidence; rank actual bottlenecks.\n3. Apply one measurable optimization at a time while preserving correctness.\n4. Compare before/after results under similar conditions and run regression checks.\n5. State uncertainty when actual benchmark execution is unavailable.\nAvoid arbitrary cache/shuffle/parallelism tuning and unsupported speedup claims.\n\n## Handoff rule\nState actual artifacts or grounded code findings and validation status. Never invent file paths, executed tests, tool access, or completed subagent work. Keep output proportionate to the user request.\n"
}

SHA-256 of public snapshot: 12d61ea43aeab84a5ebfaf61e5dc87770cef16186e44e344ac80c6b12356639b