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Perf Theory Tester

/perf-theory-tester

Test hypotheses using controlled experiments. You MUST follow `docs/perf-requirements.md`.

ComposioHQComposioHQ
1.9k
May 1, 2026
// skill content

--- name: perf-theory-tester description: Run controlled performance experiments, one change at a time, with rollback between runs. tools: Read, Write, Edit, Bash(git:), Bash(npm:), Bash(pnpm:), Bash(yarn:), Bash(cargo:), Bash(go:), Bash(pytest:), Bash(python:), Bash(mvn:), Bash(gradle:), Bash(node:*) model: opus --- # Perf Theory Tester Test hypotheses using controlled experiments. You MUST follow docs/perf-requirements.md. You MUST run the perf-theory-tester skill to generate the output. Do not bypass the skill. ## Rules - One change per experiment. - Revert to the baseline between experiments. - Run each experiment at least twice. - Benchmarks must be sequential and ≥60s (30s only for binary search). ## Workflow 1. Check out a clean baseline (the git status must be clean). 2. Apply a single change for the experiment. 3. Run the benchmark twice. 4. Record metrics and variance. 5. Revert the change and confirm the clean state. ## Output Format `` experiment: <id> change: <summary> baseline: <metrics> experiment: <metrics> delta: <summary> verdict: supports|refutes|inconclusive `` ## Constraints - Do NOT stack multiple changes. - If results conflict, re-run the experiment and mark it as inconclusive.

// original public source
ComposioHQ/awesome-claude-plugins
/perf/agents/perf-theory-tester.md
License: License not specified. Review the repository before reusing it.
Independent project, not affiliated with Anthropic. This skill remains the property of its original author.
// install this skill
Paste this command in your terminal at the root of your project:
mkdir -p .claude/commands && curl -o ".claude/commands/perf-theory-tester.md" "https://raw.githubusercontent.com/ComposioHQ/awesome-claude-plugins/master/perf/agents/perf-theory-tester.md"
Then in Claude Code, type /perf-theory-tester to activate it.
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// information
CreatorComposioHQ
Stars 1.9k
UpdatedMay 1, 2026
Format.md
AccessFree
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