perf-theory-gatherer
Use when generating performance hypotheses backed by git history and code evidence.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/composio-community/awesome-claude-plugins --skill perf-theory-gatherer- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads perf-theory-gatherer automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
perf-theory-gatherer
Generate performance hypotheses for a specific scenario.
Follow docs/perf-requirements.md as the canonical contract.
Required Steps
- Review recent git history (scope to relevant paths when possible).
- Identify code paths involved in the scenario (repo-map or grep).
- Produce up to 5 hypotheses with evidence + confidence.
Output Format
hypotheses:
- id: H1
hypothesis: <short description>
evidence: <file/path or git change>
confidence: low|medium|high
- id: H2
...
Constraints
- MUST check git history before hypothesizing.
- No optimization suggestions; only hypotheses.
- Keep to 5 hypotheses maximum.
FAQ
What does the perf-theory-gatherer skill do?
Use when generating performance hypotheses backed by git history and code evidence.
How do I install perf-theory-gatherer?
Run npx skills add https://github.com/composio-community/awesome-claude-plugins --skill perf-theory-gatherer in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/perf-theory-gatherer/ (personal) or .claude/skills/perf-theory-gatherer/ (project).
Which AI agents can use perf-theory-gatherer?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is perf-theory-gatherer safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains perf-theory-gatherer?
It is published by composio-community in composio-community/awesome-claude-plugins. It has 1,606 recorded installs.
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