Perf Theory Gatherer

composio-community/perf-theory-gatherer

Use when generating performance hypotheses backed by git history and code evidence.

207 tokens

context cost

the whole folder, loaded on every use

files

instructions only

copies elsewhere

how many repositories repackaged it

1856

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/composio-community/awesome-claude-plugins --skill perf-theory-gatherer

The instruction itself

4 sections, as written by the author

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.

How to use it

Copy the folder

Take composio-community/perf-theory-gatherer from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.