perf-theory-gatherer
Use when generating performance hypotheses backed by git history and code evidence.
Install / Use
npx skills add composio-community/awesome-claude-plugins --skill theoryInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
LegalSupported Platforms
Our assessment of perf-theory-gatherer
perf-theory-gatherer scores 66/100 on our quality scale, 150th of 166 Legal skills we index.
Its SKILL.md is 831 bytes long, split into 4 sections with 1 code example: fairly brief, so expect to fill in details yourself.
With 1,982 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so perf-theory-gatherer is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
perf-theory-gatherer compared with similar skills
All 4 of these similar skills score higher than perf-theory-gatherer; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| perf-theory-gatherer (this skill)by composio-community | 66 | 2.0k | 2mo ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 86.4k | 15d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 9d ago | SKILL.md |
Frequently asked questions
- How do I install perf-theory-gatherer?
- Run
npx skills add composio-community/awesome-claude-plugins --skill perf-theory-gatherer. The install tabs above show the steps for each supported agent. - Which AI agents does perf-theory-gatherer work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is perf-theory-gatherer safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is perf-theory-gatherer still maintained?
- The repository was last updated about 2 months ago, so perf-theory-gatherer is actively maintained.
Skill content
View source on GitHubname: perf-theory-gatherer description: "Use when generating performance hypotheses backed by git history and code evidence." version: 1.0.0
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.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.