perf-theory-gatherer

perf-theory-gatherer is a skill for Claude Code from composio-community/awesome-claude-plugins. It costs 20 tokens per session (196 once invoked), scanned A, original, no licence file.

A tool for forming performance explanations using evidence from source code and Git history, which records how the code changed over time.

In plain words
What is it for?
Use it to suggest likely causes of a slowdown and document the evidence behind each hypothesis.
Why use it?
It helps replace guesses about slowness with testable explanations grounded in the project’s code and past changes.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the perf plugin — 8 skills, 1 command, 6 agents shipped together

Good fit Use it to suggest likely causes of a slowdown and document the evidence behind each hypothesis.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/composio-community/awesome-claude-plugins/theory
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add composio-community/awesome-claude-plugins --skill theory
Clone the repo
git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins

Made for: Claude Code.

Or install perf, the plugin that ships this one along with the rest of its 8 skills, 1 command, 6 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for perf-theory-gatherer

README.md
[![agentmods](https://agentmods.dev/badge/skills/composio-community/awesome-claude-plugins/theory.svg)](https://agentmods.dev/skills/composio-community/awesome-claude-plugins/theory)
Your own site
<a href="https://agentmods.dev/skills/composio-community/awesome-claude-plugins/theory"><img src="https://agentmods.dev/badge/skills/composio-community/awesome-claude-plugins/theory.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 196 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00020 $0.00196
Opus 5 $0.00010 $0.00098
Sonnet 5 $0.00004 $0.00039
Haiku 4.5 $0.00002 $0.00020

Measured 8d ago against content hash d47fb50a0e1f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

perf-theory-gatherer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

perf/skills/theory/SKILL.md · 36 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 36 lines · 20 tokens per session scan A d47fb50a0e1f

Subscribe to this mod's changes

perf-theory-gatherer is a skill published in the GitHub repository composio-community/awesome-claude-plugins (1,937 stars, last pushed 1mo ago), with no licence file. It adds 20 tokens to every session and 196 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

health-check

Runs plugin health checks (venv packages, skill registration, and album slug collisions). Use when the user asks to check plugin health, verify setup, or troubleshoot missing skills.

bitwize-music-studio/claude-ai-music-skills · 38 tokens

debug-systematic

Systematic 4-phase debugging methodology for complex, intermittent, or mysterious issues. Use when investigating bugs, race conditions, or unexplained failures.

travisjneuman/.claude · 33 tokens

diag

Read-only root-cause diagnosis for a symptom, bug, failure, or unexpected behavior. Establishes the mechanism at file:line and reads up the facts instead of guessing, before any fix is attempted. Produces a diagnosis report; the fix is always a separate step gated by an explicit GO. Use when something is broken…

Marcel-Bich/marcel-bich-claude-marketplace · 118 tokens

convergence-guard

Stop-loss discipline for implementation sessions - detect fix-loops and runaway token burn, and stop to replan instead of patching. Consult during any debugging or implementation session, especially when tests keep failing, the same file keeps being edited, or the user mentions stoploss, token budget, fix loops, or…

orenluxy/fable-method · 74 tokens

merge-quiz

Before merging or deploying the output of a long session, generate a change report with a comprehension quiz the user must pass. Use whenever the user says "merge", "deploy", "we're done", "wrap up", or at the end of any session that modified more than 150 lines or touched production-relevant code. Also invocable as…

orenluxy/fable-method · 78 tokens

performance-profiler

Tier: POWERFUL Category: Engineering Domain: Performance Engineering.

nariatrip191/my-claude-skills · 7 tokens