Research Synthesize
ruvnet/ruflo
Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
A skill your agent uses when synthesizing perf findings into evidence-backed recommendations and decisions.
No licenceAuto-check passed
Install Perf Analyzer
$ npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install composio-community/awesome-claude-plugins perf-analyzer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/perf/skills/analyzer .claude/skills/perf-analyzer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "perf-analyzer" agent skill from https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzer into .claude/skills/perf-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-analyzer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install composio-community/awesome-claude-plugins perf-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/perf/skills/analyzer .agents/skills/perf-analyzer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "perf-analyzer" agent skill from https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzer into .agents/skills/perf-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-analyzer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install composio-community/awesome-claude-plugins perf-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/perf/skills/analyzer .cursor/skills/perf-analyzer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "perf-analyzer" agent skill from https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzer into .cursor/skills/perf-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-analyzer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/composio-community/awesome-claude-plugins.git --path perf/skills/analyzer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install composio-community/awesome-claude-plugins perf-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/perf/skills/analyzer .gemini/skills/perf-analyzer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "perf-analyzer" agent skill from https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzer into .gemini/skills/perf-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-analyzer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install composio-community/awesome-claude-plugins perf-analyzerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/perf/skills/analyzer .github/skills/perf-analyzer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "perf-analyzer" agent skill from https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzer into .github/skills/perf-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-analyzer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install composio-community/awesome-claude-plugins perf-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/composio-community/awesome-claude-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/perf/skills/analyzer .opencode/skills/perf-analyzer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "perf-analyzer" agent skill from https://github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/analyzer into .opencode/skills/perf-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-analyzer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
perf-analyzer- GitHub stars
- 1.9k
- Used in
- 1 other repo
- Token cost
- ~195 tokens
- SKILL.md length
- 48 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when synthesizing perf findings into evidence-backed recommendations and decisions.
- Synthesizing perf findings into evidence-backed recommendations and decisions
- SKILL.md covers Inputs, Output Format and Constraints
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Perf Analyzer is an agent skill from composio-community/awesome-claude-plugins. Use when synthesizing perf findings into evidence-backed recommendations and decisions.
Its SKILL.md is about 200 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.
When your agent uses it
- Synthesizing perf findings into evidence-backed recommendations and decisions
Example prompts
- “/perf-analyzer”
What it can do on your machine
Read from SKILL.md and the folder at commit e521f7a. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Perf Analyzer loads about 195 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 48 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 48 words (~195 tokens).
“Synthesize performance investigation results into clear recommendations.”
- name
- perf-analyzer
- version
- 1.0.0
Files
Just SKILL.md in perf/skills/analyzer of composio-community/awesome-claude-plugins.
Open the folder on GitHubat commit e521f7a
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in composio-community/awesome-claude-plugins, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Perf Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Perf Analyzer this skillcomposio-community/awesome-claude-plugins | 1.9k | 1 repos | ~195 | Automated safety check: Pass | None | |
| Research Synthesizeruvnet/ruflo | 74k | — | ~706 | Automated safety check: Notes | MIT | |
| Diff Analyzeruvnet/ruflo | 74k | — | ~450 | Automated safety check: Notes | MIT | |
| Find Releaseflutter/flutter | 179k | — | ~545 | Automated safety check: Pass | BSD-3-Clause | |
| Agent Code Analyzerruvnet/ruflo | 74k | 3 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Pagerank Analyzerruvnet/ruflo | 74k | 3 repos | ~2.9k | Automated safety check: Pass | MIT |
Similar skills
Diff Analyze
ruvnet/ruflo
Analyze git diffs for risk scoring, reviewer recommendations, and change classification.
Find Release
flutter/flutter
A skill to find the lowest Dart and Flutter release containing a given commit.
Agent Code Analyzer
ruvnet/ruflo
Agent skill for code-analyzer - invoke with $agent-code-analyzer
Agent Pagerank Analyzer
ruvnet/ruflo
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer
Agent Performance Analyzer
ruvnet/ruflo
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
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Questions about Perf Analyzer
What does Perf Analyzer do?
A skill your agent uses when synthesizing perf findings into evidence-backed recommendations and decisions. Perf Analyzer is an agent skill from composio-community/awesome-claude-plugins. Use when synthesizing perf findings into evidence-backed recommendations and decisions.
When should I use Perf Analyzer?
Perf Analyzer fits situations like: synthesizing perf findings into evidence-backed recommendations and decisions.
How do I install Perf Analyzer in Claude Code?
Run `npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a claude-code`. Or copy the skill folder (perf/skills/analyzer in composio-community/awesome-claude-plugins) into .claude/skills/perf-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Perf Analyzer in Codex?
Run `npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a codex`. Or copy the skill folder (perf/skills/analyzer in composio-community/awesome-claude-plugins) into .agents/skills/perf-analyzer in your project. Codex loads it when a task matches its description.
Can I use Perf Analyzer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add composio-community/awesome-claude-plugins --skill perf-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/perf-analyzer, .gemini/skills/perf-analyzer, .github/skills/perf-analyzer and .opencode/skills/perf-analyzer in your project.
What does Perf Analyzer need to run?
SKILL.md names no scripts, command-line tools or credentials: Perf Analyzer is instructions for the agent only.
Does Perf Analyzer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Perf Analyzer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Perf Analyzer use?
No licence was found for Perf Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Perf Analyzer use?
About 195 tokens (SKILL.md is roughly 780 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Perf Analyzer?
Skills that share tags, products or a category with Perf Analyzer: Research Synthesize (ruvnet/ruflo, 74k stars), Diff Analyze (ruvnet/ruflo, 74k stars), Find Release (flutter/flutter, 179k stars) and Agent Code Analyzer (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Perf Analyzer?
composio-community (a GitHub organization) maintains it in composio-community/awesome-claude-plugins, which has 1,936 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on July 26, 2026.
Source: composio-community/awesome-claude-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.