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Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
Install Performance Analysis
$ npx skills add ruvnet/agentic-flow --skill performance-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/agentic-flow performance-analysis --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/ruvnet/agentic-flow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/performance-analysis .claude/skills/performance-analysis && 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 "performance-analysis" agent skill from https://github.com/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysis into .claude/skills/performance-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-analysis", 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/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysisType 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 ruvnet/agentic-flow --skill performance-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/agentic-flow performance-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/agentic-flow.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/performance-analysis .agents/skills/performance-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "performance-analysis" agent skill from https://github.com/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysis into .agents/skills/performance-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-analysis", 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 ruvnet/agentic-flow --skill performance-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/agentic-flow performance-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/agentic-flow.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/performance-analysis .cursor/skills/performance-analysis && 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 "performance-analysis" agent skill from https://github.com/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysis into .cursor/skills/performance-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-analysis", 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/ruvnet/agentic-flow.git --path .claude/skills/performance-analysis--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 ruvnet/agentic-flow --skill performance-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/agentic-flow performance-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/agentic-flow.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/performance-analysis .gemini/skills/performance-analysis && 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 "performance-analysis" agent skill from https://github.com/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysis into .gemini/skills/performance-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-analysis", 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 ruvnet/agentic-flow performance-analysisInstalls 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 ruvnet/agentic-flow --skill performance-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ruvnet/agentic-flow.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/performance-analysis .github/skills/performance-analysis && 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 "performance-analysis" agent skill from https://github.com/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysis into .github/skills/performance-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-analysis", 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 ruvnet/agentic-flow --skill performance-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ruvnet/agentic-flow performance-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/agentic-flow.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/performance-analysis .opencode/skills/performance-analysis && 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 "performance-analysis" agent skill from https://github.com/ruvnet/agentic-flow/tree/main/.claude/skills/performance-analysis into .opencode/skills/performance-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-analysis", 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
performance-analysis- GitHub stars
- 816
- Used in
- 4 other repos
- Token cost
- ~3.6k tokens
- SKILL.md length
- 719 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- None found
At a glance
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
- Works in 9 steps: Bottleneck Detection → Performance Profiling → Report Generation → …
- Documents & Office work in your project
- SKILL.md covers Overview, Quick Start, Core Capabilities and Advanced Usage, plus 5 more sections
- Calls npx
What it does
Performance Analysis is an agent skill from ruvnet/agentic-flow. Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office. The repository describes itself as: Easily switch between alternative low-cost AI models in Claude Code/Agent SDK. For those comfortable using Claude agents and commands, it lets you take what you've created and…
When your agent uses it
- Documents & Office work in your project
Example prompts
- “/performance-analysis”
Requirements
- Node.js
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- Bottleneck Detection
- Performance Profiling
- Report Generation
- Optimization Recommendations
- Regular Analysis
- Threshold Tuning
- Fix Strategy
- Report Integration
- Continuous Optimization
What it can do on your machine
Read from SKILL.md and the folder at commit e993605. 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
Shell commands in SKILL.md call:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
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
Performance Analysis loads about 3.6k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 719 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 719 words (~3,637 tokens).
“Comprehensive performance analysis suite for identifying bottlenecks, profiling swarm operations, generating detailed reports, and providing actionable optimization recommendations.”
- name
- performance-analysis
- version
- 1.0.0
- category
- monitoring
- tags
- performance, bottleneck, optimization, profiling, metrics, analysis
- author
- Claude Flow Team
Files
Just SKILL.md in .claude/skills/performance-analysis of ruvnet/agentic-flow.
Open the folder on GitHubat commit e993605
Used in 6 other repositories
We found 12 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 4 other GitHub owners. This page covers the copy in ruvnet/agentic-flow, which our catalogue first saw on October 7, 2026.
- ruvnet/midstream.claude/skills/performance-analysis
- ruvnet/ruflo.agents/skills/performance-analysis.claude/skills/performance-analysis
- proffesor-for-testing/agentic-qe.agents/skills/ruflo/.agents/skills/performance-analysis.agents/skills/ruflo/.claude/skills/performance-analysis
- Microck/ordinary-claude-skillsskills_all/performance-analysisskills_categorized/data-engineering/performance-analysis
- aiskillstore/marketplaceskills/ruvnet/performance-analysisskills/dnyoussef/performance-analysis
- henryalouf/ruflow.agents/skills/performance-analysis.claude/skills/performance-analysis+1 more
Compare with similar skills
Performance Analysis 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 |
|---|---|---|---|---|---|---|
| Performance Analysis this skillruvnet/agentic-flow | 816 | 4 repos | ~3.6k | Automated safety check: Pass | None | |
| Markdown Article FormatterJimLiu/baoyu-skills | 26k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| DOCXrvdbreemen/OTGW-firmware | 207 | 33 repos | ~4.3k | Automated safety check: Pass | Proprietary | |
| Gzh Designisjiamu/gzh-design-skill | 3.9k | 1 repos | ~2.2k | Automated safety check: Pass | AGPL-3.0 |
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DOCX
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Related
Categories
Questions about Performance Analysis
What does Performance Analysis do?
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms. Performance Analysis is an agent skill from ruvnet/agentic-flow.
When should I use Performance Analysis?
Performance Analysis fits situations like: documents & Office work in your project.
How do I install Performance Analysis in Claude Code?
Run `npx skills add ruvnet/agentic-flow --skill performance-analysis -a claude-code`. Or copy the skill folder (.claude/skills/performance-analysis in ruvnet/agentic-flow) into .claude/skills/performance-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Performance Analysis in Codex?
Run `npx skills add ruvnet/agentic-flow --skill performance-analysis -a codex`. Or copy the skill folder (.claude/skills/performance-analysis in ruvnet/agentic-flow) into .agents/skills/performance-analysis in your project. Codex loads it when a task matches its description.
Can I use Performance Analysis 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 ruvnet/agentic-flow --skill performance-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/performance-analysis, .gemini/skills/performance-analysis, .github/skills/performance-analysis and .opencode/skills/performance-analysis in your project.
What does Performance Analysis need to run?
Going by SKILL.md and its folder, Performance Analysis needs the command-line tools its instructions call (npx). Our summary lists: Node.js.
Does Performance Analysis access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Performance Analysis 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 Performance Analysis use?
No licence was found for Performance Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Performance Analysis use?
About 3.6k tokens (SKILL.md is roughly 15k 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 Performance Analysis?
Skills that share tags, products or a category with Performance Analysis: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and DOCX (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Performance Analysis?
ruvnet (a GitHub user) maintains it in ruvnet/agentic-flow, which has 816 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 16, 2026.
Source: ruvnet/agentic-flow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.