Code Review Checklist
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Read a profiler output and point to the three functions where time is actually spent.
Install Perf Profiler Notes
$ npx skills add zhuyansen/agent-skills-hub --skill perf-profiler-notes -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zhuyansen/agent-skills-hub perf-profiler-notes --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/zhuyansen/agent-skills-hub.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ops/skillmgr-runs/in/input/library/perf-profiler-notes .claude/skills/perf-profiler-notes && 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-profiler-notes" agent skill from https://github.com/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notes into .claude/skills/perf-profiler-notes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-profiler-notes", 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/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notesType 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 zhuyansen/agent-skills-hub --skill perf-profiler-notes -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zhuyansen/agent-skills-hub perf-profiler-notes --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhuyansen/agent-skills-hub.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ops/skillmgr-runs/in/input/library/perf-profiler-notes .agents/skills/perf-profiler-notes && 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-profiler-notes" agent skill from https://github.com/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notes into .agents/skills/perf-profiler-notes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-profiler-notes", 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 zhuyansen/agent-skills-hub --skill perf-profiler-notes -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zhuyansen/agent-skills-hub perf-profiler-notes --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhuyansen/agent-skills-hub.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ops/skillmgr-runs/in/input/library/perf-profiler-notes .cursor/skills/perf-profiler-notes && 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-profiler-notes" agent skill from https://github.com/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notes into .cursor/skills/perf-profiler-notes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-profiler-notes", 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/zhuyansen/agent-skills-hub.git --path ops/skillmgr-runs/in/input/library/perf-profiler-notes--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 zhuyansen/agent-skills-hub --skill perf-profiler-notes -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zhuyansen/agent-skills-hub perf-profiler-notes --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhuyansen/agent-skills-hub.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ops/skillmgr-runs/in/input/library/perf-profiler-notes .gemini/skills/perf-profiler-notes && 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-profiler-notes" agent skill from https://github.com/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notes into .gemini/skills/perf-profiler-notes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-profiler-notes", 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 zhuyansen/agent-skills-hub perf-profiler-notesInstalls 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 zhuyansen/agent-skills-hub --skill perf-profiler-notes -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zhuyansen/agent-skills-hub.git skills-src && mkdir -p .github/skills && cp -r skills-src/ops/skillmgr-runs/in/input/library/perf-profiler-notes .github/skills/perf-profiler-notes && 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-profiler-notes" agent skill from https://github.com/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notes into .github/skills/perf-profiler-notes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-profiler-notes", 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 zhuyansen/agent-skills-hub --skill perf-profiler-notes -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zhuyansen/agent-skills-hub perf-profiler-notes --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhuyansen/agent-skills-hub.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ops/skillmgr-runs/in/input/library/perf-profiler-notes .opencode/skills/perf-profiler-notes && 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-profiler-notes" agent skill from https://github.com/zhuyansen/agent-skills-hub/tree/main/ops/skillmgr-runs/in/input/library/perf-profiler-notes into .opencode/skills/perf-profiler-notes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-profiler-notes", 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-profiler-notes- GitHub stars
- 413
- Token cost
- ~191 tokens
- SKILL.md length
- 116 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- MIT
At a glance
Read a profiler output and point to the three functions where time is actually spent.
- Works in 3 steps: Read the input the user points to. If… → Do the task described above, step by… → Show the result, then a short list of…
- Tasks that involve Performance optimization
- SKILL.md covers When to use, Steps and Notes
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Perf Profiler Notes is an agent skill from zhuyansen/agent-skills-hub. Read a profiler output and point to the three functions where time is actually spent.
Its SKILL.md is about 190 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 Development, covering Performance optimization. The repository describes itself as: Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync. The licence is MIT.
When your agent uses it
- Tasks that involve Performance optimization
Example prompts
- “/perf-profiler-notes”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Read the input the user points to. If none is given, ask for the file or text.
- Do the task described above, step by step, and keep the user's own wording where it matters.
- Show the result, then a short list of what you changed or found, so the user can check it.
What it can do on your machine
Read from SKILL.md and the folder at commit 2862275. 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 Profiler Notes loads about 191 tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 116 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
The full file from zhuyansen/agent-skills-hub at commit 2862275, republished under its MIT licence (© zhuyansen). 116 words, ~191 tokens.
Download SKILL.mdSave it as
.claude/skills/perf-profiler-notes/SKILL.md (or your agent's skills folder).- name
- perf-profiler-notes
- description
- Read a profiler output and point to the three functions where time is actually spent.
Perf Profiler Notes
Read a profiler output and point to the three functions where time is actually spent.
When to use
Use this skill when the user asks for it by name or describes this task. Do not use it for unrelated work.
Steps
- Read the input the user points to. If none is given, ask for the file or text.
- Do the task described above, step by step, and keep the user's own wording where it matters.
- Show the result, then a short list of what you changed or found, so the user can check it.
Notes
- Keep changes small and reversible.
- Say plainly when the input is incomplete instead of guessing.
© zhuyansen, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in ops/skillmgr-runs/in/input/library/perf-profiler-notes of zhuyansen/agent-skills-hub.
Open the folder on GitHubat commit 2862275
Compare with similar skills
Perf Profiler Notes 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 Profiler Notes this skillzhuyansen/agent-skills-hub | 413 | — | ~191 | Automated safety check: Pass | MIT | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| LLM Torch Profiler Analysissgl-project/sglang | 37k | 2 repos | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Pycrazyguitar/pysheeet | 8.2k | — | ~886 | Automated safety check: Pass | MIT | |
| Cmux Debugging Guidemanaflow-ai/cmux | 28k | 1 repos | ~1.1k | Automated safety check: Pass | Custom licence | |
| Analyzing .NET Performancedotnet/skills | 5.6k | 3 repos | ~3.1k | Automated safety check: Pass | MIT |
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Cmux Debugging Guide
manaflow-ai/cmux
Covers debug logging, the Debug menu, profiling rules and runtime pitfalls for working on the cmux macOS terminal app.
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Categories
Questions about Perf Profiler Notes
What does Perf Profiler Notes do?
Read a profiler output and point to the three functions where time is actually spent. Perf Profiler Notes is an agent skill from zhuyansen/agent-skills-hub. Read a profiler output and point to the three functions where time is actually spent.
When should I use Perf Profiler Notes?
Perf Profiler Notes fits situations like: tasks that involve Performance optimization.
How do I install Perf Profiler Notes in Claude Code?
Run `npx skills add zhuyansen/agent-skills-hub --skill perf-profiler-notes -a claude-code`. Or copy the skill folder (ops/skillmgr-runs/in/input/library/perf-profiler-notes in zhuyansen/agent-skills-hub) into .claude/skills/perf-profiler-notes in your project. Claude Code loads it when a task matches its description.
How do I install Perf Profiler Notes in Codex?
Run `npx skills add zhuyansen/agent-skills-hub --skill perf-profiler-notes -a codex`. Or copy the skill folder (ops/skillmgr-runs/in/input/library/perf-profiler-notes in zhuyansen/agent-skills-hub) into .agents/skills/perf-profiler-notes in your project. Codex loads it when a task matches its description.
Can I use Perf Profiler Notes 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 zhuyansen/agent-skills-hub --skill perf-profiler-notes -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-profiler-notes, .gemini/skills/perf-profiler-notes, .github/skills/perf-profiler-notes and .opencode/skills/perf-profiler-notes in your project.
What does Perf Profiler Notes need to run?
SKILL.md names no scripts, command-line tools or credentials: Perf Profiler Notes is instructions for the agent only.
Does Perf Profiler Notes 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 Profiler Notes 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 Profiler Notes use?
Perf Profiler Notes is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Perf Profiler Notes use?
About 191 tokens (SKILL.md is roughly 764 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 Profiler Notes?
Skills that share tags, products or a category with Perf Profiler Notes: Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), LLM Torch Profiler Analysis (sgl-project/sglang, 37k stars), Py (crazyguitar/pysheeet, 8.2k stars) and Cmux Debugging Guide (manaflow-ai/cmux, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Perf Profiler Notes?
zhuyansen (a GitHub user) maintains it in zhuyansen/agent-skills-hub, which has 413 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 10, 2026.
Source: zhuyansen/agent-skills-hub on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.