Agent skill

Performance Expert

by mizchi in mizchi/skills

Performance specialist perspective for the weekly review. An agent skill from mizchi/skills.

No licenceAuto-check passedFrontend & Design

Install Performance Expert

skills CLI
$ npx skills add mizchi/skills --skill performance-expert -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mizchi/skills performance-expert --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/performance-expert .claude/skills/performance-expert && rm -rf skills-src

Use ~/.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/

Facts

Skill name
performance-expert
GitHub stars
356
Token cost
~895 tokens
SKILL.md length
423 words
Files
2
Skills in repo
69
Repo updated
First seen
Licence
None found

At a glance

Performance specialist perspective for the weekly review. An agent skill from mizchi/skills.

  • Works in 4 steps: Read… → Read raw/lighthouse.json if it exists,… → Read raw/deps.json and… → …
  • Tasks that involve Web performance
  • SKILL.md covers Procedure, Output, Core Web Vitals Targets and Performance Degradation…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Performance Expert is an agent skill from mizchi/skills. Performance specialist perspective for the weekly review. Focuses on bundle size, LCP / CLS / INP, avoidable re-work, image and font optimization. Reads audit-bundle and audit-lighthouse raw output when available.

Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).

It sits in Frontend & Design, covering Web performance. The repository describes itself as: Agent skills by mizchi, distributed via APM.

When your agent uses it

  • Tasks that involve Web performance

Example prompts

  • “/performance-expert”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Read /.frontend-review/report/latest/raw/bundle.json if it exists, else note "C1 not adopted".
  2. Read raw/lighthouse.json if it exists, else note "C2 not adopted".
  3. Read raw/deps.json and raw/similarity.json — heavy duplication or dead dependencies inflate bundles.
  4. If neither C1 nor C2 is adopted, still comment on what signals are visible from the other scripts: duplication, unused dependencies, heavy…

What it can do on your machine

Read from SKILL.md and the folder at commit 62f5808. 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

Performance Expert loads about 895 tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 423 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~895

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 423 words (~895 tokens).

“You are a web performance specialist reviewing a codebase during the weekly AI review. You care about:”

— opening of SKILL.md by mizchi
name
performance-expert

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in performance-expert of mizchi/skills.

  • SKILL.md
  • README.md

Open the folder on GitHubat commit 62f5808

Compare with similar skills

Performance Expert 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.

Performance Expert compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Performance Expert this skillmizchi/skills356—~895Automated safety check: PassNone
React Doctormakeplane/plane60k12 repos~657Automated safety check: PassAGPL-3.0
Fixing Motion Performanceibelick/ui-skills9.4k5 repos~1.4kAutomated safety check: PassMIT
GSAP Performance Tuninggreensock/gsap-skills16k4 repos~1kAutomated safety check: PassMIT
React Frontend Development Guidelinesdiet103/claude-code-infrastructure-showcase10k2 repos~2.9kAutomated safety check: PassMIT
Web Quality Auditaddyosmani/web-quality-skills2.9k—~2.6kAutomated safety check: PassMIT

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  • React Doctor

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  • Fixing Motion Performance

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    Audits and fixes web animation performance: layout thrashing, work that belongs on the compositor, scroll-linked motion and costly blur effects.

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    diet103/claude-code-infrastructure-showcase

    Guidelines for React 18 and TypeScript apps covering Suspense data fetching, lazy loading, feature folders, MUI v7 styling, TanStack Router and performance.

    10k GitHub starsUsed in 2 repos~2.9k tokens
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Questions about Performance Expert

What does Performance Expert do?

Performance specialist perspective for the weekly review. An agent skill from mizchi/skills. Performance Expert is an agent skill from mizchi/skills. Performance specialist perspective for the weekly review.

When should I use Performance Expert?

Performance Expert fits situations like: tasks that involve Web performance.

How do I install Performance Expert in Claude Code?

Run `npx skills add mizchi/skills --skill performance-expert -a claude-code`. Or copy the skill folder (performance-expert in mizchi/skills) into .claude/skills/performance-expert in your project. Claude Code loads it when a task matches its description.

How do I install Performance Expert in Codex?

Run `npx skills add mizchi/skills --skill performance-expert -a codex`. Or copy the skill folder (performance-expert in mizchi/skills) into .agents/skills/performance-expert in your project. Codex loads it when a task matches its description.

Can I use Performance Expert 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 mizchi/skills --skill performance-expert -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-expert, .gemini/skills/performance-expert, .github/skills/performance-expert and .opencode/skills/performance-expert in your project.

What does Performance Expert need to run?

SKILL.md names no scripts, command-line tools or credentials: Performance Expert is instructions for the agent only.

Does Performance Expert 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 Performance Expert 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 Expert use?

No licence was found for Performance Expert or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Performance Expert use?

About 895 tokens (SKILL.md is roughly 3.6k 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 Expert?

Skills that share tags, products or a category with Performance Expert: React Doctor (makeplane/plane, 60k stars), Fixing Motion Performance (ibelick/ui-skills, 9.4k stars), GSAP Performance Tuning (greensock/gsap-skills, 16k stars) and React Frontend Development Guidelines (diet103/claude-code-infrastructure-showcase, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Performance Expert?

mizchi (a GitHub user) maintains it in mizchi/skills, which has 356 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 2, 2026.

Source: mizchi/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.