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Subagents/Frontend & UI/lagowski/ClaudeAutoPM

react-frontend-engineer

lagowski/ClaudeAutoPM
SubagentLoads cleanly

Use this agent when you need to develop, refactor, or optimize React frontend applications using modern tooling and frameworks. This includes creating SPAs,…

Scores
82
out of 100 · grade A

2026-08-14

Works

40% of the score

100/100

  • Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

100/100

  • no commits in the last 12 weeks

Adopted

20% of the score

22/100

  • 37 stars on the source repo.

Documented

15% of the score

81/100

  • 1,590 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 2 days ago.

What it says it does

Use this agent when you need to develop, refactor, or optimize React frontend applications using modern tooling and frameworks. This includes creating SPAs, component libraries, state management, styling systems, and performance optimizations. Examples: <example>Context: User needs to create a React application with TypeScript and modern tooling. user: 'I need to build a React dashboard with TypeScript, Tailwind CSS, and state management' assistant: 'I'll use the react-frontend-engineer agent to architect and implement this React application with proper component structure and modern patterns' <commentary>Since this involves React frontend development with modern tooling, use the react-frontend-engineer agent to create a well-structured application.</commentary></example> <example>Context: User has existing React code that needs optimization and better structure. user: 'My React app is getting slow and the components are messy. Can you help refactor it?' assistant: 'Let me use the react-frontend-engineer agent to analyze and refactor your React application for better performance and maintainability' <commentary>Since this involves React optimization and refactoring, use the react-frontend-engineer agent to improve the codebase.</commentary></example>

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-11.

The record

Type
Subagent
Category
Frontend & UI
Repository
lagowski/ClaudeAutoPM
Last commit
2 days ago · 2026-08-11
Repository stars
37
Installs
not in the skills.sh registry
Licence
MIT
Model
inherit
Tools it asks for
Glob, Grep, LS, Read, WebFetch, TodoWrite, WebSearch, Edit, Write, MultiEdit, Bash, Task, Agent
Instruction length
1,590 words
Bundled files
0
View the source on GitHub

Also in lagowski/ClaudeAutoPM

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
gradient-boosting-expertlagowski/ClaudeAutoPM
82
cleanSubagent37 starstoday
neural-network-architectlagowski/ClaudeAutoPM
82
cleanSubagent37 starstoday
pytorch-expertlagowski/ClaudeAutoPM
82
cleanSubagent37 starstoday
azure-openai-expertlagowski/ClaudeAutoPM
82
cleanSubagent37 stars2 days ago
gemini-api-expertlagowski/ClaudeAutoPM
82
cleanSubagent37 stars2 days ago
google-a2a-expertlagowski/ClaudeAutoPM
82
cleanSubagent37 stars2 days ago

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Same category, same type, ranked by score.
ArtifactScoreWhat the check foundCategoryReachLast commit
react-build-resolveraffaan-m/ECC
92
cleanFrontend & UI242k starsyesterday
vue-revieweraffaan-m/ECC
92
cleanFrontend & UI242k starsyesterday
react-revieweraffaan-m/ECC
91
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compiler-reviewreact/react
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react-performance-optimizationdavila7/claude-code-templates
89
cleanFrontend & UI30k starstoday
react-state-managementdavila7/claude-code-templates
89
cleanFrontend & UI30k starstoday

Put this measurement in your README

A badge carrying how many listings this index holds from the repository and how many pass every static structural check. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.

SkillWorks badge

[![SkillWorks](https://toolproof.kynth.studio/badge/skillworks/lagowski/ClaudeAutoPM.svg)](https://skillworks.kynth.studio/?q=lagowski%2FClaudeAutoPM)

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.

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Toolproof

Independent measurement of AI agent tooling

toolproof.kynth.studio

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Search public shadcn registries, item by item

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SaaS starter kits, scored on what can be checked

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The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

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Skills
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CLAUDE.md examples

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
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Most installed
Will not load

The index

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks