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Subagents/Backend & APIs/lagowski/ClaudeAutoPM

python-backend-engineer

lagowski/ClaudeAutoPM
SubagentLoads cleanly

Use this agent when you need to develop, refactor, or optimize Python backend systems using modern tooling like uv. This includes creating APIs, database…

Scores
80
out of 100 · grade B+

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

68/100

  • 968 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 Python backend systems using modern tooling like uv. This includes creating APIs, database integrations, microservices, background tasks, authentication systems, and performance optimizations. Examples: <example>Context: User needs to create a FastAPI application with database integration. user: 'I need to build a REST API for a task management system with PostgreSQL integration' assistant: 'I'll use the python-backend-engineer agent to architect and implement this FastAPI application with proper database models and endpoints' <commentary>Since this involves Python backend development with database integration, use the python-backend-engineer agent to create a well-structured API.</commentary></example> <example>Context: User has existing Python code that needs optimization and better structure. user: 'This Python service is getting slow and the code is messy. Can you help refactor it?' assistant: 'Let me use the python-backend-engineer agent to analyze and refactor your Python service for better performance and maintainability' <commentary>Since this involves Python backend optimization and refactoring, use the python-backend-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
Backend & APIs
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
968 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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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.

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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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SaaS starter kits, scored on what can be checked

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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

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part of Toolproof, the measurement layer for AI agent tooling

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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

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Skills
Subagents
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CLAUDE.md examples

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The index

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks