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Skills/Backend & APIs/chrishuffman5/domain-expert

fastapi

chrishuffman5/domain-expert
SkillLoads cleanly

Expert skill for FastAPI web framework development. Covers ASGI/Starlette foundation, Pydantic v2 integration, dependency injection, path operations,…

Scores
79
out of 100 · grade B+

2026-08-10

Works

40% of the score

100/100

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

Maintained

25% of the score

94/100

  • no commits in the last 12 weeks
  • no license file

Adopted

20% of the score

10/100

  • 4 stars on the source repo.

Documented

15% of the score

90/100

  • 1,401 words with worked examples.
  • Ships 3 bundled files.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add chrishuffman5/domain-expert/fastapi

What the check found

Every finding on this listing, and what each one means for whether it loads.
FindingWhat it means
No licenseThe repository ships no license file, so the reuse terms are unclear.

What it says it does

Expert skill for FastAPI web framework development. Covers ASGI/Starlette foundation, Pydantic v2 integration, dependency injection, path operations, automatic OpenAPI generation, async/await patterns, middleware, security (OAuth2, JWT), testing (TestClient, httpx), SQLAlchemy/SQLModel integration, and deployment. WHEN: "FastAPI", "Starlette", "ASGI", "Pydantic", "Depends", "APIRouter", "path operation", "response_model", "OpenAPI auto-docs", "Swagger UI", "FastAPI middleware", "FastAPI dependency injection", "FastAPI testing", "TestClient", "BackgroundTasks", "SQLModel", "uvicorn", "FastAPI WebSocket", "FastAPI security", "OAuth2PasswordBearer". Do NOT use for general Python scripting, automation, or CLI-tool questions unrelated to the FastAPI framework — that's the `cli-scripting` plugin's `python` skill.

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 2026-08-09.

The record

Type
Skill
Category
Backend & APIs
Repository
chrishuffman5/domain-expert
Last commit
today · 2026-08-09
Repository stars
4
Installs
not in the skills.sh registry
Licence
MIT
Instruction length
1,401 words
Bundled files
3
View the source on GitHub

Also in chrishuffman5/domain-expert

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
dbt-corechrishuffman5/domain-expert
81
No licenseSkill4 starstoday
sparkchrishuffman5/domain-expert
81
No licenseSkill4 starstoday
aspnet-corechrishuffman5/domain-expert
81
No licenseSkill4 starstoday
aws-clichrishuffman5/domain-expert
81
No licenseSkill4 starstoday
awschrishuffman5/domain-expert
81
No licenseSkill4 starstoday
redischrishuffman5/domain-expert
81
No licenseSkill4 starstoday

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SkillWorks badge

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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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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.

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Built by

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the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

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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
Best plugins
Most installed
Will not load

The index

Search
Categories
How we score

Reference

Submit a repository
Sponsor a section
Listings JSON
Privacy

© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks