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self-review Skill

AI Agent SkillPythonOpen source

Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the @claude CI (checks the diff against references/review-rules.md, traces call paths for dead code). Reports findings grouped by severity, flagging what to fix before submitting (blocking issues + dead code) Published by huggingface in diffusers.

Decision snapshot

Is this a fit?

Best for

Documentation, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

11 days ago · Apache-2.0 license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is self-review Skill?

Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the @claude CI (checks the diff against references/review-rules.md, traces call paths for dead code). Reports findings grouped by severity, flagging what to fix before submitting (blocking issues + dead code) Published by huggingface in diffusers. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
100/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Documentation
  • Documentation use cases

Declared skill metadata

  • Source file: .ai/skills/self-review/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use self-review Skill

  • Use it for documentation.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: huggingface
  • Repository: huggingface/diffusers
  • Skill file: .ai/skills/self-review/SKILL.md

What it does

Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the @claude CI (checks the diff against references/review-rules.md, traces call paths for dead code). Reports findings grouped by severity, flagging what to fix before submitting (blocking issues + dead code)

Skill instructions

Self-review Runs the same rubric as the @claude CI reviewer, so you catch issues before a maintainer does — but over your whole PR diff. (The CI scopes itself to src/diffusers/, tests/, and .ai/; for your own PR, also review your docs and scripts.) You're already on the branch with the conventions loaded, so: get the diff → review it against the rubric → report → iterate with the contributor until it's ready, then remind them to share the final notes on the PR. 1. Get the diff bash git diff main...HEAD use your target branch if not main If the branch trails main and the diff looks polluted with unrelated merged files, scope to your own commits: git log main..HEAD --oneline, then git show <commit. 2. Read the rubric references/review-rules.md is the canonical rubric (the CI pins it from main) — read it and review against it; don't rely on a remembered copy. For the areas you touched, also read references/codestyle.md, references/models.md, references/pipelines.md, references/modular.md,

Verified compatibility and discovery

Frequently asked questions

What is self-review?

self-review is a open-source AI agent skill with Copy skill directory. Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the @claude CI (checks the diff against references/review-rules.md, traces call paths for dead.

Who is self-review best for?

self-review is best for reusing agent instructions, scripts, and references, documentation workflows.

How do I install self-review?

Install or run self-review using Copy skill directory. Check self-review for the latest setup command.

Is self-review actively maintained?

self-review may need a closer maintenance check before production use.

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Stars
34,395
Forks
7,268
Last commit
11 days ago
Last verified
Aug 28, 2026
Metadata fetched
Aug 28, 2026
Repository age
4 years
License
Apache-2.0

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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