Kedro Babysit
kedro-org/kedro
Run Kedro's local lint / format / type-check / tests on changed files (uses the project's pre-commit hooks, ruff, mypy, pytest, lint-imports, detect-secrets, Make targets — in the right venv), or…
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
Install Ruff Recursive Fix
$ npx skills add github/awesome-copilot --skill ruff-recursive-fix -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/awesome-copilot ruff-recursive-fix --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ruff-recursive-fix .claude/skills/ruff-recursive-fix && rm -rf skills-srcUse ~/.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/
Install the "ruff-recursive-fix" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fix into .claude/skills/ruff-recursive-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruff-recursive-fix", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fixType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add github/awesome-copilot --skill ruff-recursive-fix -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/awesome-copilot ruff-recursive-fix --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ruff-recursive-fix .agents/skills/ruff-recursive-fix && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ruff-recursive-fix" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fix into .agents/skills/ruff-recursive-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruff-recursive-fix", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill ruff-recursive-fix -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/awesome-copilot ruff-recursive-fix --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ruff-recursive-fix .cursor/skills/ruff-recursive-fix && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ruff-recursive-fix" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fix into .cursor/skills/ruff-recursive-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruff-recursive-fix", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/github/awesome-copilot.git --path skills/ruff-recursive-fix--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add github/awesome-copilot --skill ruff-recursive-fix -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/awesome-copilot ruff-recursive-fix --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ruff-recursive-fix .gemini/skills/ruff-recursive-fix && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ruff-recursive-fix" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fix into .gemini/skills/ruff-recursive-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruff-recursive-fix", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install github/awesome-copilot ruff-recursive-fixInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add github/awesome-copilot --skill ruff-recursive-fix -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ruff-recursive-fix .github/skills/ruff-recursive-fix && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ruff-recursive-fix" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fix into .github/skills/ruff-recursive-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruff-recursive-fix", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill ruff-recursive-fix -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/awesome-copilot ruff-recursive-fix --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ruff-recursive-fix .opencode/skills/ruff-recursive-fix && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ruff-recursive-fix" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruff-recursive-fix into .opencode/skills/ruff-recursive-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruff-recursive-fix", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ruff-recursive-fix- GitHub stars
- 40k
- Used in
- 1 other repo
- Token cost
- ~1.5k tokens
- SKILL.md length
- 745 words
- Files
- 1
- Skills in repo
- 417
- Repo updated
- First seen
- Licence
- MIT
At a glance
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
- Works in 8 steps: Resolve Ruff Runner → Baseline Analysis → Safe Autofix Pass → …
- Tasks that involve Linting and formatting
- SKILL.md covers Overview, Inputs, Command Construction and Workflow, plus 3 more sections
- Calls python, uv and ruff
What it does
Ruff Recursive Fix is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Linting and formatting. It works with Ruff and Python. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.
When your agent uses it
- Tasks that involve Linting and formatting
Example prompts
- “/ruff-recursive-fix”
Requirements
- Python 3
Workflow steps
8 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 727ff2e. 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
Shell commands in SKILL.md call:
pythonuvruffpipx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv and pipx, which can reach the network depending on how they are called.
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
Ruff Recursive Fix loads about 1.5k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 745 words of instructions outside code blocks.
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
The full file from github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 745 words, ~1,549 tokens.
Download SKILL.mdSave it as
.claude/skills/ruff-recursive-fix/SKILL.md (or your agent's skills folder).- name
- ruff-recursive-fix
- description
- Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
Ruff Recursive Fix
Overview
Use this skill to enforce code quality with Ruff in a controlled, iterative workflow. It supports:
- Optional scope limitation to a specific folder.
- Default project settings from
pyproject.toml. - Flexible Ruff invocation (
uv, directruff,python -m ruff, or equivalent). - Optional per-run rule overrides (
--select,--ignore,--extend-select,--extend-ignore). - Automatic safe then unsafe autofixes.
- Diff review after each fix pass.
- Recursive repetition until findings are resolved or require a decision.
- Judicious use of inline
# noqaonly when suppression is justified.
Inputs
Collect these inputs before running:
target_path(optional): folder or file to check. Empty means whole repository.ruff_runner(optional): explicit Ruff command prefix (for exampleuv run,ruff,python -m ruff,pipx run ruff).rules_select(optional): comma-separated rule codes to enforce.rules_ignore(optional): comma-separated rule codes to ignore.extend_select(optional): extra rules to add without replacing configured defaults.extend_ignore(optional): extra ignored rules without replacing configured defaults.allow_unsafe_fixes(default: true): whether to run Ruff unsafe fixes.ask_on_ambiguity(default: true): always ask the user when multiple valid choices exist.
Command Construction
Build Ruff commands from inputs.
0. Resolve Ruff Runner
Determine a reusable ruff_cmd prefix before building commands.
Resolution order:
- If
ruff_runneris provided, use it as-is. - Else if
uvis available and Ruff is managed throughuv, useuv run ruff. - Else if
ruffis available onPATH, useruff. - Else if Python is available and Ruff is installed in that environment, use
python -m ruff. - Else use any project-specific equivalent that invokes installed Ruff (for example
pipx run ruff), or stop and ask the user.
Use the same resolved ruff_cmd for all check and format commands in the workflow.
Base command:
<ruff_cmd> checkFormatter command:
<ruff_cmd> formatWith optional target:
<ruff_cmd> format <target_path>Add optional target:
<ruff_cmd> check <target_path>Add optional overrides as needed:
--select <codes>
--ignore <codes>
--extend-select <codes>
--extend-ignore <codes>Examples:
# Full project with defaults from pyproject.toml
ruff check
# One folder with defaults
python -m ruff check src/models
# Override to skip docs and TODO-like rules for this run
uv run ruff check src --extend-ignore D,TD
# Check only selected rules in a folder
ruff check src/data --select F,E9,IWorkflow
1. Baseline Analysis
- Run
<ruff_cmd> checkwith the selected scope and options. - Classify findings by type:
- Autofixable safe.
- Autofixable unsafe.
- Not autofixable.
- If no findings remain, stop.
2. Safe Autofix Pass
- Run Ruff with
--fixusing the same scope/options. - Review resulting diff carefully for semantic correctness and style consistency.
- Run
<ruff_cmd> formaton the same scope. - Re-run
<ruff_cmd> checkto refresh remaining findings.
3. Unsafe Autofix Pass
Run only if findings remain and allow_unsafe_fixes=true.
- Run Ruff with
--fix --unsafe-fixesusing the same scope/options. - Review resulting diff carefully, prioritizing behavior-sensitive edits.
- Run
<ruff_cmd> formaton the same scope. - Re-run
<ruff_cmd> check.
4. Manual Remediation Pass
For remaining findings:
- Fix directly in code when there is a clear, safe correction.
- Keep edits minimal and local.
- Run
<ruff_cmd> formaton the same scope. - Re-run
<ruff_cmd> check.
Show full SKILL.md (303 more words)Show less
5. Ambiguity Policy
If there are multiple valid solutions at any step, always ask the user before proceeding. Do not choose silently between equivalent options.
6. Suppression Decision (# noqa)
Use suppression only when all conditions are true:
- The rule conflicts with required behavior, public API, framework conventions, or readability goals.
- Refactoring would be disproportionate to the value of the rule.
- The suppression is narrow and specific (single line, explicit code when possible).
Guidelines:
- Prefer
# noqa: <RULE>over broad# noqa. - Add a brief reason comment for non-obvious suppressions.
- If two or more valid outcomes exist, always ask the user which option to prefer.
7. Recursive Loop and Stop Criteria
Repeat steps 2 to 6 until one of these outcomes:
<ruff_cmd> checkreturns clean.- Remaining findings require architectural/product decisions.
- Remaining findings are intentionally suppressed with documented rationale.
- Repeated loop makes no progress.
Each loop iteration must include <ruff_cmd> format before the next <ruff_cmd> check.
When no progress is detected:
- Summarize blocked rules and affected files.
- Present valid options and trade-offs.
- Ask the user to choose.
Quality Gates
Before declaring completion:
- Ruff returns no unexpected findings for the chosen scope/options.
- All autofix diffs are reviewed for correctness.
- No suppression is added without explicit justification.
- Any unsafe fix with possible behavioral impact is highlighted to the user.
- Ruff formatting is executed in every iteration.
Output Contract
At the end of execution, report:
- Scope and Ruff options used.
- Number of iterations performed.
- Summary of fixed findings.
- List of manual fixes.
- List of suppressions with rationale.
- Remaining findings, if any, and required user decisions.
Suggested Prompt Starters
- "Run ruff-recursive-fix on the whole repo with default config."
- "Run ruff-recursive-fix only on src/models, ignore DOC rules."
- "Run ruff-recursive-fix on tests with select F,E9,I and no unsafe fixes."
- "Run ruff-recursive-fix on src/data and ask me before adding any noqa."
© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/ruff-recursive-fix of github/awesome-copilot.
Open the folder on GitHubat commit 727ff2e
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Ruff Recursive Fix 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ruff Recursive Fix this skillgithub/awesome-copilot | 40k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Kedro Babysitkedro-org/kedro | 11k | — | ~4k | Automated safety check: Pass | Custom licence | |
| Saleor Commit Workflowsaleor/saleor | 23k | — | ~575 | Automated safety check: Pass | BSD-3-Clause | |
| Update Dependenciesalorence/django-modern-rpc | 111 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Align Recipe pyproject.tomlgoogle/adk-recipes | 10k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Ruffastral-sh/claude-code-plugins | 314 | — | ~992 | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Ruff Recursive Fix
What does Ruff Recursive Fix do?
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions. Ruff Recursive Fix is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
When should I use Ruff Recursive Fix?
Ruff Recursive Fix fits situations like: tasks that involve Linting and formatting.
How do I install Ruff Recursive Fix in Claude Code?
Run `npx skills add github/awesome-copilot --skill ruff-recursive-fix -a claude-code`. Or copy the skill folder (skills/ruff-recursive-fix in github/awesome-copilot) into .claude/skills/ruff-recursive-fix in your project. Claude Code loads it when a task matches its description.
How do I install Ruff Recursive Fix in Codex?
Run `npx skills add github/awesome-copilot --skill ruff-recursive-fix -a codex`. Or copy the skill folder (skills/ruff-recursive-fix in github/awesome-copilot) into .agents/skills/ruff-recursive-fix in your project. Codex loads it when a task matches its description.
Can I use Ruff Recursive Fix 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 github/awesome-copilot --skill ruff-recursive-fix -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ruff-recursive-fix, .gemini/skills/ruff-recursive-fix, .github/skills/ruff-recursive-fix and .opencode/skills/ruff-recursive-fix in your project.
What does Ruff Recursive Fix need to run?
Going by SKILL.md and its folder, Ruff Recursive Fix needs the command-line tools its instructions call (python, uv, ruff and pipx). Our summary lists: Python 3.
Does Ruff Recursive Fix access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Ruff Recursive Fix 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 Ruff Recursive Fix use?
Ruff Recursive Fix is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ruff Recursive Fix use?
About 1.5k tokens (SKILL.md is roughly 6.2k 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 Ruff Recursive Fix?
Skills that share tags, products or a category with Ruff Recursive Fix: Kedro Babysit (kedro-org/kedro, 11k stars), Saleor Commit Workflow (saleor/saleor, 23k stars), Update Dependencies (alorence/django-modern-rpc, 111 stars) and Align Recipe pyproject.toml (google/adk-recipes, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ruff Recursive Fix?
github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.
Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.