Purpose
Configure Ruff as the single linter and formatter for a Python package — replacing
Black, Flake8 (+ plugins), isort, and pyupgrade — with an explicit rule set in
pyproject.toml, then drive ruff check and ruff format --check to a clean exit.
Covers fresh setup, migration from the legacy stack, rule tuning, and fixing lint or
format failures. Every command below runs in the user's package repository.
When NOT to use
- Type errors / mypy / pyright / ty — Ruff performs no type inference;
ANNrules only police annotation style. The python-typing skill, if installed, owns this. - Pre-commit wiring (
.pre-commit-config.yaml, hook rev pinning, staged-file runs) — the python-precommit skill. This skill only defines what Ruff should do. - CI workflow YAML (GitHub Actions jobs, matrices, caching) — the python-ci skill. This skill supplies the commands a CI job should run, not the workflow.
- Formatting YAML / JSON / TOML / Markdown prose — Ruff formats Python (including, since 0.16, Python code fences inside Markdown) and nothing else, by deliberate maintainer decision (astral-sh/ruff#10738); the python-precommit skill covers non-Python files.
- Running Ruff automatically on agent edits (Claude Code hooks) — the agent-guardrails skill.
Workflow
1. Inspect before touching anything
ls .flake8 .isort.cfg setup.cfg tox.ini ruff.toml .ruff.toml 2>/dev/null
grep -nE '^\[tool\.(ruff|black|isort)|^\[flake8\]|^\[isort\]' pyproject.toml setup.cfg tox.ini 2>/dev/null
grep -n 'requires-python' pyproject.toml
Pick the path: fresh setup (steps 2–3), migration off Black/Flake8/isort (step 5), tuning an existing config (step 4), or fixing a red lint gate (step 6).
2. Install a pinned Ruff
uv add --dev "ruff==0.16.6" # example pin — check the latest release and pin that
# one-off, no project change:
uvx --from 'ruff==0.16.6' ruff check .
No-uv fallback (once, applies to every command below): python -m pip install 'ruff==0.16.6' and drop the uv run prefix.
Why pin — formatter output and the rule catalog change between minor releases:
0.15 shipped a "2026 style guide" that changed lambda and empty-line formatting
(astral.sh/blog/ruff-v0.15.0), and 0.16
(2026-07-23) grew the default rule set from 59 to 413 rules while dropping 18
E/F codes from it, so an unconfigured repo's findings changed overnight
(astral.sh/blog/ruff-v0.16.0). An unpinned
Ruff makes local, teammate, and CI runs disagree — the top reported lint-workflow
failure. Optionally enforce the pin in config with
required-version = "0.16.6" under [tool.ruff]. Note that uv format
(experimental since uv 0.8.13) runs a Ruff it bundles itself, so its version can
differ from the project's pin — keep ruff in dev dependencies as the source of
truth and treat uv format as a convenience wrapper.
3. Write the config (fresh setup)
All Ruff config lives in pyproject.toml. Keep exactly one config file — a
ruff.toml next to a [tool.ruff] section is a recipe for confusion. Starter:
[tool.ruff]
target-version = "py311" # lowest Python you support; gates UP rewrites
line-length = 88
extend-exclude = ["migrations"] # generated code, if any
[tool.ruff.lint]
select = [
"E", "W", # pycodestyle
"F", # pyflakes
"I", # isort (import sorting)
"UP", # pyupgrade
"B", # flake8-bugbear
"C4", # flake8-comprehensions
"SIM", # flake8-simplify
"RUF", # Ruff-specific rules
]
ignore = ["E501"] # line length is the formatter's job
[tool.ruff.lint.per-file-ignores]
"tests/**/*.py" = ["S101"] # assert is fine in tests (relevant once S is on)
"__init__.py" = ["F401"] # re-exports
[tool.ruff.lint.isort]
known-first-party = ["yourpackage"]
[tool.ruff.format]
quote-style = "double"
docstring-code-format = true # formats Python snippets inside docstrings
Non-obvious decisions baked into this block:
- Never rely on Ruff's default rule set. Before 0.16 it was
E4/E7/E9F(59 rules, less than a Flake8+plugins stack); since 0.16 it is 413 rules acrossB,UP,SIM,PLand more, with 18 formerE/Fdefaults removed — a repo withoutselectgets a different gate on every upgrade.selectreplaces the default set, so an explicit list freezes it;select = ["E4", "E7", "E9", "F"]reproduces the pre-0.16 baseline if a team wants exactly that.
ignore = ["E501"]whenever the formatter is enabled —ruff formatalready wraps atline-length; linting it too double-reports on lines the formatter cannot break (URLs, long strings).target-versiongatesUP(pyupgrade) rewrites. If unset, Ruff falls back toproject.requires-python; if that is also absent it assumes py310, and autofixes can emit syntax that crashes older supported runtimes.- Avoid
select = ["ALL"]— it silently enables every new rule on every Ruff upgrade, breaking checks unpredictably. Official guidance is to start narrow and grow one category at a time (docs.astral.sh/ruff/linter/).
Deeper rule catalog, tier strategy, and sub-table options (isort, pydocstyle,
bugbear): references/rule-selection.md.
4. Tune an existing config
- Noise in one area (tests, scripts, notebooks) → scope it with
[tool.ruff.lint.per-file-ignores]; never delete the rule fromselectglobally because tests complain. Common:"tests/**/*.py" = ["S101", "PLR2004"],"scripts/*" = ["T201"]. - A single intentional violation →
# noqa: <CODE>with the specific code and a short reason. Bare# noqahides every rule on the line. - Codes from non-Ruff tools in
# noqacomments (custom Flake8 plugin) → declareexternal = ["XX"]in[tool.ruff.lint], orRUF100strips those comments on the next--fix. - Widen coverage one prefix at a time (
"S","PT","PTH", …), runuv run ruff check .after each addition, and fix or scope before adding more. - Sanity-check the result:
python3 "${CLAUDE_SKILL_DIR}/scripts/check_ruff_config.py" --root .(read-only; flags E501 double-reporting,ALL, formatter-conflicting rules, leftover legacy configs, missing target-version).
5. Migrate from Black / Flake8 / isort
Full mapping tables (commands, config keys, Flake8-plugin→prefix) and the
large-legacy-codebase strategy: references/migration.md. The sequence:
- Translate config first.
[tool.black]→[tool.ruff]+[tool.ruff.format],[tool.isort]/.isort.cfg→[tool.ruff.lint.isort](kebab-case keys),.flake8→select/ignore/per-file-ignores. Ruff never reads[tool.black]or.flake8— anything not translated is silently lost. - Check plugin parity. For each Flake8 plugin in use, confirm a Ruff prefix
exists (table in the reference). A business-critical plugin with no equivalent
→ hybrid: keep Flake8 scoped to that plugin, add its codes to
external = [...]. - One-time cleanup as its own reviewed commit, before any gate is switched:
Review the diff — Ruff's formatter is close to Black on large codebases but not byte-identical; deviations are documented at docs.astral.sh/ruff/formatter/black/. For a large reformat, record the commit inuv run ruff check . --fix && uv run ruff format ..git-blame-ignore-revs. - Retire the old stack in the same PR: remove black/flake8/isort (and their
plugins) from dev dependencies; delete
.flake8,.isort.cfg,[tool.black],[tool.isort]. Two active formatters will fight over the same lines (astral-sh/ruff#1307). - Tell the user to repoint whatever invoked the old tools — pre-commit hooks
(python-precommit skill) and CI jobs (python-ci skill). Provide only the
commands:
ruff check .andruff format --check ..
An existing Black+Flake8 setup that works and hurts nobody is a valid reason to not migrate — churn has cost. Migrate when there is friction (speed, config sprawl, plugin abandonment), not for fashion.
6. Fix lint / format failures
uv run ruff check . --fix # 1. autofix what's safe
uv run ruff format . # 2. THEN format — fixes can leave code needing reformat
uv run ruff check . # 3. see what's left; --fix exiting clean != zero violations
Order matters: --fix rewrites imports/comprehensions that then need reformatting.
For what remains:
- Fix the code. Reach for suppressions only when the violation is intentional, and
then the narrowest one: specific
# noqa: <CODE>> per-file-ignores > globalignore. Never make a red gate green by deleting rules fromselect. - Some fixes are deliberately held back as unsafe (could change behavior). Review
them explicitly with
uv run ruff check . --fix --unsafe-fixes --diffbefore applying. - In GitHub Actions logs,
uv run ruff check . --output-format=githubemits file/line annotations on the PR (the workflow YAML itself is python-ci territory).
7. Verify done
uv run ruff check . && uv run ruff format --check . && echo LINT-OK
python3 "${CLAUDE_SKILL_DIR}/scripts/check_ruff_config.py" --root .
Output spec
Done means all of:
pyproject.tomlhas[tool.ruff]with an explicitselect,E501ignored while the formatter is in use, and a resolvedtarget-version(orrequires-python).- Ruff pinned in dev dependencies (and optionally
required-versionin config). uv run ruff check .anduv run ruff format --check .both exit 0.- No leftover
.flake8/.isort.cfg/[tool.black]/[tool.isort], and no black/flake8/isort in dev dependencies (unless the documented hybrid pattern). - Migrations: the mechanical reformat isolated in its own commit; suppressions carry rule codes and reasons.
scripts/check_ruff_config.pyreports 0 errors.
Failure modes & gotchas
| Symptom | Cause | Fix |
|---|---|---|
| Ruff installed but finds too little (pre-0.16) or floods CI after an upgrade (0.16+) | Running on the default rule set, which changed from E+F to 413 rules in 0.16 |
Write an explicit select (step 3) — it replaces the defaults, so upgrades stop moving the gate |
| E501 violations the formatter refuses to fix | Linter and formatter both own line length | ignore = ["E501"]; the formatter wraps what it can |
| Routine Ruff upgrade suddenly fails checks | select = ["ALL"] auto-enables new rules |
Explicit select; pin the Ruff version |
| Formatter and linter fight (commas, quotes, indentation) | COM812/COM819, Q000–Q004, D203/D206/D300, W191, E111/E114/E117 (and ISC002 without ISC001 + allow-multiline = false) conflict with ruff format |
Drop them from select/add to ignore — see conflicting rules |
--fix deletes # noqa: XY123 comments |
RUF100 treats unknown codes as unused suppressions |
external = ["XY"] in [tool.ruff.lint] |
| Autofix emits syntax that breaks the oldest supported Python | No target-version / requires-python → py310 assumed |
Set target-version to the real minimum |
| Excluded files still linted when paths are passed one-by-one | Explicit file args bypass exclude (ruff#9585) |
Use per-file-ignores for must-hold rules; hook-layer wiring belongs to python-precommit |
ruff check --fix exits clean, CI still red |
Only safe fixes auto-apply; the rest still report | Re-run plain check; fix manually or review --unsafe-fixes --diff |
| Files keep flip-flopping between formats | Black (or an IDE Black plugin) still active alongside Ruff | One formatter only — remove Black, update editor settings |
Old .flake8 / [tool.black] settings "stopped working" |
Ruff never reads them | Translate into [tool.ruff], then delete the originals |
| Passes locally, fails elsewhere | Version drift across dev/CI/hooks | Same pinned version everywhere; required-version makes mismatch a hard error |
| Expected Ruff to format YAML/Markdown/TOML | Python-only by design; since 0.16 Python code fences in Markdown are formatted by default (opt out with fmt: off comments or extend-exclude) |
python-precommit skill covers non-Python formatting; scope Prettier/mdformat so they do not fight Ruff on fenced Python |
| First CI run after adding Ruff fails hard | No local cleanup pass before wiring the gate | Run step 6 locally, commit, then gate |
ruff check green but diffs look unformatted |
Lint and format are separate concerns — check doesn't verify formatting |
Always run both gates (step 7) |
Bundled resources
references/rule-selection.md— rule-prefix→origin map, tiered adoption strategy,selectvsextend-selectvsALLtrade-offs, per-file-ignore conventions, isort/pydocstyle/bugbear sub-tables, fix-safety knobs.references/migration.md— old-command→Ruff mapping, Black/isort/Flake8 config key translation, Flake8-plugin→prefix table, custom-plugin hybrid, incremental adoption for large legacy codebases.scripts/check_ruff_config.py— read-only config sanity checker; exits non-zero on findings. Runpython3 "${CLAUDE_SKILL_DIR}/scripts/check_ruff_config.py" --root <repo>(--strictto fail on warnings too).