skills/python/python-tooling/SKILL.md
Configure Python tooling, dependency surfaces, static analysis, and verification gates. Use when editing `pyproject.toml`, `requirements.txt`, `pytest.ini`, `ruff`, `pyright`, CI, or Python release checks.
npx skillsauth add hoangnguyen0403/agent-skills-standard python-toolingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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ruff for lint plus import hygiene; use pyright or basedpyright for type feedback.pytest plus python -m compileall for runtime Python changes.ruff check.pyright or basedpyright where configured.python -m compileall -q ... for changed runtime trees.testing
Infer the requesting operator's technical fluency from message content (never ask directly) and adapt register — business, hybrid, or technical — across SDLC workflow output. Use when starting sdlc, brainstorm-feature, plan-feature, verify-work, publish-notes, or session-report, or whenever a request's phrasing signals a non-technical or cross-stack operator.
documentation
Define transaction boundaries, locking, and consistency guarantees for multi-step writes. Use when designing atomic operations, retries, idempotency, or concurrent write behavior.
development
Design relational or document schemas from access patterns, cardinality, and lifecycle. Use when modeling entities, choosing embed vs normalize, or shaping schema boundaries before implementation.
data-ai
Diagnose database latency with explain plans, index ownership, and query-shape review. Use when a query is slow, an index is missing, or scans and N+1 patterns appear.