brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
Explorer les Skills
Développement · SKILL.md
development-and-testing
development-and-testingUse statsmodels source-development guidance for Meson/Cython editable builds, focused pytest selection, docs and example maintenance, public API checks, docstring validation, warnings, and contributor troubleshooting.
Independent GitHub snapshot · Automated classification · Original documentation governs
Documentation de la Skill
GitHubname: development-and-testing description: "Use statsmodels source-development guidance for Meson/Cython editable builds, focused pytest selection, docs and example maintenance, public API checks, docstring validation, warnings, and contributor troubleshooting." disable-model-invocation: true metadata: disco-role: operating license: BSD 3-Clause
Development and testing
Use this sub-skill only when the user is editing, reviewing, testing, documenting, packaging, or maintaining a statsmodels source checkout. For ordinary installed-package usage, route to the statistical-modeling sub-skills instead.
Workflow
- Determine changed areas: package source, Cython extension, docs/notebooks/examples, tests, public API, warnings, or build metadata.
- Ensure the checkout is built/installed in editable mode after source or Cython changes. Source builds require compiler, Meson, Cython, NumPy/SciPy, and package dependencies.
- Run focused tests first, then broader tests only when risk justifies it. Do not run the entire suite by default for small edits.
- For docs/examples, validate code snippets and generated examples without mutating release or credential-bound tooling.
- Treat
archive/as deprecated legacy code andsandbox/as experimental unless a task explicitly targets them.
Read or run
- Read references/maintenance.md for editable install, docs/example scripts, API checks, docstring validation, and excluded release tooling.
- Read references/testing-reference.md for focused pytest commands, markers, changed-path mapping, and CI considerations.
- Read references/troubleshooting.md for build, Cython, pytest plugin, warning, and docs failures.
- Run scripts/focused_test_plan.py with changed paths to print recommended pytest targets; it does not run tests by default.
Boundaries
- Do not bundle or run release-key, deploy, or broad CI scripts from this skill.
- Do not tell a future agent to execute original
tools/scripts as runtime user workflow; this sub-skill describes when such maintainer tools exist and how to replace them with safe commands or focused checks. - Use the model sub-skills to understand behavior before editing model code.