菜单
Audit the Makefile against the tooling actually installed (ruff, pytest, mypy, etc.) and the scripts under src/<module>/, then propose missing targets or fix stale ones. Use when adding a new tool or script that should be invokable via make. Preserves user-added custom targets.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/comet-ml/cometml-cookiecutter-template --skill update-makefile命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Pull 2+ Comet experiments via the Comet MCP server (or `comet_ml.API` as fallback) and render a side-by-side markdown table of metrics and hyperparameters. Highlights the winning value per metric row. Use when the user asks to "compare", "diff", "which run won", or "baseline vs new".
Query a single Comet experiment via the Comet MCP server (or `comet_ml.API` as a fallback), fetch its metrics and parameters, and compare against thresholds (inline or from `thresholds.yaml`). Reports pass/fail per metric with a markdown table. Use when the user asks to "evaluate", "gate", or "check" a specific run before promotion.
Manage a Comet Model Registry version's status and/or tags via `scripts/registry_mutate.py`. Status is a single-value enum (None / Development / Staging / QA / Production by default; workspace-configurable). Tags are a multi-value free-form list. Confirms before mutating. Optionally gates on a passing `evaluate-run` outcome. Use when the user asks to "promote", "demote", "set status", "tag", "untag", or "retag" a model.
基于 SOC 职业分类
正在显示 SKILL.md
| name | update-makefile |
| description | Audit the Makefile against the tooling actually installed (ruff, pytest, mypy, etc.) and the scripts under src/<module>/, then propose missing targets or fix stale ones. Use when adding a new tool or script that should be invokable via make. Preserves user-added custom targets. |
Keep Makefile targets in sync with the tooling installed in pyproject.toml and the scripts under src/<module>/.
These should always exist (the cookiecutter ships them):
| Target | Command |
|---|---|
install | uv sync |
install-dev | uv sync --all-extras |
format | uv run ruff format src tests |
lint | uv run ruff check src tests |
test | uv run pytest |
train | uv run python -m <module>.train |
clean | remove caches and build artifacts |
help | print the target list |
If any of these are missing, restore them.
Inspect pyproject.toml [project.optional-dependencies] and propose additions when a tool is installed but no Makefile target exists:
| Tool present in deps | Target to add | Command |
|---|---|---|
mypy | typecheck | uv run mypy src |
bandit | security | uv run bandit -r src |
pre-commit | pre-commit | uv run pre-commit run --all-files |
mkdocs | docs / docs-serve | uv run mkdocs build / uv run mkdocs serve |
nbstripout | nb-clean | uv run nbstripout notebooks/*.ipynb |
For new training scripts: if src/<module>/eval.py or src/<module>/predict.py exists, propose make eval and make predict targets that invoke them with uv run python -m.
Makefile and pyproject.toml.Makefile in place. Update the help target to list all .PHONY targets.git add Makefile. Do not auto-stage.make foo will fail with command not found..PHONY and help when adding a new target.