Activates on any Python task involving *.py files, uv, ruff, ty, pytest, or pyproject.toml — loads the shared Python 3.11+ standards and routes the task to the specialist skill that applies them: TDD, CLI, web, data, async, typing, packaging, publishing, documentation sites, test design, test-failure analysis, or stdlib-only constrained environments.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Load python-engineering:standards-for-python-development first. It holds every rule this plugin
enforces — typing and the Any boundary policy, architecture and SOLID, error handling, security,
performance, identifier naming, script dependencies, Rich/Typer output, testing, and tooling
defaults. This skill routes the task to the specialist that applies them.
python3-typing picks the lane from the project's requires-python floor and the dependencies
already installed. references/typing-matrix.md shows each lane's imports and boundary shape;
references/python311-features.md through references/python314-features.md list what each
version adds.
Load a skill only when the task clearly matches it.
| Task | Load |
|---|---|
| Test-driven development, red-green-refactor, tests before implementation | python3-tdd |
| Designing a test suite — coverage strategy, test pyramid, fixture hierarchy, mutation plan | python3-test-design |
| Deciding whether a failing test is a genuine bug or a test defect | analyze-test-failures |
| Resetting the investigation approach to a test failure — dual-hypothesis protocol, red flags | test-failure-mindset |
| Auditing a whole suite — coverage, isolation, mock usage, naming, completeness | comprehensive-test-review |
| Typer/Rich CLI tools, progress bars, terminal output | python3-cli |
| FastAPI, Starlette, Django, Flask | python3-web |
| pandas, numpy, scipy, jupyter, data pipelines | python3-data |
| async/await, asyncio, concurrent I/O, task scheduling | async-python-patterns |
| Adding a feature to an existing project — discovery, MoSCoW, TDD, integration, verification | python3-add-feature |
| Writing a structured feature task file with phases and acceptance criteria | create-feature-task |
| Package metadata and build targets — pyproject.toml, build backend, entry points | python3-packaging |
| Publishing to PyPI or cutting a release — CI workflows, trusted publishing, TestPyPI | python3-publish-release-pipeline |
| uv, Hatchling, ty, pre-commit, TOML editing | python3-tools |
| A documentation site with MkDocs or the Material theme | mkdocs |
| A confirmed restriction blocking dependency installation — airgapped, no uv, no internet | python3-stdlib-only |
| Broad Python quality/modernization audit of a PR, diff, staged/unstaged changes, file, or directory | python-quality-audit |
| Broad task classification is not enough to pick from this table | specialist-skill-routing |
Manual entrypoints: /python-engineering:python-quality-audit (fan-out quality/modernization audit), /python-engineering:review (bounded conventional code review), /python-engineering:cleanup
(progressive quality improvement), /python-engineering:lint (deterministic checks),
/python-engineering:debug (structured debugging).
| File | Contents |
|---|---|
references/PEP723.md | Inline script metadata — block syntax, shebang form, splitting a script across files |
references/typing-matrix.md | Typing lane per Python version and available dependencies |
references/python311-features.md … python314-features.md | What each Python version adds |
references/modern-modules.md | Vetted Python 3.11+ modules by use case |
references/tool-library-registry.md | Tool, library, and framework registry with pyproject.toml template variables |
references/python-development-orchestration.md | Orchestrating a Python task across the specialist agents |
references/user-project-conventions.md | Conventions extracted from production projects |
Templates at ${CLAUDE_PLUGIN_ROOT}/skills/python3-core/assets/:
version.py — dual-mode version managementhatch_build.py — build hook templateexample.pre-commit-config.yaml — standard git hooks.editorconfig — editor formatting还没有评价。欢迎分享你的使用感受。
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Add automated documentation updater to any Claude skill. Creates a Python sync script that downloads upstream docs, processes markdown for AI consumption, and maintains local cache with configurable refresh. Collects template variables, then delegates implementation through 5-phase workflow. Use when adding auto-updating reference documentation to plugins or skills.
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SAM-style feature initiation workflow — discovery through codebase analysis, architecture spec, task decomposition, validation, and context manifest. Use when a user asks to add a feature, plan a feature, or convert an idea into an executable SAM plan.
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Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
中文简介正在准备中。当前显示原文说明。
Browser automation for AI agents using the agent-browser CLI and Playwright. Use when navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, logging into sites, or automating any browser task. Triggers on "open a website", "fill out a form", "click a button", "scrape data", "test this web app", "automate browser actions", or any programmatic web interaction request.
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Runs the description-drift experiment — spawns all Claude Code agents simultaneously to collect self-reported capabilities, then compares them against static frontmatter descriptions to reveal how reliable orchestrator routing based on descriptions actually is. Use when measuring description drift across the agent fleet, re-running the capability collection experiment, analyzing a specific agent's self-reported capabilities, or auditing whether frontmatter descriptions accurately reflect agent behavior.
中文简介正在准备中。当前显示原文说明。
Create or adapt Claude Code agent definitions. Use when creating an agent, changing subagent configuration, selecting agent scope, or designing a specialized delegation role.
中文简介正在准备中。当前显示原文说明。