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Answers questions about the Python quality methodology — why tools are chosen, how thresholds work, what each dimension covers, and how hooks interact. Use when user asks "why this tool", "what does the quality gate do", "how are thresholds set", or any Python methodology question.
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。
基于 SOC 职业分类
| name | python-explain |
| description | Answers questions about the Python quality methodology — why tools are chosen, how thresholds work, what each dimension covers, and how hooks interact. Use when user asks "why this tool", "what does the quality gate do", "how are thresholds set", or any Python methodology question. |
| metadata | {"version":"1.0.0","author":"Ondrej (Ondra) Krajicek, me@ondrejkrajicek.com"} |
Read-only — does not modify any files.
skills/shared/references/explain-pattern.md — shared answer format and behaviorskills/shared/references/methodology-framework.md — shared principles, hook architectureskills/python-setup/references/methodology.md — Python-specific dimensions, rationale, adaptation rulesskills/python-setup/references/analysis-checklist.md — how projects are analyzed"Why ruff instead of flake8?" → Dimension 2. Ruff is orders of magnitude faster, replaces flake8+isort+pyupgrade in a single tool, supports pyproject.toml natively.
"What's the coverage threshold?" → Dimension 1. 95% default; 80% for new projects (<500 LOC); legacy: start at current.
"Should I use all 9 dimensions?" → Principles: incremental adoption. Start with testing + linting, add incrementally.
"How does the quality gate work?" → Hook Architecture in methodology-framework.md. Fail-fast, exit code 2, automatic fix cycle.
"Why is there a style-guide check?" → Optional for CLI projects using click/typer. No ASCII splitter lines, styled headings.
"How do I disable a check?" → Each check has a [check:*] comment marker. Delete the run_check block.
Iterate a feature branch to a clean Copilot review — stage/commit/push, open or update the PR, request a GitHub Copilot code review, wait for the review to land, address each comment with a code fix, push, re-request, and loop until Copilot returns no new comments. Use when user says "copilot review loop", "iterate with copilot", "copilot loop", "merge with copilot", "ship with copilot review", "auto-fix copilot comments", "loop until copilot is happy", or wants automated PR iteration driven by Copilot's feedback.
Analyzes a git-managed Obsidian vault and configures 7-dimension quality methodology including hooks, quality gate, CLAUDE.md, and GitHub Actions workflows. Use when user says "set up vault quality", "configure obsidian", "vault setup", "obsidian quality", or wants to apply quality standards to an Obsidian vault.
Bridge GitHub issues to development workflow — create branches, start work, check status. Use when user says "start working on issue
Analyzes a .NET/C# project and configures 9-dimension quality methodology including hooks, CI, and tool configs. Use when user says "set up quality tools", "configure analyzers", "add CI pipeline", "dotnet quality", or wants to apply coding standards to a .NET project.
Analyzes a Neovim Lua plugin and configures 9-dimension quality methodology including hooks, CI, and tool configs. Use when user says "set up quality tools", "configure linting", "add CI pipeline", "neovim lua quality", or wants to apply coding standards to a Neovim Lua plugin.
Analyzes a Python project and configures 9-dimension quality methodology including hooks, CI, and tool configs. Use when user says "set up quality tools", "configure linting", "add CI pipeline", "python quality", or wants to apply coding standards to a Python project.