菜单
Produce a concise reviewer-friendly walkthrough of a PR or diff, including changed areas, behavior, tests, and risks.
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
Reduction-ladder and minimum-diff checks the Pythinker judge subagent applies to every non-trivial diff.
Over-engineering review checklist the parent runs before declaring non-trivial code changes done.
Whole-repo audit for over-engineering and accidental complexity. Scans the entire codebase (not just a diff) and returns a ranked, read-only list of what to delete, simplify, or replace with standard-library or platform equivalents. Use when the user asks to "audit the codebase", "find bloat", "what can I delete", or wants a repo-wide simplification pass. For a diff-scoped pass use `pythinker review diff --mode deslopify` instead. One-shot report; applies no fixes.
Prescriptive frontend design guidance via the designer-skill MCP server. Use when the user asks to use designer-skill, improve UI/UX, run the anti-slop ship gate, apply a design system, or enhance pages/components with MCP-backed design references — especially for Pythinker docs and marketing surfaces with DESIGN.md/PRODUCT.md.
Author a new project-specific Pythinker subagent (a specialist like "migration-reviewer" or "api-contract-checker") with a correct spec, a persona-rich system prompt, and a structured output contract. Use when the user wants to create, scaffold, or design a custom agent / subagent, or asks how Pythinker agent YAML / markdown agent files, tool scoping, or the extend-inheritance schema work.
Edit Pythinker's own configuration — agent YAML specs and extend-inheritance, the permission profiles that gate tools, plugin.json, and hook lifecycle events. Use ONLY when the user wants to configure, customize, or extend Pythinker itself (its agents, permissions, plugins, or hooks). For authoring a new agent use agent-creator; for authoring a skill use skill-creator; for general usage Q&A use pythinker-code-help.
| name | pr-walkthrough |
| description | Produce a concise reviewer-friendly walkthrough of a PR or diff, including changed areas, behavior, tests, and risks. |
Use when the user asks for a walkthrough, summary, reviewer guide, or explanation of a PR/diff/branch.
SUMMARY
CHANGED AREAS
READING ORDER
BEHAVIOR CHANGES
TESTS / VERIFICATION
RISKS / OPEN QUESTIONS