菜单
Generate a pull request title and description from the current branch's commits. Produces a concise summary, optional feature highlights, and collapsible technical details.
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 | create-pr |
| description | Generate a pull request title and description from the current branch's commits. Produces a concise summary, optional feature highlights, and collapsible technical details. |
Generate a pull request title and description that's scannable, informative, and has just enough personality to feel human.
Run these commands to build a complete picture before writing anything:
# Commit overview
git log main..HEAD --oneline --stat
# Full diff stat for file-level scope
git diff main..HEAD --stat
# Actual code changes — read the diff, don't just skim filenames
git diff main..HEAD
If the full diff is too large, diff individual areas (backend routes, frontend, storage, etc.) in batches. You must understand what the code actually does, not just which files were touched.
Write the file to .pr/YYYY-MM-DD.md (using today's date). Create the .pr/ directory if it doesn't exist. If a file for today's date already exists, append a counter: YYYY-MM-DD-2.md, YYYY-MM-DD-3.md, etc.
The structure depends on whether the PR introduces user-facing features or is purely internal (refactors, bug fixes, infra).
# <Title>
<2-3 sentence summary>
### Highlights
- Highlight 1
- Highlight 2
- ...
<details>
<summary>Technical changes</summary>
- Detail 1
- Detail 2
- ...
</details>
# <Title>
<2-3 sentence summary>
<details>
<summary>Technical changes</summary>
- Detail 1
- Detail 2
- ...
</details>
Omit the Highlights section entirely for internal-only PRs — don't force it.
SchedulerService gains a timezone attribute".backtick code references for identifiers, plain text for descriptions.get_or_create_chat fixed by moving creation inside the lookup session" is good. "Fix database issues" is not.Add new REST API endpoints to CachiBot's FastAPI backend following the project's conventions. Use this skill when adding API routes, endpoints, or REST resources — e.g., "add an API for reminders", "create a CRUD endpoint for bookmarks".
Create new frontend views and components for CachiBot's React+TypeScript UI with Zustand state management. Use this skill when building new pages, views, panels, or major UI components — e.g., "add a dashboard view", "create a logs panel", "build a new settings tab".
Add a complete full-stack entity to CachiBot spanning database table, repository, Pydantic models, API routes, TypeScript types, API client, and Zustand store. Use this skill when adding a new data entity or resource that needs persistence and CRUD across the entire stack — e.g., "add bookmarks", "add a reminders system", "create a templates feature".
Create new CachiBot agent plugins (tools) following the project's capability-gated plugin architecture. Use this skill when adding a new tool, capability, or plugin to the CachiBot agent system — e.g., "add a translate tool", "create a web scraping plugin", "add a new capability".
Add new WebSocket message types and event handlers to CachiBot's real-time streaming system. Use this skill when adding new real-time events, live updates, or bidirectional WebSocket communication — e.g., "add live progress events", "stream file upload status", "add approval request events".
Run a full-codebase audit of CachiBot using 8 parallel review agents (DRY, Security, API, Data, Frontend, Tests, State, Observability). Each agent reports findings with file paths and line numbers, compiled into a dated report.