菜单
Prepare context handoff when running low. Checks off completed todos in active doc, summarizes remaining work in Plan Mode, and prompts user to /clear.
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
Use when working with datasets, creating data directories, or building descriptive statistics notebooks. Triggers on data loading, dataset setup, or exploratory data analysis tasks.
Use when creating, editing, or executing Jupyter notebooks (.ipynb files). Covers jupytext pairing, notebook execution, and output verification.
Use when creating plots, charts, or visualizations with matplotlib or seaborn. Defines plotting style standards.
Review a session plan for scope creep and unnecessary complexity before execution begins. Combines scope-check and simplicity-audit. Run after Plan Mode, before any code is written.
Use before any creative work — creating features, building components, adding functionality, or modifying behavior. Explores intent, requirements, and design before implementation.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
| name | handoff |
| description | Prepare context handoff when running low. Checks off completed todos in active doc, summarizes remaining work in Plan Mode, and prompts user to /clear. |
| argument-hint | ["active-doc-name"] |
| disable-model-invocation | true |
| allowed-tools | Read, Write, Edit, Bash(git *), Bash(find *), Glob, Grep |
Prepare a clean context handoff for the next session.
Find the current active doc
$ARGUMENTS is provided, find the matching doc in agent_dev/active/ (match by name substring)agent_dev/active/ for .md filesCheck off completed todos
git log --oneline -20 and git diff HEAD~5 --stat to see what was done[ ] → [x]) for completed itemsCommit progress
git add agent_dev/active/
git commit -m "chore: handoff - update progress"
Enter Plan Mode
Instruct the user
/clear to start a fresh session."