wrap_up_session
End a conversation by extracting lessons, decisions, and playbook drafts from the summary. Optionally save or update a project snapshot with folder, title, and tech stack details.
Instructions
会话结束一键收尾：自动提取知识、操作流程并保存项目快照。 / Wrap up a session in one step: extract knowledge, detect playbooks, and save a project snapshot.
**Lifecycle: session-end** — 对话结束时调用，完成知识提取和上下文保存。
Lifecycle: session-end — call at conversation end to extract knowledge and persist session context.
用途：一次对话结束时调用，把会话摘要交给 Engram 自动提取 lessons、decisions 和 Playbook 草稿，并可选更新项目快照。
Purpose: Call at the end of a conversation to let Engram extract lessons, decisions, and playbook drafts from the summary and optionally update the project snapshot.
Playbook 自动提取：如果摘要描述了一个多步骤操作流程（3+ 步骤，含顺序标记和操作动词），会自动生成 Playbook 草稿存入 staging。返回值中会包含 playbook_draft 字段（含 confidence: high/medium），AI 工具应根据 confidence 决定是否提示用户。可通过 update_preferences(playbook_auto_extract=false) 关闭此功能。
Playbook auto-extraction: If the summary describes a multi-step operational workflow (3+ steps with sequential markers and action verbs), a Playbook draft is auto-generated into staging. The return value includes a playbook_draft field (with confidence: high/medium); AI tools should decide whether to notify the user based on confidence. Disable via update_preferences(playbook_auto_extract=false).
注意：如果只想提取知识不用保存项目，用 extract_session_insights；如果只想保存项目快照，用 save_project_snapshot。
Note: Use extract_session_insights when you only want extraction, and save_project_snapshot when you only want to save a project snapshot.
Args:
summary: 会话摘要（自由文本，段落或要点列表均可）。 / Session summary in free text; paragraphs or bullet lists both work.
project_folder: 项目文件夹路径（可选，不填则只提取知识不保存快照）。 / Project folder path (optional; omit it to extract knowledge without saving a snapshot).
source_tool: 调用来源工具，如 'claude_code', 'codex'。 / Calling source tool, such as 'claude_code' or 'codex'.
project_title: 项目名称（可选，仅在首次保存快照时需要）。 / Project title (optional; mainly needed when first saving a snapshot).
tech_stack: 技术栈（可选，逗号分隔）。 / Tech stack (optional, comma-separated).
known_issues: 已知问题（可选，逗号分隔）。 / Known issues (optional, comma-separated).
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| summary | Yes | ||
| tech_stack | No | ||
| source_tool | No | ||
| known_issues | No | ||
| project_title | No | ||
| run_reconcile | No | ||
| project_folder | No | ||
| user_confirmed | No |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |