get_user_context
Retrieve tiered cold-start user context—identity, work preferences, quality standards, and past decisions—to personalize new conversations with controlled latency.
Instructions
获取用户的个性化上下文（冷启动，分层延迟可控）。 / Get tiered cold-start user context with latency control.
**Lifecycle: startup** — 对话开始时调用，为 AI 注入用户身份和上下文。
Lifecycle: startup — call at conversation start to inject user identity and context.
用途：在每次新对话开始时调用，了解用户是谁、如何工作、学到了什么、质量标准是什么。
Purpose: Call at the start of each new conversation to understand who the user is, how they work, what they have learned, and their quality bar.
分层说明 / Tiered behaviour:
- "quick": 仅身份画像 + 工作偏好（纯 JSON 读取，无文件扫描，最低延迟）。
Profile + preferences only — pure JSON reads, no filesystem scans. Lowest latency.
- "standard"（默认）: 加上质量标准、经验领域、相关教训/决策、项目快照。跳过昂贵的 reconcile。
Default. Adds quality, domains, top lessons/decisions, project snapshot. Skips expensive reconciliation.
- "full": 完整上下文，含冲突检测、过期/暂存提醒、自动同步副作用。仅在用户明确要求"全量回顾"时使用。
Full context including conflict detection, stale/staging warnings, auto-sync side effects. Use only when the user explicitly asks for a comprehensive memory review.
注意：默认 "standard" 已覆盖绝大多数冷启动需求；只有用户问"我们之前所有决定/经验"或要做记忆健康检查时才用 "full"。
Note: "standard" covers most cold-start needs. Use "full" only when the user asks for a comprehensive memory review.
Args:
project_folder: 当前项目文件夹路径（可选）。 / Current project folder path (optional).
level: "quick" | "standard" | "full"，默认 "standard"。 / Tier — defaults to "standard".
token_budget: 上下文 token 预算（可选）。设定后按优先级裁剪 section，低优先级 section 先丢弃。不设则返回全量。
Optional token budget. When set, sections are included by priority until budget is exhausted.
user_prompt: 用户当前提问（可选）。传入后会追加到上下文末尾，并与已存 Playbook 的
triggers 关键词匹配，命中时浮现「相关 Playbook」小节（标题 + ID；用 get_playbooks(mode="get") 查看完整步骤）。
Optional current user prompt. Appended to the context and matched against stored
playbook trigger keywords; hits surface a "Matched Playbooks" section (title + id;
call get_playbooks(mode="get") for the full steps).
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| level | No | standard | |
| user_prompt | No | ||
| token_budget | No | ||
| project_folder | No |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |