MEMO

Record (录入), update, and query your personal network/contact data in a MEMO repo under `05_Resources/network/`, including ingesting external info sources (screenshots/chats/profiles) via PRISM-style decomposition, time-aware life-stage inference (`阶段锚点`), and relative-to-Me deltas (age / graduation). Use when asked to add/update a person card from any raw context, extract facts/inferences/actions, compute relative stage/age differences, or search for matching people via tags/keywords using CLI.

Refract messy screenshots/chats/profiles into Facts, Inferences, Actions, and Me-Info, then draft a repo-ready person card for `05_Resources/network/people/`. Use when the user gives raw social context and wants structured extraction without over-interpretation.

在 MEMO 仓库中维护个人人脉库（Personal CRM）：录入/更新/检索 `05_Resources/network/people/` 的人物卡片，并在 ingest 截图/聊天/简介页时用 PRISM 折射为 Facts/Inferences/Actions/Me-Info；支持阶段锚点（`阶段锚点`）与相对 Me 的差分（年龄/毕业等）。

把截图、聊天、简介页等混沌社交上下文折射为 Facts、Inferences、Actions 和 Me-Info，并产出可写入 `05_Resources/network/people/` 的人物卡片草稿。用于用户提供原始社交材料、但希望避免过度解读时。

Query local Lark/Feishu data from MEMO through the repo's read-first `lark-bridge` plugin. Use when the user wants to inspect docs, chats, messages, mail, calendars, or contacts via the locally configured `lark-cli`.

Archive feedback workflows for any deliverable (proposal/document/work): keep a lightweight 3-artifact pattern (raw-dialogue, feedback-log, deliverable internal index), enforce bidirectional links, capture git snapshot at send/record time, and keep private-notes INDEX in sync. Use when users ask to 记录商讨、归档对话、双向索引、标注发送版本、记录 git 快照、或更新 private-notes 索引; reviewers may be mentor/boss/friend/partner/AI.

Convert machine-generated meeting transcripts (.srt/.vtt/.txt) into (1) full-fidelity polished documents that preserve complete original information and (2) intelligent meeting minutes with decisions, actions, owners, deadlines, risks, and open questions. Use when users ask to整理会议转录、润色口语稿、保留完整信息转文档、或基于转录生成纪要.

Archive a folder dropped into `01_Inbox/` into a proper long-term domain directory with deterministic renaming, raw preservation (`raw-*`), structured outputs (`README.md` + `*.v1.json`), and index backlinks. Use when users ask to整理/归档/重命名/结构化某个 Inbox 文件夹，或要求把临时收集材料迁移到 `05_Resources` / `03_Goal-Projects` / `04_Assets` 等稳定位置。

Sync MEMO master schedule with Apple Calendar using the existing scripts for push (`calendar.md -> Apple`), pull (manual Apple events -> `inbox.md`), or one-shot bidirectional flow. Use when the user asks to sync/update Apple Calendar events, pull phone/manual events back, or run the full schedule calendar linkage.

Record (录入), update, and query your personal network/contact data in a MEMO repo under `05_Resources/network/`, including ingesting external info sources (screenshots/chats/profiles) via PRISM-style decomposition, time-aware life-stage inference (`阶段锚点`), and relative-to-Me deltas (age / graduation). Use when asked to add/update a person card from any raw context, extract facts/inferences/actions, compute relative stage/age differences, or search for matching people via tags/keywords using CLI.

Refract messy screenshots/chats/profiles into Facts, Inferences, Actions, and Me-Info, then draft a repo-ready person card for `05_Resources/network/people/`. Use when the user gives raw social context and wants structured extraction without over-interpretation.

Build and validate repo-level concept-to-evidence indexing outputs for `06_Infra/indexing/` using `build_repo_concept_index.py` with default `v1_1` policy, optional `v1` fallback comparison, and actionable regression summary. Use when the user asks to run/update indexing, check link quality (`error`/`note`), compare profiles, or refresh indexing artifacts/docs after protocol/content changes.

Offline audio transcription into the MEMO repo. Use when the user asks to transcribe audio (mp3/m4a/wav), extract a transcript/文字稿, or turn a recording into transcript.md/transcript.txt/segments.jsonl in `01_Inbox/`.