docs(agent): add chatlab analyze skill

apps/cli/SKILL.md

@@ -1,60 +0,0 @@
----
-name: chatlab-cli
-description: Query local chat history (WeChat/QQ/Telegram/WhatsApp and more) through the chatlab CLI. Use when the user asks what a chat group talked about, who said something first, conversation stats, topics, or keyword evidence from imported chat records.
----
-
-# ChatLab CLI for AI Agents
-
-`chatlab` queries locally imported chat history. Read-only for agents: search, list, stats, topics, SQL fallback. Run `chatlab manifest` once to get the full machine-readable command tree (commands, options, exit codes, examples).
-
-## Contract
-
-- Always pass `--format` explicitly: `agent` for message bodies (preprocessed, token-friendly text), `json` for structural data (`--no-content`, `--fields`, stats).
-- stdout carries exactly one JSON envelope per call; logs go to stderr.
-- Success: `{ ok: true, command, data, meta }`. Failure: `{ ok: false, command, error: { code, message, hint, candidates? } }`.
-- Exit codes: 0 ok, 2 bad argument/disabled capability, 3 not found, 4 ambiguous (retry with an id from `error.candidates`), 5 SQL error.
-- Pagination: when `meta.hasMore` is true, re-run the same query with `--cursor <meta.nextCursor>`.
-- Time: ISO dates (`2026-06-01`, `"2026-06-01 08:30"`), `today`, `yesterday`, or `--last 30d` (h/d/w). Date-only `--until` includes the whole day; resolved bounds are echoed in `meta.timeRange`.
-- Members: pass an id, exact name, or `me` (the data owner). Ambiguity returns candidates with ids.
-- Privacy preprocessing (desensitization, blacklist) is always on. Do not use `--raw`; it is disabled unless the user opts in.
-- `[#1021]` markers in agent text are message ids; `[#1021*]` marks search hits; `[#1021-1024]` is a merged block. Use these ids as evidence citations.
-
-## Task recipes
-
-```bash
-# Discover sessions (skip --session everywhere if there is only one)
-chatlab sessions list --format json
-
-# "What did this group talk about today?"
-chatlab messages list --session <id> --since today --limit 100 --max-tokens 2000 --format agent
-
-# "Main topics this month?" (AI summaries; falls back to keywords if empty)
-chatlab topics list --session <id> --since 2026-07-01 --format agent
-chatlab stats keywords --session <id> --last 30d --top 20 --format json
-
-# "Who mentioned X first? Give evidence."
-chatlab messages search "服务器迁移" --session <id> --sort asc --limit 5 --context 3 --format agent
-
-# Follow up an evidence id from [#1021*]
-chatlab messages context --id 1021 --session <id> --window 10 --format agent
-
-# "What did I talk about with 小红 last month?"
-chatlab messages between --member me --member 小红 --session <id> --last 30d --format agent
-
-# "Who is most active?"
-chatlab stats activity --session <id> --top 10 --format json
-
-# Scout hit distribution before pulling bodies (json is correct here)
-chatlab messages search "旅游" "旅行" --session <id> --since 2026-01-01 --no-content --limit 100 --format json
-
-# Next page of results
-chatlab messages search "报销" --session <id> --cursor <meta.nextCursor> --format agent
-
-# Advanced fallback: read-only SQL (string cells are desensitized)
-chatlab schema --session <id> --format json
-chatlab sql "SELECT strftime('%Y-%m', ts, 'unixepoch') AS m, COUNT(*) AS n FROM message GROUP BY m" --session <id> --format json
-```
-
-## Token budget
-
-`--limit` caps primary hits, `--max-messages` caps context expansion, `--max-tokens` caps agent text (default 4000), `--max-chars` caps per-message length. Prefer narrowing time ranges and paginating over raising limits.

apps/cli/package.json

@@ -12,7 +12,6 @@
     "bin/",
     "dist/",
     "dist-web/",
-    "SKILL.md",
     "LICENSE"
   ],
   "engines": {