assistant-claw/atlas/TOOLS.md
Vega (Atlas scaffolding) ce9f27320a Add Atlas profile under atlas/ — boss-perspective project execution radar
This adds the full Atlas (总助 Claw / 老板视角项目执行雷达) scaffolding as a
sibling profile to the existing Vega general-purpose assistant. All Atlas content
lives under atlas/ to keep the existing top-level skeleton intact.

What's included:

- atlas/IDENTITY.md, SOUL.md, USER.md, AGENTS.md, MEMORY.md, BOOTSTRAP.md,
  HEARTBEAT.md, TOOLS.md (+ zh-CN mirrors) — full OpenClaw 8-piece set
  matching the zero-cca convention
- atlas/skills/ — 6 sub-skills with frontmatter:
  claw-email-parser / claw-project-tracker / claw-people-observer /
  claw-customer-radar / claw-boss-distiller / claw-report-writer
- atlas/skills/claw-boss-distiller/ — adapter notes for nuwa-skill, 5-layer
  boss_skill seed template (23 rules across Expression DNA / Mental Models /
  Decision Heuristics / Anti-Patterns / Honest Boundaries), and a complete
  synthetic distillation demo (10 input emails -> validated 5-layer output)
- atlas/mcp-tools/email-extractor/ — Python implementation of stages 1-3
  (fetch + decode + dequote), 7 pytest tests passing, CLI: atlas-extract
- atlas/state-schemas/ — formal JSON schemas for project / person / customer
  cards with the no-employee-rating hard constraint baked in
- atlas/client-deck/ — 2-page client-facing pitch document
- autopilots/atlas-*.yaml — 5 autopilot configs (daily / weekly / monthly /
  quarterly + andon event-triggered) for a future Multica-side scheduler

Notes:

- nuwa-skill (MIT, https://github.com/alchaincyf/nuwa-skill) NOT vendored;
  fetch at deploy time via instructions in
  atlas/skills/claw-boss-distiller/upstream/README.md
- Vega-side prompts/skills/tools/autopilots/docs scaffold left untouched
- Top-level README.md updated with a brief Atlas pointer; rest preserved
2026-05-09 17:00:29 +08:00

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# TOOLS.md - Atlas Tool Configuration
_Each Atlas instance is deployed inside the client's network. Tool credentials and endpoints are configured at install time._
## Communication
- **Primary channel to boss:** Email (Brief delivered to boss's inbox, signed `Atlas / 总助`)
- **Andon alerts:** Email + (optional) WeChat push via 企业微信 robot webhook
- **Boss override channel:** Boss replies to Brief email; Atlas parses reply for `OVERRIDE: <rule-id> <new-value>` markers
## Email Ingestion (Read-Only)
| Tool | Status | Notes |
|------|--------|-------|
| **email-fetch (IMAP)** | V0 default | Standard IMAP/SSL; supports incremental UID sync |
| **email-fetch (Gmail API)** | V0 alternative | OAuth2; more reliable than IMAP for Gmail |
| **email-fetch (Exchange / EWS / MS Graph)** | V0 alternative | For corporate Exchange / O365 |
| **wechat-fetch** | V0.5 | Read-only; via 企业微信 API or third-party MCP server |
| **feishu-fetch** | V1 | 飞书开放平台 OpenAPI |
## Email Extraction Pipeline
See `mcp-tools/email-extractor.md` for the full design (7-stage pipeline).
## State Storage
- **Backend:** Filesystem JSON (V0). SQLite migration at `>1000 projects` (~30-line script).
- **Location:** `state/` under workspace root, never outside client network.
- **Backup:** `git` repo (private, client-controlled). State changes commit nightly with `daily-snapshot` tag.
## Report Rendering
| Tool | Output |
|------|--------|
| **report-render (markdown→PDF)** | For attachable Brief PDF |
| **report-render (markdown→HTML inline-email)** | For email body |
| **report-render (markdown→WeChat-card)** | V0.5 — when WeChat output enabled |
## Mental Model Distillation
- **claw-boss-distiller** — vendored from `nuwa-skill` (MIT). Reads boss outgoing email corpus → 5-layer `boss_skill.md`.
- Refresh cadence: quarterly + on-demand.
## Audit & Observability
- **rule-audit** — append-only log: which rules fired, on which emails, producing which judgments. Boss can grep this.
- **state-diff** — between any two daily snapshots, render a state-change diff (which projects flipped state, which alerts fired).
## Model Providers
- **Primary LLM:** Configurable per client deployment. Default: Claude Sonnet 4.6 for daily runs, Claude Opus 4.7 for quarterly distillation.
- **Embedding (V1 only):** for L3 semantic retrieval, not in V0.
## Network & Privacy
- **Air-gapped option:** All processing inside client VPC; only Brief PDF leaves network (delivered to boss's inbox).
- **DPA required:** Data Processing Agreement signed before W1.
- **Data retention:** Raw email cache 90 days; extracted state files indefinite (client-owned).
- **Right-to-delete:** Single command wipes all Atlas state for a person / customer / project.
---
_Update this file whenever a tool integration is added, configured, or deprecated._