# Long-term Memory (curated)

## 1) Working model / roles
- Tao prefers to send tasks to **main**; main acts as **PM/architect** and delegates implementation (often to Codex).
- Dedicated agents and intended responsibilities:
  - **tech_geek** (Telegram group “技术宅”, workspace `tech_home_group`): tech/home-lab/ops discussions + GitHub (gh CLI / PR / CI / issues) follow-up.
  - **travel_assistant**: travel planning and travel-related research/tasks.
  - **finance_assistant** (“理财小帮手”): personal finance tasks.

## 2) Dev workflow / merge policy
- **Small changes** (docs/copy/layout/typos/i18n cleanup): Xiao Qiang can merge after self-review/verification, then notify Tao with PR link + summary.
- **Big feature changes**: require Tao review/approval before merge.

## 3) Sub-agents: architecture + token efficiency
- Sub-agents reuse the parent/main agent **bot** for messaging, but each sub-agent has an **independent workspace + SOUL (persona) + MEMORY (memory)**.
- Goal: prevent context/memory mixing, improve focus/efficiency, and save tokens by keeping contexts smaller.
- Current preferred multi-agent architecture for complex development:
  - **main** acts as **PM/architect/reviewer**: requirements, task breakdown, prioritization, risk calls, progress updates, and final summaries to Tao.
  - Execution agents should be **role-specialized** and do the implementation work.
  - **codex_worker** is the dedicated Codex execution agent for coding tasks.
  - For complex projects, create more specialized agents as needed (e.g. frontend/backend/test/ops/docs/data) instead of overloading one agent.
  - This is the **current default pattern**, but Tao may change the rules as needs evolve.

## 4) ACP/Codex delegation constraints
- Telegram channel plugin currently does **not** support `subagent_spawning` hooks → cannot bind persistent subagent sessions with `thread=true`; use `sessions_spawn(mode="run")` as workaround.

## 5) OCM (OpenClaw Manager) repo policies
- OCM repo path: `~/.openclaw/ocm`.
- Internal-only docs (Project Brief / Architecture / Decisions) must **not** be uploaded to GitHub; keep them under `~/.openclaw/ocm-internal/docs/`.

## 6) Ops / security notes
- Ensure `~/.openclaw/openclaw.json` is not world-readable; prefer permission mode **600**.

## 7) Model policy (current preference)
- Historical temporary preference once was: all subagents **primary** = `openai-codex/gpt-5.2`, **fallback** = `github-copilot/claude-opus-4.6`.
- Current important exception / newer rule: **codex_worker** should use **primary** = `openai-codex/gpt-5.4`, prefer high/extra/xhigh thinking when available, and should **not auto-fallback** to another model. If its primary model is unavailable, report to Tao and let Tao decide the replacement model.

## 8) Watchdog / automation policy
- Tao preference: avoid watchdog-style auto-restart automation.
- The previous watchdog automation was **removed**:
  - OpenClaw cron job `Gateway monitor + auto-restart (main)` removed (jobId `139258d6-f675-4f88-b2a7-cbe0b93a0db6`).
  - Mac launchd watchdog `ai.openclaw.watchdog` removed.
  - Pi-side crontab watchdog removed.

## 9) Webex keep-alive (local script)
- Tao requested a controllable Webex desktop “keep active” option.
- Script installed on Mac: `~/.openclaw/scripts/webex-keepalive.sh` (commands: `start|stop|status`).
- Notes: uses AppleScript/System Events; may require macOS Accessibility permission for Terminal/iTerm. Logs: `~/.openclaw/logs/webex-keepalive.log`, pid: `~/.openclaw/run/webex-keepalive.pid`.

## 10) Local memory library organization
- Local memory dir: `/Users/taodeng/.openclaw/workspace/main/memory/`.
- Added `memory/INDEX.md` to classify daily notes vs topic notes vs automation state JSON (do not rename/move state JSON without updating jobs).
- Plan: create a separate GitHub KB repo (option A) for shareable/curated knowledge; keep private/sensitive items local and only publish redacted content.