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Use when asked about optimizing agents, improving OpenClaw setup, agent best practices, heartbeat/cost guardrails, or choosing optimization priorities across cost/quality/reliability.\n---\n\n# OpenClaw Agent Optimization\n\nUse this skill to tune an OpenClaw workspace for **cost-aware routing**, **parallel-first delegation**, and **lean context**.\n\n## Safety Contract (must follow)\n- Treat this skill as **advisory by default**, not autonomous control-plane mutation.\n- **Never** mutate persistent settings (e.g., `config.apply`, `config.patch`, `update.run`) without explicit user approval.\n- **Never** create/update/remove cron jobs without explicit user approval.\n- If an optimization reduces monitoring coverage, present options (A/B/C) and require the user to choose.\n- Before any approved persistent change, show: (1) exact change, (2) expected impact, (3) rollback plan.\n\n## Workflow (concise)\n1. **Audit rules + memory**: ensure rules are modular/short; memory keeps only restart-critical facts.\n2. **Model routing**: confirm tiered routing (light / mid / deep) matches live config.\n3. **Context discipline**: apply progressive disclosure; move large static data to references/scripts.\n   - If inactive sessions/stale cron transcripts accumulate, recommend running `context-clean-up` session-store hygiene (report-first, backup-first apply).\n4. **Delegation protocol**: parallelize independent tasks; use isolated sub-agents for long/noisy work.\n5. **Heartbeat optimization (control-plane only)**:\n   - Explain why native heartbeat can become expensive in long-running setups.\n   - Propose safer pattern: disable native heartbeat and use isolated cron heartbeat (alert-only).\n   - If user already runs isolated heartbeat, check whether openclaw-mem is present; suggest pairing only if missing.\n   - Prefer merging lightweight watchdog checks into the existing isolated heartbeat run (avoid creating extra 10m cron loops).\n   - Offer profiles A/B/C if changing coverage.\n6. **Safeguards**: add anti-loop + budget guardrails; prefer fallbacks over blind retries.\n7. **Execution gate**: if user approves changes, apply the smallest viable change first, then verify and report.\n\n## References\n- `references/optimization-playbook.md`\n- `references/model-selection.md`\n- `references/context-management.md`\n- `references/agent-orchestration.md`\n- `references/cron-optimization.md`\n- `references/heartbeat-optimization.md`\n- `references/heartbeat-watchdog-pattern.md`\n- `references/memory-patterns.md`\n- `references/continuous-learning.md`\n- `references/safeguards.md`\n","readmeExcerpt":"--- name: openclaw-agent-optimize description: Optimize an OpenClaw agent setup (model routing, context management, delegation, rules, memory). 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