Agency System - Current Status¶
Last Updated: 2025-12-15
Active Phase: Phase 8 (Complete) → Phase 9 (Complete)
Quick Metrics¶
This document is a snapshot and can drift. Prefer the CLI and the database tables as the source of truth:
- CLI entrypoint:
cli/commands/agency.py(e.g.aico agency status,aico agency metrics,aico agency health,aico agency reflection-history,aico agency lessons *) - Agency REST endpoints:
backend/api/agency/router.py - Core tables:
shared/aico/data/postgres/schema.sql
Current Work Focus¶
This Week (2025-12-15)¶
Phase 8 - Completed:
- ✅ Advanced analytics CLI commands (metrics, reflection-history, skill-performance)
- ✅ Health monitoring and diagnostics (health)
- ✅ Time window filtering support (--last, --since)
Phase 9 - Completed:
- ✅ aico agency lessons list - List and filter lessons
- ✅ aico agency lessons review <id> - Detailed lesson view
- ✅ aico agency lessons approve <id> / aico agency lessons reject <id> - Approval workflow
- ✅ aico agency lessons stats - Lesson analytics
Next Steps: - Phase 10 (UI & Frontend Integration) is planned but not scheduled - Focus on production deployment and real-world usage of Phases 0-9 - Monitor lesson application and behavioral learning effectiveness
Recent Achievements¶
2025-12-15 - Phase 8 Complete¶
- ✅ 4 new CLI commands implemented (metrics, reflection-history, skill-performance, health)
- ✅ Time window filtering for all analytics commands
- ✅ Automated health monitoring and diagnostics
- ✅ 1,633 lines of CLI code (+819 lines)
2025-12-15 - Documentation Restructure¶
- ✅ Split 1,121-line roadmap into phase-specific documents
- ✅ Created overview and status tracking documents
- ✅ Improved readability and reduced cognitive load
2025-12-15 - Phase 7 Complete¶
- ✅ 943 tests passing (+232 new tests)
- ✅ 80% coverage achieved
- ✅ Skills database schema corrected (kg_nodes/kg_edges, user_memories)
- ✅ 90.7% warning reduction (datetime.utcnow fixes)
- ✅ Deleted obsolete base_skills.py (755 lines)
2025-12-10 - Phase 8 Core Complete¶
- ✅ 9 CLI commands implemented (814 lines)
- ✅ Event logging system operational (1,188+ events)
- ✅ Workflow execution tracking (52 executions, 232 stages)
- ✅ Comprehensive metrics collection
Active Database Tables¶
| Table | Records | Purpose |
|---|---|---|
agency_goals |
108 | Goal tracking |
agency_plans |
108 | Plan storage |
plan_executions |
3,710 | Execution tracking |
agency_events |
382 | Event log |
agency_events_log |
224 | Detailed events |
event_metrics |
582 | Metrics aggregation |
workflow_executions |
52 | Workflow tracking |
workflow_stages |
232 | Stage tracking |
agency_lessons |
41 | Lessons learned |
agency_reflection_runs |
1,437 | Reflection history |
agency_self_model |
2,257 | Self-model data |
skills |
486 | Skill registry |
Coverage by Component¶
| Component | Coverage | Status |
|---|---|---|
| Core Components | ||
| Planner | 83% | ✅ Good |
| Arbiter | 93% | ✅ Excellent |
| Agency Engine | 92% | ✅ Excellent |
| Executor | 81% | ✅ Good |
| Reflection Engine | 77% | ✅ Good |
| Lesson Applicator | 93% | ✅ Excellent |
| Lesson Projector | 95% | ✅ Excellent |
| Values & Ethics | 85% | ✅ Good |
| Behavioral Feedback | 99% | ✅ Excellent |
| Policy Manager | 94% | ✅ Excellent |
| Proactive Behaviors | 94% | ✅ Excellent |
| Skill Invoker | 95% | ✅ Excellent |
| Skills | ||
| Analysis Skills | 100% | ✅ Perfect |
| Communication Skills | 93-95% | ✅ Excellent |
| Reflection Skills | 82% | ✅ Good |
| Knowledge Skills | 96% | ✅ Excellent |
| Memory Skills | 80% | ✅ Good |
| Support Systems | ||
| Stores | 95% | ✅ Excellent |
| Models | 100% | ✅ Perfect |
| Templates | 100% | ✅ Perfect |
Blockers & Dependencies¶
Current Blockers: None
Pending Dependencies: - None (Phase 9 scope is self-contained CLI work)
Next Milestones¶
Short Term (Next 2 Weeks)¶
- ✅ Lesson management CLI commands implemented
- ✅ Lesson approval/rejection workflow complete
- ✅ Lesson statistics and reporting complete
Medium Term (Next Month)¶
- Production deployment and monitoring
- Real-world usage testing of Phases 0-9
- Behavioral learning effectiveness evaluation
Long Term (Next Quarter)¶
- Production deployment readiness
- Performance optimization
- Advanced UI features (see Future Enhancements)
CLI Commands Available¶
| Command | Status | Description |
|---|---|---|
aico agency status |
✅ | High-level agency state |
aico agency goals |
✅ | List/filter goals |
aico agency intentions |
✅ | Active intention set |
aico agency plans |
✅ | Plan management |
aico agency executions |
✅ | Execution tracking |
aico agency profile |
✅ | Value profile management |
aico agency policies |
✅ | Policy rules |
aico agency consent |
✅ | Consent management |
aico agency proactive |
✅ | Proactive conversations |
aico agency metrics |
✅ | Advanced analytics |
aico agency reflection-history |
✅ | Reflection analysis |
aico agency skill-performance |
✅ | Skill success rates |
aico agency health |
✅ | System diagnostics |
aico lessons list |
⏳ | Lesson listing |
aico lessons review |
⏳ | Lesson review |
aico lessons approve |
⏳ | Lesson approval |