# GOAP Agent Roadmap

- **Last Updated**: 2026-03-06
- **Status**: Active
- **Horizon**: Q1-Q4 2026

## Purpose

Define the evolution path for GOAP agent capabilities and integration.

## Current Capabilities

| Capability | Status | Maturity |
|------------|--------|----------|
| GOAP state tracking | Active | Stable |
| Goal/action indexing | Active | Stable |
| Execution planning | Active | Mature |
| CI integration | Active | Stable |
| Learning capture | Active | Growing |
| ADR cross-reference | Active | Stable |

## Roadmap by Quarter

### Q1 2026 (Current)

**Theme**: Stabilization & Documentation

| Item | Status | Target |
|------|--------|--------|
| GOAP state files | Complete | — |
| Quality gate integration | Complete | — |
| Execution template | Complete | — |
| Improvement tracking | Complete | — |
| CI monitoring learnings | Complete | — |

### Q2 2026

**Theme**: Automation & Efficiency

| Item | Priority | Effort |
|------|----------|--------|
| Automated state sync | P1 | Medium |
| Plan generation from ADRs | P2 | Medium |
| Dependency graph visualization | P2 | Low |
| Cross-repo GOAP sync | P3 | High |

### Q3 2026

**Theme**: Intelligence & Prediction

| Item | Priority | Effort |
|------|----------|--------|
| Effort estimation model | P1 | Medium |
| Blocker prediction | P2 | High |
| Auto-rollback triggers | P2 | Medium |
| Learning pattern mining | P3 | High |

### Q4 2026

**Theme**: Scale & Distribution

| Item | Priority | Effort |
|------|----------|--------|
| Multi-agent coordination | P1 | High |
| Distributed state sync | P2 | Very High |
| Real-time dashboards | P2 | Medium |
| External tool integration | P3 | Medium |

## Capability Maturity Model

```
Level 1: Ad-hoc
  └── Manual planning, no tracking

Level 2: Defined        [CURRENT]
  └── Templates, state files, quality gates

Level 3: Managed
  └── Automated sync, metrics, prediction

Level 4: Optimized
  └── Self-tuning, distributed, intelligent

Level 5: Innovative
  └── Novel planning algorithms, ML-driven
```

## Integration Points

### Current Integrations

| System | Integration Type | Status |
|--------|------------------|--------|
| CI/CD | Quality gates | Active |
| ADRs | Cross-reference | Active |
| Scripts | Execution hooks | Active |
| Memory MCP | Feedback loops | Planned |

### Planned Integrations

| System | Integration Type | Target |
|--------|------------------|--------|
| GitHub Projects | State sync | Q2 2026 |
| Metrics Dashboard | Visualization | Q3 2026 |
| Alerting | Blocker notification | Q2 2026 |

## Success Metrics

| Metric | Current (Q1) | Target (Q4) |
|--------|--------------|-------------|
| Plan completion rate | 85% | 98% |
| Time to plan | Variable | <10 min |
| Rework rate | 10% | <3% |
| Learning capture rate | 80% | 100% |

## Dependencies

### Internal

- ADR-037: Workflow automation policy
- ADR-033: Testing strategy
- ADR-034: Release engineering

### External

- GitHub API for state sync
- CI system for gate enforcement
- Memory MCP for feedback loops

## Risk Register

| Risk | Impact | Mitigation |
|------|--------|------------|
| Over-automation reduces flexibility | High | Keep manual override paths |
| State sync conflicts | Medium | Conflict resolution protocol |
| Learning capture overhead | Low | Automate where possible |

## Review Schedule

- **Monthly**: Progress review against roadmap
- **Quarterly**: Roadmap adjustment based on learnings
- **Annually**: Full capability assessment