12-Phase Capability Map
1
Core Domain Model
Hubs, Widgets, WidgetVersions, InteractionEvents (append-only), Annotations, ViewContexts, CapabilityReferences. Widget envelope helper injects stable widget-id attributes.
2
Requirement Candidates
Triage lifecycle, duplicate detection, policy sensitivity routing, reviewer assignment, promotion to Requirement.
3
Decision Records
Requirement → DecisionRecord chain with policy references, implementation change references, and governance status.
4
Deployment & Outcomes
DeploymentRecord, OutcomeSignal (append-only), ChangeEvaluation. Outcome feedback closes the loop to DecisionRecords.
5
Agent-Assisted Distillation
AI agents (Anthropic API) draft Requirements from widget clusters, route via configurable model selection. AgentProposals with confidence annotations.
6
Cross-Framework UI Adaptation
EnvelopeEmissionContracts, InteractionReportingContracts, WidgetAdapterSpecs. Adapts widgets across framework boundaries.
7
Advanced Observability
FrictionScores, BottleneckRecords, HubHealthSnapshots, CrossHubPropagation detection. Heatmaps and operational review board.
8
Federated Hub Maturity
WidgetOwnerships, HubRoutingRules, FederatedPolicyOverlays, StewardshipRoles, ArchiveRecords with LineageInspector.
9
External API Surface
REST v1 + v2, JWT auth, OpenAPI 3.1, TypeScript + Python SDKs, WebhookSubscriptions, per-consumer ApiKeys, ApiDashboard.
10
Hub Registry & Widget Marketplace
WidgetPatterns with versioned adoption, GovernanceTemplates, HubRegistry, Marketplace dashboard. Phase 10 API v2 endpoints.
11
Advanced AI Federation
AgentRegistrations, ModelRoutingPolicies, AgentDelegations (tree), CollectiveProposals, AiGovernancePolicies, AgentPerformanceRecords.
12
Platform Memory & Continuous Learning
OutcomeCorrelations, PatternPerformanceRecords, AdaptiveThresholdConfigs, InstitutionalKnowledgeBase (GIN FTS), LearningInsights, retroactive lineage enrichment.
GAAF-2026 Scorecard
3.9
Core Architecture
Append-only invariants, type registry, FK discipline
3.8
Functional Completeness
All 12 phases implemented with full controller+view coverage
3.5
Observability
Friction heatmaps, health snapshots, lineage inspector
3.68
Overall
Strong — GAAF 2026 threshold for production readiness
API Surface
| Version | Endpoints | Auth |
|---|---|---|
| v1 | POST /api/v1/interaction-events | None (legacy write path) |
| v2 | Widgets, Events, Annotations, Candidates, Decisions, Deployments, Signals, Registries, Patterns, Learning | JWT Bearer |
| v2 spec | GET /api/v2/openapi.json · /api/v2/openapi.yaml · /api/v2/docs | None (public) |
The Learning Loop
Phase 12 closes the full learning loop. The system continuously improves routing and triage thresholds based on observed outcomes:
Widget → Annotation → RequirementCandidate → Requirement
→ DecisionRecord → DeploymentRecord → OutcomeSignal
→ OutcomeCorrelation / PatternPerformanceRecord
→ InstitutionalKnowledgeEntry → AdaptiveThresholdConfig
→ improved routing + triage (loop closed)
→ DecisionRecord → DeploymentRecord → OutcomeSignal
→ OutcomeCorrelation / PatternPerformanceRecord
→ InstitutionalKnowledgeEntry → AdaptiveThresholdConfig
→ improved routing + triage (loop closed)
Type Registry System
GAAF Rule 1: all type discriminator columns reference a registry table. New hub-owned types must be registered before use (GAAF Rule 2).
widget_type_registry— hub-owned widget types
event_type_registry— interaction event types
annotation_category_registry— annotation categories
policy_scope_registry— policy sensitivity scopes