Structured Data
Release Metadata
| Version | v1.27 |
|---|---|
| Release Era | Enterprise |
| New Capabilities | 7 |
| Cumulative Capabilities | 104 |
| Cumulative Tests | 144 |
Era Context
Enterprise Era
Knowledge packs, den operations, electronics education, vision-to-mission pipeline, MCP integration, brainstorming, and OpenStack cloud platform.
Progression Metrics
| Before v1.27 | 97 capabilities |
|---|---|
| Added | +7 capabilities |
| After v1.27 | 104 capabilities |
| Knowledge Packs | 35 (15 Core + 10 Applied + 10 Specialized) |
Capabilities Introduced
Architectural Decisions
- Zod-validated learner observation types — ObservationEmitter with sink registration and error isolation; type-safe observation pipeline from capture to pattern detection
- KnowledgeEventBridge converting LearnerObservation to AMIGA EventEnvelope — 6 event types (KNOWLEDGE_*) with priority escalation for pack_complete; bridges knowledge pack system to existing AMIGA event infrastructure
- 4-pattern detection engine — sequence, timing, scoring, and engagement patterns with confidence scoring; skill suggestion generation for high-confidence patterns (above threshold)
- Pattern-to-skill promotion — high-confidence learning patterns converted to reusable skill definitions with SKILL.md output; closes the loop between learning observation and skill creation
Breaking Changes
None.