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ZAMG-RES
ZAMG Resolution Pipeline
ZAMG compiles manifests through a staged pipeline.
Pipeline stages
- Source Intake
- Artifact Detection
- Artifact Classification
- Interaction Point Detection
- Operation Extraction
- Deterministic Resolution
- Registry Enrichment
- AI Suggestion Layer
- Validation and Conflict Detection
- Confidence Scoring
- Review / Approval Gate
- Canonical Manifest Promotion
- Publishing to Downstream Systems
Key rule
Deterministic and registry-backed resolution always comes before AI suggestion.
Downstream consumers
Approved manifests may be published to:
zar.artifact_manifest_registry- ZCP binding logic
- ZSSR validation/routing
- docs generation
- future API/SDK projections