Implementation Roadmap

Generated: 2026-07-22T15:10:59+00:00

Phase 1

• Objectives: Inventory automation
• Dependencies: None
• Risks: Low
• Effort: S
• Deliverables: Repository manifest, CSV catalog, validation script
• Validation criteria: Catalog matches filesystem
• Exit criteria: All files inventoried

Phase 2

• Objectives: Metadata normalization
• Dependencies: Phase 1
• Risks: Medium
• Effort: M
• Deliverables: Schema, linter, normalized status vocabulary
• Validation criteria: No invalid front matter
• Exit criteria: 95% required-field coverage

Phase 3

• Objectives: Concept and relationship layer
• Dependencies: Phase 2
• Risks: Medium
• Effort: M
• Deliverables: Concept registry, graph edges, lineage model
• Validation criteria: Concept pages render correctly
• Exit criteria: Top concepts have canonical owners

Phase 4

• Objectives: Search stack
• Dependencies: Phase 3
• Risks: High
• Effort: M
• Deliverables: Lexical index, semantic chunks, ranking model
• Validation criteria: Golden queries return expected results
• Exit criteria: Hybrid retrieval beats lexical-only baseline

Phase 5

• Objectives: Website generation
• Dependencies: Phases 2-4
• Risks: Medium
• Effort: M
• Deliverables: Astro site, registry pages, graph views
• Validation criteria: Static build passes
• Exit criteria: All required sections generated

Phase 6

• Objectives: AI readiness
• Dependencies: Phases 3-5
• Risks: Medium
• Effort: M
• Deliverables: Chunking strategy, provenance-rich RAG exports
• Validation criteria: Citations preserved in retrieval
• Exit criteria: Agents can answer from repository alone

Phase 7

• Objectives: Scale hardening
• Dependencies: All prior phases
• Risks: High
• Effort: L
• Deliverables: Performance tuning, archival strategy, incremental builds
• Validation criteria: Build remains acceptable at larger fixture sizes
• Exit criteria: 100k-doc design validated