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ruvector/docs/research/DrAgnes/evolution-analysis.md
rUv 1ab5240956 feat: ADR-119 historical crawl evolutionary comparison 
Implement temporal knowledge evolution tracking across quarterly
Common Crawl snapshots (2020-2026). Includes:
- ADR-119 with architecture, cost model, acceptance criteria
- Historical crawl import script (14 quarterly snapshots, 5 domains)
- Evolutionary analysis module (drift detection, concept birth, similarity)
- Initial analysis report on existing brain content (71 memories)

Cost: ~$7-15 one-time for full 2020-2026 import.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-03-22 00:28:13 +00:00

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Historical Crawl Evolutionary Analysis

Date: 2026-03-22 Memories analyzed: 71 Embedding pairs computed: 390

Knowledge Distribution by Month

Month Memories Topics
2026-03 71 dragnes, competitive-analysis, dermatology, skin-cancer, common-crawl

Most Similar Content Pairs (Potential Temporal Versions)

Similarity Content A Content B
1.000 PubMed: Molecular Landscape of Natural C PubMed: Molecular Landscape of Natural C
1.000 PubMed: Molecular Landscape of Natural C PubMed: Molecular Landscape of Natural C
1.000 PubMed: Molecular Landscape of Natural C PubMed: Molecular Landscape of Natural C
1.000 Fix audit items #15 and #16 Fix audit items #15 and #16
1.000 Swarm plan: spec:dax:055:A Swarm plan: spec:dax:055:A
1.000 Swarm plan: adr:052 Swarm plan: adr:052
0.938 DrAgnes Swarm Architecture — ADR-032: Hi DrAgnes Specialist Agent Implementation
0.933 DrAgnes Phase 1 Swarm Sprint Plan: Orche DrAgnes Orchestrator Agent — Second-Opin
0.929 DrAgnes Swarm Architecture — ADR-032: Hi DrAgnes Phase 1 Swarm Sprint Plan: Orche
0.928 DrAgnes Phase 1 Swarm Sprint Plan: Orche DrAgnes Specialist Agent Implementation
0.922 AGI Self-Training Attempt — Honest Audit DrAgnes Specialist Agent Implementation
0.920 DrAgnes Specialist Agent Implementation DrAgnes Orchestrator Agent — Second-Opin
0.916 DrAgnes Swarm Phase 1 Implementation: 7 DrAgnes Orchestrator Agent — Second-Opin
0.915 DrAgnes Swarm Architecture — ADR-032: Hi DrAgnes Orchestrator Agent — Second-Opin
0.901 DrAgnes Swarm Phase 1 Implementation: 7 DrAgnes Specialist Agent Implementation

Topic Clusters

Tag Count
dragnes 17
dermatology 7
medical 7
swarm 6
source:swarm-rvf 6
project:daxiom 6
pubmed 6
orchestrator 5
ham10000 5
FDA 4
skin-cancer 4
implementation 4
2026-03 4
security 4
file:memory.cli-59065.rvf 4
namespace:decisions 4
adr 4
research 4
gap-fill 4
discovery 4

Key Findings

  • Total medical knowledge memories: 71
  • High-similarity pairs (>0.7): 390 (potential temporal versions or related content)
  • Most common topic: dragnes (17 memories)
  • Date range: 2026-03 to 2026-03