# 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