SciDEX — Task: [Exchange] Cross-analysis convergence detection

E2.5: Detect when multiple independent analyses converge on the same gene/pathway/mechanism. Score convergence strength. Display on Exchange page as 'Converging Hypotheses' clusters. Acceptance: Dashboard shows convergent cluster count. Exchange page has convergence badges.

Git Commits (1)

[Exchange] Add Converging Hyps counter tile to main dashboard [task:efa33510-4114-4c56-a913-1c48e5b8b5e7]2026-04-25

Spec File

[Exchange] Cross-analysis convergence detection

Goal

Detect when multiple independent analyses converge on the same gene/pathway/mechanism. Score convergence strength. Display on Exchange page as 'Converging Hypotheses' clusters.

Acceptance Criteria

☐ Dashboard shows convergent cluster count.

☐ Exchange page has convergence badges.

Approach

Read AGENTS.md and relevant source files

Understand existing code patterns before modifying

Implement changes following existing conventions (f-string HTML, SQLite, Bedrock Claude)

Test: curl affected pages, verify rendering, run scidex status

Commit atomically with descriptive message

Work Log

2026-04-01 — Slot 7

Started task: Cross-analysis convergence detection
Reading existing code to understand hypothesis storage and Exchange page structure

Payload JSON

{
  "requirements": {
    "coding": 7,
    "reasoning": 7,
    "analysis": 8
  }
}

Sibling Tasks in Quest (Exchange) ↗

○[Exchange] Evolve economics, markets, and incentive ecologyP97

○[Exchange] CI: Update hypothesis scores from new debate roundsP96

○[Exchange] Periodic market participant evaluation of top hypothesesP95

○[Exchange] CI: Backfill evidence_for/evidence_against with PubMed citationsP94

○[Exchange] CI: Enrich thin hypotheses — expand next 5 descriptionsP90

✓[Exchange] Enrich top 3 hypotheses with deep descriptions and evidence chainsP99

✓[Exchange] Enrich top-scoring thin hypotheses — APOE4-Lipidation, APOE4-to-APOE2, Stress GranuleP96

✓[Exchange] Enrich top SEA-AD hypothesis with PubMed citations and evidenceP96

✓[Exchange] Enrich top 5 unenriched hypotheses with pathway diagrams, evidence, clinical trialsP96

✓[Exchange] Enrich hypotheses 4-10 to demo qualityP95

[Exchange] Cross-analysis convergence detection done analysis:8 coding:7 reasoning:7