evolution-state-analyzer

# Evolution State Analyzer This skill provides meta-analysis of the evolution process itself by examining the `memory_graph.jsonl` file. ## Capabilities - **Stagnation Detection**: Identifies repetitive cycles without improvement. - **Gene Efficacy Analysis**: Tracks which genes yield the highest success rates. - **Failure Cluster Analysis**: Groups failure reasons to pinpoint systemic issues. - **Trend Reporting**: Visualizes evolution score trends over time. ## Usage ```javascript const analyzer = require('./index'); const insights = await analyzer.analyzeState(); console.log(JSON.stringify(insights, null, 2)); ``` ## Example Output ```json { "total_cycles": 120, "success_rate": 0.75, "stagnation_detected": true, "top_genes": [ { "id": "gene_repair_v2", "success_rate": 0.95 }, { "id": "gene_innovate_v1", "success_rate": 0.40 } ], "recommendations": [ "Switch to INNOVATE intent (stagnation streak: 5)", "Deprecate gene_innovate_v1 (success rate < 0.5)" ] } ```