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BytesAgain β€Ί Skills β€Ί Evolution State Analyzer
πŸ¦€ ClawHub

Evolution State Analyzer

by @wanng-ide

Analyzes the evolution memory graph for stagnation patterns, recurring failures, and success plateaus. Generates actionable insights to guide future evolutio...

Versionv1.0.0
Downloads2,100
Installs3
#clawhub
TERMINAL
clawhub install evolution-state-analyzer

πŸ“– About This Skill

name: evolution-state-analyzer description: Analyzes the evolution memory graph for stagnation patterns, recurring failures, and success plateaus. Generates actionable insights to guide future evolution cycles.

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

    const analyzer = require('./index');
const insights = await analyzer.analyzeState();
console.log(JSON.stringify(insights, null, 2));

    Example Output

    {
  "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)"
  ]
}

    πŸ’‘ Examples

    const analyzer = require('./index');
const insights = await analyzer.analyzeState();
console.log(JSON.stringify(insights, null, 2));