evolution-state-analyzer

TotalClaw 作者 totalclaw

分析进化记忆图的停滞模式、反复出现的失败和成功停滞期。生成可操作的见解来指导未来的演化周期。

安装 / 下载方式

TotalClaw CLI推荐

totalclaw install totalclaw:totalclaw~wanng-ide-evolution-state-analyzer

cURL直接下载，无需登录

curl -fsSL https://skills.taituai.com/api/skills/totalclaw%3Atotalclaw~wanng-ide-evolution-state-analyzer/file -o wanng-ide-evolution-state-analyzer.md

## 概述（中文）

分析进化记忆图的停滞模式、反复出现的失败和成功停滞期。生成可操作的见解来指导未来的演化周期。

## 原文

# 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)"
  ]
}
```