Agent Assistant Skill for Claude

const { StuckDetector } = require('musubi/src/analyzers/stuck-detector');

const detector = new StuckDetector({
  repeatThreshold: 3, // Detect after 3 repeats
  monologueThreshold: 10, // Detect after 10 messages
  minHistoryLength: 5, // Minimum events for detection
});

// Add events from agent session
detector.addEvent({ type: 'action', content: 'Read file.js' });
detector.addEvent({ type: 'action', content: 'Read file.js' });
detector.addEvent({ type: 'action', content: 'Read file.js' });

// Check if stuck
const analysis = detector.detect();
if (analysis) {
  console.log(analysis.getMessage());
  // "エージェントが同じアクションを繰り返しています"
}

const { MemoryCondenser } = require('musubi/src/managers/memory-condenser');

// Create from config or type
const condenser = MemoryCondenser.create('recent', {
  maxEvents: 50,
  keepRecent: 20,
  keepFirst: 5
});

// Condense events
const events = [...]; // Array of MemoryEvent objects
const condensed = await condenser.condense(events);
console.log(condensed.toPrompt()); // Compressed history for LLM

# Extract learnings from current session
musubi-remember extract

# Export memory to file
musubi-remember export ./session-memory.json

# Import memory from file
musubi-remember import ./session-memory.json

# Condense memory to fit context window
musubi-remember condense

# List stored memories
musubi-remember list

# Clear session memory
musubi-remember clear

const { AgentMemoryManager } = require('musubi/src/managers/agent-memory');

const manager = new AgentMemoryManager({
  projectRoot: process.cwd(),
  autoSave: true,
  minConfidence: 0.5,
});

await manager.initialize();

// Extract learnings from session events
const events = [
  { content: 'npm run test で単体テストを実行しました' },
  { content: 'Error: Module not found → npm install で解決' },
];
const learnings = manager.extractLearnings(events);

// Save learnings
const result = await manager.saveLearnings(learnings, { confirmed: true });

// Export as markdown
const markdown = await manager.exportToMarkdown();

# Initialize stuck detector for current session
musubi-analyze stuck --session ./session.log

# Condense session memory
musubi-analyze condense --strategy recent --max-events 50

# Extract learnings from session
musubi-analyze learnings --session ./session.log --export markdown

## 🚨 Stuck Detection Report

**Pattern Detected**: repeating_action
**Confidence**: 0.95
**Message**: エージェントが同じアクションを繰り返しています

### Event History

1. [action] Read file.js
2. [action] Read file.js
3. [action] Read file.js

### Recommended Actions

- Try a different approach to access the file
- Check file permissions
- Consider alternative file paths

## 📚 Session Learnings

### Commands (2 items)

- `npm run test` - 単体テストを実行
- `npm install` - 依存関係をインストール

### Error Solutions (1 item)

- **Error**: Module not found
- **Solution**: npm install で解決
- **Confidence**: 0.85

### Project Structure (1 item)

- テストファイルは `tests/` ディレクトリに配置