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113 lines
2.2 KiB
Markdown
113 lines
2.2 KiB
Markdown
---
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description: Cluster instincts into skills
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agent: build
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---
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# Evolve Command
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Cluster related instincts into structured skills: $ARGUMENTS
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## Your Task
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Analyze instincts and promote clusters to skills.
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## Evolution Process
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### Step 1: Analyze Instincts
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Group instincts by:
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- Trigger similarity
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- Action patterns
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- Category tags
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- Confidence levels
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### Step 2: Identify Clusters
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```
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Cluster: Error Handling
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├── Instinct: Catch specific errors (0.85)
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├── Instinct: Wrap errors with context (0.82)
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├── Instinct: Log errors with stack trace (0.78)
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└── Instinct: Return meaningful error messages (0.80)
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```
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### Step 3: Generate Skill
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When cluster has:
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- 3+ instincts
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- Average confidence > 0.75
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- Cohesive theme
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Generate SKILL.md:
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```markdown
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# Error Handling Skill
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## Overview
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Patterns for robust error handling learned from session observations.
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## Patterns
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### 1. Catch Specific Errors
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**Trigger**: When catching errors with generic catch
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**Action**: Use specific error types
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### 2. Wrap Errors with Context
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**Trigger**: When re-throwing errors
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**Action**: Add context with fmt.Errorf or Error.cause
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### 3. Log with Stack Trace
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**Trigger**: When logging errors
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**Action**: Include stack trace for debugging
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### 4. Meaningful Messages
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**Trigger**: When returning errors to users
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**Action**: Provide actionable error messages
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```
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### Step 4: Archive Instincts
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Move evolved instincts to `archived/` with reference to skill.
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## Evolution Report
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```
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Evolution Summary
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=================
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Clusters Found: X
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Cluster 1: Error Handling
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- Instincts: 5
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- Avg Confidence: 0.82
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- Status: ✅ Promoted to skill
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Cluster 2: Testing Patterns
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- Instincts: 3
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- Avg Confidence: 0.71
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- Status: ⏳ Needs more confidence
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Cluster 3: Git Workflow
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- Instincts: 2
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- Avg Confidence: 0.88
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- Status: ⏳ Needs more instincts
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Skills Created:
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- skills/error-handling/SKILL.md
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Instincts Archived: 5
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Remaining Instincts: 12
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```
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## Thresholds
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| Metric | Threshold |
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|--------|-----------|
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| Min instincts per cluster | 3 |
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| Min average confidence | 0.75 |
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| Min cluster cohesion | 0.6 |
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---
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**TIP**: Run `/evolve` periodically to graduate instincts to skills as confidence grows.
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