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jbvc/continuous-learning-v2

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

40

Quality

40%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

Overview
Quality
Evals
Security
Files

config.json

{
  "version": "2.0",
  "observation": {
    "enabled": true,
    "store_path": "~/.claude/homunculus/observations.jsonl",
    "max_file_size_mb": 10,
    "archive_after_days": 7,
    "capture_tools": ["Edit", "Write", "Bash", "Read", "Grep", "Glob"],
    "ignore_tools": ["TodoWrite"]
  },
  "instincts": {
    "personal_path": "~/.claude/homunculus/instincts/personal/",
    "inherited_path": "~/.claude/homunculus/instincts/inherited/",
    "min_confidence": 0.3,
    "auto_approve_threshold": 0.7,
    "confidence_decay_rate": 0.02,
    "max_instincts": 100
  },
  "observer": {
    "enabled": false,
    "model": "haiku",
    "run_interval_minutes": 5,
    "min_observations_to_analyze": 20,
    "patterns_to_detect": [
      "user_corrections",
      "error_resolutions",
      "repeated_workflows",
      "tool_preferences",
      "file_patterns"
    ]
  },
  "evolution": {
    "cluster_threshold": 3,
    "evolved_path": "~/.claude/homunculus/evolved/",
    "auto_evolve": false
  },
  "integration": {
    "skill_creator_api": "https://skill-creator.app/api",
    "backward_compatible_v1": true
  }
}

config.json

SKILL.md

tile.json