continuous-learning-v2 - Instinct-based continuous learning system
Observes session activity via hooks to build weighted atomic instincts and evolve them into skills, commands, and agents.
Tags
Updated: 2026-09-18Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Capture session prompts and tool calls
- Detect learning patterns from observations
- Create atomic instincts with confidence scores
- Cluster instincts into skills and agents
- Export and import learned instincts
Inputs
- PreToolUse and PostToolUse hook events
- Session prompts and tool execution results
- Configuration parameters in config.json
- Importable instinct Markdown files
Outputs
- Observation log jsonl file
- Atomic instinct files with confidence scores
- Evolved skill command and agent files
- Exported instinct bundle files
Requirements
- Claude Code with hook support
- Background observer script and Haiku model
- Local file system directory structure