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continuous-learning-v2 - Instinct-based agent learning system

Observes agent sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents

Tags

Updated: 2026-03-26

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • observe sessions
  • capture prompts
  • detect patterns
  • create instincts
  • score confidence
  • cluster instincts
  • evolve instincts
  • export instincts
  • import instincts
  • manage scopes
  • detect projects
  • promote instincts

Inputs

  • session prompts
  • tool usage
  • project context
  • instinct files
  • observer config

Outputs

  • instinct patterns
  • confidence scores
  • evolved skills
  • evolved commands
  • evolved agents
  • instinct exports

Requirements

  • agent hooks support
  • git repository
  • background agent

Source

  • Spec: SKILL.md

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learning
automation
observation
patterns
skills
observe sessions
capture prompts
detect patterns
create instincts
session prompts
tool usage
project context
instinct patterns
confidence scores
evolved skills