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README.md

Continuous Learning

The process is the purpose.

What it does

Continuous Learning turns inquiry into skill. It researches deeply, synthesizes across sources, debugs complexity, and explores new terrain with patience. Every investigation strengthens your thinking, not just your answers.

Skills

Skill Purpose
retrospective Extract learning from what just happened
research-modes Choose research approach by question type
research-synthesis Weave findings into coherent insight
project-exploration Understand unfamiliar codebases and domains
debugging Investigate root causes systematically
web-research Gather and validate external knowledge
patient-learning-protocol Learn without rushing understanding
era-architecture Understand systems across time and scale

When to use

  • "Why did that fail?" — Debug, don't just fix
  • "We don't understand the space yet" — Explore patiently
  • "What did we learn?" — Retrospect before moving on
  • "What's the state of the art?" — Synthesize across sources

The Loop

Learns in the LEARN phase: investigate observation, synthesize findings, explore unknown terrain. Feeds clarity back to Strategize and Specify.