The author used an AI agent, Claude Code, to help manage skills for a project called Contemplative Agent. Initially, the focus was on improving the management process for a growing list of skills, but this did not yield significant progress. After feeding approximately 3,000 turns of session history and other documents to OpenAI's Codex, the AI identified a blind spot: the author had independently reinvented concepts that already had established vocabulary and methods in fields like systems thinking. This diagnosis, particularly the detection of reinvented concepts, shifted the author's perspective on the problem, leading to a more effective approach. AI
IMPACT Demonstrates AI's potential to identify conceptual blind spots by analyzing user interaction history.
RANK_REASON The item is a personal reflection on using AI tools to diagnose knowledge gaps, not a release or research finding.
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