◦ Prompt · Self-Knowledge

Give Your AI Agent Real Self-Knowledge — From Black Box to Self-Aware in One Session

Paste this into Claude Code, Cursor, or Aider and it'll walk your agent codebase through building a living self-knowledge document that auto-refreshes on every commit. Block parser with auto-generated sections, introspecting generators for tools / sub-agents / integrations, a drift checker that catches stale references, a pre-commit hook that keeps it fresh, and the wiring to surface it to the agent at runtime. Interview first, then build piece by piece. Each piece ships independently with verification.

May 18, 2026agentself-awarenessintrospectionneuromapclaude-codetutorial
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Give Your AI Agent a Scout — From Hard-Coded Prompts to Operator-Tunable Doctrine in One Session →

Paste this into Claude Code, Cursor, or Aider and it'll walk your agent codebase through building a scheduled scout sub-agent: a research loop that ends in a validated structured report, an evidence-first rubric with explicit hard kills, rotating hunting lanes that change what it looks for by the day, a review pipeline where a human decides and the agent never does, and — the part almost everyone skips — an instruction set that lives in editable documents your operator can retune from the UI with override, revert, version history and hot reload, instead of a Python constant nobody can reach without a deploy. Interview first, then build tier by tier. Each tier ships independently with verification.