◦ 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
◦ 1,796 builders waiting

Want the agent behind these prompts?

These prompts came out of building Trillion. The whole thing is going open-source on GitHub. Drop your email and I'll ping you the moment the repo drops.

I'll send a one-time link to confirm your email. Nothing else.

◦ Next prompt
Build Your Own Voice-First AI Agent — From Empty Repo to a Talking, Tool-Using, Always-On Assistant in One Session

Paste this into Claude Code, Cursor, or Codex and it'll interview you, help you name your agent, then walk your codebase through building a voice-first assistant tier by tier: a text conversation loop you can debug before you ever add audio, a tool registry that lets the agent actually do things, real speech-in and speech-out (Deepgram for transcription, ElevenLabs for voice) so you talk to it instead of typing, memory that survives a restart, an always-on background loop so the agent can reach out to you first, and the safety rails that keep a proactive assistant from doing something you didn't ask for. Interview first, then build tier by tier. Each tier runs on its own and is verified before the next begins.