A.I.M. – Actual Intelligent Memory: zero-token exoskeleton for long-running Gemini CLI/Chat GPT Codex/Claude Code agents. External SQLite memory, GitOps guardrails, DataJack cartridges. Alpha, trenches-first.

A.I.M. (Actual Intelligent Memory)

"Treat your AI like a bot, not an oracle."

A.I.M. is an open-source exoskeleton designed to cure the "Amnesia Problem" of autonomous AI agents. It wraps around your CLI agent (like Gemini) and forces it to act like a disciplined Principal Engineer — externalizing memory into a local SQLite Engram DB, automating the Git lifecycle, and ruthlessly distilling your context the exact second a coding session ends.

🔥 Core Features

• The Single-Shot Memory Compiler: Instantly distills session context and surgically edits MEMORY.md the second a coding session ends. No background cron jobs. No silent LLM hallucinations while you sleep.
• The Zero-Token Python Engine (The Autonomic Layer): Deterministic Python scripts strip raw terminal JSON noise into a clean "Signal Skeleton," reducing token weight by up to 85% before an LLM ever touches the data.
• The Federated Brain (Archipelago Model): Eliminates database bottlenecks by segregating memory across purpose-built SQLite databases (project_core.db, global_skills.db, datajack_library.db, subagent_ephemeral.db).
• Strict GitOps Bridge (Atomic Deployments): Forces agents to use aim bug, aim fix <id>, aim push, and aim promote. Agents are physically forbidden from raw git commit or pushing to main, ensuring every change is isolated in a Worktree and test-driven.
• The Obsidian Bridge & Remote Fleet: Sync your project folder to an Obsidian Vault and let a headless A.I.M. daemon on a secondary GPU server compile your memory, giving you an infinitely scalable, cross-machine brain.
• The DataJack Protocol (.engram Cartridges): Package thousands of pages of documentation into pre-vectorized .engram files. Run aim jack-in framework.engram to instantly inject semantic recall of entire libraries without spending a single API token.
• Modular Cognitive Routing: Decouple the "conscious" and "subconscious." Keep flagship model