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
Google's AI-powered research notebook that ingests your documents and becomes an expert on your content. Generates audio overviews, study guides, FAQs, and interactive discussions from uploaded sources.
Google DeepMind's experimental AI agent that can navigate websites, fill forms, and complete multi-step browser tasks autonomously. Uses Gemini's multimodal understanding to interact with web interfaces.
Google DeepMind's universal AI assistant prototype that can see, hear, and respond in real-time through your device camera and microphone. Demonstrates the future of multimodal AI interaction.
Google Cloud's enterprise platform for building, deploying, and managing AI agents powered by Gemini. Supports multi-agent orchestration, tool integration, and enterprise governance.
Gemini's agentic research capability that autonomously browses the web, synthesizes information from dozens of sources, and produces comprehensive research reports on any topic.
Interactive coding and content creation agent that generates, previews, and iterates on code, documents, and interactive applications in a side panel. Supports HTML/CSS/JS, Python, and more.