AI Amnesia — Solved. Within-Session Coherence Degradation — Solved.
The Adam Framework is a 5-layer persistent memory architecture for OpenClaw agents, developed over 8 months across 353 sessions on a live business by a non-coder running consumer hardware.
OpenClaw just got acquired by OpenAI. Your memory layer shouldn't be.
| Layer | Component | What It Does |
|---|---|---|
| ------- | ----------- | -------------- |
| 1 | Vault injection via SENTINEL | Identity files loaded at every boot. Agent wakes up knowing who it is. |
| 2 | memory-core plugin | Live memory search mid-session via memory_search / memory_get tools |
| 3 | Neural graph (nmem_context) | Associative recall — 12,393 neurons, 40,532 synapses. Concepts link to concepts. |
| 4 | Nightly reconciliation | Gemini merges daily logs into CORE_MEMORY.md while you sleep. Nothing lost. |
| 5 | Coherence monitor | Scratchpad dropout detector — fires re-anchor before drift causes damage. 33 tests passing. |
> The memory is in the files. The model is just the reader.
When the system was completely wiped and rebuilt from scratch, the agent came back online with full continuity — because the identity files survived. Swap the LLM, keep the Vault. Memory persists.
Two paths — pick one:
Path 1 — You do it yourself (30–60 min)
Read SETUP_HUMAN.md. Plain English, no technical background assumed.
Path 2 — Let your agent handle it
Paste SETUP_AI.md into your OpenClaw chat. It asks 8 questions and does the install itself.
npm install -g mcporter共 1 个版本