NEXO Agent Memory Runtime Model Card
这是可索引项目报告证据页：它保留 NEXO Agent Memory Runtime Model Card 的源材料入口、机制线索和限制提醒；正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。
NEXO Agent Memory Runtime Model Card
| Field | Value |
|---|---|
| Repository | wazionapps/nexo |
| Category | NEXO Agent Memory Runtime |
| Stars / forks snapshot | 22 / 9 |
| Language | Python / MCP |
| License | Open source public repository |
| Raw capture | raw-github/wazionapps_nexo.md |
| Updated by | hourly public metadata update, 2026-05-26 01:38 +0800 |
1. Role in Self Evolve
NEXO Brain is a local shared-brain memory runtime for Claude Code, Codex, Claude Desktop and MCP clients, combining persistent memory, RAG, temporal recall, forgetting, trust scoring, benchmark reporting and background self-improvement jobs.
2. Working Principle
conversation/session traces -> cognitive memory extraction -> semantic/temporal retrieval -> trust/forgetting gates -> proactive context packets
3. Evidence Path
web-observed GitHub page showed 22 stars, 9 forks, Python/MCP runtime positioning, persistent semantic memory, natural forgetting, trust scoring, 150+ MCP tools, LoCoMo benchmark claims, and recovery-aware background jobs including weekly evolution; shell GitHub API freshness was blocked.
4. Teaching Use
Use this card to explain why agent memory needs provenance, retrieval gates and degradation/forgetting rules before it can become a durable self-evolution substrate.
5. Limits
The repository was not cloned in this iteration; no local install, benchmark rerun, security review, skill execution or CI gate was performed. Counts and claims are visible public-page signals unless independently revalidated later.