causal-memory
Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.
AI 代理的因果记忆层——记录决策→结果关系的 MCP 服务器。可跨压缩存活。
How to install
dsh plugin add github:JingxuanC/causal-memory About
causal-memory **An agent memory system with a causal core — and the only one that models inhibition.** > Facts, temporal state, and decision → outcome causal edges on one SQLite store, powered by a hippocampus-style engine: typed spreading activation (excitatory *and* inhibitory), Hebbian co-occurrence reinforcement, Q-value dynamics, and immutable SWR consolidation. Agents recall *what* happened, *when* it was true, *why* it worked — and *what would happen if* they acted differently. **English** · 简体中文 --- Why Every agent forgets *why* it made past decisions after a few context compactions. I…
Recommendation signals
Meta
- License
- Apache-2.0
- Language
- Rust
- GitHub stars
- 71
- mo. downloads
- –
- Last push
- 2026-09-10
- Created
- 2026-07-26
Links
Basic safety check
- Findings
- curated 收录但无 npm 包/安装命令
- Sources
- curated:awesome-dsh-plugin/awesome-dsh-plugin
- Topics
- agent-memory, causal-inference, deepseek-harness, dsh, dsh-plugin, llm-agents, long-term-memory, mcp, mcp-server, rust
Related plugins
memsearch
zilliztech/memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
hindsight
vectorize-io/hindsight/tree/main/hindsight-integrations/coding-agents
Hindsight, agent memory that learns: long-term project memory with auto recall and retain, knowledge pages, deep reflection, and per-repo memory banks.
neurolink
juspay/neurolink
One TypeScript interface for 24+ LLM providers — swap providers without rewriting. MCP-native (connect any MCP server), voice (TTS/STT/realtime), RAG, memory, file processors. Production-origin: powers Tara, Yama, and Clairvoyance at Juspay.