causal-memory
Causal memory layer and tool suite for AI agents modeling decision-outcome relationships and inhibition.
Install
$ One-line install: dsh plugin --profile web add "$PWD/dsh-plugin" (needs thePlugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Records and retrieves typed causal edges (caused, enabled, prevented)
- Provides inhibitory spreading activation (GABA analogue) for danger and failure warnings
- Offers forward intervention simulation and counterfactual queries before taking actions
- Integrates 14+ tools directly into DeepSeek Harness ctx.tools via JSON-RPC stdio
- Features hippocampal-style offline consolidation (SWR), Hebbian reinforcement, and Q-value dynamics
Useful For
- Preventing autonomous agents from repeating known mistakes across long sessions and context compactions
- Analyzing root causes of failed operations through multi-hop backward causal graph traversal
- Evaluating alternative decision paths prior to high-risk tool or shell executions
Who It Fits
- Autonomous agent developers
- DeepSeek Harness power users requiring persistent long-term memory
- AI workflow designers managing complex, multi-step actions
Documented Limitations
- Requires the underlying causal-memory binary (via Cargo build or pip) to communicate over stdio
- Cross-task analogy transfer (meta-edge learning) remains an active development area with lower baseline accuracy
- HTTP transport mode endpoints are unauthenticated and should not be exposed to the public internet
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
GitHub reports the repository license as Apache-2.0.
No root package.json was captured in the latest GitHub snapshot.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- JingxuanC/causal-memory
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- c162eef · 2026-08-31
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 52GitHub stars
- Forks
- 3
- Open issues
- 10
- Last commit
- 2026-08-29
- Last release
- 2026-08-29
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