Causal Graph Python Packages

causal-continuity-engine

Continuity, causal invalidation, and proof for long-running coding agents

ruleflow

A Python research framework and terminal-based IDE (RuleFlow Studio) for modeling, evolving, and analyzing discrete complex systems like ECA and SSS.

genesys-memory

Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

llm-failure-atlas

A graph-based failure modeling and deterministic detection system for LLM agent runtimes.

papez

Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

history-graph-protocol

An MCP server that gives AI agents a permanent, append-only causal history