Agent Context Python Packages

trellis-ai

Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.

agent-context-cli

Navigation contract for AI coding agents in large repos. Templates, validation scripts, and a Python CLI for authoring three-layer context packs. Companion to the agent-recall research.

crewai-prediction-markets

CrewAI adapter for SimpleFunctions prediction-market context: world state, uncertainty, edges, and market reads.

universal-agent-context

Universal context system for AI agents: discover, translate, and manage agent skills across formats. Includes MCP server, CLI, and Python library.

neural-ledger

Neural Ledger: a lightweight memory engine for agents and software that help systems remember useful things, recall what matters, and learn from feedback.

scs-tools

A community-driven specification for creating, validating, and versioning structured context for AI systems