Context Engineering Framework Python Packages

agent-actions

Declarative framework for orchestrating multi-model Agentic pipelines with context engineering and quality gates.

local-context-compiler

Cut LLM context and Claude Code sessions 40–80% without rewriting a byte. Offline, verbatim, with an audit receipt for every block dropped. CLI, MCP server and Claude Code/Open AI Plugin. MIT.

twin-cognition

Persistent computational understanding for the AI tools you already use. A governed cognitive layer that transforms distributed observations into reusable understanding across models and interfaces.

agent-feed

Turn AI coding chats into a source-controlled workflow: AGENTS.md, rules, skills, verification gates, and adapters for Codex, Claude Code, and Cursor.

crumb-format

CRUMB is the copy-paste AI handoff format. Switch AIs without losing the plot.