context-engineering-framework

CLEAR Context OS is the maintenance layer your second brain never had: ownership boundaries enforced mechanically, staleness surfaced on a schedule, drift propagated across linked docs, a dispatcher that learns from your clicks. One source of truth per topic. Searchable. Task-aware.

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.

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.

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

Context Engineering library for LLM pipelines. Compression, token budgeting, context modes, and provider-agnostic execution.

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

External control plane for coding agents. Delegate repository exploration and evidence gathering while keeping reasoning and implementation with the primary agent.

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