The Switchboard (Context-Pipe)
Context-Pipe is the high-performance orchestration layer designed to bring the Unix Philosophy to the AI context window. It serves as the universal switchboard that connects AI tools to intelligence refineries.
The Context-Pipe Protocol (CPP)
CPP is a language-agnostic standard based on stdin and stdout. If a tool can read text and emit text, it can be a node in the pipe. This allows for extreme decoupling of infrastructure:
- Agnostic: Chain Rust, Python, Go, and Bash tools into a single stream.
- Deterministic: Use native OS utilities (Grep, JQ, Sed) for perfect data filtering.
- Composable: Build complex "Mental Supply Chains" using a simple JSON configuration.
Advanced Node Chaining
Context-Pipe supports multi-node data streams that can transform context in real-time:
- Binary Nodes: Standalone tools like the native Rust
sift-core. - Bash Nodes: Direct execution of shell commands for high-speed filtering.
- Skill Nodes: Injection of expert "Instruction Lenses" (e.g., Security Auditor, UI Expert) into the context stream.
Subconscious Interceptors
Context-Pipe acts as an invisible hook within the agentic ecosystem. It automatically intercepts tool responses in Cursor, Windsurf, Claude Code, and VS Code, sifting the data through your custom pipes before the LLM ever sees it.
The Context Balance Sheet
CPP includes a dedicated telemetry engine that tracks the ROI of your context window. Every character saved is tracked, allowing you to audit the "Net Gain" in signal across every individual node in your supply chain.