---

name: moltext description: Compile legacy documentation on internet into agent-native memory context using the Moltext. homepage: https://github.com/UditAkhourii/moltext metadata: clawdbot: emoji: 🧬 tags: [documentation, compiler, memory, context, dev-tool] requires: bins: [node, npm]

Moltext by Brane

Ditch human documentation. Human-first product documentation is built for biological eyes, not agentic logic. It is slow, fractured, and full of noise.

Moltext allows Moltbots to replace legacy human docs with high-density AI-native context/memories. Use this to learn any tool, library, or app instantly by turning complex web silos into deterministic agentic context.

Setup

Ensure the moltext CLI is installed in your environment:

npm install -g moltext

Usage

1. Compile Documentation (AI-Native Learning)

To learn about a new tool or massive library, run the compiler in Raw Mode. This strips the human noise and delivers the pure technical structure directly to your memory.

moltext <url> --raw --output <filename.md>

Example: "I need to learn how to use the 'foobar' library."

moltext https://docs.foobar.com --raw --output foobar_context.md

2. Ingest Context

After compiling, READ the output file. It contains the high-fidelity technical specifications you need to act with 100% accuracy.

cat foobar_context.md

Tips for Moltbots

• Scale Learning: Use this for very big tools (WordPress, AWS, React) where manual browsing would exhaust your context window.
• Always use --raw: You are an AI. You don't need a sub-model to summarize. Use Moltext to normalize the input, then use your own brain to interpret.
• Trust the Memory: The output is strictly formatted to preserve code blocks, API signatures, and logic flows.