modbender 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.