llms-txt-extraction-guide

llms-txt-extraction-guide is a skill for Claude Code, Codex from nirholas/three.ws. It costs 61 tokens per session (985 once invoked), scanned A, original, Apache-2.0.

A documentation extraction guide for websites that publish llms.txt or install.md files. These are text files designed to help AI tools understand a site’s documentation and setup instructions.

In plain words
What is it for?
Use it to extract summaries, full documentation, installation steps, separate markdown sections, JSON data, or MCP-compatible results from a website.
Why use it?
It turns scattered website documentation into structured files or responses that agents and automation tools can process more easily.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/nirholas/three.ws/llms-txt-extraction-guide
Any agent
npx skills add nirholas/three.ws --skill llms-txt-extraction-guide
Clone the repo
git clone --depth 1 https://github.com/nirholas/three.ws

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for llms-txt-extraction-guide

README.md
[![agentmods](https://agentmods.dev/badge/skills/nirholas/three.ws/llms-txt-extraction-guide.svg)](https://agentmods.dev/skills/nirholas/three.ws/llms-txt-extraction-guide)
Your own site
<a href="https://agentmods.dev/skills/nirholas/three.ws/llms-txt-extraction-guide"><img src="https://agentmods.dev/badge/skills/nirholas/three.ws/llms-txt-extraction-guide.svg" alt="Measured on agentmods" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 985 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00061 $0.00985
Opus 5 $0.00030 $0.00492
Sonnet 5 $0.00012 $0.00197
Haiku 4.5 $0.00006 $0.00098

Measured yesterday against content hash 004bf4e50eae, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

llms-txt-extraction-guide scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl https://llm.energy/api/extract?url=https://docs.chat.sperax.io
data/skills/development/llms-txt-extraction-guide/SKILL.md · 143 lines

How it starts

The opening of the file, as written. The whole thing — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.

llms.txt Documentation Extraction Guide

llm.energy extracts documentation from websites implementing the llms.txt and install.md standards. It transforms raw documentation into structured, agent-ready formats optimized for LLMs.

Standards

Standard Purpose Specification
llms.txt Machine-readable documentation llmstxt.org
install.md LLM-executable installation instructions installmd.org

What It Does

Input: https://docs.chat.sperax.io
    │
    ▼
Auto-detects:
  ├── /llms.txt (summary)
  ├── /llms-full.txt (full docs)
  └── /install.md (setup instructions)
    │
    ▼
Output:
  ├── Individual markdown files per section
  ├── Single concatenated document
  ├── JSON structured output
  └── MCP-compatible tool responses

Quick Start

Web Interface

Visit llm.energy, paste a URL, and extract.

CLI

npx @llm-energy/cli extract https://docs.chat.sperax.io

MCP Server

{
  "mcpServers": {
    "llm-energy": {
      "command": "npx",
      "args": ["@llm-energy/mcp-server"]
    }
  }
}

MCP Tools

Tool Description
extractDocs Extract llms.txt from a URL
extractFull Extract llms-full.txt (complete documentation)
extractInstall Extract install.md (setup instructions)
detectStandards Check which standards a site supports
batchExtract Extract from multiple URLs at once

REST API

# Extract documentation
curl https://llm.energy/api/extract?url=https://docs.chat.sperax.io

# Detect standards support
curl https://llm.energy/api/detect?url=https://docs.chat.sperax.io

# Batch extract
curl -X POST https://llm.energy/api/batch \
  -d '{"urls": ["https://docs.chat.sperax.io", "https://docs.aave.com"]}'

Export Formats

Format Best For
Markdown Human reading, GitHub, documentation sites
JSON Programmatic consumption, databases
Plain text LLM context windows, RAG pipelines
Split files Individual section storage

Read the full file on GitHub · 143 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 143 lines · 61 tokens per session scan A 004bf4e50eae

Subscribe to this mod's changes

llms-txt-extraction-guide is a skill published in the GitHub repository nirholas/three.ws (110 stars, last pushed today), licensed Apache-2.0. It adds 61 tokens to every session and 985 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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