llms-full.txt@site/public llms.txt fileA

llms-full.txt@site/public from mverab/egeoagents is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add mverab/egeoagents/site/public/llms-full.txt@git:20261017.c49b1f6

Pins git:20261017.c49b1f6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
mverab/egeoagents
Path
site/public/llms-full.txt
Versions recorded
7
Latest version
git:20261017.c49b1f6, committed Oct 17, 2026
First version recorded
Aug 11, 2026
Size
10,296 bytes
Repository stars
205
License
MIT

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# E-GEO — Full Reference for LLMs

> E-GEO — open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit (Python CLI + Claude Code skills), based on published GEO research (arXiv:2511.20867).

Site: https://egeoagents.com
Source: https://github.com/mverab/eGEOagents (MIT license; 197 stars, 56 forks as of 2026-10-08)
PyPI: https://pypi.org/project/egeo/
Paper: https://arxiv.org/abs/2511.20867
Skills: https://skills.sh/mverab/egeoagents

## What E-GEO is

E-GEO analyzes, scores, and rewrites content to rank and get cited in AI-powered search engines: ChatGPT, Perplexity, Gemini, and Claude. It runs a full pipeline — analyze, rank-simulate, rewrite, generate JSON-LD schema — in one command. It is built for developers, technical marketers, and site owners.

AI-visibility trackers tell you where you are invisible; E-GEO fixes the page and verifies the rewrite.

Differentiators:
- Tracker-to-fix bridge: egeo fix-gaps reads a tracker's citation report and rewrites each local page that loses a query.
- Full pipeline: rewriting, not just auditing; outputs copy-paste-ready markdown and JSON-LD schema.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mverab/egeoagents/site/public/llms-full.txt@sha256:66ef62aedac62452

The line at the top of this page pins the label git:20261017.c49b1f6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_phiyvho3xm43e5vs.svg)](https://markdownregistry.com/a/art_phiyvho3xm43e5vs)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Aug 11, 2026 and Oct 17, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261017.c49b1f6 latest2026-10-17 c49b1f6 10,296 BA view · diff
git:20261008.311a43a2026-10-08 311a43a 10,296 BA view · diff
git:20260926.9ccffee2026-09-26 9ccffee 10,296 BA view · diff
git:20260925.87aff742026-09-25 87aff74 10,296 BA view · diff
git:20260924.f57d3452026-09-24 f57d345 9,514 BA view · diff
git:20260901.b4713202026-09-01 b471320 9,247 BA view · diff
git:20260811.132b42c2026-08-11 132b42c 9,244 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (10296 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

mverab/egeoagents · 205 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_phiyvho3xm43e5vs
GET https://markdownregistry.com/api/v1/resolve?ref=mverab/egeoagents/site/public/llms-full.txt
GET https://markdownregistry.com/api/v1/blob/66ef62aedac62452b2e351a32da99b75fe404613731e55985d5d0257050ca251

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to add an llms.txt file to a website · which agent file does what.

More from mverab/egeoagents

CLAUDE.md@.claude CLAUDE.md file
mverab/egeoagents · .claude/CLAUDE.md
git:20260725.4c6244b · audit A · 205 stars
competitive-analysis SKILL.md skill
mverab/egeoagents · .claude/skills/competitive-analysis/SKILL.md · Analyze AI-search competitors for a query and recommend ranking strategy. Use when users ask competitor analysis, who…
git:20260304.6b3825c · audit A · 205 stars
content-scoring SKILL.md skill
mverab/egeoagents · .claude/skills/content-scoring/SKILL.md · Score content against the 10 GEO criteria with evidence and prioritized fixes. Use when users ask to score, rate…
git:20260304.6b3825c · audit A · 205 stars
geo-loop SKILL.md skill
mverab/egeoagents · .claude/skills/geo-loop/SKILL.md · Run one bounded eGEOagents loop iteration over a workspace domain - read the charter and fresh collector data, do ONE…
git:20260827.83fecc7 · audit A · 205 stars
schema-generator SKILL.md skill
mverab/egeoagents · .claude/skills/schema-generator/SKILL.md · Generate JSON-LD schema markup for pages and content types with an implementation checklist. Use when users ask for…
git:20260304.6b3825c · audit B · 205 stars
validation-doctor SKILL.md skill
mverab/egeoagents · .claude/skills/validation-doctor/SKILL.md · Check Brave Search and Chrome DevTools MCP availability and provide exact setup snippets. Use when validation…
git:20260805.2462f19 · audit A · 205 stars
AGENTS.md AGENTS.md file
mverab/egeoagents · AGENTS.md
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CLAUDE.md CLAUDE.md file
mverab/egeoagents · CLAUDE.md
git:20260122.e465253 · audit A · 205 stars
AGENTS.md@openspec AGENTS.md file
mverab/egeoagents · openspec/AGENTS.md
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llms.txt@site/public llms.txt file
mverab/egeoagents · site/public/llms.txt
git:20261008.311a43a · audit A · 205 stars

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