llms.txt@apps/web/publicA

llms.txt@apps/web/public from jgouviergmail/lia-assistant is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add jgouviergmail/lia-assistant/apps/web/public/llms.txt@git:20261101.b02b831

Pins git:20261101.b02b831 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
jgouviergmail/lia-assistant
Path
apps/web/public/llms.txt
Versions recorded
13
Latest version
git:20261101.b02b831, committed Nov 1, 2026
First version recorded
Jul 8, 2026
Size
6,738 bytes
Repository stars
79
License
AGPL-3.0

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

# LIA — Multi-Agent Conversational AI Assistant

> LIA (Learning Intelligent Assistant) is an open-source, multi-agent conversational AI platform
> that orchestrates 21+ specialized AI agents to manage daily productivity — emails, calendar,
> contacts, files, tasks, smart home and more — with systematic human validation (HITL) of every
> sensitive action. Nearly 100% of its code was written by an AI under human direction; the method
> and a measured 7.9/10 technical audit (open findings published) are documented at /story.

## Key Features

- **21+ specialized AI agents**: emails, calendar, contacts, files, tasks, weather, web search, Wikipedia, places, routes, reminders, health metrics, browser automation, smart home (Philips Hue), and more — 327 integrated tools
- **7 LLM providers**: OpenAI, Anthropic, Google Gemini, DeepSeek, Qwen, Perplexity, Ollama (local models) — per-node model selection, cost comparison, no vendor lock-in
- **Two execution modes**: a deterministic Pipeline (plan → validate → approve → parallel execution, 4–8× fewer tokens) and an autonomous ReAct loop — user-switchable per conversation
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jgouviergmail/lia-assistant/apps/web/public/llms.txt@sha256:71aa3e36b39d7c2b

The line at the top of this page pins the label git:20261101.b02b831, 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_32an5gbtlinvag4p.svg)](https://markdownregistry.com/a/art_32an5gbtlinvag4p)

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

Versions

The registry has recorded 13 versions of this file, between Jul 8, 2026 and Nov 1, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261101.b02b831 latest2026-11-01 b02b831 6,738 BA view · diff
git:20261030.8391c402026-10-30 8391c40 6,738 BA view · diff
git:20261028.b32961f2026-10-28 b32961f 6,738 BA view · diff
git:20261026.78905c82026-10-26 78905c8 6,738 BA view · diff
git:20261025.d9661e52026-10-25 d9661e5 6,738 BA view · diff
git:20261024.afb55d42026-10-24 afb55d4 6,738 BA view · diff
git:20261023.3c8ec362026-10-23 3c8ec36 6,738 BA view · diff
git:20261022.ec9ab9d2026-10-22 ec9ab9d 6,739 BA view · diff
git:20260821.72e187e2026-08-21 72e187e 6,155 BA view · diff
git:20260819.d689fb02026-08-19 d689fb0 6,156 BA view · diff
git:20260728.87f102f2026-07-28 87f102f 6,057 BA view · diff
git:20260722.57593832026-07-22 5759383 5,960 BA view · diff
git:20260708.0cbcc562026-07-08 0cbcc56 5,905 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 (6738 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

jgouviergmail/lia-assistant · 79 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_32an5gbtlinvag4p
GET https://markdownregistry.com/api/v1/resolve?ref=jgouviergmail/lia-assistant/apps/web/public/llms.txt
GET https://markdownregistry.com/api/v1/blob/71aa3e36b39d7c2b200fc11686bdee904f7c751b2f1271f45577becfadf56463

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.

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