llms.txtA

llms.txt from maojiebc/majia-guanyuan is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add maojiebc/majia-guanyuan/llms.txt@git:20261014.179282d

Pins git:20261014.179282d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
maojiebc/majia-guanyuan
Path
llms.txt
Versions recorded
9
Latest version
git:20261014.179282d, committed Oct 14, 2026
First version recorded
Jul 11, 2026
Size
5,857 bytes
Repository stars
17
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

# majia-guanyuan

> A tool-agnostic Agent Skill for Guandata BI (观远 BI), created by 超级马甲 / maojiebc. It is a battle-tested augmentation layer on top of Guandata's official CLI family (guancli / guanvis / guanetl / guanwf / guands / guanmetric), covering restricted query orchestration, provenance, safe chunked extraction, and what the official DSL cannot reach: ETL governance judgment, BI engine error playbooks, custom chart injection, HTML application dashboards with visual design baselines, v7 draft-release state-machine bypasses, SuperApp reverse-engineering, AI-native ADS methodology, and a restaurant BI formula library.

## Primary Links

- Repository: https://github.com/maojiebc/majia-guanyuan
- Skill entry: https://github.com/maojiebc/majia-guanyuan/blob/main/SKILL.md
- Chinese README: https://github.com/maojiebc/majia-guanyuan/blob/main/README.md
- English README: https://github.com/maojiebc/majia-guanyuan/blob/main/README.en.md
- Security policy: https://github.com/maojiebc/majia-guanyuan/blob/main/SECURITY.md
- Attribution: https://github.com/maojiebc/majia-guanyuan/blob/main/ATTRIBUTIONS.md

## Skill Contents
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add maojiebc/majia-guanyuan/llms.txt@sha256:37ecb4c28b19a31d

The line at the top of this page pins the label git:20261014.179282d, 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_zogozpz6xvrfdzgv.svg)](https://markdownregistry.com/a/art_zogozpz6xvrfdzgv)

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

Versions

The registry has recorded 9 versions of this file, between Jul 11, 2026 and Oct 14, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261014.179282d latest2026-10-14 179282d 5,857 BA view · diff
git:20261012.e71742d2026-10-12 e71742d 5,506 BA view · diff
git:20261012.16002ea2026-10-12 16002ea 5,236 BA view · diff
git:20260930.70907332026-09-30 7090733 4,632 BA view · diff
git:20260914.ccc96232026-09-14 ccc9623 4,117 BA view · diff
git:20260914.639f6172026-09-14 639f617 3,724 BA view · diff
git:20260914.70e56ef2026-09-14 70e56ef 3,485 BA view · diff
git:20260819.baa0e102026-08-19 baa0e10 3,331 BA view · diff
git:20260711.9ab195a2026-07-11 9ab195a 3,318 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 (5857 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

maojiebc/majia-guanyuan · 17 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zogozpz6xvrfdzgv
GET https://markdownregistry.com/api/v1/resolve?ref=maojiebc/majia-guanyuan/llms.txt
GET https://markdownregistry.com/api/v1/blob/37ecb4c28b19a31d20e1c89aa0101b64155cfaf08ca1524500f99d24d14af28a

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 maojiebc/majia-guanyuan

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