Home / maojiebc / majia-guanyuan · AGENTS.md · GitHub

AGENTS.md agentsA

AGENTS.md is agent-read markdown (agents) from maojiebc/majia-guanyuan.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# AGENTS.md — majia-guanyuan

This file is read by:
- **OpenAI Codex** as project-level instructions (when cwd is inside this repo)
- **Hermes / gbrain** as a resolver file (alternative to `RESOLVER.md`)
- Other AGENTS.md-aware tools (e.g., **Cursor**, **Aider**)

## What this repo is

A Claude Code Skill for **Guandata BI (观远 BI)** — a tool-agnostic agent skill packaged so it works with **Claude Code**, **OpenClaw**, **Hermes/gbrain**, **Codex**, and any other agent that recognizes `SKILL.md` frontmatter.

**V3.0.0 重定位 — 「马甲实战版」**: after the official Guandata BI skill family went public on 2026-06-03 (`@guandata/guanskill`: guancli / guanvis / guanetl / guanwf / guands / guanmetric + per-skill AI skills; guanadmin / guanexport left the public family on 2026-06-04; guanmetric joined 2026-07-08, current family = 6), this skill was refactored ground-up from a self-built full-stack + fallback into a **battle-tested gain-layer on top of the official family**. The self-built HTTP client `scripts/guandata.py` (2789 lines) was retired and ~1600 lines of dead code removed. **Standard query / card / ETL / dataset CRUD all route to the official family**; this skill keeps only what the…
…

Read the whole file at its exact version.

How to install

Latest version
mdr add maojiebc/majia-guanyuan/AGENTS.md@git:20260922.5270796
Exact content
mdr add maojiebc/majia-guanyuan/AGENTS.md@sha256:e33bd50178cd22a0

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_62zyz2r7dnghik43.svg)](https://markdownregistry.com/a/art_62zyz2r7dnghik43)

2 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260922.5270796 latest2026-09-22 5270796 8,523 BA view · diff
git:20260920.a28786c2026-09-20 a28786c 8,523 BA view · diff
git:20260914.ccc96232026-09-14 ccc9623 8,523 BA view · diff
git:20260914.f97463a2026-09-14 f97463a 8,421 BA view · diff
git:20260914.639f6172026-09-14 639f617 8,431 BA view · diff
git:20260914.70e56ef2026-09-14 70e56ef 8,124 BA view

Audit of the latest version

A  14 of 14 checks passed. Deterministic, no model, same answer every run.
  • pass: Size between 200 bytes and 200 KB (8523 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 · 15 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_62zyz2r7dnghik43
GET https://markdownregistry.com/api/v1/resolve?ref=maojiebc/majia-guanyuan/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/e33bd50178cd22a0c9f55d1a5931bd816aba90744864db4fefa6e75d459cf63e

Your agent 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.

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