AGENTS.mdA

AGENTS.md from linxule/interpretive-orchestration is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add linxule/interpretive-orchestration/AGENTS.md@git:20261106.0208a3c

Pins git:20261106.0208a3c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
linxule/interpretive-orchestration
Path
AGENTS.md
Versions recorded
5
Latest version
git:20261106.0208a3c, committed Nov 6, 2026
First version recorded
Feb 6, 2026
Size
4,822 bytes
Repository stars
21
License
a license file GitHub does not identify

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

# AGENTS.md: AI Assistant Entry Point

This is your entry point for understanding and working with the Interpretive Orchestration project.

---

## What's in This Repository

One plugin, with a manifest for each agent tool that can install it:

```
repo-root/
│
├── AGENTS.md                          # ← You are here
├── README.md                          # Human-facing project overview
├── CITATION.cff                       # How to cite the work
├── .claude-plugin/marketplace.json    # Claude Code and Copilot CLI marketplace
├── .agents/plugins/marketplace.json   # Codex marketplace
├── kimi.plugin.json                   # Kimi Code manifest
│
└── plugin/                            # The plugin
    ├── CLAUDE.md                      # Maintenance guide and agent instructions
    ├── ARCHITECTURE.md                # Full architecture reference
    ├── skills/                        # 17 qual-* commands + 12 skills (JavaScript scripts)
    ├── agents/                        # 4 agents (markdown)
    ├── hooks/                         # hooks.json + run-hook.js adapter + hook scripts
    └── tests/                         # node tests/run-tests.js
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add linxule/interpretive-orchestration/AGENTS.md@sha256:b492dda3fedef93c

The line at the top of this page pins the label git:20261106.0208a3c, 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_2wnsqgzrnhuflw4l.svg)](https://markdownregistry.com/a/art_2wnsqgzrnhuflw4l)

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

Versions

The registry has recorded 5 versions of this file, between Feb 6, 2026 and Nov 6, 2026, about one every 68 days.

versioncommittedcommitsizeaudit
git:20261106.0208a3c latest2026-11-06 0208a3c 4,822 BA view · diff
git:20261106.dc3b2022026-11-06 dc3b202 4,822 BA view · diff
git:20261106.254db972026-11-06 254db97 4,822 BA view · diff
git:20260206.74b6ded2026-02-06 74b6ded 5,774 BA view · diff
git:20260206.23551032026-02-06 2355103 7,074 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 (4822 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

linxule/interpretive-orchestration · 21 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2wnsqgzrnhuflw4l
GET https://markdownregistry.com/api/v1/resolve?ref=linxule/interpretive-orchestration/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/b492dda3fedef93c42eb1b99396a7449e5052d0d2d3aa9c1570b88bb5e378398

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 write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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linxule/interpretive-orchestration · plugin/skills/gioia-methodology/SKILL.md · This skill should be used when users are building or refining their Gioia data structure, mentions 'Gioia', 'data…
git:20261106.fabdbaf · audit A · 21 stars
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linxule/interpretive-orchestration · plugin/skills/interview-ingest/SKILL.md · This skill should be used when users have audio interview recordings to transcribe, need to convert PDF documents…
git:20261106.fabdbaf · audit A · 21 stars
literature-sweep SKILL.md skill
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methodological-rules SKILL.md skill
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