AGENTS.mdA

AGENTS.md from new1direction/ontologyex is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add new1direction/ontologyex/AGENTS.md@git:20261104.d5a90e4

Pins git:20261104.d5a90e4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
new1direction/ontologyex
Path
AGENTS.md
Versions recorded
10
Latest version
git:20261104.d5a90e4, committed Nov 4, 2026
First version recorded
Oct 29, 2026
Size
6,990 bytes
Repository stars
9
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

# For AI agents

## Your user gave you this repository to understand their own project

OntologyEX helps you explain **their** repository, product, business, or company:
what it is, who it serves, how money moves, the main journeys, where it breaks, and
what nobody wrote down. Every claim you make links to the lines it rests on. The
tools only read their repository; they run and change nothing in it.

1. **Get the kit** (Python 3.11 or newer; `KIT` is wherever you can write):

   ```bash
   git clone --depth 1 https://github.com/New1Direction/OntologyEX.git KIT
   python3 -m venv KIT/.venv
   KIT/.venv/bin/python -m pip install 'PyYAML==6.0.3'
   ```

   On Windows use `KIT\.venv\Scripts\python`.

2. **Scan their repository** (`REPO`). This reads files only:

   ```bash
   KIT/.venv/bin/python KIT/ontology-extraction/scripts/overview.py scan \
     --repo REPO --out REPO/.ontologyex/overview
   ```

3. **Read and write**, following
   [business overview](ontology-extraction/references/business-overview.md): read the
   docs and the `read_first` files the scan lists, then fill in
   `REPO/.ontologyex/overview/blueprint.json`: purpose, audiences, value, money flows,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add new1direction/ontologyex/AGENTS.md@sha256:b4e49d73310b28f3

The line at the top of this page pins the label git:20261104.d5a90e4, 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_gkjwavobgpkx4cji.svg)](https://markdownregistry.com/a/art_gkjwavobgpkx4cji)

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

Versions

The registry has recorded 10 versions of this file, between Oct 29, 2026 and Nov 4, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261104.d5a90e4 latest2026-11-04 d5a90e4 6,990 BA view · diff
git:20261030.855213f2026-10-30 855213f 6,805 BA view · diff
git:20261030.cf4dee92026-10-30 cf4dee9 6,374 BA view · diff
git:20261030.2762b3a2026-10-30 2762b3a 5,967 BA view · diff
git:20261030.5fcba102026-10-30 5fcba10 5,763 BA view · diff
git:20261029.9ad73482026-10-29 9ad7348 5,695 BA view · diff
git:20261029.f7d424f2026-10-29 f7d424f 3,557 BA view · diff
git:20261029.61f22012026-10-29 61f2201 3,548 BA view · diff
git:20261029.2f35c092026-10-29 2f35c09 3,485 BA view · diff
git:20261029.3fa23362026-10-29 3fa2336 3,262 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 (6990 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

new1direction/ontologyex · 9 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gkjwavobgpkx4cji
GET https://markdownregistry.com/api/v1/resolve?ref=new1direction/ontologyex/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/b4e49d73310b28f31b04789f6d0591be62e64eeb5631a128c6b92223cddd0f71

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.

More from new1direction/ontologyex

ontology-extraction SKILL.md skill
new1direction/ontologyex · ontology-extraction/SKILL.md · Understand a repository, product, or business for an AI agent. Give a whole-repository business overview (purpose…
git:20261029.3fa2336 · audit B · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/all-healthy/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/degraded-queue/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/expired/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/no-evidence/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/one-silent/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/payments-error/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars
payments-domain SKILL.md skill
new1direction/ontologyex · tests/replays/upstream-error/skills/payments-domain/SKILL.md · Domain context for payments-domain. Use for its modeled tasks, rules,
git:20261030.855213f · audit A · 9 stars

Every file in new1direction/ontologyex

Other files named AGENTS.md

AGENTS.md AGENTS.md file
morluto/rea · AGENTS.md
git:20261102.920d634 · audit A · 433,876 stars
AGENTS.md AGENTS.md file
obra/superpowers · AGENTS.md
git:20261020.b739a8a · audit A · 314,583 stars
AGENTS.md AGENTS.md file
affaan-m/ecc · AGENTS.md
git:20261030.f29e332 · audit A · 299,696 stars
AGENTS.md AGENTS.md file
firecrawl/firecrawl · AGENTS.md
git:20261008.5a75dca · audit A · 199,595 stars
AGENTS.md AGENTS.md file
dietrichgebert/ponytail · AGENTS.md
git:20261008.2a1fe84 · audit A · 185,249 stars
AGENTS.md AGENTS.md file
graphify-labs/graphify · AGENTS.md
git:20260926.98d73fe · audit A · 144,492 stars
AGENTS.md AGENTS.md file
garrytan/gstack · AGENTS.md
git:20261107.ef99eb5 · audit A · 140,694 stars
AGENTS.md AGENTS.md file
juliusbrussee/caveman · AGENTS.md
git:20261106.e45976c · audit A · 118,366 stars

Browse by kind, by grade A, or by owner.