AGENTS.mdA

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

Install it, pinned
mdr add pipulate/pipulate/AGENTS.md@git:20260930.6afd9f7

Pins git:20260930.6afd9f7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
pipulate/pipulate
Path
AGENTS.md
Versions recorded
5
Latest version
git:20260930.6afd9f7, committed Sep 30, 2026
First version recorded
Sep 29, 2026
Size
4,223 bytes
Repository stars
14
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

# AGENTS.md -- Pipulate

This repository carries Agent Skills under https://agentskills.io/specification
(`.agents/skills/*/SKILL.md`, a YAML head over a Markdown body, loaded on
demand), with this file as the nearest-ancestor signpost that points at
executable truth instead of duplicating it. Every tool call taught here runs
on localhost under the POSIX conventions of a command, stdin, stdout and an
exit code, so that its output lands in the sealed compile (`qamy.ai.zip`, the
QA archive zip) as a receipt; a cloud-side tool call that cannot be
reconstructed here is non-reproducible, non-portable, cannot be compiled into
that archive, and is out of scope by that rule, not by taste.

This repo predates those conventions and complies with them by *pointing*,
not duplicating. Do not add sibling status .md files; anything written here
that duplicates code will drift and is a bug.

## Setup (the executable version of "Dev environment tips")

- `nix develop` -- the full environment. On a terminal it stops at a short
  list of words and a `(nix)` prompt with nothing started; `jn` starts
  JupyterLab and the server. Without a terminal it starts the app, so an
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pipulate/pipulate/AGENTS.md@sha256:1a89e17c0715b39d

The line at the top of this page pins the label git:20260930.6afd9f7, 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_iygyshhbts2x7kop.svg)](https://markdownregistry.com/a/art_iygyshhbts2x7kop)

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

Versions

The registry has recorded 5 versions of this file, between Sep 29, 2026 and Sep 30, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260930.6afd9f7 latest2026-09-30 6afd9f7 4,223 BA view · diff
git:20260929.0696ab02026-09-29 0696ab0 4,229 BA view · diff
git:20260929.040107d2026-09-29 040107d 3,811 BA view · diff
git:20260929.cd197de2026-09-29 cd197de 3,700 BA view · diff
git:20260929.51dacbe2026-09-29 51dacbe 3,503 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 (4223 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

pipulate/pipulate · 14 stars · license AGPL-3.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_iygyshhbts2x7kop
GET https://markdownregistry.com/api/v1/resolve?ref=pipulate/pipulate/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/1a89e17c0715b39dc98ef82a692284ad806d965bb281d500fad4312a1a70024f

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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