AGENTS.mdC

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

Install it, pinned
mdr add sparq-org/sparq/AGENTS.md@git:20261018.ffe0d18

Pins git:20261018.ffe0d18 in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 12 of 14 checks passed
Kind
AGENTS.md file
Repository
sparq-org/sparq
Path
AGENTS.md
Versions recorded
11
Latest version
git:20261018.ffe0d18, committed Oct 18, 2026
First version recorded
Jul 29, 2026
Size
78,625 bytes
Repository stars
13
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

# AGENTS.md — sparq

> A README for coding agents. If you are an AI agent working on or with this repo, read this first.

## What sparq is

sparq is a from-scratch **RDF triplestore and SPARQL 1.1 engine in Rust** — dictionary-encoded, six sorted permutation indexes, parallel + streaming execution, RDFS/OWL-RL/N3 inference, an out-of-core (mmap) mode with a compressed on-disk format, a WebAssembly build, and a W3C-conformant HTTP server. The engine is published across several surfaces:

- **Rust crates** (crates.io): `sparq-core`, `sparq-engine` (core), `sparq-cli`, `sparq-server`, plus opt-in capability crates (`sparq-reason`, `sparq-reason-el`, `sparq-shacl`, `sparq-geo`, `sparq-text`, `sparq-rsp`, `sparq-hdt`, `sparq-solid`, `sparq-arrow`, `sparq-mcp`, `sparq-vc`, ...). `sparq-reason-el` is a **separate** opt-in crate (depending on it is the opt-in): an OWL 2 EL consequence-based classifier that computes the **complete** `rdfs:subClassOf` subsumption lattice that OWL 2 RL (`sparq-reason`) is sound but silently incomplete for — see [`skills/inference/SKILL.md`](skills/inference/SKILL.md).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sparq-org/sparq/AGENTS.md@sha256:39ae2a0a9eeaa917

The line at the top of this page pins the label git:20261018.ffe0d18, 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_bbfg33spcghyohak.svg)](https://markdownregistry.com/a/art_bbfg33spcghyohak)

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

Versions

The registry has recorded 11 versions of this file, between Jul 29, 2026 and Oct 18, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20261018.ffe0d18 latest2026-10-18 ffe0d18 78,625 BC view · diff
git:20261017.a913ad22026-10-17 a913ad2 78,608 BC view · diff
git:20261015.070a21c2026-10-15 070a21c 78,401 BC view · diff
git:20261014.65bbcc12026-10-14 65bbcc1 78,171 BC view · diff
git:20261005.afb6bad2026-10-05 afb6bad 78,161 BC view · diff
git:20261005.c7516d42026-10-05 c7516d4 187,008 BC view · diff
git:20260903.1a63aa72026-09-03 1a63aa7 186,168 BC view · diff
git:20260801.87c3e182026-08-01 87c3e18 186,140 BC view · diff
git:20260729.22b77fb2026-07-29 22b77fb 186,059 BC view · diff
git:20260729.d0380392026-07-29 d038039 185,212 BC view · diff
git:20260729.31e46b92026-07-29 31e46b9 184,688 BC view

Audit of the latest version

C  12 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No curl or wget piped into a shell (matched: curl … | sh)
  • fail: No link to a raw IP address (matched: http://169.254.169.254)
  • pass: Size between 200 bytes and 200 KB (78625 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 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 script tag

Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

sparq-org/sparq · 13 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bbfg33spcghyohak
GET https://markdownregistry.com/api/v1/resolve?ref=sparq-org/sparq/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/39ae2a0a9eeaa917a194128aa97f03dfbab21e274179bfb732dbf0d337a71a62

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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