llms.txtA

llms.txt from sparq-org/sparq is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add sparq-org/sparq/llms.txt@git:20260903.1a63aa7

Pins git:20260903.1a63aa7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
sparq-org/sparq
Path
llms.txt
Versions recorded
2
Latest version
git:20260903.1a63aa7, committed Sep 3, 2026
First version recorded
Jun 13, 2026
Size
2,899 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

# sparq

> A from-scratch RDF triplestore and SPARQL 1.1/1.2 engine in Rust — dictionary-encoded, six sorted permutation indexes, parallel + streaming execution, RDFS/OWL-RL/N3 inference, an out-of-core (mmap) mode, a WebAssembly build, and a W3C-conformant HTTP server. Shipped as Rust crates (crates.io), an npm package (`@sparq-org/sparq`), and a Python package (`sparq`, PyPI).

This file is an orientation hint for LLMs and coding agents — not a registry. To *use* sparq, the authoritative usage docs are packaged as [Agent Skills](https://agentskills.io) (the open `SKILL.md` format).

## Start here

- [AGENTS.md](AGENTS.md): a README for coding agents working on or with this repo — what sparq is, the skills index, and the public-API maintenance rule.
- [skills/SKILL.md](skills/SKILL.md): the router skill — read first, then follow it to the per-surface skill that matches your task.
- [README.md](README.md): human-facing overview, package map, usage examples, and benchmarks.

## Per-surface usage skills

- [skills/sparql-query/SKILL.md](skills/sparql-query/SKILL.md): run SPARQL 1.1/1.2 (SELECT/ASK/CONSTRUCT/DESCRIBE/UPDATE) from Rust.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sparq-org/sparq/llms.txt@sha256:b0502aafdc6379c7

The line at the top of this page pins the label git:20260903.1a63aa7, 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_4vwukio56odzq44c.svg)](https://markdownregistry.com/a/art_4vwukio56odzq44c)

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

Versions

The registry has recorded 2 versions of this file, between Jun 13, 2026 and Sep 3, 2026, about one every 81 days.

versioncommittedcommitsizeaudit
git:20260903.1a63aa7 latest2026-09-03 1a63aa7 2,899 BA view · diff
git:20260613.0cb3f9c2026-06-13 0cb3f9c 2,887 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 (2899 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

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

API

GET https://markdownregistry.com/api/v1/artifacts/art_4vwukio56odzq44c
GET https://markdownregistry.com/api/v1/resolve?ref=sparq-org/sparq/llms.txt
GET https://markdownregistry.com/api/v1/blob/b0502aafdc6379c72cbff6fb26592485c8f99ba879a367e960425fa111afa6f1

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 add an llms.txt file to a website · which agent file does what.

More from sparq-org/sparq

ast-grep SKILL.md skill
sparq-org/sparq · .claude/skills/ast-grep/SKILL.md · Understand code STRUCTURE without reading whole files — outline a large file to its signatures, structural-grep every…
git:20261005.afb6bad · audit A · 13 stars
frontend-design SKILL.md skill
sparq-org/sparq · .claude/skills/frontend-design/SKILL.md · How sparq designs its TWO distinct frontends — the explanatory marketing-docs WEBSITE (site/, Next.js static export)…
git:20261005.afb6bad · audit A · 13 stars
fused-decompress-parse SKILL.md skill
sparq-org/sparq · .claude/skills/fused-decompress-parse/SKILL.md · How to ingest compressed RDF (gzip / zstd / bzip2) fast in Rust by FUSING decompression with the parallel parse instead…
git:20261005.afb6bad · audit A · 13 stars
hdt-format SKILL.md skill
sparq-org/sparq · .claude/skills/hdt-format/SKILL.md · The HDT (Header-Dictionary-Triples) binary RDF archive format — layout, dictionary sections (Plain Front Coding)…
git:20261005.afb6bad · audit A · 13 stars
logo-designer SKILL.md skill
sparq-org/sparq · .claude/skills/logo-designer/SKILL.md · Design and iterate on logos using SVG. Use this skill when the user asks to "create a logo", "design a logo", "make me…
v1.0.0 · audit F · 13 stars
mpc-protocols SKILL.md skill
sparq-org/sparq · .claude/skills/mpc-protocols/SKILL.md · Secure Multi-Party Computation primitives and the honest SOTA for MPC over (federated) SPARQL — secret sharing, garbled…
git:20261005.afb6bad · audit A · 13 stars
noir-circuit-patterns SKILL.md skill
sparq-org/sparq · .claude/skills/noir-circuit-patterns/SKILL.md · Patterns and gotchas for writing Noir circuits that implement SPARQL primitives over committed RDF graphs. Use when…
git:20260612.13b231c · audit A · 13 stars
noir-optimisation SKILL.md skill
sparq-org/sparq · .claude/skills/noir-optimisation/SKILL.md · Cost model and optimisation reference for Noir circuits on the UltraHonk / Aztec Barretenberg stack. Use when sizing…
git:20260612.13b231c · audit A · 13 stars
query-pkg SKILL.md skill
sparq-org/sparq · .claude/skills/query-pkg/SKILL.md · Answer a "what does the repo say about X, where was Y decided, what is the status or provenance of Z, which sources are…
git:20261005.afb6bad · audit A · 13 stars
rust-parallel-parsing SKILL.md skill
sparq-org/sparq · .claude/skills/rust-parallel-parsing/SKILL.md · How to make text-format parsing (N-Triples / Turtle / line-delimited records) go fast in Rust by chunk-parallel…
git:20261005.afb6bad · audit A · 13 stars
rust-supply-chain-attestation SKILL.md skill
sparq-org/sparq · .claude/skills/rust-supply-chain-attestation/SKILL.md · How sparq attests its Rust/cargo supply chain — cargo-deny (advisories/bans/licenses/sources)…
git:20261005.afb6bad · audit A · 13 stars
sparql-formal-semantics SKILL.md skill
sparq-org/sparq · .claude/skills/sparql-formal-semantics/SKILL.md · Cheat-sheet for the formal semantics of the SPARQL fragment used in the ZKP-SPARQL paper — Pérez–Arenas–Gutiérrez…
git:20260612.13b231c · audit A · 13 stars

Every file in sparq-org/sparq

Other files named llms.txt

llms.txt llms.txt file
tt-a1i/archify · llms.txt
git:20261031.afcf783 · audit A · 94,561 stars
llms.txt llms.txt file
garrytan/gbrain · llms.txt
git:20261104.dea361e · audit A · 31,587 stars
llms.txt llms.txt file
othmanadi/planning-with-files · llms.txt
git:20260917.2fbbd77 · audit A · 27,905 stars
llms.txt llms.txt file
tw93/kami · llms.txt
git:20261009.3d11cf5 · audit B · 12,282 stars
llms.txt llms.txt file
tw93/waza · llms.txt
git:20260907.2ae9e48 · audit A · 7,521 stars
llms.txt llms.txt file
deanchensj/jiangshan-map · llms.txt
git:20261104.0708131 · audit A · 4,690 stars
llms.txt llms.txt file
nteract/semiotic · llms.txt
git:20261006.a110d98 · audit A · 2,717 stars
llms.txt llms.txt file
ethanyoq/ai-novel-writer · llms.txt
git:20261018.88fb1ad · audit A · 2,388 stars

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