sparq-org/sparq · skills/python/SKILL.md

python skillA

python is agent-read markdown (skill) from sparq-org/sparq: Use the sparq RDF + SPARQL engine from Python (PyPI distribution `sparq-rdf`; `import sparq`). Reach for this when an agent or developer needs to load RDF (Turtle/N-Triples/N-Quads/TriG/JSON-LD), run SPARQL 1.1 SELECT/ASK/CONSTRUCT/DESCRIBE, apply SPARQL Update, do opt-in RDFS/OWL-RL/Notation3 reasoning + OWL inconsistency checks, run BM25 full-text search (text: magic predicates), or persist/memory-map a triplestore — all via the pyo3 sparq.Graph class..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add sparq-org/sparq/python@git:20260623.95008bc
Exact content
mdr add sparq-org/sparq/python@sha256:499197e71729ac74

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_n2srqybvctvz6kq7.svg)](https://markdownregistry.com/a/art_n2srqybvctvz6kq7)

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Versions

versioncommittedcommitsizeaudit
git:20260623.95008bc latest2026-06-23 95008bc 13,355 BA view · diff
git:20260621.36a40b52026-06-21 36a40b5 11,828 BA view · diff
git:20260619.4cd4cb42026-06-19 4cd4cb4 11,545 BA view · diff
git:20260619.1ea21eb2026-06-19 1ea21eb 11,535 BA view · diff
git:20260615.989be782026-06-15 989be78 11,185 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13355 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 · 12 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n2srqybvctvz6kq7
GET https://markdownregistry.com/api/v1/resolve?ref=sparq-org/sparq/python
GET https://markdownregistry.com/api/v1/blob/499197e71729ac74ec2e52ea7f36d2acdc014963b436e35514af3d911a3ed23a

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.