sparq-org/sparq · .claude/skills/rust-parallel-parsing/SKILL.md

rust-parallel-parsing skillA

rust-parallel-parsing is agent-read markdown (skill) from sparq-org/sparq: How to make text-format parsing (N-Triples / Turtle / line-delimited records) go fast in Rust by chunk-parallel scanning, and — load-bearing — when NOT to. Use when working on sparq-core's ingest path (nt.rs, load_reader_parallel, turtle_chunks, build_external_ntriples_parallel), when tempted to write a "faster custom parser", when sizing parallel-parse chunking, or when reasoning about blank-node / prefix scope across chunk boundaries. Grounded in this project's MEASURED baselines — cite the nu.

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/rust-parallel-parsing@git:20260613.e2cf19c
Exact content
mdr add sparq-org/sparq/rust-parallel-parsing@sha256:dd99f57210700f26

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

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Versions

versioncommittedcommitsizeaudit
git:20260613.e2cf19c latest2026-06-13 e2cf19c 7,048 BA view · diff
git:20260613.c30c40a2026-06-13 c30c40a 6,916 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 (7048 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_lev63oyfswhynxqc
GET https://markdownregistry.com/api/v1/resolve?ref=sparq-org/sparq/rust-parallel-parsing
GET https://markdownregistry.com/api/v1/blob/dd99f57210700f26e882d6998b27bcc15347958e57433ac2b6e60f8e0a69f2de

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