sutchan/agent-skills-hub · skills/ai-research-reproduction/SKILL.md

ai-research-reproduction skillA

ai-research-reproduction is agent-read markdown (skill) from sutchan/agent-skills-hub: Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted training, optional repository analysis, and optional paper-gap resolution, enforces conservative patch rules, records evidence assumptions deviations and human decision points, and w.

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 sutchan/agent-skills-hub/ai-research-reproduction@git:20260909.998370c
Exact content
mdr add sutchan/agent-skills-hub/ai-research-reproduction@sha256:7cc128f04cc04776

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_32wuekgvtsmzcfds.svg)](https://markdownregistry.com/a/art_32wuekgvtsmzcfds)

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Versions

versioncommittedcommitsizeaudit
git:20260909.998370c latest2026-09-09 998370c 7,285 BA view · diff
git:20260822.6662c182026-08-22 6662c18 6,916 BA view · diff
git:20260821.3c8c9412026-08-21 3c8c941 6,904 BA view · diff
git:20260821.714d0672026-08-21 714d067 6,904 BA view · diff
git:20260821.99593812026-08-21 9959381 6,925 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 (7285 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

sutchan/agent-skills-hub · 2 stars · license MIT · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_32wuekgvtsmzcfds
GET https://markdownregistry.com/api/v1/resolve?ref=sutchan/agent-skills-hub/ai-research-reproduction
GET https://markdownregistry.com/api/v1/blob/7cc128f04cc04776ceeb86f417517eee09a805c1c1f9a728731e644a4acb4cc0