sutchan/agent-skills-hub · skills/paper-context-resolver/SKILL.md

paper-context-resolver skillA

paper-context-resolver is agent-read markdown (skill) from sutchan/agent-skills-hub: Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacing R.

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/paper-context-resolver@git:20260909.998370c
Exact content
mdr add sutchan/agent-skills-hub/paper-context-resolver@sha256:a2351c67577fe3a5

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_d3n6zrh7v4pxrq6f.svg)](https://markdownregistry.com/a/art_d3n6zrh7v4pxrq6f)

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Versions

versioncommittedcommitsizeaudit
git:20260909.998370c latest2026-09-09 998370c 2,066 BA view · diff
git:20260823.639511e2026-08-23 639511e 2,384 BA view · diff
git:20260822.13607aa2026-08-22 13607aa 2,381 BA view · diff
git:20260822.79ec4892026-08-22 79ec489 2,385 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 (2066 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 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d3n6zrh7v4pxrq6f
GET https://markdownregistry.com/api/v1/resolve?ref=sutchan/agent-skills-hub/paper-context-resolver
GET https://markdownregistry.com/api/v1/blob/a2351c67577fe3a534a33c104af6fc45407a7df51f02893596598304831b1b22

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