wonsukchoi/domain-experts · roles/computer-information-research-scientist/SKILL.md

computer-information-research-scientist skillA

computer-information-research-scientist is agent-read markdown (skill) from wonsukchoi/domain-experts: Use when a task needs the judgment of a Computer and Information Research Scientist — designing an ablation to attribute an empirical gain, budgeting an NSF CISE proposal against page and content limits, deciding what reproducibility artifacts to release with a paper, screening a draft for mathiness or terminology misuse, or scoping the consent/ethics review needed before running an experiment on real users..

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 wonsukchoi/domain-experts/computer-information-research-scientist@git:20260706.39a0df2
Exact content
mdr add wonsukchoi/domain-experts/computer-information-research-scientist@sha256:6ba0c7c9b0ec897e

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_gvii2m5up3t2dngu.svg)](https://markdownregistry.com/a/art_gvii2m5up3t2dngu)

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Versions

versioncommittedcommitsizeaudit
git:20260706.39a0df2 latest2026-07-06 39a0df2 12,266 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 (12266 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

wonsukchoi/domain-experts · 15 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gvii2m5up3t2dngu
GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/computer-information-research-scientist
GET https://markdownregistry.com/api/v1/blob/6ba0c7c9b0ec897e00ecb45b53cb453cad791849a11266daa97b3edbea44d9d2

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