conjoint-diagnostics SKILL.md skillA

conjoint-diagnostics from scdenney/open-science-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add scdenney/open-science-skills/conjoint-diagnostics@git:20261008.697c89f

Pins git:20261008.697c89f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
scdenney/open-science-skills
Path
codex/conjoint-diagnostics/SKILL.md
Versions recorded
4
Latest version
git:20261008.697c89f, committed Oct 8, 2026
First version recorded
Jul 2, 2026
Size
14,041 bytes
Repository stars
69
License
a license file GitHub does not identify

Reviews an existing conjoint study for threats to inference and returns severity-ranked findings on design, estimation, measurement error, external validity, and interpretation. Use when checking whether a conjoint design or analysis holds up, or answering referee comments on one.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Conjoint Experiment Diagnostics

Assess each item below as addressed adequately, partially, or not at all, and rank the resulting findings by severity (see the Example Finding for the expected form).

- **Paper or manuscript:** give a verdict for each of Sections 1–5.
- **Analysis code or data:** audit the implementation, not just what the paper claims: (a) the clustering specification, (b) whether the estimand matches the reported quantity, and (c) if IRR is unmeasured, within-respondent task-pair agreement as a function of attribute-level differences (Clayton et al. 2023 §3.3 method 2 / `projoint`).

Sibling skills for neighboring concerns: `conjoint-design` (design choices), `conjoint-cleaning` (Qualtrics exports → long format), `hypothesis-building` (linking estimands to "If-Then" predictions), `methods-reporting` (full JARS/DA-RT compliance and replication archive), `cross-national-design` (multi-country / multilingual conjoints).

---

## 1. Design Diagnostics

### 1.1 Attribute and Level Selection
- Are attributes conceptually distinct and non-overlapping?
- Are levels realistic and mutually exclusive within each attribute?
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add scdenney/open-science-skills/conjoint-diagnostics@sha256:bcf481a98dc9afc6

The line at the top of this page pins the label git:20261008.697c89f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3oaujcssfw4gtq6c.svg)](https://markdownregistry.com/a/art_3oaujcssfw4gtq6c)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 2, 2026 and Oct 8, 2026, about one every 33 days.

versioncommittedcommitsizeaudit
git:20261008.697c89f latest2026-10-08 697c89f 14,041 BA view · diff
git:20260902.da5a2632026-09-02 da5a263 15,140 BA view · diff
git:20260808.0b54e422026-08-08 0b54e42 14,454 BA view · diff
git:20260702.0d142fe2026-07-02 0d142fe 14,452 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (14041 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

scdenney/open-science-skills · 69 stars · license a license file GitHub does not identify · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3oaujcssfw4gtq6c
GET https://markdownregistry.com/api/v1/resolve?ref=scdenney/open-science-skills/conjoint-diagnostics
GET https://markdownregistry.com/api/v1/blob/bcf481a98dc9afc61c9c1cf8dd7507ea4c78a08445e4180558242f62187a738a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in scdenney/open-science-skills

Other files named conjoint-diagnostics

conjoint-diagnostics SKILL.md skill
scdenney/open-science-skills · plugin/skills/conjoint-diagnostics/SKILL.md · Reviews an existing conjoint study for threats to inference and returns severity-ranked findings on design integrity…
git:20261019.3e1eabe · audit A · 69 stars

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