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:20261019.3e1eabe

Pins git:20261019.3e1eabe 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
plugin/skills/conjoint-diagnostics/SKILL.md
Versions recorded
9
Latest version
git:20261019.3e1eabe, committed Oct 19, 2026
First version recorded
May 1, 2026
Size
14,313 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 integrity, estimation, measurement error, external validity, and interpretation, including the guardrail against reading an AMCE as majority preference. Use when the user asks whether a conjoint design or analysis holds up, has referee comments on a conjoint, or wants a second opinion on estimation or interpretation. New designs go to conjoint-design, reshaping to conjoint-cleaning.

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@sha256:91e49e1b2b3f03d3

The line at the top of this page pins the label git:20261019.3e1eabe, 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_kzr4jrzwoc3idsuy.svg)](https://markdownregistry.com/a/art_kzr4jrzwoc3idsuy)

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

Versions

The registry has recorded 9 versions of this file, between May 1, 2026 and Oct 19, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
git:20261019.3e1eabe latest2026-10-19 3e1eabe 14,313 BA view · diff
git:20261008.cd70e9b2026-10-08 cd70e9b 14,344 BA view · diff
git:20261008.697c89f2026-10-08 697c89f 14,350 BA view · diff
git:20260909.08bf7952026-09-09 08bf795 15,155 BA view · diff
git:20260905.c12f0772026-09-05 c12f077 15,241 BA view · diff
git:20260902.da5a2632026-09-02 da5a263 15,210 BA view · diff
git:20260610.6572bfb2026-06-10 6572bfb 14,524 BA view · diff
git:20260509.985a1142026-05-09 985a114 14,407 BA view · diff
git:20260501.1600b7e2026-05-01 1600b7e 14,721 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 (14313 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_kzr4jrzwoc3idsuy
GET https://markdownregistry.com/api/v1/resolve?ref=scdenney/open-science-skills/conjoint-diagnostics
GET https://markdownregistry.com/api/v1/blob/91e49e1b2b3f03d31e0f83160320fabf0aee635ca6303db6cdaab9723f78a3a3

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 · codex/conjoint-diagnostics/SKILL.md · Reviews an existing conjoint study for threats to inference and returns severity-ranked findings on design, estimation…
git:20261008.697c89f · audit A · 69 stars

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