OpenAgentSkill Registry Manifest
Skill: conjoint-diagnostics
Slug: scdenney-conjoint-diagnostics
Category: design-creative
Description: Reviews an existing conjoint study for threats to inference and returns prioritized findings across five areas — design integrity (attributes, profile restrictions, task count and satisficing, randomization, power), estimation (estimand clarity, reference levels, subgroups, clustered standard errors, multiple testing), measurement error, external validity and behavioral benchmarking, and interpretation, including the guard-rail against reading an AMCE as a 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 and interpretation choices. Building a design from scratch goes to conjoint-design, reshaping the data to conjoint-cleaning.

Agent fit:
- Decision: 63/100 Prototype first
- Primary fit: Coding agents
- Role: Fallback candidate

Supply profile:
- Track: Research and knowledge work
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 4d since push
- Risk: Risky

Trust:
- Trust score: 74/100 Strong shortlist
- Audit: 78/100 Risky

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: scdenney
- Claim URL: https://www.openagentskill.com/skills/scdenney-conjoint-diagnostics#claim-this-skill

Install:
npx skills add scdenney/open-science-skills --skill conjoint-diagnostics

URLs:
- Web: https://www.openagentskill.com/skills/scdenney-conjoint-diagnostics
- API: https://www.openagentskill.com/api/agent/skills/scdenney-conjoint-diagnostics
- Install API: https://www.openagentskill.com/api/skills/scdenney-conjoint-diagnostics/install
- Repository: https://github.com/scdenney/open-science-skills/tree/main/codex/conjoint-diagnostics