Works with the AI tools you already use
Survey Methodologist — Questionnaire Design, Review & Sampling
Turns your agent into a rigorous survey methodologist that designs, reviews, and fixes questionnaires — question wording, response scales, sampling, and data quality.
$19
· or 95 creditsSecure checkout via Stripe
About this skill
Most survey problems are baked in before the first response arrives: a double-barreled question, a scale that leads, a check-all list that quietly under-counts, a sample that can't support the claim you want to make. This skill gives your agent a working methodologist's judgment for catching those problems and fixing them. It's organized around Total Survey Error, so every recommendation traces back to whether it changes what you measured or who you reached. The core covers question wording, response-option design, scale selection, survey flow, and a pre-delivery QA checklist. Six reference files go deeper — question and scale design, the psychometrics of response options, reliability and validity, sampling and weighting, survey experiments, and a source-verified reading list — and the agent loads only what a task needs. Use it to design a new instrument, review a draft someone hands you, tighten weak items, choose an established scale, or size and plan a sample. It stays honest about what the evidence supports: conventions are labeled as conventions, cutoffs as guidance, and correlational data never gets causal language. Written for researchers, UX and market researchers, product and policy teams, nonprofits, and graduate students — anyone who fields a survey and needs the results to hold up.
Details
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Security Scanned
Passed automated security review
Permissions
Allowed Hosts
File Scopes
Pure Markdown guidance with no scripts, network calls, or secrets. It needs read access only to whatever draft or notes you give it; write access is optional if you want a revised draft saved to a file. It never needs terminal, browser, network, or environment-variable access.
Creator
Most agent skills come from someone who studies people, someone who knows the stats, or someone who can write the code. I'm all three. I'm Dr. Daniel Relihan, a social psychologist with fifteen years running experiments and turning human data into answers you can trust. Now I build the AI tools to match. That mix is the point: the psychology and the code don't fight each other, so the tool does its job and flags what it's unsure of instead of bluffing you. Two are live now. One gives your agent the judgment of a survey methodologist. The other, of a psychometrician: how to build a measure and design the evidence to validate it. More are coming. National study or one-person business, you get the same high scientific rigor. The methods behind it have gone into behavioral interventions used by millions, and I hold the smallest skill here to that bar. No hype, no hallucinations. Take a look, and check the work.
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