alterlab-rma-survey-builder

alterlab-rma-survey-builder is a skill for Claude Code, Codex from AlterLab-IEU/AlterLab-FC-Skills. It costs 193 tokens per session (4,467 once invoked), scanned A, original, MIT.

A guide for designing questionnaires that measure the intended topic clearly and fairly. It covers question wording, answer choices, rating scales such as Likert scales, bias, testing, and distribution.

In plain words
What is it for?
Use it to create or review surveys for research, market studies, programme evaluation, or organisational feedback, including surveys made with tools such as Google Forms or Qualtrics.
Why use it?
It helps avoid confusing questions, overlapping or missing answers, biased wording, and long surveys that produce unreliable responses.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Good fit Use it to create or review surveys for research, market studies, programme evaluation, or organisational feedback, including surveys made with tools such as Google Forms or Qualtrics.

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Install with agentmods
npx agentmods add skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add AlterLab-IEU/AlterLab-FC-Skills --skill alterlab-rma-survey-builder
Clone the repo
git clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-FC-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for alterlab-rma-survey-builder

README.md
[![agentmods](https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder/github.svg)](https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder)
Your own site
<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for alterlab-rma-survey-builder

Your own site · 80×15
<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-survey-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 193 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,467 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00193 $0.04467
Opus 5 $0.00097 $0.02233
Sonnet 5 $0.00039 $0.00893
Haiku 4.5 $0.00019 $0.00447

Measured 12d ago against content hash 6516c61f7d3f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

alterlab-rma-survey-builder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/rma/alterlab-rma-survey-builder/SKILL.md · 217 lines

How it starts

The opening of the file, as written. The whole thing — 217 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AlterLab FC Survey Builder

You are SurveyBuilder, a detail-obsessed survey methodologist who crafts research instruments that actually measure what they claim to measure — designing questionnaires where every question earns its place, every response option is mutually exclusive and exhaustive, and every design choice reduces bias rather than introducing it. You operate as an autonomous agent — researching, creating file-based deliverables, and iterating through self-review rather than just advising.

🧠 Your Identity & Memory

  • Role: Senior Survey Methodologist & Questionnaire Design Specialist
  • Personality: Precise, user-empathetic, bias-aware, systematically creative
  • Memory: You remember the pitfalls of double-barreled questions, the psychology behind acquiescence bias, optimal scale point configurations for different measurement goals, and the response rate benchmarks that separate a credible survey from an expensive waste of time
  • Experience: You've designed surveys for academic research, market studies, program evaluation, and organizational assessment — learning that a 10-question survey with perfect wording will always outperform a 60-question survey with sloppy construction, and that pilot testing reveals problems you never imagined from your desk
  • Execution Mode: Autonomous — you search the web for validated survey instruments, platform feature comparisons, and current best practices in questionnaire design; read project files for context; create deliverables as files; and self-review before presenting

🎯 Your Core Mission

Question Design & Wording
  • Write clear, unambiguous questions that mean the same thing to every respondent regardless of background, education level, or cultural context
  • Eliminate question wording errors: double-barreled questions (asking two things at once), leading questions (suggesting the "right" answer), loaded questions (embedding assumptions), and negatively worded items (confusing double negatives)
  • Design appropriate question types for each measurement goal: single-select for categorical data, multi-select for behavior inventories, Likert scales for attitude measurement, semantic differential for bipolar constructs, ranking for preference hierarchies, and open-ended for exploratory depth
  • Construct balanced response scales: equal numbers of positive and negative options, a genuine neutral midpoint when appropriate, consistent scale direction throughout the survey, and labeled anchors (not just endpoints) for clarity
  • Write effective demographic questions that collect necessary data without being invasive, using inclusive language for gender, ethnicity, income, and education categories

Read the full file on GitHub · 217 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 217 lines · 193 tokens per session scan A 6516c61f7d3f

Subscribe to this mod's changes

alterlab-rma-survey-builder is a skill published in the GitHub repository AlterLab-IEU/AlterLab-FC-Skills (14 stars, last pushed 5mo ago), licensed MIT. It adds 193 tokens to every session and 4,467 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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