design-survey

design-survey is a command for coding agents from ooiyeefei/ccc. It costs 21 tokens per session (1,415 once invoked), scanned A, original, MIT.

An interactive command that guides someone through designing a new survey one question at a time. It turns a research goal, audience, hypotheses, and questions into a finished question set and output schema.

In plain words
What is it for?
Use it to plan customer research, event surveys, retention studies, or other questionnaires before handing the design to an app-building workflow.
Why use it?
It prevents a survey from starting with unfocused questions by first defining what decision the research should support and who will answer.

Command

Part of the rethink-surveys plugin — 1 skill, 3 commands shipped together

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.

agentmods
npx agentmods add commands/ooiyeefei/ccc/design-survey
Clone the repo
git clone --depth 1 https://github.com/ooiyeefei/ccc

Or install rethink-surveys, the plugin that ships this one along with the rest of its 1 skill, 3 commands.

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 design-survey

README.md
[![agentmods](https://agentmods.dev/badge/commands/ooiyeefei/ccc/design-survey.svg)](https://agentmods.dev/commands/ooiyeefei/ccc/design-survey)
Your own site
<a href="https://agentmods.dev/commands/ooiyeefei/ccc/design-survey"><img src="https://agentmods.dev/badge/commands/ooiyeefei/ccc/design-survey.svg" alt="Measured on agentmods" height="20"></a>
Per session 21 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,415 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00021 $0.01415
Opus 5 $0.00010 $0.00707
Sonnet 5 $0.00004 $0.00283
Haiku 4.5 $0.00002 $0.00142

Measured 6d ago against content hash 25e212efad2d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

design-survey 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 6d 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.

plugins/rethink-surveys/commands/design-survey.md · 164 lines

How it starts

The opening of the file, as written. The whole thing — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Design Survey

Walk the user through designing a new survey, end to end. Output is a finalized question set + output schema, ready to hand off to /turn-into-app.

Usage

/design-survey

Optionally with a use-case hint:

/design-survey for a startup founder doing customer discovery
/design-survey for an event we're running next month
/design-survey for our gig-worker retention diagnosis

Process

Always invoke the rethink-surveys skill first. Then walk the user through these steps in order, asking ONE question per turn. Don't dump the whole flow at once.

Step 1 — Research goal (mandatory)

Ask: "In one sentence, what's the research goal? Pretend you're explaining to a busy stakeholder why this survey is worth doing."

If the user gives a vague answer ("to understand users"), push back: "Specifically — what decision will the survey help you make? If 100 responses came in tomorrow, what would change?"

Don't proceed without a sharp goal.

Step 2 — Audience

Ask: "Who's the respondent, and how will they encounter the survey? (e.g., QR code at venue, email to warm list, push from in-app)"

The answer determines the modality default:

  • QR / cold → form, ≤60s
  • Email / warm → form + voice, ≤90s
  • In-app / engaged → AI-interviewer mode possible

Step 3 — Length budget

Ask: "What's an honest length budget? 60 / 90 / 180 seconds, or longer?"

Reference Jarrett's rule: never lie about length on the landing page. If they say 60s, they need a 60s instrument.

Step 4 — Hypotheses

Ask: "What 2–4 things are you trying to prove or disprove? Each becomes a section of the survey."

If they don't have hypotheses → suggest reading references/use-cases.md for templates with pre-formed hypotheses they can fork.

Step 5 — Match to template (if applicable)

If the use case matches event organizers / startup founders / gig-economy workers → load the template from references/use-cases.md and propose it as the starting point. Make clear they can fork/adapt.

Read the full file on GitHub · 164 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. 6d ago First seen · 164 lines · 21 tokens per session scan A 25e212efad2d

Subscribe to this mod's changes

design-survey is a command published in the GitHub repository ooiyeefei/ccc (484 stars, last pushed 1mo ago), licensed MIT. It adds 21 tokens to every session and 1,415 once invoked, about $0.0001 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.