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rethink-surveys

Skill

Design, critique, or scaffold surveys grounded in Caroline Jarrett, Dillman, and Tourangeau methods. Use when designing a new survey, critiquing an existing one, scoring or clustering responses, or turning questions into an app. Triggers on "survey", "questionnaire", "user research", "customer disco

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Install

git clone https://github.com/ooiyeefei/ccc.git ~/.claude/skills/rethink-surveys

What is rethink-surveys?

Design, critique, or scaffold surveys grounded in Caroline Jarrett, Dillman, and Tourangeau methods. Use when designing a new survey, critiquing an existing one, scoring or clustering responses, or turning questions into an app. Triggers on "survey", "questionnaire", "user research", "customer discovery", "intent capture", "interview script", "lint my survey", "score responses", or "how to ask better questions". When the bundled MCP server is connected, prefer its deterministic tools (`critique_survey`, `get_template`, `design_survey_session`, `score_response`, `cluster_responses`) over manual reasoning. Captures real past behavior over hypotheticals, supports text/voice/AI-interviewer modalities, and includes templates for event organizers, startup founders, and gig-economy workers.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~199 tokens of context used while enabled, before you invoke anything

Documentation

README · ~8 min read

Rethink Surveys

A survey is a conversation with a busy person. Design it like one.

This skill packages a framework for designing, critiquing, and operationalizing surveys that capture real intent — not satisficed checkbox approval. Built from the experience of designing the Proxymate muShanghai survey (which surfaced bugs in ~6 hours of testing that a category-checkbox flow would have hidden for weeks).

Tool affordances (read first)

The bundled rethink-survey-mcp-server exposes the skill's deterministic operations as MCP tools, its canonical content as MCP resources, and three framing prompts as slash-prompts. When available, prefer them over reasoning from memory.

  • Use MCP tools when the user wants a specific deterministic result: critique_survey for lint, get_template for a use-case starter, design_survey_session for the staged wizard, score_response for a single response, cluster_responses for a batch.
  • Reason from skill content when the user wants to understand: debate a principle, discuss trade-offs, explain why hypotheticals fail, or do anything not exposed as a tool (e.g. /turn-into-app codegen).
  • Fetch resources for grounding instead of paraphrasing: rethink://principles, rethink://principles/{id}, rethink://structure/4-part, rethink://question-library/{part}, rethink://use-case/{event|founder|gig}, rethink://scoring/rubrics, rethink://modality/decision-tree, rethink://anti-patterns.
  • Slash-prompts the user may invoke: /jarrett-review (Caroline Jarrett-style review), /design-coaching (Socratic design questions), /mom-test-check (Rob Fitzpatrick founder-discovery lint).

If the MCP server isn't connected, all of the below still works from this skill's reference files. For details on tool inputs/outputs, fallback rules, and prompt framing, read references/mcp-integration.md.

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