{"slug":"mohitagw15856-survey-design-basics","source_name":"mohitagw15856/survey-design-basics","name":"Mohitagw15856/Survey Design Basics","description":"Design a survey that measures instead of leads — neutral question wording, answer scales that don't smuggle conclusions, the length that respects completion rates, and the analysis plan written before launch. Use when asked write our customer/employee survey, check these questions for bias, why are our survey results useless, or design the questionnaire for this decision. Produces the question set with bias fixes, the scale choices, the pilot step, and the pre-launch analysis plan.","version":1,"lift":{"pass_rate_delta_pts":20,"pass_rate_pct":72,"total_cases":25,"passed_cases":18,"tokens_delta_pct":42.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-01T11:28:30.837146+00:00"},"skill_score":0.72,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":20,"with_pass_pct":72,"without_pass_pct":52,"tokens_delta_pct":42.6,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-01T11:28:30.837146+00:00","run_id":"269d0742-403c-4314-9d92-9c9c5b9953f9","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"37f499ae3fac7d818b17d7d24842297360d3a6fb9158adf520695e385bf571b3","raw_url":"https://app.decimal.ai/s/mohitagw15856-survey-design-basics/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-survey-design-basics"}