{"slug":"mohitagw15856-synthetic-user-research","source_name":"mohitagw15856/synthetic-user-research","name":"Mohitagw15856/Synthetic User Research","description":"Use AI personas for early-stage research signal — with hard guardrails on what synthetic methods can and cannot validate. Use when asked to run synthetic user testing, simulate user reactions with AI personas, pretest a survey or message before fielding it, or decide whether synthetic research is appropriate at all. Produces a fit verdict for the question at hand, a persona-panel design grounded in real data, the findings labelled as synthetic throughout, and the follow-up plan with real humans.","version":1,"lift":{"pass_rate_delta_pts":56.52,"pass_rate_pct":78.3,"total_cases":23,"passed_cases":18,"tokens_delta_pct":44.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-01T11:15:54.640430+00:00"},"skill_score":0.7826,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":56.52,"with_pass_pct":78.3,"without_pass_pct":21.7,"tokens_delta_pct":44.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-01T11:15:54.640430+00:00","run_id":"101f773d-aeab-4182-ac25-567c06a9bbc0","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":"95a4fd98476e7d712fbcd8034256efe6cd6d6c83e351187ff57a40e5882d6450","raw_url":"https://app.decimal.ai/s/mohitagw15856-synthetic-user-research/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-synthetic-user-research"}