{"slug":"wshobson-before-you-build","source_name":"wshobson/before-you-build","name":"Wshobson/Before You Build","description":"Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landing page, MVP, SaaS product, internal tool, agent workflow, or major feature and needs to check demand, positioning, monetization, retention, trust, distribution, and adoption risk before implementation starts.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":-40.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T10:40:30.783619+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":68.2,"without_pass_pct":40.9,"tokens_delta_pct":-40.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-07T10:40:30.783619+00:00","run_id":"fc293370-9e80-42a9-8a77-2cefced8724f","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":"6446bc00e1482becf9ee4596a10e7d71612cbf0f408330ce54998c84bd7809a5","raw_url":"https://app.decimal.ai/s/wshobson-before-you-build/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wshobson-before-you-build"}