{"slug":"davepoon-hard-screening-startup","source_name":"davepoon/hard-screening-startup","name":"Davepoon/Hard Screening Startup","description":"Deterministic Python-scored startup screening with full audit trail. Use when you need a reproducible, weighted-score verdict on a startup — not just a qualitative opinion. Triggered by: \"/venture-capital-intelligence:hard-screening-startup\", \"hard screen this startup\", \"run a hard screen on X\", \"score this startup with Python\", \"give me an auditable screen\", \"run a scored evaluation on X\", \"give me a weighted score for this startup\", \"screen with numbers\", \"objective startup score\", \"reproducib","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":26.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T10:06:22.133427+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":81.8,"without_pass_pct":54.5,"tokens_delta_pct":26.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-11T10:06:22.133427+00:00","run_id":"767fda2a-7e52-49f2-bf0a-4ea7e51f35b9","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":"984ea5acc1a8f9bb374dce4251281b86c2f9005275387421c46ae7fe96e3ec20","raw_url":"https://app.decimal.ai/s/davepoon-hard-screening-startup/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/davepoon-hard-screening-startup"}