{"slug":"aaron-he-zhu-early-access-designer","source_name":"aaron-he-zhu/early-access-designer","name":"Aaron He Zhu/Early Access Designer","description":"Use when the user asks to \"design an early access program\", \"set up a waitlist and beta stages\", or \"define beta graduation criteria\"; produces a waitlist→concept→alpha→beta→GA stage ladder with per-stage purpose and opt-in semantics, quantified graduation criteria per stage (labeled Estimated), a cohort-gating and invite-throttling plan, tester recruitment with launch-day social-proof prep, a feedback-loop spec where every status change notifies its subscribers, and a referral-loop mechanism sp","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":86.5,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T07:21:25.365631+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":100,"without_pass_pct":31.8,"tokens_delta_pct":86.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-13T07:21:25.365631+00:00","run_id":"08f16cb3-0d8f-49eb-b21d-a69ee761d5dd","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":"Apache-2.0","install_count":0,"manifest_hash":"df11ba694aa3071251921be0c8c8ccd1789b9a303eddaca3866067f21be39ad0","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-early-access-designer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-early-access-designer"}