{"slug":"mkurman-referral-program","source_name":"mkurman/referral-program","name":"Mkurman/Referral Program","description":"When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch-strategy.","version":1,"lift":{"pass_rate_delta_pts":17.39,"pass_rate_pct":82.6,"total_cases":23,"passed_cases":19,"tokens_delta_pct":43.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T18:30:06.730691+00:00"},"skill_score":0.8261,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":17.39,"with_pass_pct":82.6,"without_pass_pct":65.2,"tokens_delta_pct":43.7,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-21T18:30:06.730691+00:00","run_id":"8fa7b97e-79fb-4c3f-b13f-9f81a099b741","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":"ad451a222b55f4db7e2dc9de29b0ed4018345203e64c20240cc96304d5c71f42","raw_url":"https://app.decimal.ai/s/mkurman-referral-program/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mkurman-referral-program"}