{"slug":"wondelai-improve-retention","source_name":"wondelai/improve-retention","name":"Wondelai/Improve Retention","description":"Diagnose and fix retention problems using behavior design (B=MAP). Use when the user mentions \"users sign up but dont stick around\", \"activation rate\", \"onboarding friction\", \"retention metrics\", \"why users dont complete\", \"churn analysis\", or \"aha moment\". Also trigger when analyzing cohort retention curves, designing activation milestones, reducing time-to-value for new users, or investigating why users quit after their first session. Covers the Ability Chain, prompt design, and tiny behaviors","version":1,"lift":{"pass_rate_delta_pts":28,"pass_rate_pct":92,"total_cases":25,"passed_cases":23,"tokens_delta_pct":148.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T04:26:26.545865+00:00"},"skill_score":0.92,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":28,"with_pass_pct":92,"without_pass_pct":64,"tokens_delta_pct":148.4,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T04:26:26.545865+00:00","run_id":"c6748c56-b13d-4b07-a1f6-364e4b690711","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":"56ff87c80e3ae9f91c6b99e3e5db0de008de9090a70301bbee08ca21c466b3ca","raw_url":"https://app.decimal.ai/s/wondelai-improve-retention/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wondelai-improve-retention"}