{"slug":"hashgraph-online-traction-viral-engineering","source_name":"hashgraph-online/traction-viral-engineering","name":"Hashgraph Online/Traction Viral Engineering","description":"Plan viral marketing and engineering-as-marketing traction experiments from Traction. Use when designing referral loops, viral coefficients, engineered acquisition tools, calculators, microsites, widgets, or product-led assets that acquire customers; use make-product-viral instead for landing-page audits, shareability reviews, pricing-page polish, or social-preview optimization.","version":1,"lift":{"pass_rate_delta_pts":24,"pass_rate_pct":96,"total_cases":25,"passed_cases":24,"tokens_delta_pct":-8.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T10:14:51.787678+00:00"},"skill_score":0.96,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":24,"with_pass_pct":96,"without_pass_pct":72,"tokens_delta_pct":-8.1,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T10:14:51.787678+00:00","run_id":"0c294ccc-62fd-4e8f-b250-7f4059d25982","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":"549f767277a7c55f9a244d374ba58d64ebd1ea3a23611179ce3ae7aaddec2e41","raw_url":"https://app.decimal.ai/s/hashgraph-online-traction-viral-engineering/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/hashgraph-online-traction-viral-engineering"}