{"slug":"hashgraph-online-validation-first","source_name":"hashgraph-online/validation-first","name":"Hashgraph Online/Validation First","description":"Validation-first design for AI agent output — every spec requirement must be automatically verifiable.\nCovers the 6-gate validation pipeline, phase gates between Hunt phases, merge protocol,\ncompletion signals, and acceptance criteria design patterns.\nTrigger phrases: \"validation gates\", \"quality gates\", \"validation-first design\",\n\"how to validate agent output\", \"acceptance criteria design\"","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":160,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T21:11:28.217093+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":90.9,"without_pass_pct":36.4,"tokens_delta_pct":160,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T21:11:28.217093+00:00","run_id":"af691362-d668-4992-ad62-f2ffeb153ec2","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":"dab365b548286b8e4b9606bb7f5100c7768ff77e2b62388dbd1c32c52e2092dd","raw_url":"https://app.decimal.ai/s/hashgraph-online-validation-first/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/hashgraph-online-validation-first"}