{"slug":"pisberg-vibetags-usage","source_name":"pisberg/vibetags-usage","name":"Pisberg/Vibetags Usage","description":"This skill should be used when the user asks how to \"use VibeTags\", \"add VibeTags annotations\", \"set up AI guardrails\", \"protect code from AI\", \"configure AI platforms\", asks about @AILocked, @AIContext, @AIDraft, @AIAudit, @AIIgnore, @AIPrivacy, @AICore, @AIPerformance, @AIContract, @AITestDriven, @AIThreadSafe, @AIImmutable, @AIDeprecated, @AIObservability, @AIRegulation, @AIArchitecture, @AILegacyBridge, @AIStrictClasspath, @AIInternationalized, @AIPublicAPI, @AISchemaSafe, @AIStrictException","version":1,"lift":{"pass_rate_delta_pts":60.87,"pass_rate_pct":87,"total_cases":23,"passed_cases":20,"tokens_delta_pct":569.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T12:05:14.869087+00:00"},"skill_score":0.8696,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":60.87,"with_pass_pct":87,"without_pass_pct":26.1,"tokens_delta_pct":569.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T12:05:14.869087+00:00","run_id":"6022afce-417a-4f80-9ac8-29c545458036","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":"e173452fbbc32879573f9b174b2b18f12f41363d743e56a39f2706446dc95213","raw_url":"https://app.decimal.ai/s/pisberg-vibetags-usage/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/pisberg-vibetags-usage"}