{"slug":"majiayu000-build-your-persona-tuning-skill","source_name":"majiayu000/build-your-persona-tuning-skill","name":"Majiayu000/Build Your Persona Tuning Skill","description":"You're about to learn persona fine-tuning. But here's the pattern that will make this knowledge truly yours: **build the skill BEFORE you learn the content**.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":86.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-03T05:09:57.953993+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":63.6,"without_pass_pct":50,"tokens_delta_pct":86.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-03T05:09:57.953993+00:00","run_id":"80df60e7-e3f7-4d36-a115-75e7e5ac6c61","latest_attempt":{"id":"80df60e7-e3f7-4d36-a115-75e7e5ac6c61","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-09-03T05:09:57.953993+00:00","gate":null},"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,"total_uses":0,"total_users":0,"manifest_hash":"e35b0322280eb4332349aaddf9c2a18e77d737ecfcdde3fd998f49a4fdbf05cf","install_name":"majiayu000-build-your-persona-tuning-skill","version_id":"4b3b1038-0bf6-461c-90b1-8fc1602aeee2","body_sha256":"e35b0322280eb4332349aaddf9c2a18e77d737ecfcdde3fd998f49a4fdbf05cf","render_hash":"8586965d62f8c35ad1b67e00ef61ea04cf97c2b2ab489d3e11a6d9b075fe8f6d","raw_url":"https://app.decimal.ai/s/majiayu000-build-your-persona-tuning-skill/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-build-your-persona-tuning-skill"}