{"slug":"ljagiello-ctf-ai-ml","source_name":"ljagiello/ctf-ai-ml","name":"Ljagiello/Ctf AI ML","description":"Provides AI and machine learning techniques for CTF challenges. Use when attacking ML models, crafting adversarial examples, performing model extraction, prompt injection, membership inference, training data poisoning, fine-tuning manipulation, neural network analysis, LoRA adapter exploitation, LLM jailbreaking, or solving AI-related puzzles.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":52.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T11:22:41.755327+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":81.8,"without_pass_pct":68.2,"tokens_delta_pct":52.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T11:22:41.755327+00:00","run_id":"6713ce2f-328e-4518-9088-cf987d8820e1","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":"00757279780a4e1320686c55af1c04fc88f5809a8bdc563c1caac1de2dcd2fad","raw_url":"https://app.decimal.ai/s/ljagiello-ctf-ai-ml/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ljagiello-ctf-ai-ml"}