{"slug":"dpearson2699-apple-on-device-ai","source_name":"dpearson2699/apple-on-device-ai","name":"Dpearson2699/Apple On Device AI","description":"Build private, on-device AI features on iPhone, iPad, and Mac with Foundation Models, Core ML, MLX Swift, or llama.cpp. Use when choosing an Apple-local model runtime, building an Apple Intelligence chatbot or tool-calling feature, running an LLM on Apple Silicon, converting or compressing a Python model for Core ML, or comparing on-device inference backends. For Swift Core ML loading and prediction code, use the coreml skill.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":103.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T04:56:05.473977+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":95.5,"without_pass_pct":72.7,"tokens_delta_pct":103.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-14T04:56:05.473977+00:00","run_id":"d9600863-bd89-4ff7-942c-3e0f99dbdbf1","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":"NOASSERTION","install_count":0,"manifest_hash":"143017c7c632080d75175ddab90d11a04f87d034918caf6ec5dd38706e08001a","raw_url":"https://app.decimal.ai/s/dpearson2699-apple-on-device-ai/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/dpearson2699-apple-on-device-ai"}