{"slug":"pangzhenying2025-automotive-examples-code","source_name":"pangzhenying2025/automotive-examples-code","name":"Pangzhenying2025/Automotive Examples Code","description":"Production-ready automotive code examples from automotive-claude-code-agents. Includes BMS ECU firmware (C), ADAS perception pipeline (Python), battery thermal modeling, network topologies, multi-region cloud deployment (Terraform/K8s), and automotive protocol demos. Use when the user wants real working code for automotive ECUs, ADAS, BMS, or deployment.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":-17.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T18:10:57.610748+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":63.6,"without_pass_pct":13.6,"tokens_delta_pct":-17.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-07T18:10:57.610748+00:00","run_id":"b2698657-d82e-4ea3-9ed4-947c07744bec","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":"dbe736954c7a8dab522a5ef7e15085cc8a13e790b10d4f2658697641450c1cd7","raw_url":"https://app.decimal.ai/s/pangzhenying2025-automotive-examples-code/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/pangzhenying2025-automotive-examples-code"}