{"slug":"matlab-matlab-enhance-camera-image","source_name":"matlab/matlab-enhance-camera-image","name":"Matlab/Matlab Enhance Camera Image","description":"Read BEFORE troubleshooting or enhancing camera image quality. Diagnoses and enhances image quality from cameras connected via Image Acquisition Toolbox or USB Webcams support package. Discovers camera capabilities at runtime, analyzes captured images for quality issues (brightness, contrast, sharpness, noise, color balance, backlighting), suggests hardware setting adjustments tailored to the specific camera, and applies Image Processing Toolbox enhancement functions. Use when a user wants to im","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":116,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T18:19:18.278442+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":63.6,"without_pass_pct":59.1,"tokens_delta_pct":116,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T18:19:18.278442+00:00","run_id":"85e1deac-f750-4e59-8b3a-a4d9e705b772","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":"https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md","install_count":0,"manifest_hash":"2e3178edf0f0661b10840fb03d7755468cc8258231e65445a940de400fbeb387","raw_url":"https://app.decimal.ai/s/matlab-matlab-enhance-camera-image/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/matlab-matlab-enhance-camera-image"}