Automationwindsland52/maatutorial
maafw-debug
Debugging and acceptance of MaaFramework (MaaFW) applications (in development state, with devices online) — addressing node recognition failures, missed click targets (recognition success ≠ effective clicks), ROI calibration and threshold tuning, single-node run verification, stuck flows and controller connection troubleshooting, end-to-end acceptance, and pipeline_override effect validation; triage is conducted across five layers: configuration, recognition, action, flow, and acceptance, producing root cause conclusions and evidence, with fixes handed over to maafw-pipeline / maafw-interface / maafw-custom. Use when debugging or acceptance-testing a MaaFW application with a device attached — node recognition failures, clicks that miss, ROI calibration and threshold tuning, single-node run verification, stuck flows and controller connection issues, end-to-end acceptance, or pipeline_override effect checks; triage by layer (config / recognition / action / flow / acceptance), then hand the fix back to maafw-pipeline / maafw-interface / maafw-custom.