docs: add AI-friendly repository navigation

2026-08-30 19:43:54 +08:00
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+# Generated audit reports
+
+This directory stores machine-generated dataset audits, not model results or
+authoritative annotations.
+
+Current artifact:
+
+- [`egospeak_easycom_feature_audit.json`](egospeak_easycom_feature_audit.json):
+  released EgoSpeak EasyCom feature-layout audit.
+
+When adding a report, record the generating script, command, source dataset
+version and timestamp in the payload or an adjacent README. Derived timing or
+LLM-adjudicated labels must remain explicitly named proxies unless they have
+been manually validated as ground truth.