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Universal Embedded Knowledge Framework for Ankh Agent - recognizes embedded frameworks, maps domains, and applies native-first patterns

Universal Embedded Knowledge Framework for AI Coding Agents - recognizes embedded frameworks, maps domains, and applies native-first patterns

Universal Embedded Knowledge Framework for Hermes Agent - recognizes embedded frameworks, maps domains, and applies native-first patterns

Embedded debugging skill using CmBacktrace + GDB for crash log analysis, symbolication, GDB session management, and Cortex-M hardfault analysis

Use this skill when the user asks to "detect AI text", "check if text is AI generated", "run AIGC detection", "analyze document for AI content", "train detection model", "generate training data", "reduce AIGC score", "refine paper to lower AI detection", "降AIGC率", "降重", "去AI味", or mentions AIGC/AI-generated content detection/refinement. This skill provides full access to the AIGC Detector Toolkit: five-engine detection, one-click refinement, model training, data generation, and evaluation.