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Uniqueness Engine Β· 3-Layer Protection
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Semantic Similarity
Embeddings + cosine distance check against all existing skill prompts. Blocks clones above threshold.
Layer 1
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Structural Fingerprint
Analyzes instruction chains, execution graph, and system prompt block structure.
Layer 2
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Output Fingerprinting
Runs skill on test inputs, compares output embeddings and response structure against known skills.
Layer 3
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LLM Analysis
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LLM Assessment
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