{
  "term": {
    "id": "lex:signature-extraction-protocol",
    "slug": "signature-extraction-protocol",
    "term": "Signature Extraction Protocol",
    "aliases": [],
    "kind": "canon",
    "type": "concept",
    "definition": "Protocol for extracting and encoding a person's unique linguistic, cognitive, and behavioral signature into a language model's operating context. Enables deep personalization of AI agents to mirror specific operator voices, decision patterns, and communication styles. Core mechanism behind MIRROR-X1 and the Neursona influencer agent stack.",
    "definition_basis": "verbatim",
    "definition_source": "https://app.notion.com/p/339a981d75b681ed8f1af90c6bcc6876",
    "provenance": [
      {
        "source": "notion",
        "ref": "https://app.notion.com/p/339a981d75b681ed8f1af90c6bcc6876",
        "captured_at": "2026-07-25"
      },
      {
        "source": "notion",
        "ref": "https://app.notion.com/p/5a77422a5a0e46b7a7d5b7521ba7e42e",
        "captured_at": "2026-10-05"
      },
      {
        "source": "repo",
        "ref": "repo:NeuruhAI/neuruh-vault@75e4cff:05-CODEX/canon-codex_v6.json#canon.signature-extraction",
        "captured_at": "2026-07-20"
      }
    ],
    "related": [
      "lex:mirror-x1",
      "lex:mirror"
    ],
    "status": "published",
    "first_seen": "2026-04-04",
    "source_ids": [
      "codex:canon.signature-extraction",
      "ip:CORE-PROTO-SIG-EXTRACT-1.0-BUILT"
    ]
  },
  "url": "https://lexicon.neuruh.com/t/signature-extraction-protocol",
  "cite": "lex:signature-extraction-protocol — Neuruh Lexicon v1.0.0",
  "lexicon_version": "1.0.0",
  "content_hash": "0a2bb72426e976507b89a3172a8c5671b6fe136f6e54ce8499ec1d890ac7e851"
}