precursor 0.2.3

Pre-protocol payload tagging, similarity clustering, and packet/firmware triage CLI.
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{
  "---PRECURSOR_PROTOCOL_HINTS---": "Candidate payload clusters for LLM-guided protocol discovery.",
  "SimilarityMode": "fbhash",
  "DistanceThreshold": 100,
  "Candidates": [
    {
      "xxh3_64_sum": "612a4f3803dc2110",
      "similarity_hash": "fbhash:227:294cb799466c30672fbc02a727755001",
      "neighbor_count": 9,
      "tags": [
        "http_method",
        "urlencoded_jndi",
        "ldap_scheme"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "312e3f63a899a72e",
      "similarity_hash": "fbhash:80:de765fcd8861dc3c3b17fbe45abb4ae3",
      "neighbor_count": 8,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "b4d9e2449d8ee0b6",
      "similarity_hash": "fbhash:80:c8f490e698c2ba57c1f88374503b162d",
      "neighbor_count": 7,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "2f77d6f6ecbfcdf1",
      "similarity_hash": "fbhash:80:2d4e564aa0f5e8c207fefe1523d3af85",
      "neighbor_count": 6,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "170d6ca84449255c",
      "similarity_hash": "fbhash:80:74d9a54cb165463b95315476c44ce79a",
      "neighbor_count": 5,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "ffd960bd567bf866",
      "similarity_hash": "fbhash:80:f82eac81c88020d591f3242c2c5a1e72",
      "neighbor_count": 4,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "5fc49418b456e085",
      "similarity_hash": "fbhash:80:a2c00f1789ec419679f3592d6fa0dbc1",
      "neighbor_count": 3,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "45d0ebaa5f04b7a6",
      "similarity_hash": "fbhash:80:819a4fd1eaab6918df7e04cf101d4090",
      "neighbor_count": 2,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "8e17ec202c88d9a4",
      "similarity_hash": "fbhash:80:d576f484ce2c3e7055ef96680c4d5f5d",
      "neighbor_count": 1,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    },
    {
      "xxh3_64_sum": "90519648a3fc0f7",
      "similarity_hash": "fbhash:80:b8f9919d9ff2b5b3f2082ef0426dc978",
      "neighbor_count": 0,
      "tags": [
        "http_method",
        "exploit_class_path",
        "java_user_agent"
      ],
      "protocol_label": "http",
      "protocol_confidence": 0.99,
      "protocol_abstained": false
    }
  ]
}
{
  "---PRECURSOR_STATISTICS---": "This JSON is output to STDERR so that you can parse stats separate from the primary output.",
  "Input": {
    "Count": 10,
    "Unique": 10,
    "AvgSize": "108",
    "MinSize": 86,
    "MaxSize": 307,
    "P95Size": 86,
    "TotalSize": "1.06KB"
  },
  "Match": {
    "Patterns": 5,
    "TotalMatches": 30,
    "Matches": [
      {
        "Name": "java_user_agent",
        "Matches": 9
      },
      {
        "Name": "http_method",
        "Matches": 10
      },
      {
        "Name": "urlencoded_jndi",
        "Matches": 1
      },
      {
        "Name": "ldap_scheme",
        "Matches": 1
      },
      {
        "Name": "exploit_class_path",
        "Matches": 9
      }
    ],
    "HashesGenerated": 10,
    "AvgSize": "108",
    "MinSize": 86,
    "MaxSize": 307,
    "P95Size": 307,
    "TotalSize": "3.17KB"
  },
  "Compare": {
    "Similarities": 45,
    "AvgDistance": "49",
    "MinDistance": 39,
    "MaxDistance": 88,
    "P95Distance": 88
  },
  "Environment": {
    "Version": "0.2.1",
    "DurationSeconds": "0.00",
    "ProcessingRate": "1.06KB/ms",
    "SimilarityMode": "fbhash",
    "RegexEngine": "pcre2",
    "InputMode": "string",
    "HashFunction": "48_1",
    "DistanceThreshold": 100,
    "DiffEnabled": true,
    "OnlyOutputSimilar": false,
    "LengthEnabled": false,
    "InputJSONKey": "",
    "SinglePacketInference": true,
    "AbstainThreshold": 0.65,
    "ProtocolTopK": 3,
    "SigmaRulesLoaded": 0
  }
}