{
  "schema_version": 1,
  "id": "username-controls-2026-11-01",
  "created_at_utc": "2026-11-01T16:39:22Z",
  "selection": "Eight developer/community platforms with explicit upstream fixtures and reviewable public references. Every fixture stays on its source platform. Two deterministic synthetic candidates per platform. Sample fixed before predictions.",
  "ownership": "Published upstream testing fixtures, not accounts owned by MyRecon or the user. Account existence does not establish identity. No personal social-media handles or customer history are included.",
  "reference_policy": "Fixture labels and generated randomness are expectations only. Current exact account evidence or explicit absence supplies the reference; failures stay unknown.",
  "platforms": [
    "GitHub",
    "GitLab",
    "Hacker News",
    "Docker Hub",
    "Dev.to",
    "npm",
    "Keybase",
    "PyPI"
  ],
  "cases": [
    {
      "platform": "GitHub",
      "handle": "blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "GitHub",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        },
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "GitHub",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C01"
    },
    {
      "platform": "GitHub",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "GitHub",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C02"
    },
    {
      "platform": "GitHub",
      "handle": "mr2631dca0640c",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/GitHub/0)",
      "id": "C03"
    },
    {
      "platform": "GitHub",
      "handle": "mr266fca2f9c9b",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/GitHub/1)",
      "id": "C04"
    },
    {
      "platform": "GitLab",
      "handle": "blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "GitLab",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        },
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "GitLab",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C05"
    },
    {
      "platform": "GitLab",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "GitLab",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C06"
    },
    {
      "platform": "GitLab",
      "handle": "mr26ffdf1cdcf0",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/GitLab/0)",
      "id": "C07"
    },
    {
      "platform": "GitLab",
      "handle": "mr262594155896",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/GitLab/1)",
      "id": "C08"
    },
    {
      "platform": "Hacker News",
      "handle": "blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "HackerNews",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        }
      ],
      "id": "C09"
    },
    {
      "platform": "Hacker News",
      "handle": "pg",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "HackerNews",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C10"
    },
    {
      "platform": "Hacker News",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "HackerNews",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C11"
    },
    {
      "platform": "Hacker News",
      "handle": "mr26a5262ed92a",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Hacker News/0)",
      "id": "C12"
    },
    {
      "platform": "Hacker News",
      "handle": "mr26addcf71f1b",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Hacker News/1)",
      "id": "C13"
    },
    {
      "platform": "Docker Hub",
      "handle": "blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "Docker Hub",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        },
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "Docker Hub",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C14"
    },
    {
      "platform": "Docker Hub",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "Docker Hub",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C15"
    },
    {
      "platform": "Docker Hub",
      "handle": "mr2601a3dfd80e",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Docker Hub/0)",
      "id": "C16"
    },
    {
      "platform": "Docker Hub",
      "handle": "mr26c93fc4743b",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Docker Hub/1)",
      "id": "C17"
    },
    {
      "platform": "Dev.to",
      "handle": "blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "DEV Community",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        },
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "DEV Community",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C18"
    },
    {
      "platform": "Dev.to",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "DEV Community",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C19"
    },
    {
      "platform": "Dev.to",
      "handle": "mr26534c469177",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Dev.to/0)",
      "id": "C20"
    },
    {
      "platform": "Dev.to",
      "handle": "mr2608fdaeabff",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Dev.to/1)",
      "id": "C21"
    },
    {
      "platform": "npm",
      "handle": "kennethsweezy",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "npm",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        }
      ],
      "id": "C22"
    },
    {
      "platform": "npm",
      "handle": "sindresorhus",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "NPM",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C23"
    },
    {
      "platform": "npm",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "NPM",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C24"
    },
    {
      "platform": "npm",
      "handle": "mr266aca0fe160",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/npm/0)",
      "id": "C25"
    },
    {
      "platform": "npm",
      "handle": "mr266911d1a5a3",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/npm/1)",
      "id": "C26"
    },
    {
      "platform": "Keybase",
      "handle": "blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "Keybase",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        },
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "Keybase",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C27"
    },
    {
      "platform": "Keybase",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "Keybase",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C28"
    },
    {
      "platform": "Keybase",
      "handle": "mr2610af8a707d",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Keybase/0)",
      "id": "C29"
    },
    {
      "platform": "Keybase",
      "handle": "mr263360af2165",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/Keybase/1)",
      "id": "C30"
    },
    {
      "platform": "PyPI",
      "handle": "Blue",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "sherlock",
          "field": "username_claimed",
          "site_name": "PyPi",
          "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
        }
      ],
      "id": "C31"
    },
    {
      "platform": "PyPI",
      "handle": "adam",
      "cohort": "upstream_claimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameClaimed",
          "site_name": "PyPi",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C32"
    },
    {
      "platform": "PyPI",
      "handle": "noonewouldeverusethis7",
      "cohort": "upstream_unclaimed_fixture",
      "fixture_sources": [
        {
          "tool": "maigret",
          "field": "usernameUnclaimed",
          "site_name": "PyPi",
          "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
        }
      ],
      "id": "C33"
    },
    {
      "platform": "PyPI",
      "handle": "mr264407671dfd",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/PyPI/0)",
      "id": "C34"
    },
    {
      "platform": "PyPI",
      "handle": "mr266f2a56ce0e",
      "cohort": "synthetic_negative_candidate",
      "fixture_sources": [],
      "generation": "mr26 + first 10 hex SHA256(username-controls-2026-11-01/PyPI/1)",
      "id": "C35"
    }
  ],
  "rules": {
    "GitHub": {
      "sherlock": {
        "site_name": "GitHub",
        "rule": {
          "errorType": "status_code",
          "regexCheck": "^[a-zA-Z0-9](?:[a-zA-Z0-9]|-(?=[a-zA-Z0-9])){0,38}$",
          "url": "https://www.github.com/{}",
          "urlMain": "https://www.github.com/",
          "username_claimed": "blue"
        },
        "sha256": "21c0b84107a6a838ee8d1dc27ee834a162848a93ef8a97ed13d28dec50035134",
        "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
      },
      "maigret": {
        "site_name": "GitHub",
        "rule": {
          "tags": [
            "business",
            "coding",
            "networking"
          ],
          "regexCheck": "^[a-zA-Z0-9](?:[a-zA-Z0-9]|-(?=[a-zA-Z0-9])){0,38}$",
          "urlProbe": "https://api.github.com/users/{username}",
          "checkType": "status_code",
          "alexaRank": 10,
          "urlMain": "https://www.github.com/",
          "url": "https://github.com/{username}",
          "usernameClaimed": "blue",
          "usernameUnclaimed": "noonewouldeverusethis7"
        },
        "sha256": "3ae976f420695ebd5f1feb9fd8ee6c61eeaac2d249767db34e66601598a22adb",
        "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
      }
    },
    "GitLab": {
      "sherlock": {
        "site_name": "GitLab",
        "rule": {
          "errorMsg": "[]",
          "errorType": "message",
          "url": "https://gitlab.com/{}",
          "urlMain": "https://gitlab.com/",
          "urlProbe": "https://gitlab.com/api/v4/users?username={}",
          "username_claimed": "blue"
        },
        "sha256": "ab907f1abc9ab91de2bfbf20f6e877f03b9e30ea33238540e1928d14266452d8",
        "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
      },
      "maigret": {
        "site_name": "GitLab",
        "rule": {
          "tags": [
            "business",
            "coding",
            "tech"
          ],
          "urlProbe": "https://gitlab.com/api/v4/users?username={username}",
          "checkType": "message",
          "absenceStrs": [
            "[]"
          ],
          "alexaRank": 155,
          "urlMain": "https://gitlab.com/",
          "url": "https://gitlab.com/{username}",
          "usernameClaimed": "blue",
          "usernameUnclaimed": "noonewouldeverusethis7"
        },
        "sha256": "f930446a66fd07bc9a8965346c53bbb877dd9265b45fafd8b2e41ec79686d048",
        "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
      }
    },
    "Hacker News": {
      "sherlock": {
        "site_name": "HackerNews",
        "rule": {
          "__comment__": "First errMsg invalid, second errMsg rate limited. Not ideal. Adjust for better rate limit filtering.",
          "errorMsg": [
            "No such user.",
            "Sorry."
          ],
          "errorType": "message",
          "url": "https://news.ycombinator.com/user?id={}",
          "urlMain": "https://news.ycombinator.com/",
          "username_claimed": "blue"
        },
        "sha256": "572eb3b15da823003f5e02b131431c274f7c5dd90563eef121113dbaa3d0474d",
        "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
      },
      "maigret": {
        "site_name": "HackerNews",
        "rule": {
          "tags": [
            "discussion",
            "news",
            "tech"
          ],
          "checkType": "message",
          "presenseStrs": [
            "\"created\""
          ],
          "urlMain": "https://news.ycombinator.com/",
          "url": "https://news.ycombinator.com/user?id={username}",
          "urlProbe": "https://hacker-news.firebaseio.com/v0/user/{username}.json?shallow=true",
          "usernameClaimed": "pg",
          "usernameUnclaimed": "noonewouldeverusethis7"
        },
        "sha256": "27411827b7d86452eac6f0d5eeb0829cb142a5207cc3ef44efd1bba1734e902d",
        "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
      }
    },
    "Docker Hub": {
      "sherlock": {
        "site_name": "Docker Hub",
        "rule": {
          "errorType": "status_code",
          "url": "https://hub.docker.com/u/{}/",
          "urlMain": "https://hub.docker.com/",
          "urlProbe": "https://hub.docker.com/v2/users/{}/",
          "username_claimed": "blue"
        },
        "sha256": "9bfc825e1a00995134a4ba58b3a1fa060805c89869d1f6d6b058dfe0cb5a6dfd",
        "source_url": "https://github.com/sherlock-project/sherlock/blob/e40a45ec2a074b90703b3b4b842c8a3adbd6ada3/sherlock_project/resources/data.json"
      },
      "maigret": {
        "site_name": "Docker Hub",
        "rule": {
          "tags": [
            "apps",
            "coding",
            "tech"
          ],
          "urlProbe": "https://hub.docker.com/v2/users/{username}/",
          "checkType": "status_code",
          "urlMain": "https://hub.docker.com/",
          "url": "https://hub.docker.com/u/{username}/",
          "usernameClaimed": "blue",
          "usernameUnclaimed": "noonewouldeverusethis7"
        },
        "sha256": "efb8d6e7c39283b2d8b4a15a751eebdc99971730d8846706d3739829d2ebbcdb",
        "source_url": "https://github.com/soxoj/maigret/blob/b6642744988e7e6c2d21f75db60ec3093019ba25/maigret/resources/data.json"
      }
    },
    "Dev.to": {
      "sherlock": {
        "site_name": "DEV Community",
        "rule": {
          "errorType": "status_code",
          "regexCheck": "^[a-zA-Z][a-zA-Z0-9_-]*$",
          "url": "https://dev.to/{}",
          "urlMain": "https://dev.to/",
          "username_claimed": "blue"
        },
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