Cool Manifests

manifest.json

// match any prisencolinensinainciusol skeet
{
    "filter": {
        "and": [
            {
                "regex_matches": [
                    {
                        "var": "text"
                    },
                    "\\bprisencolinensinainciusol\\b"
                ]
            }
        ]
    },
    "models": []
}

// match any skeet embedding https://www.youtube.com/watch?v=E8Ew6K0W3RY, matching the term "important", not matching "unwanted_term", with cosine similarity of 0.3 or higher compared to anchor text of "This is an important update", and any score on the news_without_science ML classifier
{
    "filter": {
        "and": [
            {
                "attribute_compare": [
                    {
                        "var": "embed.external.uri"
                    },
                    "==",
                    "https://www.youtube.com/watch?v=E8Ew6K0W3RY"
                ]
            },
            {
                "regex_matches": [
                    {
                        "var": "text"
                    },
                    "\\bimportant\\b"
                ]
            },
            {
                "regex_negation_matches": [
                    {
                        "var": "text"
                    },
                    "\\bunwanted_term\\b"
                ]
            },
            {
                "text_similarity": [
                    {
                        "var": "text"
                    },
                    {
                        "model_name": "all-MiniLM-L6-v2",
                        "anchor_text": "This is an important update"
                    },
                    ">=",
                    0.3
                ]
            },
            {
                "model_probability": [
                    {
                        "model_name": "news_without_science"
                    },
                    ">=",
                    0.9
                ]
            }
        ]
    },
    "models": [
        {
            "model_name": "news_without_science",
            "feature_modules": [
                {
                    "type": "time_features"
                },
                {
                    "type": "vectorizer",
                    "model_name": "all-MiniLM-L6-v2"
                },
                {
                    "type": "post_metadata"
                }
            ]
        }
    ]
}

Any posts from people that @devingaffney.com follows

{
    "filter": {
        "and": [
            {
                "social_graph": [
                    "devingaffney.com",
                    "is_in",
                    "follows"
                ]
            }
        ]
    },
    "models": [

    ]
}

Any posts from people @brendannyhan.bsky.social follows, restricted to high likelihood of looking like dril posts:

{
    "filter": {
        "and": [
            {
                "social_graph": [
                    "brendannyhan.bsky.social",
                    "is_in",
                    "follows"
                ]
            },
            {
                "model_probability": [
                    {
                        "model_name": "dril_detector"
                    },
                    ">=",
                    0.9
                ]
            }
        ]
    },
    "models": [
        {
            "feature_modules": [
                {
                    "model_name": "all-MiniLM-L6-v2",
                    "type": "vectorizer"
                }
            ],
            "model_name": "dril_detector",
            "training_file": "dril_detector_dataset.json"
        }
    ]
}

Any posts from any member of the Swiftie Starter Pack:

{
    "filter": {
        "and": [
            {
                "starter_pack_member": [
                    "https://bsky.app/starter-pack/taylorsglitters.swifties.social/3laf2yzj6lh2y",
                    "is_in"
                ]
            }
        ]
    }
}

Any posts about US politics excluding members of the BlueAnon moderation list:

{
    "filter": {
        "and": [
                    {
                "text_similarity": [
                    {
                        "var": "text"
                    },
                    {
                        "model_name": "all-MiniLM-L6-v2",
                        "anchor_text": "United States Politics, Presidential Election, Donald Trump"
                    },
                    ">=",
                    0.3
                ]
            },
            {
                "list_member": [
                    "https://bsky.app/profile/numb.comfortab.ly/lists/3lam62tvlqz2l",
                    "is_not_in"
                ]
            }
        ]
    }
}

Any posts including a URL originating from journalists in several journalist starter packs

{
  "filter": {
    "and": [
      {
        "attribute_compare": [
          {
            "var": "embed.external.uri"
          },
          "!=",
          null
        ]
      },
      {
        "or": [
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/justinling.ca/3kwirfdizjt25",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/24rjc.rjcgonzalez.com/3l3vebwzpqz2u",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/make-it-make-sense.bsky.social/3lalc7uxfdz2c",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/bschillace.brandyschillace.com/3l7njufjykq2x",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/martinstabe.bsky.social/3l373eyo7zq2u",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/abajrak.bsky.social/3l3lkcouyik2f",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/gregpak.bsky.social/3l4fakivzew2j",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/24rjc.rjcgonzalez.com/3l3vebwzpqz2u",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/bloomberg.com/3laot7tbtcy2y",
              "is_in"
            ]
          },
          {
            "starter_pack_member": [
              "https://bsky.app/starter-pack/jamielevdan.bsky.social/3laoyggxng62h",
              "is_in"
            ]
          }
        ]
      }
    ]
  }
}