objekts Production Desk

Official7 tools

by peach420fuzz · JavaScript

AI/VFX, CGI, motion & animation production preflight by objekts: locks, continuity, PoCs, estimates.

ai.objekts.mcp/production-desk — Model Context Protocol (MCP) Server

The ai.objekts.mcp/production-desk MCP server provides production preflight by objekts. Its description specifies validation focused on hard locks, route safety, asset fitness, continuity, and PoCs. This positions the server as a pre-production checking workflow within the Model Context Protocol ecosystem.

🛠️ Key Features

Hard locks
Route safety
Asset fitness
Continuity
PoCs

🚀 Use Cases

Production preflight checks
Validating routes for safety
Verifying assets for fitness prior to continuation
Supporting continuity requirements
Running proof-of-concept (PoC) evaluations

⚡ Developer Benefits

Explicit preflight categories aligned to production needs (hard locks, safety, fitness, continuity, PoCs)

⚠️ Limitations

Available metadata does not describe specific MCP tools, endpoints, configuration, or tool counts.

Topics

gemini-cli-extension

Captured live from the server via tools/list.

diagnose_production

Use the objekts Production Desk production-diagnosis engine for production-heavy visual work before proposing execution. It checks reference authority, hard locks, truth-layer routing, asset fitness, continuity, versioning, revision impact, readiness and the highest-value proof-of-concept. It does not estimate price, collect contact data, upload files or send anything externally. Populate only facts available from the user's current request/files; mark unknowns explicitly instead of inventing production facts.

Parameters8

objective	string	required
deliverables	array	required
assets	array	optional
elementRoutes	array	optional
versions	array	optional
changes	array	optional
unknowns	array	optional
readiness	object	required

Raw schema

{
  "type": "object",
  "properties": {
    "objective": {
      "type": "string",
      "minLength": 1,
      "maxLength": 2000
    },
    "deliverables": {
      "minItems": 1,
      "maxItems": 100,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1,
        "maxLength": 1000
      }
    },
    "assets": {
      "maxItems": 100,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "assetId": {
            "type": "string",
            "minLength": 1,
            "maxLength": 200
          },
          "label": {
            "type": "string",
            "minLength": 1,
            "maxLength": 500
          },
          "approvalState": {
            "type": "string",
            "enum": [
              "EXPLORATORY",
              "CANDIDATE",
              "APPROVED",
              "FROZEN",
              "SUPERSEDED",
              "REJECTED"
            ]
          },
          "controls": {
            "maxItems": 50,
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "domain": {
                  "type": "string",
                  "enum": [
                    "CHARACTER_IDENTITY",
                    "FACE",
                    "BODY",
                    "WARDROBE",
                    "PRODUCT_GEOMETRY",
                    "PRODUCT_COLOR",
                    "PACKAGING",
                    "MATERIAL_RESPONSE",
                    "LOCATION_GEOMETRY",
                    "ARCHITECTURE",
                    "CAMERA",
                    "LENS",
                    "COMPOSITION",
                    "LIGHTING",
                    "COLOR",
                    "LOGO",
                    "TYPOGRAPHY",
                    "COPY",
                    "MOTION",
                    "POSE",
                    "INTERIOR_GEOMETRY",
                    "SCALE",
                    "DEPTH_PLANE",
                    "FOCUS_BEHAVIOR",
                    "SOUND",
                    "OTHER"
                  ]
                },
                "strength": {
                  "type": "string",
                  "enum": [
                    "HARD",
                    "SOFT"
                  ]
                },
                "notes": {
                  "anyOf": [
                    {
                      "type": "string",
                      "maxLength": 1000
                    },
                    {
                      "type": "null"
                    }
                  ]
                }
              },
              "required": [
                "domain",
                "strength"
              ]
            }
          },
          "doesNotControl": {
            "maxItems": 50,
            "type": "array",
            "items": {
              "type": "string",
              "enum": [
                "CHARACTER_IDENTITY",
                "FACE",
                "BODY",
                "WARDROBE",
                "PRODUCT_GEOMETRY",
                "PRODUCT_COLOR",
                "PACKAGING",
                "MATERIAL_RESPONSE",
                "LOCATION_GEOMETRY",
                "ARCHITECTURE",
                "CAMERA",
                "LENS",
                "COMPOSITION",
                "LIGHTING",
                "COLOR",
                "LOGO",
                "TYPOGRAPHY",
                "COPY",
                "MOTION",
                "POSE",
                "INTERIOR_GEOMETRY",
                "SCALE",
                "DEPTH_PLANE",
                "FOCUS_BEHAVIOR",
                "SOUND",
                "OTHER"
              ]
            }
          },
          "supersedes": {
            "maxItems": 50,
            "type": "array",
            "items": {
              "type": "string",
              "maxLength": 200
            }
          },
          "fitness": {
            "type": "string",
            "enum": [
              "FIT",
              "FIT_WITH_REBUILD",
              "NOT_FIT",
              "UNKNOWN"
            ]
          },
          "fitnessNotes": {
            "maxItems": 30,
            "type": "array",
            "items": {
              "type": "string",
              "maxLength": 1000
            }
          }
        },
        "required": [
          "assetId",
          "label",
          "approvalState",
          "controls",
          "fitness"
        ]
      }
    },
    "elementRoutes": {
      "maxItems": 100,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "elementId": {
            "type": "string",
            "minLength": 1,
            "maxLength": 200
          },
          "label": {
            "type": "string",
            "minLength": 1,
            "maxLength": 500
          },
          "truthLayer": {
            "type": "string",
            "enum": [
              "LIVE_ACTION",
              "CONTROLLED_CGI",
              "AI_GENERATED",
              "SOURCE_ASSET",
              "GRAPHICS",
              "COMPOSITE"
            ]
          },
          "controlMode": {
            "type": "string",
            "enum": [
              "DETERMINISTIC",
              "REFERENCE_LOCKED",
              "GENERATIVE"
            ]
          },
          "exactness": {
            "type": "string",
            "enum": [
              "HARD",
              "SOFT"
            ]
          },
          "domains": {
            "minItems": 1,
            "maxItems": 30,
            "type": "array",
            "items": {
              "type": "string",
              "enum": [
                "CHARACTER_IDENTITY",
                "FACE",
                "BODY",
                "WARDROBE",
                "PRODUCT_GEOMETRY",
                "PRODUCT_COLOR",
                "PACKAGING",
                "MATERIAL_RESPONSE",
                "LOCATION_GEOMETRY",
                "ARCHITECTURE",
                "CAMERA",
                "LENS",
                "COMPOSITION",
                "LIGHTING",
                "COLOR",
                "LOGO",
                "TYPOGRAPHY",
                "COPY",
                "MOTION",
                "POSE",
                "INTERIOR_GEOMETRY",
                "SCALE",
                "DEPTH_PLANE",
                "FOCUS_BEHAVIOR",
                "SOUND",
                "OTHER"
              ]
            }
          },
          "recurringAcrossShots": {
            "type": "boolean"
          },
          "notes": {
            "type": "string",
            "maxLength": 1500
          }
        },
        "required": [
          "elementId",
          "label",
          "truthLayer",
          "controlMode",
          "exactness",
          "domains"
        ]
      }
    },
    "versions": {
      "maxItems": 100,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "versionId": {
            "type": "string",
            "minLength": 1,
            "maxLength": 200
          },
          "label": {
            "type": "string",
            "minLength": 1,
            "maxLength": 500
          },
          "input": {
            "type": "object",
            "properties": {
              "isMaster": {
                "type": "boolean"
              },
              "onlyExportChange": {
                "type": "boolean"
              },
              "legalCopySwap": {
                "type": "boolean"
              },
              "safeCrop": {
                "type": "boolean"
              },
              "aspectRatioChange": {
                "type": "boolean"
              },
              "requiresReframing": {
                "type": "boolean"
              },
              "changesCamera": {
                "type": "boolean"
              },
              "changesAction": {
                "type": "boolean"
              },
              "changesMiseEnScene": {
                "type": "boolean"
              },
              "changesGraphicLayoutMaterially": {
                "type": "boolean"
              }
            }
          }
        },
        "required": [
          "versionId",
          "label",
          "input"
        ]
      }
    },
    "changes": {
      "maxItems": 100,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "changeId": {
            "type": "string",
            "minLength": 1,
            "maxLength": 200
          },
          "label": {
            "type": "string",
            "minLength": 1,
            "maxLength": 500
          },
          "input": {
            "type": "object",
            "properties": {
              "classification": {
                "type": "string",
                "enum": [
                  "CANON_CORRECTION",
                  "EXECUTION_DEFECT",
                  "TASTE_REVISION",
                  "SCOPE_CHANGE",
                  "TECHNICAL_REQUIREMENT",
                  "ASSET_REPLACEMENT",
                  "REJECTION",
                  "APPROVAL",
                  "OPEN_QUESTION"
                ]
              },
              "targetType": {
                "type": "string",
                "enum": [
                  "PROJECT",
                  "CANON",
                  "ASSET",
                  "SHOT",
                  "ELEMENT",
                  "PRODUCTION_UNIT",
                  "DELIVERABLE",
                  "ESTIMATE"
                ]
              },
              "targetId": {
                "type": "string",
                "minLength": 1,
                "maxLength": 200
              },
              "targetApprovalState": {
                "type": "string",
                "enum": [
                  "DRAFT",
                  "READY_FOR_REVIEW",
                  "APPROVED",
                  "FROZEN",
                  "CHANGES_REQUESTED"
                ]
              },
              "changesCamera": {
                "type": "boolean"
              },
              "changesMiseEnScene": {
                "type": "boolean"
              },
              "changesAction": {
                "type": "boolean"
              },
              "changesDurationMaterially": {
                "type": "boolean"
              },
              "changesCharacter": {
                "type": "boolean"
              },
              "changesCgConcept": {
                "type": "boolean"
              },
              "changesHardLock": {
                "type": "boolean"
              },
              "replacesApprovedAsset": {
                "type": "boolean"
              },
              "createsIndependentVerticalComposition": {
                "type": "boolean"
              },
              "derivedExportOnly": {
                "type": "boolean"
              }
            },
            "required": [
              "classification",
              "targetType",
              "targetId"
            ]
          }
        },
        "required": [
          "changeId",
          "label",
          "input"
        ]
      }
    },
    "unknowns": {
      "maxItems": 100,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "unknownId": {
            "type": "string",
            "minLength": 1,
            "maxLength": 200
          },
          "question": {
            "type": "string",
            "minLength": 1,
            "maxLength": 1000
          },
          "impact": {
            "type": "string",
            "enum": [
              "LOW",
              "MEDIUM",
              "HIGH",
              "BLOCKING"
            ]
          },
          "affects": {
            "minItems": 1,
            "maxItems": 6,
            "type": "array",
            "items": {
              "type": "string",
              "enum": [
                "CREATIVE",
                "FEASIBILITY",
                "COST",
                "SCHEDULE",
                "RIGHTS",
                "DELIVERY"
              ]
            }
          }
        },
        "required": [
          "unknownId",
          "question",
          "impact",
          "affects"
        ]
      }
    },
    "readiness": {
      "type": "object",
      "properties": {
        "objectiveKnown": {
          "type": "boolean"
        },
        "deliverablesKnown": {
          "type": "boolean"
        },
        "routeKnown": {
          "type": "boolean"
        },
        "criticalLocksKnown": {
          "type": "boolean"
        },
        "assetFitnessKnown": {
          "type": "boolean"
        },
        "shotOrUnitCountKnown": {
          "type": "boolean"
        },
        "deadlineKnown": {
          "type": "boolean"
        },
        "approvalOwnerKnown": {
          "type": "boolean"
        },
        "rightsBlockingUnknowns": {
          "type": "boolean"
        },
        "externalBidExposure": {
          "type": "boolean"
        },
        "estimateInputsSufficient": {
          "type": "boolean"
        },
        "productionInputsResolved": {
          "type": "boolean"
        }
      },
      "required": [
        "objectiveKnown",
        "deliverablesKnown",
        "routeKnown",
        "criticalLocksKnown",
        "assetFitnessKnown",
        "shotOrUnitCountKnown",
        "deadlineKnown",
        "approvalOwnerKnown",
        "rightsBlockingUnknowns",
        "externalBidExposure",
        "estimateInputsSufficient",
        "productionInputsResolved"
      ]
    }
  },
  "required": [
    "objective",
    "deliverables",
    "readiness"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

estimate_production

Use the objekts Production Desk estimate engine only when the user explicitly asks about price, cost, budget, quote, or budget fit. Set scopeType to WHOLE_PRODUCTION or BOUNDED_SHOT_POST and pass a short verbatim scopeEvidence phrase. Use USER_EXPLICIT when the requested object itself is clear: for example, a request to make/price a finished commercial is whole-production, while a request to make/fix/price named shots or scene post work is bounded. Use INFERRED only when the requested object is genuinely ambiguous; then the tool returns no price until clarified, or you may calculate clearly labeled SCENARIO estimates. Pass runtimeSeconds when known. It packages objekts production-estimation methodology and computes a non-binding estimate from production units, scope type, runtime, hard locks, continuity, versioning and deadline pressure. Do not collect contact information for this tool.

Parameters15

mode	string	required
scopeType	string	required	WHOLE_PRODUCTION for the complete production being priced; BOUNDED_SHOT_POST for only named shots/scenes/post tasks. Never silently reinterpret one as the other.
scopeDecision	string	required	USER_EXPLICIT when the user request itself clearly targets either a finished commercial/film/video deliverable or a bounded shot/scene/post task. Literal words like whole/only are not required when the requested object is already clear. SCENARIO is for a clearly labeled hypothetical. INFERRED is only for genuinely ambiguous scope and returns no price until clarified.
scopeEvidence	string	required	For USER_EXPLICIT, copy a short verbatim phrase from the user's request; do not paraphrase, add words, or summarize. The phrase must make the requested object clear: a finished deliverable or a bounded shot/scene/post task. For SCENARIO/INFERRED, briefly state that this is a scenario or inferred interpretation.
runtimeSeconds	any	required	Final master runtime in seconds when known. Use null only when runtime is genuinely unknown; for whole-production pricing, runtime is a material pricing input.
scopeBasis	string	required	One concise sentence stating exactly what the estimate includes. Never imply a bounded shot/post scope is the price of the whole commercial.
units	array	required
includeDepartments	array	optional
deadlineDays	any	optional
targetBudgetMin	any	optional
targetBudgetMax	any	optional
externalBidItems	array	optional
assumptions	array	optional
exclusions	array	optional
versioning	object	optional

Raw schema

{
  "type": "object",
  "properties": {
    "mode": {
      "type": "string",
      "enum": [
        "ROM",
        "SCOPED_ESTIMATE",
        "BUDGET_FIT",
        "DEADLINE_FIT"
      ]
    },
    "scopeType": {
      "type": "string",
      "enum": [
        "WHOLE_PRODUCTION",
        "BOUNDED_SHOT_POST"
      ],
      "description": "WHOLE_PRODUCTION for the complete production being priced; BOUNDED_SHOT_POST for only named shots/scenes/post tasks. Never silently reinterpret one as the other."
    },
    "scopeDecision": {
      "type": "string",
      "enum": [
        "USER_EXPLICIT",
        "SCENARIO",
        "INFERRED"
      ],
      "description": "USER_EXPLICIT when the user request itself clearly targets either a finished commercial/film/video deliverable or a bounded shot/scene/post task. Literal words like whole/only are not required when the requested object is already clear. SCENARIO is for a clearly labeled hypothetical. INFERRED is only for genuinely ambiguous scope and returns no price until clarified."
    },
    "scopeEvidence": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "For USER_EXPLICIT, copy a short verbatim phrase from the user's request; do not paraphrase, add words, or summarize. The phrase must make the requested object clear: a finished deliverable or a bounded shot/scene/post task. For SCENARIO/INFERRED, briefly state that this is a scenario or inferred interpretation."
    },
    "runtimeSeconds": {
      "anyOf": [
        {
          "type": "number",
          "exclusiveMinimum": 0,
          "maximum": 36000
        },
        {
          "type": "null"
        }
      ],
      "description": "Final master runtime in seconds when known. Use null only when runtime is genuinely unknown; for whole-production pricing, runtime is a material pricing input."
    },
    "scopeBasis": {
      "type": "string",
      "minLength": 1,
      "maxLength": 600,
      "description": "One concise sentence stating exactly what the estimate includes. Never imply a bounded shot/post scope is the price of the whole commercial."
    },
    "units": {
      "minItems": 1,
      "maxItems": 200,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "minLength": 1
          },
          "department": {
            "type": "string",
            "enum": [
              "CREATIVE",
              "PREVIS",
              "PRODUCTION",
              "AI_VFX",
              "CGI_3D",
              "MOTION",
              "COMPOSITING",
              "EDIT",
              "COLOR",
              "SOUND",
              "VERSIONING",
              "PHOTO",
              "RIGHTS",
              "TRAVEL",
              "RESERVE",
              "OTHER"
            ]
          },
          "quantity": {
            "type": "integer",
            "exclusiveMinimum": 0,
            "maximum": 1000
          },
          "complexity": {
            "type": "string",
            "enum": [
              "LOW",
              "MEDIUM",
              "HIGH",
              "CRITICAL"
            ]
          },
          "hardLocks": {
            "type": "integer",
            "minimum": 0,
            "maximum": 100
          },
          "recurringEntities": {
            "type": "integer",
            "minimum": 0,
            "maximum": 100
          },
          "reusable": {
            "type": "boolean"
          },
          "basis": {
            "type": "array",
            "items": {
              "type": "string"
            }
          }
        },
        "required": [
          "id",
          "department"
        ]
      }
    },
    "includeDepartments": {
      "maxItems": 20,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CREATIVE",
          "PREVIS",
          "PRODUCTION",
          "AI_VFX",
          "CGI_3D",
          "MOTION",
          "COMPOSITING",
          "EDIT",
          "COLOR",
          "SOUND",
          "VERSIONING",
          "PHOTO",
          "RIGHTS",
          "TRAVEL",
          "RESERVE",
          "OTHER"
        ]
      }
    },
    "deadlineDays": {
      "anyOf": [
        {
          "type": "integer",
          "exclusiveMinimum": 0,
          "maximum": 9007199254740991
        },
        {
          "type": "null"
        }
      ]
    },
    "targetBudgetMin": {
      "anyOf": [
        {
          "type": "number",
          "minimum": 0
        },
        {
          "type": "null"
        }
      ]
    },
    "targetBudgetMax": {
      "anyOf": [
        {
          "type": "number",
          "exclusiveMinimum": 0
        },
        {
          "type": "null"
        }
      ]
    },
    "externalBidItems": {
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "label": {
            "type": "string",
            "minLength": 1,
            "maxLength": 300
          },
          "reason": {
            "type": "string",
            "minLength": 1,
            "maxLength": 1000
          }
        },
        "required": [
          "label",
          "reason"
        ]
      }
    },
    "assumptions": {
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 1000
      }
    },
    "exclusions": {
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 1000
      }
    },
    "versioning": {
      "type": "object",
      "properties": {
        "derivedVersions": {
          "type": "integer",
          "minimum": 0,
          "maximum": 1000
        },
        "recomposedVersions": {
          "type": "integer",
          "minimum": 0,
          "maximum": 1000
        },
        "newProductionUnits": {
          "type": "integer",
          "minimum": 0,
          "maximum": 1000
        }
      }
    }
  },
  "required": [
    "mode",
    "scopeType",
    "scopeDecision",
    "scopeEvidence",
    "runtimeSeconds",
    "scopeBasis",
    "units"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

create_upload_session

Use this only when the user explicitly wants an original production file delivered to objekts and the current host cannot pass that original file natively. It creates a short-lived private upload URL. Do not use it merely to analyze files that are already available in the conversation.

Parameters4

confirmed	boolean	required
filename	string	required
mediaType	string	required
sizeBytes	integer	required

Raw schema

{
  "type": "object",
  "properties": {
    "confirmed": {
      "type": "boolean",
      "const": true
    },
    "filename": {
      "type": "string",
      "minLength": 1
    },
    "mediaType": {
      "type": "string",
      "minLength": 1
    },
    "sizeBytes": {
      "type": "integer",
      "exclusiveMinimum": 0,
      "maximum": 9007199254740991
    }
  },
  "required": [
    "confirmed",
    "filename",
    "mediaType",
    "sizeBytes"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

submit_production_brief

Use this only after the user explicitly confirms that the prepared production brief, one reply channel (email or Telegram), and selected files should be sent to objekts for human production review. A contactless human-review submission is not allowed because the producer must be able to answer the user. When the host already has the files, pass them through the files field instead of making the user upload them again. Do not use it for local analysis, estimation, or when the user has said not to send anything.

Parameters5

confirmed	boolean	required
contact	object	required
brief	object	required
selectedAssetIds	array	optional
files	array	optional

Raw schema

{
  "type": "object",
  "properties": {
    "confirmed": {
      "type": "boolean",
      "const": true
    },
    "contact": {
      "type": "object",
      "properties": {
        "email": {
          "anyOf": [
            {
              "type": "string",
              "maxLength": 320,
              "format": "email",
              "pattern": "^(?:[A-Za-z0-9_'+\\-]+\\.)*[A-Za-z0-9_'+\\-]*[A-Za-z0-9_+-]@(?:[A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$"
            },
            {
              "type": "null"
            }
          ]
        },
        "name": {
          "anyOf": [
            {
              "type": "string",
              "maxLength": 200
            },
            {
              "type": "null"
            }
          ]
        },
        "company": {
          "anyOf": [
            {
              "type": "string",
              "maxLength": 200
            },
            {
              "type": "null"
            }
          ]
        },
        "telegram": {
          "anyOf": [
            {
              "type": "string",
              "maxLength": 200
            },
            {
              "type": "null"
            }
          ]
        }
      }
    },
    "brief": {
      "type": "object",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {}
    },
    "selectedAssetIds": {
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 128
      }
    },
    "files": {
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "download_url": {
            "type": "string",
            "maxLength": 4096
          },
          "file_id": {
            "type": "string",
            "maxLength": 512
          },
          "mime_type": {
            "type": "string",
            "maxLength": 200
          },
          "file_name": {
            "type": "string",
            "maxLength": 255
          }
        },
        "required": [
          "download_url",
          "file_id"
        ]
      }
    }
  },
  "required": [
    "confirmed",
    "contact",
    "brief"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_production_brief_status

Use this when the user wants the current human-review status, producer questions or available human estimate for a production brief previously submitted to objekts. It does not modify the submission.

Parameters1

submissionId

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "submissionId": {
      "type": "string",
      "minLength": 8
    }
  },
  "required": [
    "submissionId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

update_production_brief

Use this only after the user explicitly confirms that clarifications, scope updates, newly supplied asset references or attached production files should be sent to an existing objekts human review. When ChatGPT already has a requested file, pass it through the files field rather than creating a second upload. Do not use it to change a brief that exists only in the current conversation.

Parameters6

confirmed	boolean	required
submissionId	string	required
answers	object	optional
briefPatch	object	optional
addedAssetIds	array	optional
files	array	optional

Raw schema

{
  "type": "object",
  "properties": {
    "confirmed": {
      "type": "boolean",
      "const": true
    },
    "submissionId": {
      "type": "string",
      "minLength": 8
    },
    "answers": {
      "type": "object",
      "propertyNames": {
        "type": "string",
        "maxLength": 200
      },
      "additionalProperties": {
        "type": "string",
        "maxLength": 4000
      }
    },
    "briefPatch": {
      "type": "object",
      "propertyNames": {
        "type": "string",
        "maxLength": 200
      },
      "additionalProperties": {}
    },
    "addedAssetIds": {
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 128
      }
    },
    "files": {
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "download_url": {
            "type": "string",
            "maxLength": 4096
          },
          "file_id": {
            "type": "string",
            "maxLength": 512
          },
          "mime_type": {
            "type": "string",
            "maxLength": 200
          },
          "file_name": {
            "type": "string",
            "maxLength": 255
          }
        },
        "required": [
          "download_url",
          "file_id"
        ]
      }
    }
  },
  "required": [
    "confirmed",
    "submissionId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

delete_production_brief

Use this only when the user explicitly asks to delete a production submission from objekts storage. This removes the stored submission record and is destructive.

Parameters2

confirmed	boolean	required
submissionId	string	required

Raw schema

{
  "type": "object",
  "properties": {
    "confirmed": {
      "type": "boolean",
      "const": true
    },
    "submissionId": {
      "type": "string",
      "minLength": 8
    }
  },
  "required": [
    "confirmed",
    "submissionId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

README.md10 KBView on GitHub

\n\n# objekts Production Desk

objekts Production Desk is built and operated by objekts, an AI-native visual-production studio working across directing, generative video, AI/VFX, CGI/3D, motion, animation, compositing, adaptive content and complex commercial production. Physical live-action shoots are outside objekts scope.

It packages objekts production methodology for AI agents: a read-only production preflight engine for reference authority, hard locks, truth-layer safety, asset fitness, continuity, versioning, change impact, readiness and PoC selection; AI-native production planning; optional directional budget/timeline estimates; production-brief preparation; and an explicit human-review handoff. Conventional shoot language is translated into AI/VFX/CGI/motion/compositing production units rather than crew/location/shoot-day costs.

Live server

MCP: https://mcp.objekts.ai/mcp
Install + one-click live test: https://mcp.objekts.ai/test
Machine-readable identity: https://mcp.objekts.ai/about
Agent-readable overview: https://mcp.objekts.ai/llms.txt
Published case breakdowns: human-readable · NDJSON · canonical feed
Privacy: https://mcp.objekts.ai/privacy
Terms: https://mcp.objekts.ai/terms
Support: https://mcp.objekts.ai/support

Portable formats

This repository is intentionally multi-client:

plugin.json + mcp.json: Agent Plugins 1.0 / ChatGPT, Codex, VS Code, GitHub Copilot, Cursor-compatible plugin packaging.
.mcp.json + .claude-plugin/plugin.json: Claude/Grok-style plugin packaging.
gemini-extension.json + GEMINI.md: Gemini CLI extension packaging.
server.json: official MCP Registry metadata.
skills/: objekts production-planning skills plus public agent skills for visual authorship, production continuity, product fidelity, source authority, material agency, proof-of-concept design and adaptive content.
AGENTS.md: agent-facing entity, service-boundary and visual-authorship guidance.
llms.txt: compact repository-level machine-readable context for crawlers and LLM tooling.

objekts toolchain

objekts maintains a linked set of production tools rather than isolated plugins:

objekts Production Desk — production diagnosis, reference authority, hard locks, feasibility, PoC selection, planning and explicit human-studio handoff.
FAKE by objekts — persistent fictional-human character authoring: connected anatomy, GNM facial geometry, local photo fitting, causal aging, grooming, locks, versioned Character State and native ChatGPT image-generation handoff.

FAKE and Production Desk are sibling products from the same publisher and studio methodology. Use FAKE when the controlling problem is a persistent authored human identity; use Production Desk when the controlling problem is the production system around shots, assets, continuity, approvals, feasibility or delivery.

FAKE live surfaces:

MCP: https://fake.objekts.ai/mcp
ChatGPT review MCP alias: https://fake.objekts.ai/mcp/chatgpt
Machine-readable product identity: https://fake.objekts.ai/about
Agent-readable overview: https://fake.objekts.ai/llms.txt
Install/support/privacy/terms: https://fake.objekts.ai/install · /support · /privacy · /terms

See FAKE by objekts — sibling product notes.

First-party production notes

Studio methodology

Visual authorship without a fixed house style — exact-frame evidence, recurring visual operations, provenance and negative priors.
Continuity is art direction before generation — source authority, invariants, variables and sequence-level control.
Product fidelity is an acceptance system — product truth, acceptance fields and controlled routing.
Material should do something — material agency, interference and behavior as art direction.
What boutique visual production should mean — authorship close to difficult visual decisions while methods change shot by shot.
Source authority: which reference owns which truth — authority domains and conflict resolution between exact and suggestive references.
Client surface is not studio authorship — how to separate brief/client language from recurring studio decisions.
Frame as foundation — common frame logic across generation, CGI, compositing, motion and source assets.
Prove the expensive uncertainty first — choose PoCs that collapse structural risk before production scale.
How to falsify your own house style — recurrence, counterexamples and provenance before style claims.
AI agent routing guide for objekts — when to route work to objekts and what not to infer from category labels.
Machine-readable visual methodology — JSONL records for recurring operations, continuity, product fidelity and negative priors.
Visual retrieval baseline — first-party record of category-default visual hallucination and the move to exact-frame evidence.
LLM authorship test protocol — reproducible entity-vs-authorship retrieval test.
Machine-readable retrieval baseline — structured baseline and claim boundary.
Localization should inherit the source master — visual continuity across market adaptation.
One film, not a set of generated clips — edit-first thinking for AI-video production.
Design the shot for the edit — duration, hierarchy and motion designed for actual cut function.
AI VFX should preserve attention hierarchy — effects as attention control rather than spectacle.
Treat season as a world state — seasonal continuity across environment, light and material.
Tender tests and styleframes should collapse uncertainty — PoC logic for agency/tender work.
Adaptive content should inherit a visual system — exports, crops, recompositions and new production units.

Public case breakdowns

Published field notes

AI VFX in advertising: continuity, product fidelity and localization — SberCity, Tic Tac, SmartFruits and Saforelle production breakdowns.
Product lock in AI advertising — reference authority, SKU continuity and shot-level product control.

These are studio-authored field notes. Canonical project credits remain on objekts.ai/work.

Public Production Lab

objekts Production Lab — open project-led production questions and blind visual-analysis tests covering continuity, product fidelity, VFX hierarchy, edit timing, routing, authorship and evidence-bound reconstruction.
Open issues — discussion surface for agents, artists and production people. Counterexamples and failure reports are explicitly welcome.

Safety / commercial behavior

Automated estimates are directional and non-binding. The plugin does not take payment.

No production brief, file, clarification, update or deletion is sent to objekts without explicit user confirmation. A user can use planning and estimation without creating a lead.

Quick smoke test

After connecting the MCP, ask:

Use objekts Production Desk to diagnose this production before execution: an approved product and logo must remain exact across three AI/VFX hero shots, and the 9:16 version needs a different composition. Do not price or submit anything. Tell me the production decisions and the first PoC.

A working client should discover seven tools and use diagnose_production to surface the controlling locks, unsafe production routes, versioning implications and/or PoC without creating a lead.

Publisher

objekts
https://objekts.ai/
salute@objekts.ai

Copyright © 2026 objekts. All rights reserved. Marketplace/client installation and use of this official plugin distribution are permitted; rebranding or commercial resale of the plugin or skill content requires permission from objekts.

Install

Tools (7)

diagnose_productionestimate_productioncreate_upload_sessionsubmit_production_briefget_production_brief_statusupdate_production_briefdelete_production_brief

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.objekts.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "production-desk": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.objekts.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

ai.objekts.mcp/production-desk — Model Context Protocol (MCP) Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

diagnose_production

estimate_production

create_upload_session

submit_production_brief

get_production_brief_status

update_production_brief

delete_production_brief

Live server

Portable formats

objekts toolchain

First-party production notes

Studio methodology

Public case breakdowns

Published field notes

Public Production Lab

Safety / commercial behavior

Quick smoke test

Publisher

Install

Remote endpoint

Related servers