# Bria Fibo edit image to image

Takes guidance scale, original vgl, new vgl and more, all optional. Served by fal.ai.

Fibo Edit, served by fal.ai. $0.04 per images One submitted item is offered per call; the exact receipt determines the final charge. Asynchronous: returns a request_id; poll fal/status and fetch fal/result with model "bria/fibo-edit" and that request_id. The exact endpoint/request billing receipt is required before settlement.

- Tool ID: `fal/bria-fibo-edit-edit`
- Name in the catalog: Fibo Edit, image to image
- Provider: [fal.ai](/providers/fal.md)
- Capability: [AI image generation](/tools/image-generation.md)
- Price: $0.04 per call
- Authentication: an authorised Agentik workspace is required for execution, including zero-price tools.

## Pricing contract

The provider’s price, with no markup. Billed for measured usage.


```json
{
  "model": "per_call",
  "amountUsd": 0.04
}
```

Pricing source: [https://fal.ai/models/bria/fibo-edit/edit/llms.txt](https://fal.ai/models/bria/fibo-edit/edit/llms.txt). $0.04 per images One submitted item is offered per call; the exact receipt determines the final charge..

Price verification date: 2026-11-03.

## Complete input schema


```json
{
  "type": "object",
  "properties": {
    "guidance_scale": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "integer"
        }
      ],
      "title": "Guidance Scale",
      "ge": 3,
      "le": 5,
      "default": 5,
      "description": "Guidance scale for text."
    },
    "original_vgl": {
      "anyOf": [
        {
          "x-fal-order-properties": [
            "short_description",
            "objects",
            "background_setting",
            "lighting",
            "aesthetics",
            "photographic_characteristics",
            "style_medium",
            "text_render",
            "context",
            "artistic_style",
            "edit_instruction"
          ],
          "title": "Vgl",
          "properties": {
            "edit_instruction": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Edit Instruction",
              "description": "The edit instruction for the image."
            },
            "background_setting": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Background Setting",
              "description": "The background setting of the image to be generated."
            },
            "artistic_style": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Artistic Style",
              "description": "The artistic style of the image to be generated."
            },
            "aesthetics": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "composition",
                    "color_scheme",
                    "mood_atmosphere",
                    "preference_score",
                    "aesthetic_score"
                  ],
                  "title": "Aesthetics",
                  "properties": {
                    "color_scheme": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Color Scheme",
                      "description": "The color scheme of the image to be generated."
                    },
                    "mood_atmosphere": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Mood Atmosphere",
                      "description": "The mood and atmosphere of the image to be generated."
                    },
                    "preference_score": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Preference Score",
                      "description": "The preference score of the image to be generated."
                    },
                    "aesthetic_score": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Aesthetic Score",
                      "description": "The aesthetic score of the image to be generated."
                    },
                    "composition": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Composition",
                      "description": "The composition of the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The aesthetics of the image to be generated."
            },
            "text_render": {
              "anyOf": [
                {
                  "items": {},
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Text Render",
              "default": [],
              "description": "A list of text to be rendered in the image."
            },
            "objects": {
              "anyOf": [
                {
                  "items": {
                    "x-fal-order-properties": [
                      "description",
                      "location",
                      "relationship",
                      "relative_size",
                      "shape_and_color",
                      "texture",
                      "appearance_details",
                      "number_of_objects",
                      "pose",
                      "expression",
                      "clothing",
                      "action",
                      "gender",
                      "skin_tone_and_texture",
                      "orientation"
                    ],
                    "required": [
                      "relationship"
                    ],
                    "properties": {
                      "clothing": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Clothing",
                        "description": "The clothing of the object in the image."
                      },
                      "shape_and_color": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Shape And Color",
                        "description": "The shape and color of the object."
                      },
                      "appearance_details": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Appearance Details",
                        "description": "The appearance details of the object."
                      },
                      "description": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Description",
                        "description": "A description of the object to be generated."
                      },
                      "expression": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Expression",
                        "description": "The expression of the object in the image."
                      },
                      "action": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Action",
                        "description": "The action of the object in the image."
                      },
                      "pose": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Pose",
                        "description": "The pose of the object in the image."
                      },
                      "orientation": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Orientation",
                        "description": "The orientation of the object in the image."
                      },
                      "relative_size": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Relative Size",
                        "description": "The relative size of the object in the image."
                      },
                      "gender": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Gender",
                        "description": "The gender of the object in the image."
                      },
                      "number_of_objects": {
                        "anyOf": [
                          {
                            "type": "integer"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Number Of Objects",
                        "description": "The number of objects in the image."
                      },
                      "skin_tone_and_texture": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Skin Tone And Texture",
                        "description": "The skin tone and texture of the object in the image."
                      },
                      "texture": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Texture",
                        "description": "The texture of the object."
                      },
                      "relationship": {
                        "title": "Relationship",
                        "type": "string",
                        "description": "The relationship of the object to other objects in the image."
                      },
                      "location": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Location",
                        "description": "The location of the object in the image."
                      }
                    },
                    "title": "PromptObject",
                    "type": "object"
                  },
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Objects",
              "default": [],
              "description": "A list of objects in the image to be generated, along with their attributes and relationships to other objects in the image."
            },
            "photographic_characteristics": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "depth_of_field",
                    "focus",
                    "camera_angle",
                    "lens_focal_length"
                  ],
                  "title": "PhotographicCharacteristics",
                  "properties": {
                    "lens_focal_length": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Lens Focal Length",
                      "description": "The focal length of the lens in the image to be generated."
                    },
                    "focus": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Focus",
                      "description": "The focus in the image to be generated."
                    },
                    "depth_of_field": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Depth Of Field",
                      "description": "The depth of field in the image to be generated."
                    },
                    "camera_angle": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Camera Angle",
                      "description": "The angle of the camera in the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The photographic characteristics of the image to be generated."
            },
            "lighting": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "conditions",
                    "direction",
                    "shadows"
                  ],
                  "title": "Lighting",
                  "properties": {
                    "direction": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Direction",
                      "description": "The direction of the lighting in the image to be generated."
                    },
                    "shadows": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Shadows",
                      "description": "The shadows in the image to be generated."
                    },
                    "conditions": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Conditions",
                      "description": "The conditions of the lighting in the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The lighting of the image to be generated."
            },
            "style_medium": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Style Medium",
              "description": "The style medium of the image to be generated."
            },
            "context": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Context",
              "description": "The context of the image to be generated."
            },
            "short_description": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Short Description",
              "description": "A short description of the image to be generated."
            }
          },
          "type": "object"
        },
        {
          "type": "null"
        }
      ],
      "description": "The VGL of the image as it is now. With `new_vgl`, edits by the difference between the two."
    },
    "new_vgl": {
      "anyOf": [
        {
          "x-fal-order-properties": [
            "short_description",
            "objects",
            "background_setting",
            "lighting",
            "aesthetics",
            "photographic_characteristics",
            "style_medium",
            "text_render",
            "context",
            "artistic_style",
            "edit_instruction"
          ],
          "title": "Vgl",
          "properties": {
            "edit_instruction": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Edit Instruction",
              "description": "The edit instruction for the image."
            },
            "background_setting": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Background Setting",
              "description": "The background setting of the image to be generated."
            },
            "artistic_style": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Artistic Style",
              "description": "The artistic style of the image to be generated."
            },
            "aesthetics": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "composition",
                    "color_scheme",
                    "mood_atmosphere",
                    "preference_score",
                    "aesthetic_score"
                  ],
                  "title": "Aesthetics",
                  "properties": {
                    "color_scheme": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Color Scheme",
                      "description": "The color scheme of the image to be generated."
                    },
                    "mood_atmosphere": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Mood Atmosphere",
                      "description": "The mood and atmosphere of the image to be generated."
                    },
                    "preference_score": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Preference Score",
                      "description": "The preference score of the image to be generated."
                    },
                    "aesthetic_score": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Aesthetic Score",
                      "description": "The aesthetic score of the image to be generated."
                    },
                    "composition": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Composition",
                      "description": "The composition of the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The aesthetics of the image to be generated."
            },
            "text_render": {
              "anyOf": [
                {
                  "items": {},
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Text Render",
              "default": [],
              "description": "A list of text to be rendered in the image."
            },
            "objects": {
              "anyOf": [
                {
                  "items": {
                    "x-fal-order-properties": [
                      "description",
                      "location",
                      "relationship",
                      "relative_size",
                      "shape_and_color",
                      "texture",
                      "appearance_details",
                      "number_of_objects",
                      "pose",
                      "expression",
                      "clothing",
                      "action",
                      "gender",
                      "skin_tone_and_texture",
                      "orientation"
                    ],
                    "required": [
                      "relationship"
                    ],
                    "properties": {
                      "clothing": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Clothing",
                        "description": "The clothing of the object in the image."
                      },
                      "shape_and_color": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Shape And Color",
                        "description": "The shape and color of the object."
                      },
                      "appearance_details": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Appearance Details",
                        "description": "The appearance details of the object."
                      },
                      "description": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Description",
                        "description": "A description of the object to be generated."
                      },
                      "expression": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Expression",
                        "description": "The expression of the object in the image."
                      },
                      "action": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Action",
                        "description": "The action of the object in the image."
                      },
                      "pose": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Pose",
                        "description": "The pose of the object in the image."
                      },
                      "orientation": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Orientation",
                        "description": "The orientation of the object in the image."
                      },
                      "relative_size": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Relative Size",
                        "description": "The relative size of the object in the image."
                      },
                      "gender": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Gender",
                        "description": "The gender of the object in the image."
                      },
                      "number_of_objects": {
                        "anyOf": [
                          {
                            "type": "integer"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Number Of Objects",
                        "description": "The number of objects in the image."
                      },
                      "skin_tone_and_texture": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Skin Tone And Texture",
                        "description": "The skin tone and texture of the object in the image."
                      },
                      "texture": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Texture",
                        "description": "The texture of the object."
                      },
                      "relationship": {
                        "title": "Relationship",
                        "type": "string",
                        "description": "The relationship of the object to other objects in the image."
                      },
                      "location": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Location",
                        "description": "The location of the object in the image."
                      }
                    },
                    "title": "PromptObject",
                    "type": "object"
                  },
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Objects",
              "default": [],
              "description": "A list of objects in the image to be generated, along with their attributes and relationships to other objects in the image."
            },
            "photographic_characteristics": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "depth_of_field",
                    "focus",
                    "camera_angle",
                    "lens_focal_length"
                  ],
                  "title": "PhotographicCharacteristics",
                  "properties": {
                    "lens_focal_length": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Lens Focal Length",
                      "description": "The focal length of the lens in the image to be generated."
                    },
                    "focus": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Focus",
                      "description": "The focus in the image to be generated."
                    },
                    "depth_of_field": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Depth Of Field",
                      "description": "The depth of field in the image to be generated."
                    },
                    "camera_angle": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Camera Angle",
                      "description": "The angle of the camera in the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The photographic characteristics of the image to be generated."
            },
            "lighting": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "conditions",
                    "direction",
                    "shadows"
                  ],
                  "title": "Lighting",
                  "properties": {
                    "direction": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Direction",
                      "description": "The direction of the lighting in the image to be generated."
                    },
                    "shadows": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Shadows",
                      "description": "The shadows in the image to be generated."
                    },
                    "conditions": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Conditions",
                      "description": "The conditions of the lighting in the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The lighting of the image to be generated."
            },
            "style_medium": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Style Medium",
              "description": "The style medium of the image to be generated."
            },
            "context": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Context",
              "description": "The context of the image to be generated."
            },
            "short_description": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Short Description",
              "description": "A short description of the image to be generated."
            }
          },
          "type": "object"
        },
        {
          "type": "null"
        }
      ],
      "description": "The VGL of the image as it should end up. Requires `original_vgl`."
    },
    "vgl": {
      "anyOf": [
        {
          "x-fal-order-properties": [
            "short_description",
            "objects",
            "background_setting",
            "lighting",
            "aesthetics",
            "photographic_characteristics",
            "style_medium",
            "text_render",
            "context",
            "artistic_style",
            "edit_instruction"
          ],
          "title": "Vgl",
          "properties": {
            "edit_instruction": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Edit Instruction",
              "description": "The edit instruction for the image."
            },
            "background_setting": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Background Setting",
              "description": "The background setting of the image to be generated."
            },
            "artistic_style": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Artistic Style",
              "description": "The artistic style of the image to be generated."
            },
            "aesthetics": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "composition",
                    "color_scheme",
                    "mood_atmosphere",
                    "preference_score",
                    "aesthetic_score"
                  ],
                  "title": "Aesthetics",
                  "properties": {
                    "color_scheme": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Color Scheme",
                      "description": "The color scheme of the image to be generated."
                    },
                    "mood_atmosphere": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Mood Atmosphere",
                      "description": "The mood and atmosphere of the image to be generated."
                    },
                    "preference_score": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Preference Score",
                      "description": "The preference score of the image to be generated."
                    },
                    "aesthetic_score": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Aesthetic Score",
                      "description": "The aesthetic score of the image to be generated."
                    },
                    "composition": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Composition",
                      "description": "The composition of the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The aesthetics of the image to be generated."
            },
            "text_render": {
              "anyOf": [
                {
                  "items": {},
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Text Render",
              "default": [],
              "description": "A list of text to be rendered in the image."
            },
            "objects": {
              "anyOf": [
                {
                  "items": {
                    "x-fal-order-properties": [
                      "description",
                      "location",
                      "relationship",
                      "relative_size",
                      "shape_and_color",
                      "texture",
                      "appearance_details",
                      "number_of_objects",
                      "pose",
                      "expression",
                      "clothing",
                      "action",
                      "gender",
                      "skin_tone_and_texture",
                      "orientation"
                    ],
                    "required": [
                      "relationship"
                    ],
                    "properties": {
                      "clothing": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Clothing",
                        "description": "The clothing of the object in the image."
                      },
                      "shape_and_color": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Shape And Color",
                        "description": "The shape and color of the object."
                      },
                      "appearance_details": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Appearance Details",
                        "description": "The appearance details of the object."
                      },
                      "description": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Description",
                        "description": "A description of the object to be generated."
                      },
                      "expression": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Expression",
                        "description": "The expression of the object in the image."
                      },
                      "action": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Action",
                        "description": "The action of the object in the image."
                      },
                      "pose": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Pose",
                        "description": "The pose of the object in the image."
                      },
                      "orientation": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Orientation",
                        "description": "The orientation of the object in the image."
                      },
                      "relative_size": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Relative Size",
                        "description": "The relative size of the object in the image."
                      },
                      "gender": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Gender",
                        "description": "The gender of the object in the image."
                      },
                      "number_of_objects": {
                        "anyOf": [
                          {
                            "type": "integer"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Number Of Objects",
                        "description": "The number of objects in the image."
                      },
                      "skin_tone_and_texture": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Skin Tone And Texture",
                        "description": "The skin tone and texture of the object in the image."
                      },
                      "texture": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Texture",
                        "description": "The texture of the object."
                      },
                      "relationship": {
                        "title": "Relationship",
                        "type": "string",
                        "description": "The relationship of the object to other objects in the image."
                      },
                      "location": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Location",
                        "description": "The location of the object in the image."
                      }
                    },
                    "title": "PromptObject",
                    "type": "object"
                  },
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Objects",
              "default": [],
              "description": "A list of objects in the image to be generated, along with their attributes and relationships to other objects in the image."
            },
            "photographic_characteristics": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "depth_of_field",
                    "focus",
                    "camera_angle",
                    "lens_focal_length"
                  ],
                  "title": "PhotographicCharacteristics",
                  "properties": {
                    "lens_focal_length": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Lens Focal Length",
                      "description": "The focal length of the lens in the image to be generated."
                    },
                    "focus": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Focus",
                      "description": "The focus in the image to be generated."
                    },
                    "depth_of_field": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Depth Of Field",
                      "description": "The depth of field in the image to be generated."
                    },
                    "camera_angle": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Camera Angle",
                      "description": "The angle of the camera in the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The photographic characteristics of the image to be generated."
            },
            "lighting": {
              "anyOf": [
                {
                  "x-fal-order-properties": [
                    "conditions",
                    "direction",
                    "shadows"
                  ],
                  "title": "Lighting",
                  "properties": {
                    "direction": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Direction",
                      "description": "The direction of the lighting in the image to be generated."
                    },
                    "shadows": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Shadows",
                      "description": "The shadows in the image to be generated."
                    },
                    "conditions": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "title": "Conditions",
                      "description": "The conditions of the lighting in the image to be generated."
                    }
                  },
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ],
              "description": "The lighting of the image to be generated."
            },
            "style_medium": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Style Medium",
              "description": "The style medium of the image to be generated."
            },
            "context": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Context",
              "description": "The context of the image to be generated."
            },
            "short_description": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Short Description",
              "description": "A short description of the image to be generated."
            }
          },
          "type": "object"
        },
        {
          "type": "null"
        }
      ],
      "description": "A pre-built VGL document, edited from verbatim instead of building one from `instruction`. Send this or `instruction`, not both."
    },
    "mask_url": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Mask Url",
      "description": "Mask image (file or URL). Optional"
    },
    "steps_num": {
      "title": "Steps Num",
      "default": 30,
      "maximum": 50,
      "type": "integer",
      "minimum": 20,
      "description": "Number of inference steps."
    },
    "instruction": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Instruction",
      "description": "Instruction for image editing."
    },
    "seed": {
      "title": "Seed",
      "type": "integer",
      "default": 5555,
      "description": "Random seed for reproducibility."
    },
    "image_url": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Image Url",
      "description": "Reference image (file or URL)."
    },
    "negative_prompt": {
      "title": "Negative Prompt",
      "type": "string",
      "default": "",
      "description": "Negative prompt for image generation."
    }
  },
  "additionalProperties": false,
  "required": []
}
```

## Published example

This is the provider tool’s published example. Replace example values with the user’s requested inputs, respecting the schema; do not execute an example merely to test a connection.


```json
{
  "tool_id": "fal/bria-fibo-edit-edit",
  "input": {
    "guidance_scale": 5,
    "steps_num": 30,
    "seed": 5555,
    "negative_prompt": ""
  }
}
```

## Execute and retrieve

Inspect again before execution, explain the price and obtain the required authority. Use MCP run_tool or POST /v1/run with this tool ID, valid input and an idempotency key. Save the returned run ID and follow the actual state. If Agentik answers that the tool is temporarily unavailable, do not retry it blindly; use discovery to propose an alternative.

This tool uses deferred settlement. Follow its returned task/run instructions; preserve the existing reservation until the result is reconciled.

A partial or uncertain result can still have consumed provider resources. Consult [billing](/docs/billing.md), [idempotency](/docs/idempotency.md) and [asynchronous results](/docs/async.md).

[Provider documentation](https://fal.ai/models/bria/fibo-edit/edit)

[REST inspection](https://api.agentik.cc/v1/tools/fal/bria-fibo-edit-edit) · [OpenAPI](/openapi.json) · [Connection guide](/connect.md)

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[HTML page](/providers/fal/bria-fibo-edit-edit) · [Agent index](/llms.txt)