objekts Production Desk

Name: objekts Production Desk
Author: peach420fuzz

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

peach420fuzz0 stars0 forksDesign & UX

View source

Install

mcp_config.json

{
  "mcpServers": {
    "ai-objekts-mcp-production-desk": {
      "url": "https://mcp.objekts.ai/mcp",
      "type": "streamable-http"
    }
  }
}

Documentation

\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.

Sourced from the repository README.

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