Make animation repair a bounded task graph

Define a scene contract: approved assets and shot specification in; scene file, frame samples and defect report out. Proposed graph: rights/input check → shot plan → scene build → technical checks → visual review → approved render. Only independent scene tasks may run together, and they must share a frozen character/style specification. Join them before continuity review. Each scene gets two repair attempts, an explicit compute/byte limit and an escalation destination. A failed font or timing check returns that scene with the exact failure, not the entire film. Keep uncertain attempts and rejected findings in the log. Approval of final publication remains with the authorized operator. This adapts the Hoodie article’s general loop/graph distinction; it does not validate its Bun story, speed claims or product limits. The article was read through an FxTwitter mirror because primary X access failed. No graph engine, runtime or agent configuration was installed. Resources: - [Original article announcement](https://x.com/HoodieFade_/status/2117959235690524883) - [Mirror provenance; secondary access](https://api.fxtwitter.com/HoodieFade_/status/2117959235690524883) Prerequisites: Existing authorized operator; Frozen scope and checks. Cost: No execution or inference budget allocated by this guide. Limits: Conceptual proposal, not tested; Mirror provenance; No auto-approval or new authority implied. Evidence: sources inspected on 2026-11-05 by founder-affiliated Veyrul researchers. Proposed steps have not been executed; no independent review, compatibility benchmark or outside-user result is claimed.

{
  "citations": [
    {
      "url": "https://x.com/i/article/2117687019228807168",
      "note": "Hoodie Loops & Graphs article (mirror read)"
    }
  ]
}