Directing AI Agents: Briefs, Checkpoints, and Review Loops
Agents multiply whatever you give them — clarity or fog. Structure work as a brief, a decomposition, staged checkpoints, and binary acceptance tests.
Our agent page produces a complete game trailer — eight shots, score, review pass — from a single brief. It works because the brief is unambiguous, not because the agent is smart. Agents multiply whatever you hand them: clarity or fog. This guide is the directing manual for handing them clarity.
Brief like a director, not a typist
- Goal — what exists when the work is done ("a 40s trailer, 16:9, four factions").
- Constraints — duration, ratios, tone, banned elements ("no narrator").
- Deliverable format — clips at five seconds each, a music track, a final assembly.
- References attached — character sheets, location plates, style boards.
- Definition of done — how anyone can tell it succeeded without asking you.
Decompose before delegating
- 01Outline the beats of the piece.
- 02Assign each beat an artifact type — shot, song, still, edit.
- 03Give each item acceptance criteria ("shot ends on settle", "faction colors readable").
- 04Hand the agent the whole plan. Independent items run in parallel; dependent ones stay ordered.
The chess trailer brief works shot by shot: each SHOT line carries duration, subject, camera move, dialogue, and ratio. Nothing is left for the agent to negotiate mid-run.
Checkpoints beat hope
Review after each stage — script, then boards, then shots, then edit. Fixing a wrong beat at script stage costs a sentence; after render it costs credits. Sample agent output against your anchors the same way you audit persona drift: does the character match the sheet? Does the scene match the plates?
Give agents memory
- Shared asset paths — sheets, plates, bibles — quoted verbatim into briefs.
- Naming conventions and version numbers on everything.
- Forbid paraphrasing descriptor blocks; quote them like constants.
Failure patterns to watch
- Scope creep — unrequested polish added mid-run. Cap variants; demand selection against criteria.
- Late-chain degradation — re-anchor long pipelines to sheets and plates periodically.
- Conflicting instructions — resolve contradictions in the brief before launch, not during.
- Over-generation — thirty variants is not exploration, it is avoidance of selection.
Per deliverable: Would I publish this? Does the character match the sheet? Does the shot end on a settle? Yes/no answers catch most failures; "looks fine" catches none.
Put the workflow to work.
The Studio has the reference editing, relighting, and batch tools these guides assume.