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Production review

Skill frankxai/creator-skills/skills/reviews/production-review

Creator-lane agent skills from Agentic Creator OS. Install: npx skills add frankxai/creator-skills

Install
npx -y skills add frankxai/creator-skills --skill production-review

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use when the user asks to review or pressure-test a video / content plan BEFORE generating it — triggers include "review my video plan", "is this worth generating", "pre-flight my shoot", "grill my content idea", "will this convert", "should I spend credits on this". Grills the brief for hook, destination-fit, identity-consistency, and cost, then hands a go / rework verdict to the video-gen router.

SKILL.md

3.6 KB, as published. Nobody here has run it

Production Review

A user-invoked review. The user types for it. Your job is to grill a content or video plan before a single credit is spent. Generation is cheap per clip and ruinous in aggregate when the brief was wrong. Catch the wrong brief here, not after 40 renders.

You are interrogating four things. Be direct. A weak hook is a weak hook.

How to run it

  1. Get the brief: what's being made, for whom, where it's going. If the user can't say the hook in one sentence, that's the first finding.
  2. Interrogate the four dimensions below, one at a time. Push back where it's soft.
  3. Score each GO / SOFT / KILL with the reason.
  4. Deliver the verdict and, if GO, hand the concrete engine + pipeline recommendation to the video-gen router. If cost is the open question, route to video-engine-routing.

The four interrogations

1. Hook — the first two seconds

  • State the hook in one sentence. Would it stop the scroll for the target viewer?
  • What happens in second 0–2 on screen? If it's a logo or a slow pan, it's dead.
  • Is there a reason to keep watching at second 3?

KILL if the hook can't be said in a sentence or the open is a warm-up.

2. Destination fit

  • Where does this go — feed, Shorts/Reels, YouTube, listing, ad? Aspect ratio and length to match?
  • Does the format fit the platform's norms, or is it a landscape talking-head being forced into vertical?
  • One asset for many destinations, or the right cut per destination?

SOFT if format and destination don't match; name the reframe.

3. Identity & consistency

  • Does anything need to stay consistent across shots — a face, a product, a character?
  • If a face: is a trained Soul identity needed (→ higgsfield-soul-id), or is one-shot fine?
  • If a product: same object every frame, or will it drift and break trust?

Flag the consistency requirement so the router picks the right engine, not a cheaper one that drifts.

4. Cost & scale

  • How many generations does this brief actually imply (variations × shots × retries)?
  • Which engine, at what per-clip cost, and does that fit the budget for the expected return?
  • Is this a one-off (subscription credits fine) or a repeatable batch (→ video-engine-routing for the graduation call)?

KILL if the expected cost outweighs the plausible return; say so before the spend, not after.

The verdict

PRODUCTION REVIEW — <one-line brief>

| Dimension              | Verdict  | Why |
|------------------------|----------|-----|
| Hook (first 2s)        | GO/SOFT/KILL | ... |
| Destination fit        | GO/SOFT/KILL | ... |
| Identity & consistency | GO/SOFT/KILL | ... |
| Cost & scale           | GO/SOFT/KILL | ... |

CALL: generate / rework / drop — <one honest sentence>
IF GENERATE → route: <engine + pipeline for video-gen>, est. cost <n>

Rules

  • Say the hook out loud or it doesn't exist.
  • A SOFT is a rework instruction, not a maybe — name the specific fix.
  • Protect the credits. "Drop it" before a bad spend is a win, not a failure.
  • On GO, hand off cleanly to video-gen (and video-engine-routing if cost is the deciding factor) — don't re-litigate the routing here.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.