agentleFS
gomarble-aigomarble-ai/marketing-agent/skills/ad-brief-generator/SKILL.md

ad-brief-generator

Skill15 starsChanged 37 days agoMITView on GitHub

Turn ranked creative directions (from winning-pattern-synthesis, or any selected evidence-backed angle/hook) into shoot-ready UGC/creator briefs — hook line, shot list, VO/copy direction, and CTA. Use whenever the user asks for a creator brief, script, shot list, or says a direction is ready to hand off for production. This is the final production-facing output of the winning-ads pack.

The file

We split this skill into the rules it gives an agent

4 rules. About 0 are common, 3 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈3

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    If the format template the user wants isn't established in this conversation, ask once before generating — don't guess a template structure …

    line 23
  2. Distinctive:

    Don't generate a single brief in isolation — generate the brief plus 2-3 named variation directions per the standard test order:

    line 53
  3. Very specific:

    Never fabricate a specific claim, stat, or testimonial in the copy — placeholder clearly ([insert verified stat]) rather than inventing one.

    line 87
  4. Distinctive:

    Keep briefs specific enough to shoot from — "make it relatable" is not a brief.

    line 89

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Ad Brief Generator

Converts a validated creative direction into a brief a creator or editor can shoot from directly — no further interpretation needed on their end.

When to use this skill

  • "Turn this into a brief"
  • "Write the script/shot list for [direction]"
  • The final step after winning-pattern-synthesis has ranked directions, or directly off a single hook from creative-psychology-hooks

Inputs needed

  • The direction: angle, hook, mechanism (from synthesis or psychology skill output)
  • Format: UGC talking-head, B-roll+VO, static image, carousel
  • Any brand-specific constraints: tone, banned claims/words, required disclaimers, existing creator relationships
  • Length target (15s, 30s, static, etc.) if the platform/placement is known

If the format template the user wants isn't established in this conversation, ask once before generating — don't guess a template structure only to redo it.

Brief Structure

Header

  • Direction name / angle
  • Source: cross-source overlap / competitor-backed test gap / own-only market whitespace / cold psychology hook (carry this through from synthesis — production should know the confidence level)
  • Format + target length

Hook (0–3s)

  • Exact line or visual direction, not a vague description
  • Delivery note (tone, pacing, on-camera vs voiceover, text overlay if any)

Body

  • Beat-by-beat shot list for video (what's shown, what's said, timing)
  • For static/carousel: panel-by-panel breakdown
  • Explicitly carry forward what own-creative-diagnosis flagged as strong in the analysis window (e.g. "keep hook, change pacing after 3s" scenarios) if this brief is a variation of an existing strong performer rather than a fresh concept

CTA

  • Exact line
  • Visual treatment (on-screen text, verbal, both)
  • Any urgency/scarcity element if the diagnosis called for stronger CTA

Copy (for the ad unit itself, separate from video VO)

  • Primary text
  • Headline
  • Any compliance/disclaimer requirements

Variation Set

Don't generate a single brief in isolation — generate the brief plus 2-3 named variation directions per the standard test order:

  1. Copy variation (same angle, different words)
  2. Angle variation (different selling point, same format)
  3. Hook variation (same body, different opener) — pull alternates straight from creative-psychology-hooks output if available

Output Format

### Creative Brief: [Direction Name]

Source: [cross-source overlap / competitor-backed test gap / own-only market whitespace / cold ideation]
Format: [UGC / B-roll+VO / static / carousel] · Length: [target]

HOOK (0-3s)
[Line + delivery direction]

BODY
[Beat/shot list or panel breakdown]

CTA
[Line + treatment]

COPY
Primary text: ...
Headline: ...

VARIATIONS TO TEST ALONGSIDE
1. [Copy variant]
2. [Angle variant]
3. [Hook variant]

Guardrails

  • Never fabricate a specific claim, stat, or testimonial in the copy — placeholder clearly ([insert verified stat]) rather than inventing one.
  • Flag anything that reads close to a competitor's specific creative execution (not just angle/pattern) rather than an original take built from the pattern.
  • Keep briefs specific enough to shoot from — "make it relatable" is not a brief; "open on hands struggling to open packaging, cut to product in 2s" is.

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