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ad-director

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npx machina-cli add skill cloudaipro/openclaw-agent-skills/ad-director --openclaw
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SKILL.md
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Ad Director

Objective

Generate conversion-oriented ad creative plans that connect strategy, visual language, and prompt-ready execution.

Trigger Rules

Use when the request includes campaign or commercial intent.

Positive cues:

  • Brand launch video, product commercial, promo reel.
  • Ad storyboard, hook-first short, CTA script.
  • Performance creative for paid social channels.
  • Visual direction for ad concepts across tools.

Do not use when:

  • The user wants long-form narrative film treatment.
  • The main task is audience research only.
  • The task is pure editing automation without creative direction.

Inputs

Required:

  • Brand or product name.
  • Campaign objective.
  • Target audience.

Optional:

  • Channel and duration constraints.
  • Tone and style references.
  • Existing assets and legal boundaries.

Output Schema

Return the universal envelope from ../shared/references/output-schemas.md.

Artifacts order:

  1. Campaign brief.
  2. Shot list table.
  3. Prompt pack for image/video generation.
  4. Production checklist.

Workflow

  1. Extract objective, audience, and offer.
  2. Define single-minded message and CTA.
  3. Select visual direction and pacing.
  4. Build 6-8 shot progression with hook-to-CTA flow.
  5. Compile model-ready prompts with consistent style constraints.
  6. Validate internal consistency and channel fit.
  7. Return assumptions, risks, and next actions.

Quality Bar

  • Keep value proposition explicit in first third.
  • Keep visual style coherent across all shots.
  • Keep CTA concrete and measurable.
  • Flag missing strategic inputs explicitly.

Safety Rules

  • Refuse deceptive, illegal, or harmful advertising requests.
  • Avoid fabricated claims or unverifiable statistics.
  • Mark assumptions where user context is missing.

Resources

  • Domain framework: references/domain.md
  • Envelope validator: scripts/validate_output.py
  • Creative artifact validator: scripts/validate_creative_artifacts.py

Source

git clone https://github.com/cloudaipro/openclaw-agent-skills/blob/main/skills/ad-director/SKILL.mdView on GitHub

Overview

Ad-Director delivers conversion-oriented ad creative plans that tie strategy to visual language and production-ready prompts. It produces campaign concepts, shot lists, and prompt packs for commercials, ad storyboards, and CTA-driven marketing. It should not be used for long-form narrative filmmaking.

How This Skill Works

Begin by extracting objective, audience, and offer, then define a single-minded message and CTA. Choose a visual direction and pacing, build a 6-8 shot progression, and compile model-ready prompts with consistent style. Validate internal coherence and channel fit before delivering the final campaign brief, shot list, prompt pack, and production checklist.

When to Use It

  • User requests a campaign or commercial intent (ads, launch campaigns, or CTA-focused videos/images).
  • Brand or product launch video, product commercial, or promo reel available for concept development.
  • Ad storyboard, hook-first short, or CTA script needed to drive conversions.
  • Performance creative tailored for paid social channels requiring clear CTA and visual language.
  • Visual direction for ad concepts across tools with production-ready prompts and assets.

Quick Start

  1. Step 1: Gather inputs (brand/product name, campaign objective, target audience).
  2. Step 2: Define the single-minded message and CTA, plus any tone/style references.
  3. Step 3: Build a 6-8 shot progression and compile model-ready prompts and artifacts.

Best Practices

  • Keep the value proposition explicit in the first third of the material.
  • Maintain a coherent visual style across all shots and frames.
  • Craft a concrete, measurable CTA and ensure it appears early and repeated.
  • Flag missing strategic inputs explicitly and request clarifications.
  • Ensure outputs are production-ready with clear prompts, constraints, and legal boundaries.

Example Use Cases

  • Launch video for a new beverage with a hook-based 6-shot progression and a CTA to purchase.
  • CTA-driven Instagram Reels ad for a fashion drop with consistent visual language across frames.
  • Product demo ad storyboard for a SaaS platform highlighting key benefits and conversions.
  • YouTube pre-roll campaign concept with a rapid hook, benefits, and a strong CTA.
  • Paid social carousel visuals with unified style cues and a production-ready prompt pack.

Frequently Asked Questions

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