/digital-marketing-pro:ad-creative skill

Generate 3-5 ad copy variations per platform — headlines, descriptions, and CTAs formatted to Google, Meta, LinkedIn, TikTok, X, and Pinterest specs — each scored 1-10 with policy-compliance flags, A/B testing groupings, and a message-match check against the landing page.

by indranilbanerjee·MIT license·★ 834 Stars on the repo·GitHub ↗

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Inside this skill

SKILL.md · the author's own words
# /digital-marketing-pro:ad-creative

## Purpose

Generate high-performing ad copy variations tailored to specific platforms and formats. Each variation is scored for quality and compliance…

## Input Required

The user must provide (or will be prompted for):

- **Product/service**: What is being advertised
- **Platform(s)**: Google Ads, Meta (Facebook/Instagram), LinkedIn, TikTok, X, Pinterest
- **Ad format**: RSA, single image, carousel, video script, story, etc. For video ad scripts (6s bumper, 15s skippable, 30s spot, UGC-style…
- **Campaign objective**: Awareness, traffic, leads, conversions, app installs
- **Target audience**: Who the ads are for
- **Key offer/CTA**: Promotion, value prop, or desired action

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/digital-marketing-pro:ad-creative

Purpose

Generate high-performing ad copy variations tailored to specific platforms and formats. Each variation is scored for quality and compliance, with recommendations for testing strategy.

Input Required

The user must provide (or will be prompted for):

  • Product/service: What is being advertised
  • Platform(s): Google Ads, Meta (Facebook/Instagram), LinkedIn, TikTok, X, Pinterest
  • Ad format: RSA, single image, carousel, video script, story, etc. For video ad scripts (6s bumper, 15s skippable, 30s spot, UGC-style), route to /digital-marketing-pro:video-script — its step 2.4 carries the per-format structural rules (the 5-second skip deadline, one-message bumpers, native-style disclosure) and its output passes the /check gate. This skill owns the copy layer around the video: headlines, descriptions, and CTAs.
  • Campaign objective: Awareness, traffic, leads, conversions, app installs
  • Target audience: Who the ads are for
  • Key offer/CTA: Promotion, value prop, or desired action
  • Landing page URL: Where the ad will drive traffic (optional)

Process

  1. Load brand context: Read ~/.claude-marketing/brands/_active-brand.json for the active slug, then load ~/.claude-marketing/brands/{slug}/profile.json. Apply brand voice, compliance rules for target markets (skills/context-engine/compliance-rules.md), and industry context. Also check for guidelines at ~/.claude-marketing/brands/{slug}/guidelines/_manifest.json — if present, load restrictions and relevant category files. Check for custom templates at ~/.claude-marketing/brands/{slug}/templates/. Check for agency SOPs at ~/.claude-marketing/sops/. If no brand exists, ask: "Set up a brand first (/digital-marketing-pro:brand-setup)?" — or proceed with defaults.
  2. Identify platform-specific constraints: character limits, format requirements, policy restrictions
  3. Generate 3-5 ad copy variations per platform, each with a distinct angle (benefit, urgency, social proof, curiosity, direct)
  4. Score each variation on: brand alignment, clarity, emotional impact, CTA strength, policy compliance
  5. Flag any potential policy violations (restricted claims, prohibited language)
  6. Recommend A/B testing groupings and priority order
  7. If landing page URL is provided, check message match between ad and page

Output

Per platform, a set of ad copy variations including:

  • Headlines, descriptions, and CTAs formatted to platform specifications
  • Quality score (1-10) with reasoning per variation
  • Policy compliance check with flagged issues
  • A/B testing recommendation with hypothesis for each test
  • Message match assessment (if landing page provided)
  • Creative direction notes for visual/video assets (see AI image/video generation guidance below)
AI image & video generation guidance (May 2026)

When the brief includes static visuals or short-form video, recommend the model that fits the use case and call out the compliance overhead:

Asset type Recommended model (May 2026) When to use Compliance note
Product hero stills, lifestyle photography, e-commerce tiles Google Nano Banana Pro (Gemini 3 Pro Image, multi-image composition, character/object consistency) Strong text rendering inside images (logos, on-pack copy), brand-character consistency across a campaign, high-fidelity product realism. Outputs ship with SynthID watermarking by default; ALSO sign with C2PA via /digital-marketing-pro:c2pa-metadata before any EU distribution.
Short-form social video (≤8s reels, organic vertical) Gemini Veo 3.1 (synchronized native audio, longer/more coherent clips than Veo 3.0) Reels, TikTok, Shorts cut-downs, ad-creative experimentation. Synthetic-voice / synthetic-human content must carry a visible deepfake disclosure under EU Article 50 — see skills/context-engine/compliance-rules.md §1.1b.
Long-form video with native audio / multi-modal storytelling Gemini Omni (multimodal generation, May 2026 I/O launch — text + image + audio + video unified) Connected-content campaigns where a single brief produces a hero film, social cut-downs, audio version, and stills consistently. Best for brands with disciplined creative governance — Omni's range outpaces most brand-safety review processes. Default Omni outputs carry SynthID + Gemini provenance markers. Add C2PA before EU publish. Run synthetic-person outputs past Legal — Omni's photoreal humans frequently hit "substantial AI manipulation" thresholds under Article 50.
Static image — fast iteration / mood-boarding OpenAI gpt-image-2, Midjourney v7, Adobe Firefly Internal mood boards, concept exploration. Not for shipped EU creative without C2PA. None of these auto-embed C2PA — manually sign with /digital-marketing-pro:c2pa-metadata before EU publish.

Workflow recommendation:

  1. Brief the visual concept in this skill's output (subject, composition, brand-character constraints, on-pack text if any).
  2. Hand the visual spec to whichever production track owns image/video — your design team, any AI image/video tool (the model table above maps use-case → generator), or a connected design platform (e.g. the Canva / Figma MCP connectors listed in /digital-marketing-pro:integrations). The spec is deliberately tool-agnostic: any production track can consume it unchanged.
  3. Treat all AI-generated visuals as Article 50 in-scope until proven otherwise. The pre-publish gate (/digital-marketing-pro:check) blocks unsigned AI assets for EU-targeted campaigns.

Agents Used

  • content-creator — Ad copy generation, angle development, CTA crafting
  • media-buyer — Platform specs, policy compliance, testing strategy
  • brand-guardian — Voice alignment, compliance review, claim verification
1---
2name: ad-creative
3description: "Generate 3-5 ad copy variations per platform — headlines, descriptions, and CTAs formatted to Google, Meta, LinkedIn, TikTok, X, and Pinterest specs — each scored 1-10 with policy-compliance flags, A/B testing groupings, and a message-match check against the landing page. Triggers on \"/digital-marketing-pro:ad-creative\", \"write ad copy for Meta\", \"give me RSA headline variations\", \"we need LinkedIn ad copy\", \"draft TikTok ad creative\". Reads the brand profile, guidelines, and compliance rules; routes video ad scripts to /digital-marketing-pro:video-script and gates AI-generated visuals for EU campaigns through /digital-marketing-pro:c2pa-metadata and /digital-marketing-pro:check."
4argument-hint: "[platform]"
5---
6 
7# /digital-marketing-pro:ad-creative
8 
9## Purpose
10 
11Generate high-performing ad copy variations tailored to specific platforms and formats. Each variation is scored for quality and compliance, with recommendations for testing strategy.
12 
13## Input Required
14 
15The user must provide (or will be prompted for):
16 
17- **Product/service**: What is being advertised
18- **Platform(s)**: Google Ads, Meta (Facebook/Instagram), LinkedIn, TikTok, X, Pinterest
19- **Ad format**: RSA, single image, carousel, video script, story, etc. For video ad scripts (6s bumper, 15s skippable, 30s spot, UGC-style), route to /digital-marketing-pro:video-script — its step 2.4 carries the per-format structural rules (the 5-second skip deadline, one-message bumpers, native-style disclosure) and its output passes the /check gate. This skill owns the copy layer around the video: headlines, descriptions, and CTAs.
20- **Campaign objective**: Awareness, traffic, leads, conversions, app installs
21- **Target audience**: Who the ads are for
22- **Key offer/CTA**: Promotion, value prop, or desired action
23- **Landing page URL**: Where the ad will drive traffic (optional)
24 
25## Process
26 
271. **Load brand context**: Read `~/.claude-marketing/brands/_active-brand.json` for the active slug, then load `~/.claude-marketing/brands/{slug}/profile.json`. Apply brand voice, compliance rules for target markets (`skills/context-engine/compliance-rules.md`), and industry context. **Also check for guidelines** at `~/.claude-marketing/brands/{slug}/guidelines/_manifest.json` — if present, load restrictions and relevant category files. Check for custom templates at `~/.claude-marketing/brands/{slug}/templates/`. Check for agency SOPs at `~/.claude-marketing/sops/`. If no brand exists, ask: "Set up a brand first (/digital-marketing-pro:brand-setup)?" — or proceed with defaults.
282. Identify platform-specific constraints: character limits, format requirements, policy restrictions
293. Generate 3-5 ad copy variations per platform, each with a distinct angle (benefit, urgency, social proof, curiosity, direct)
304. Score each variation on: brand alignment, clarity, emotional impact, CTA strength, policy compliance
315. Flag any potential policy violations (restricted claims, prohibited language)
326. Recommend A/B testing groupings and priority order
337. If landing page URL is provided, check message match between ad and page
34 
35## Output
36 
37Per platform, a set of ad copy variations including:
38 
39- Headlines, descriptions, and CTAs formatted to platform specifications
40- Quality score (1-10) with reasoning per variation
41- Policy compliance check with flagged issues
42- A/B testing recommendation with hypothesis for each test
43- Message match assessment (if landing page provided)
44- Creative direction notes for visual/video assets (see AI image/video generation guidance below)
45 
46### AI image & video generation guidance (May 2026)
47 
48When the brief includes static visuals or short-form video, recommend the model that fits the use case and call out the compliance overhead:
49 
50| Asset type | Recommended model (May 2026) | When to use | Compliance note |
51|---|---|---|---|
52| Product hero stills, lifestyle photography, e-commerce tiles | **Google Nano Banana Pro** (Gemini 3 Pro Image, multi-image composition, character/object consistency) | Strong text rendering inside images (logos, on-pack copy), brand-character consistency across a campaign, high-fidelity product realism. | Outputs ship with SynthID watermarking by default; ALSO sign with C2PA via `/digital-marketing-pro:c2pa-metadata` before any EU distribution. |
53| Short-form social video (≤8s reels, organic vertical) | **Gemini Veo 3.1** (synchronized native audio, longer/more coherent clips than Veo 3.0) | Reels, TikTok, Shorts cut-downs, ad-creative experimentation. | Synthetic-voice / synthetic-human content must carry a visible deepfake disclosure under EU Article 50 — see `skills/context-engine/compliance-rules.md` §1.1b. |
54| Long-form video with native audio / multi-modal storytelling | **Gemini Omni** (multimodal generation, May 2026 I/O launch — text + image + audio + video unified) | Connected-content campaigns where a single brief produces a hero film, social cut-downs, audio version, and stills consistently. Best for brands with disciplined creative governance — Omni's range outpaces most brand-safety review processes. | Default Omni outputs carry SynthID + Gemini provenance markers. Add C2PA before EU publish. Run synthetic-person outputs past Legal — Omni's photoreal humans frequently hit "substantial AI manipulation" thresholds under Article 50. |
55| Static image — fast iteration / mood-boarding | OpenAI gpt-image-2, Midjourney v7, Adobe Firefly | Internal mood boards, concept exploration. Not for shipped EU creative without C2PA. | None of these auto-embed C2PA — manually sign with `/digital-marketing-pro:c2pa-metadata` before EU publish. |
56 
57**Workflow recommendation:**
58 
591. Brief the visual concept in this skill's output (subject, composition, brand-character constraints, on-pack text if any).
602. Hand the visual spec to whichever production track owns image/video — your design team, any AI image/video tool (the model table above maps use-case → generator), or a connected design platform (e.g. the Canva / Figma MCP connectors listed in `/digital-marketing-pro:integrations`). The spec is deliberately tool-agnostic: any production track can consume it unchanged.
613. Treat all AI-generated visuals as **Article 50 in-scope** until proven otherwise. The pre-publish gate (`/digital-marketing-pro:check`) blocks unsigned AI assets for EU-targeted campaigns.
62 
63## Agents Used
64 
65- **content-creator** — Ad copy generation, angle development, CTA crafting
66- **media-buyer** — Platform specs, policy compliance, testing strategy
67- **brand-guardian** — Voice alignment, compliance review, claim verification
68 

Discussion

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