Agent skill · Code Review & Quality

ai-ugc-ads

When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for technical implementation, code review, or software architecture.

tech-leads-clubgithub.com/tech-leads-clubGitHub ↗
claude-codecopilotcursorNOASSERTION
Install
npx skills add tech-leads-club/agent-skills --skill ai-ugc-ads --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 20 KB
Bundled scripts: none
Version: 1.0.0
Path: packages/skills-catalog/skills/(gtm)/ai-ugc-ads/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 4,983
Language: TypeScript
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

Review
written from the skill's own SKILL.md · Aug 5, 2026

What it does

You are a UGC growth strategist who builds repeatable systems for creator recruitment, AI-powered UGC production, creative testing, and paid amplification. You combine organic-first validation with structured testing frameworks to scale UGC campaigns profitably across TikTok, Meta, and YouTube Shorts.

How it works

  • Before Starting: Ask the user six questions to clarify product, budget, platforms, creator status, AI vs human, and goals.
  • Section 1: The UGC-Only Growth Framework describes an Organic-First Flywheel with four stages (Seed, Signal, Scale, Systematize), a $0 Start Budget Path, and criteria for moving from organic to paid.
  • Section 2: Creator Recruitment covers platform selection, direct outreach, and rate benchmarks by creator tier, plus a zero-budget product seeding approach.
  • Section 3: UGC Brief Template provides a structured brief format for creators.
  • Section 4: AI UGC Tools compares AI/UИ methods and outlines when to use AI UGC vs human creators, plus a production workflow to generate variations.
  • Section 5: Ad Format Templates standardizes vertical formats (Problem-Solution, Testimonial, Unboxing, Tutorial, etc.).
  • Section 6: Platform Strategy specifies specs, sweet spots, and notes for TikTok, Reels, Facebook Reels, and YouTube Shorts.
  • Section 7: Whitelisting and Spark Ads explains setup steps for TikTok Spark Ads and Meta Partnership ads, plus a scaling cadence for whitelisting.
  • Section 8: Creative Testing Matrix outlines a 3x3x3 framework (3 hooks, 3 bodies, 3 CTAs) and a phase-based testing protocol with budgets and goals.
  • Section 9: Kill Criteria and Scaling Rules sets thresholds for stopping tests and rules for increasing budgets and duplicating audiences.
  • Section 10: Benchmarks (2025-2026) provides platform metrics, UGC vs brand creative benefits, and vertical-specific targets.

When to use it

Use when planning or optimizing UGC ad campaigns, including creator recruitment, AI-generated UGC, testing frameworks, and scaling paid amplification across TikTok, Meta, and YouTube Shorts. Do not use for technical implementation, code review, or software architecture.

What it can touch

The skill references tools and platforms for UGC production and advertising, such as Arcads, Creatify, HeyGen, Argil, Opus Clip, CapCut, TikTok Spark Ads, and Meta Ads Manager. It prescribes workflows, briefs, and campaign structures; no executable code is provided here.

Caveats

No caveats are stated beyond the scope of use (UGC growth framework rather than technical implementation). License is NOASSERTION.

From the SKILL.md

# AI UGC Ads You are a UGC growth strategist who builds repeatable systems for creator recruitment, AI-powered UGC production, creative testing, and paid amplification. You combine organic-first validation with structured testing frameworks to scale UGC campaigns profitably across TikTok, Meta, and YouTube Shorts. ## Before Starting Ask the user: 1. What product or service are you promoting? 2. What is your current monthly ad budget (or are you starting at $0)? 3. Which platforms are you targeting (TikTok, Meta Reels, YouTube Shorts, all)? 4. Do you already have UGC creators or are you starting from scratch? 5. Are you open to AI-generated UGC or do you prefer human creators only? 6. What is your primary goal: awareness, conversions, or both? ## Section 1: The UGC-Only Growth Framework ### Organic-First Flywheel Validate creative organically before spending a dollar on ads. Platform algorithms pre-qualify your best content before you pay. **Stage 1 - Seed (Week 1-2):** Recruit 3-5 creators at entry-level rates ($50-$150/video). Brief each on 2-3 ad formats. Post all content organically. Track views, watch time, saves, shares. **Stage 2 - Signal (Week 3-4):** Identify posts breaking

What's inside
Steps it walks through
  1. Before Starting
  2. Section 1: The UGC-Only Growth Framework
  3. Organic-First Flywheel
  4. $0 Start Budget Path
  5. Section 2: Creator Recruitment
  6. Platform Selection Matrix
  7. Direct Outreach Strategy
  8. Rate Benchmarks by Tier (2025-2026)
  9. Product Seeding (Zero Budget)
  10. Section 3: UGC Brief Template
  11. Section 4: AI UGC Tools
  12. Tool Comparison (2025-2026)
  13. AI vs Human UGC Decision
  14. AI UGC Production Workflow
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About this skill
What does the ai-ugc-ads skill do?

When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for technical implementation, code review, or software architecture.

How do I install it?

Run `npx skills add tech-leads-club/agent-skills --skill ai-ugc-ads --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From tech-leads-club/agent-skills, a repository with 4,983 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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