ai-ugc-ads SKILL.md skillA
ai-ugc-ads from tech-leads-club/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tech-leads-club/agent-skills/ai-ugc-ads@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tech-leads-club/agent-skills
- Path
packages/skills-catalog/skills/(gtm)/ai-ugc-ads/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Mar 14, 2026
- Size
- 20,036 bytes
- Repository stars
- 7,124
- License
- a license file GitHub does not identify
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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. …
Read the whole file at its exact version.
How to install
mdr add tech-leads-club/agent-skills/ai-ugc-ads@sha256:b35d99c658df04ffThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_trlsmqriltrfs6ht)
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Versions
The registry has recorded 1 version of this file, committed on Mar 14, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (20036 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tech-leads-club/agent-skills · 7,124 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_trlsmqriltrfs6ht GET https://markdownregistry.com/api/v1/resolve?ref=tech-leads-club/agent-skills/ai-ugc-ads GET https://markdownregistry.com/api/v1/blob/b35d99c658df04ffaaeb04c9ec08eb470bc8c77fb70c1f6b977b2719229c80da
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.