swarmx-creative-director

Generates and critiques short-form video scripts, hooks, and storyboards against SwarmX creative contracts.

1|Updated Sep 3, 2026

Search Tags:#TikTok #storyboard #video script #short-form video #YouTube Shorts #hook generation #creative critique

Ready to run

npx skills add https://github.com/sabiscore/the-yap-engine --skill swarmx-creative-director-sabiscore

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: swarmx-creative-director
Source: https://github.com/sabiscore/the-yap-engine/tree/main/integrations/openclaw/skills/swarmx-creative-director
Command: npx skills add https://github.com/sabiscore/the-yap-engine --skill swarmx-creative-director-sabiscore

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Producing short-form video concepts for TikTok and YouTube Shorts requires consistent structure and quality control; this Skill turns a content brief into contract-compliant scripts and storyboards with built-in adversarial critique. ## Core Features & Use Cases - Dual Candidate Generation: Creates at least two materially different creative candidates with distinct narrative mechanisms before selecting one. - Adversarial Critique Loop: Applies a Virality Critic pass and one revision round before returning the final structured script. - Contract Enforcement: Preserves the [HOOK] → [BODY] → [RESOLUTION] → [CTA] structure, hook length of 18 words or fewer, CTA of 5–8 words, and deterministic storyboard scene-count rules. - Use Case: Given a topic brief for a YouTube Short, produce a validated script with hook, narrative spine, scene breakdown, and caption direction ready for the video generation pipeline. ## Quick Start Ask the creative director to generate a short-form video script and storyboard for your topic brief and return the structured creative candidate.

Frequently Asked Questions about swarmx-creative-director

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I generate a short-form video script from a content brief?▼

Provide a topic brief and the Skill generates two creative candidates with different narrative mechanisms, applies a Virality Critic pass, revises the winner once, and returns a structured script with hook, scenes, and caption direction.

What structure does a TikTok or YouTube Shorts script follow?▼

Scripts follow the [HOOK] → [BODY] → [RESOLUTION] → [CTA] structure. The hook must be 18 words or fewer and the CTA must be 5 to 8 words, matching the SwarmX creative contract.

Can the skill invent trending topics or performance statistics?▼

No. The contract explicitly forbids fabricated trend or performance data. If any contract rule fails after revision, the Skill stops and reports the exact violation instead of returning invalid output.

What happens when a script violates the creative contract?▼

The selected candidate gets one revision pass after critique. If the contract still fails, the Skill halts and reports the exact violation with contract_status set to fail in the output.

What output format does the creative director return?▼

It returns a YAML creative_candidate object containing template_family, hook, narrative_spine, scenes, caption_direction, revision_reason, and a contract_status field set to pass or fail.