creative-iteration-playbook
Framework for briefing, testing, and scaling social creative variations.
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Installation for Agentic Skill
View all platforms →skilz install gtmagents/gtm-agents/creative-iteration-playbookskilz install gtmagents/gtm-agents/creative-iteration-playbook --agent opencodeskilz install gtmagents/gtm-agents/creative-iteration-playbook --agent codexskilz install gtmagents/gtm-agents/creative-iteration-playbook --agent geminiFirst time? Install Skilz: pip install skilz
Works with 22+ AI coding assistants
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Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/gtmagents/gtm-agentscp -r gtm-agents/plugins/social-media-marketing/skills/creative-iteration-playbook ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Repository
- gtm-agents
- Stars
- 31
- Forks
- 7
- Type
- Technical
- Meta-Domain
- development
- Primary Domain
- testing
- Market Score
- 28
Agent Skill Grade
D Score: 68/100 Click to see breakdown
Score Breakdown
Areas to Improve
- Description needs trigger phrases
- Missing Reference Files for Templates
- Vague Skill Description Missing Triggers
Recommendations
- Address 2 high-severity issues first
- Add trigger phrases to description for discoverability
- Add table of contents for files over 100 lines
Graded: 2026-01-24
Developer Feedback
I've been digging through some skill implementations, and I noticed your creative-iteration-playbook uses an interesting approach to structuring the workflow—the framing around iteration cycles really stood out, though I think there's room to tighten up how you're guiding developers through the actual decision points.
Links:
The TL;DR
You're at 68/100, which puts you in D territory. Based on Anthropic's agentic skill best practices, your strongest area is Spec Compliance (11/15)—the frontmatter is solid—but Progressive Disclosure Architecture (18/30) is where you're bleeding points. The core issue: you're cramming everything into one 55-line file when templates, workflows, and examples belong in separate reference files.
What's Working Well
- Solid spec compliance – Your YAML frontmatter is valid, and the kebab-case naming is correct.
- Clear cadence structure – The numbered workflow steps (intake → concept → script → edit → QA → publish) give developers something concrete to follow.
- Consistent terminology – "Creative," "guardrails," "variants" stay consistent throughout, which is helpful for token efficiency.
The Big One: Missing Reference Files
Here's what's holding you back: you're listing templates and workflows inline instead of breaking them into separate reference files. Right now, section 3 just says:
- Single-slide creative brief + checklist.
- Experiment tracker w/ hypotheses, variants, outcomes, next steps.
But developers need to actually see what these look like. Create a references/ directory with:
references/creative-brief-template.md– Actual template with fields like [HOOK], [CTA], [PROOF], [EDITING NOTES]- `ref...
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