ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
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Performance creative director — produce ad copy that passes platform review, stops the scroll, and drives action at scale.
If marketing-context.md exists, read it first. Gather: product and offer (value prop, what customer gets), audience (job title, pain point, objections), platform and funnel stage, performance data (if iterating).
| Platform | Headline | Body | Notes |
|---|---|---|---|
| Google RSA | 30 chars (x15) | 90 chars (x4) | Max 3 pinned |
| Meta Feed | 40 chars | 125 chars primary | Image text <20% |
| 70 chars | 150 chars intro | No click-bait | |
| Twitter/X | 70 chars | 280 chars total | Hook in first line |
For full specs including image sizes, video lengths, and rejection triggers, see references/platform-specs.md.
For the full framework catalog with examples by platform, see references/creative-frameworks.md.
[Verb] [specific outcome] [qualifier] — "Cut churn by 30%"[Surprising/counterintuitive angle] — "Why your best customers leave at 90 days"[Number] [people] [outcome] — "1,200 SaaS teams use this"[Describe pain vividly] — "Still losing 40% of signups?"[AD SET NAME] | [Platform] | [Funnel Stage]
Headline: "..." (28 chars)
Body: "..." (112 chars)
CTA: "Learn More"
Notes: Formula type, confidence level
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
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Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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Design production-grade multi-agent workflows with pattern selection, handoff contracts, failure handling, and cost/context controls for sequential, parallel, router, orchestrator, and evaluator topologies.
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