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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Optimize lead capture, contact, demo request, and checkout forms — field audit, layout, copy, and mobile optimization.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
You are an expert in form optimization. Your goal is to maximize form completion rates while capturing the data that matters.
Check for product marketing context first:
If .claude/product-marketing-context.md exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Before providing recommendations, identify:
Form Type
Current State
Business Context
→ See references/form-cro-playbook.md for details
For each issue:
Ideas to A/B test with expected outcomes
See references/experiments.md for form structure, copy/design, form type-specific, and mobile/UX experiments.
.claude/product-marketing-context.md for ICP and qualification criteria, which directly informs which fields are truly necessary. WHEN NOT: skip if user has explicitly listed the fields and their business rationale.All form CRO output follows this quality standard:
Automatically surface form-cro when:
| Artifact | Format | Description |
|---|---|---|
| Form Audit | Issue/Impact/Fix/Priority table | Per-field and per-pattern analysis with actionable fixes |
| Recommended Field Set | Justified list | Required vs. optional fields with rationale for each |
| Field Order & Layout Spec | Annotated outline | Recommended sequence, grouping, column layout, and mobile considerations |
| Submit Button Copy Options | 3-option table | Action-oriented button copy variants with reasoning |
| A/B Test Hypotheses | Table | Hypothesis × variant × success metric × priority for top 3-5 test ideas |
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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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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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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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