Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
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MikeCheng1208/BattleTree22026年7月22日 更新
免费在 GitHub 公开
ab-testing
Use when designing experiments for subject lines, offers, cadences, or journeys.
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查看安装方法包含的文件（1）
- SKILL.md1.3 KB
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
Experimentation & A/B Testing Skill
When to Use
- Validating new subject lines or creative.
- Testing segmentation hypotheses (persona vs behavior).
- Optimizing cadence, timing, or automation triggers.
Framework
- Hypothesis – define expected uplift + rationale.
- Metric Selection – primary (open/click/conv) + guardrails (unsubs, spam).
- Sample Sizing – ensure stat significance (min 500 recipients per variant or use power calculator).
- Execution – randomize, keep variants isolated, limit simultaneous tests.
- Analysis – use z-test or Bayesian uplift; document learnings.
Templates
- Experiment brief (hypothesis, segments, KPI, risk guardrails).
- Variant table (control vs test inputs, creative asset links, owner).
- Calculator sheet for minimum detectable effect + sample size.
- Post-test debrief doc capturing learnings + rollout plan.
Experiment Ideas
- Subject line vs preview text combos.
- CTA placement (hero vs footer).
- Personalization depth (basic vs dynamic modules).
- Wait times between touches.
Tips
- Run no more than two tests per journey simultaneously.
- Recycle learnings into playbooks + automation templates.
- Segment results by persona to catch hidden signals.
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同一仓库的技能
在每次回复中使用固定前缀并列出本次实际参考的指令/文件，便于校验是否遵循上下文与规则。
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MikeCheng1208/BattleTree22026年7月22日 更新
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
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MikeCheng1208/BattleTree22026年7月22日 更新
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
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MikeCheng1208/BattleTree22026年7月22日 更新
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
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MikeCheng1208/BattleTree22026年7月22日 更新
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.
中文简介正在准备中。当前显示原文说明。
MikeCheng1208/BattleTree22026年7月22日 更新