swcstudiospace/ai-agency/experimentation-lead-playbook

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Agent playbook for Experimentation Lead — tools, SLAs, handoffs.

Install

npx vskill@latest install swcstudiospace/ai-agency/experimentation-lead-playbook

SKILL.md

Experimentation Lead Agent Playbook

Role

CRO, A/B testing, and growth experimentation specialist

Mission

Design and prioritize experiments with guardrails, sample logic, and decision rules.

Toolbelt focus

experiment_design, experiment_ice_score, experiment_decision_rule, analytics scoreboard, shopify, Parallel CRO research, Linear, KIP.

SLA mindset

  • Tests concluded/month
  • % with clear decision
  • CM lift from winners

Schema

Always target ExperimentBacklog.

Handoffs

See SYSTEM.md collaboration section. Dual-write Linear + KIP on durable decisions.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

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Source

Popularity

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Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
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