conversion-optimization
Diagnose and improve landing, signup, onboarding, activation, paywall, and upgrade flows using observed behavior and bounded experiments.
Skill by luxiaolei
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/luxiaolei-conversion-optimization
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/conversion-optimization
What's inside
- Skill name
conversion-optimization- Description
- Diagnose and improve landing, signup, onboarding, activation, paywall, and upgrade flows using observed behavior and bounded experiments.
- License
- MIT
- Instructions
- 18 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- SKILL.zh-CN.md
SKILL.md (first lines)
# Conversion Optimization ## Diagnose before changing 1. Define the exact funnel step, denominator, target segment, and business outcome. 2. Reproduce the flow on the real product with the appropriate device/account state; capture errors, ambiguity, latency, trust gaps, unnecessary work, and mismatched expectations. 3. Combine product behavior, funnel data, replay/session evidence, support/customer evidence, and technical failures. Missing denominators or broken instrumentation are first-class issues. 4. Check upstream traffic quality and downstream activation/revenue so a local conversion gain does not hide worse users. ## Experiment Use `growth-experiment`: state the friction hypothesis, one primary change, primary metric, diagnostics, guardrails, observation logic, and rollback. For low traffic, use qualitative or sequential evidence without claiming randomized certainty. ## Implement and verify Prefer preview/staging first, test happy and failure paths, preserve analytics events, then follow the autonomy policy for production rollout. Verify the live state after deploy and start the observation window only when instrumentation and treatment are confirmed.
From luxiaolei/AutoSpread, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 27, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/luxiaolei/AutoSpread
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from luxiaolei
- 0.567score
autospread
luxiaolei
Growth Lead method for diagnosing the biggest growth constraint, choosing the smallest useful playbook, and operating within an explicit autonomy policy.
SkillAFreshness: AClaude Code +9 - 0.561score
paid-acquisition
luxiaolei
Run bounded paid acquisition experiments only when audience, offer, destination, attribution, budget, and stop rules are ready.
SkillAFreshness: AClaude Code +9 - 0.561score
agent-readiness
luxiaolei
Make a website usable by user-triggered AI agents and machine clients without confusing agent operability with GEO ranking.
SkillAFreshness: AClaude Code +9 - 0.561score
channel-operations
luxiaolei
Prepare, publish, schedule, and verify approved content through authorized APIs, CLIs, or UI automation while preserving external evidence.
SkillAFreshness: AClaude Code +9 - 0.561score
channel-selection
luxiaolei
Choose a small channel portfolio based on audience behavior, product demonstration fit, intent, economics, and existing evidence.
SkillAFreshness: AClaude Code +9 - 0.561score
customer-research
luxiaolei
Research customer problems, alternatives, triggers, objections, and language with traceable evidence that can change product or growth decisions.
SkillAFreshness: AClaude Code +9
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Cite this page
conversion-optimization skill. Agent Mart. https://agentmart.dev/skills/luxiaolei-conversion-optimization (last updated 2026-10-24)