paid-acquisition
Run bounded paid acquisition experiments only when audience, offer, destination, attribution, budget, and stop rules are ready.
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-paid-acquisition
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
Use cases: finance
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 2, 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/paid-acquisition
What's inside
- Skill name
paid-acquisition- Description
- Run bounded paid acquisition experiments only when audience, offer, destination, attribution, budget, and stop rules are ready.
- License
- MIT
- Instructions
- 21 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- SKILL.zh-CN.md
SKILL.md (first lines)
# Paid Acquisition Paid media is an accelerator and learning channel, not a substitute for an unvalidated product or broken funnel. ## Readiness Confirm target segment, problem/offer, landing experience, activation/payment events, attribution, creative truth, geography, platform eligibility, and autonomy-policy budget/action limits. If these are not ready, return the missing prerequisite instead of spending. ## Experiment design Use `growth-experiment`. Keep targeting, creative, offer, and landing variables interpretable. Define spend ceiling, primary business metric (not only CTR), diagnostic metrics, downstream quality, and hard stop/scale rules. ## Operations Use official ad interfaces/APIs where authorized. Verify campaign/ad state, spend limits, destination links, conversion tracking, and actual delivery after changes. Never infer launch from a successful request alone. ## Review Report spend, qualified traffic, signup, activation, payment/revenue, CAC or another agreed economics metric, guardrails, attribution limitations, and the decision. Do not scale because an ad has a low CPC if downstream value is weak.
From luxiaolei/AutoSpread, MIT.
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- 0.567score
autospread
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Growth Lead method for diagnosing the biggest growth constraint, choosing the smallest useful playbook, and operating within an explicit autonomy policy.
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agent-readiness
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Make a website usable by user-triggered AI agents and machine clients without confusing agent operability with GEO ranking.
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local-seo
luxiaolei
Audit and improve local discovery for physical, service-area, and hybrid businesses using location evidence, reputation, local pages, and business profiles.
SkillAFreshness: AClaude Code +9 - 0.561score
analytics-review
luxiaolei
Validate data, explain metric movement, evaluate experiments, and connect acquisition activity to activation, revenue, and retention without overstating…
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 - 0.561score
ecommerce-seo
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Audit stores and product catalogs across product/category pages, variants, structured data, merchant surfaces, faceted navigation, and commercial search…
SkillAFreshness: AClaude Code +9 - 0.561score
geo-optimization
luxiaolei
Make product and content pages easy for people and answer engines to understand, extract, verify, compare, and cite without treating GEO as a ranking hack.
SkillAFreshness: AClaude Code +9 - 0.561score
growth-experiment
luxiaolei
Turn a growth hypothesis into a bounded, measurable experiment with primary metric, guardrails, observation window, and decision rule.
SkillAFreshness: AClaude Code +9 - 0.561score
growth-strategy
luxiaolei
Diagnose the current growth constraint and allocate effort across product, funnel, acquisition, monetization, and retention.
SkillAFreshness: AClaude Code +9 - 0.561score
international-seo
luxiaolei
Design and validate multilingual and multi-region search architecture, hreflang, localization, canonicals, and regional experience.
SkillAFreshness: AClaude Code +9
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
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 - 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
ecommerce-seo
luxiaolei
Audit stores and product catalogs across product/category pages, variants, structured data, merchant surfaces, faceted navigation, and commercial search…
SkillAFreshness: AClaude Code +9
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Cite this page
paid-acquisition skill. Agent Mart. https://agentmart.dev/skills/luxiaolei-paid-acquisition (last updated 2026-10-24)