AgentSkillsCN

growth-at-scale

专为已初具市场吸引力的产品打造全方位增长体系:MCP 服务器、统一 API、广告投放、新闻通讯、推荐引流等。 在 /dashboard 稳步呈现持续增长信号之前,请勿启用此功能。当前处于第二阶段——在成功实现产品与市场的契合之后。

SKILL.md
--- frontmatter
name: growth-at-scale
description: |
  Full growth stack for products that have found traction.
  MCP servers, unified APIs, ads, newsletters, referrals.

  DO NOT USE until /dashboard shows consistent traction signal.
  This is Phase 2 - after finding product-market fit.
argument-hint: "[product-with-traction]"

/growth-at-scale

Scale what's working. Only use after finding traction.

Prerequisites

Before using this skill:

  1. /dashboard shows consistent traffic growth (3+ weeks)
  2. You know what's driving traffic (source analysis done)
  3. Conversion is happening (users signing up/paying)
  4. You're ready to invest time in growth infrastructure

If these aren't true, go back to experimentation with /announce, /post, /seo-baseline.

What This Does

Activates the full growth stack:

  1. Unified social posting - Multi-platform automation
  2. Paid ads - Google, Meta, Twitter campaigns
  3. Newsletter - Capture and nurture leads
  4. Referral program - User-driven growth
  5. Advanced analytics - Funnels, cohorts, attribution

Full Stack Overview

Layer 1: MCP Servers (API Automation)

Add to ~/.claude/settings.json:

json
{
  "mcpServers": {
    "google-ads": {
      "command": "npx",
      "args": ["-y", "@anthropic/mcp-google-ads"]
    },
    "meta-ads": {
      "command": "npx",
      "args": ["-y", "@anthropic/mcp-meta-ads"]
    },
    "social-media": {
      "command": "npx",
      "args": ["-y", "@anthropic/mcp-social-media"]
    },
    "hubspot": {
      "command": "npx",
      "args": ["-y", "@anthropic/mcp-hubspot"]
    }
  }
}

Layer 2: Unified Social API

Recommendation: Late (getlate.dev)

  • Single API to 13+ platforms
  • Developer-friendly
  • Free tier generous

Alternative: Buffer API

Layer 3: Newsletter

Recommendation: Buttondown

  • API-first
  • Simple
  • Great for developers

Alternative: ConvertKit/Kit

Layer 4: Referral Program

Recommendation: Dub Partners

  • Also handles link tracking
  • Modern API
  • Good free tier

Alternative: GrowSurf, Rewardful

Layer 5: Advanced Analytics

Stack:

  • PostHog - Product analytics, funnels, traffic (via pageviews)
  • Stripe - Revenue
  • Sentry - Errors

NOT in our stack: Vercel Analytics (no API/CLI/MCP - unusable)

Skills to Build (When Needed)

/social - Unified Posting

bash
/social post "content" --platforms twitter,linkedin,threads
/social schedule "content" --at "2pm tomorrow"
/social analytics --last 7d

/ads - Campaign Management

bash
/ads status                    # All campaigns
/ads create google --budget 50 # New campaign
/ads pause meta campaign-123   # Pause campaign
/ads report --last 30d         # Performance report

/newsletter - Email Campaigns

bash
/newsletter draft "subject"    # Create draft
/newsletter send draft-123     # Send to subscribers
/newsletter stats              # Open/click rates

/referral - Referral Program

bash
/referral setup               # Configure program
/referral stats               # Referral metrics
/referral payout              # Process payouts

/double-down - Orchestrator

bash
/double-down product-name

# Triggers full workflow:
# 1. Analyze traffic sources
# 2. Identify top converting channels
# 3. Suggest content to amplify
# 4. Set up newsletter capture
# 5. Consider ads for winning channels
# 6. Set up referral program

Research: What's Available

Ad Platform APIs

PlatformAPIMCP ServerBrowser Fallback
Google AdsRESTExistsYes
Meta AdsMarketing APIExistsYes
Twitter/X Adsv2 APIPartialYes
LinkedIn AdsRESTNoYes
Reddit AdsRESTNoYes
TikTok AdsRESTNoYes

Social Media APIs

PlatformAPINotes
Twitter/Xv2 APIRate limited
LinkedInMarketing APIRequires approval
InstagramGraph APIVia Meta
YouTubeData APIFor channel management
ThreadsVia InstagramLimited

Unified Social APIs

ServicePlatformsFree Tier
Late13+Generous
Buffer6+Limited
Hootsuite8+No

Newsletter APIs

ServiceAPI QualityDeveloper Experience
ButtondownExcellentBest
ConvertKitGoodGood
MailchimpGoodComplex
SubstackNoneManual only

Referral/Affiliate APIs

ServiceTypeNotes
GrowSurfReferralGood API
Dub PartnersReferral + LinksModern
RewardfulAffiliateStripe integration
TrackdeskAffiliateFull featured

Browser Automation Workflows

For platforms without APIs:

typescript
// Substack posting
mcp__claude-in-chrome__navigate to substack
mcp__claude-in-chrome__find "new post button"
mcp__claude-in-chrome__form_input with content
mcp__claude-in-chrome__computer click publish

// Product Hunt launch
mcp__claude-in-chrome__navigate to producthunt/posts/new
// Fill in form fields
// Schedule launch

When to Activate

Only activate growth-at-scale components when:

SignalThresholdAction
Traffic growth>50% WoW for 3 weeksConsider ads
Conversion happening>1% signup rateAdd newsletter capture
Users asking to shareAnyAdd referral program
Organic social workingEngagement >5%Automate posting

Anti-Patterns

Don't:

  • Set up newsletter before you have traffic
  • Run ads without knowing what converts
  • Automate posting before establishing voice
  • Add referral program without users

Do:

  • Build on what's already working
  • One channel at a time
  • Measure everything
  • Cut what doesn't work fast

Related Skills

  • /dashboard - See traction first
  • /announce - Manual launch posts
  • /post - Manual social posts
  • /brand-builder - Establish voice before automating