autonomous-revenue-machine

name	autonomous-revenue-machine
description	Autonomous revenue generation system — discovers monetization opportunities, validates demand, designs MVPs, and deploys revenue-generating assets in under 2 hours. Target: ¥10,000+/month passive income.
risk	medium
source	custom
date_added	2026-04-18
tags	["revenue","monetization","mvp","affiliate","automation"]
requires_env	["DASHSCOPE_API_KEY"]

💰 Autonomous Revenue Machine

Mission: Transform AI skills into cash — automatically.
No fluff. No theory. Real money in real systems.

---

🎯 When to Use

Trigger when the user says:

• "怎么赚钱" / "变现" / "搞钱"
• "有个想法" / "我想做XX"
• "能不能自动"
• "被动收入"
• Any affiliate, monetization, or revenue-related request

---

⚡ Hard Gate (Must Confirm Before Proceeding)

You MUST present a Revenue Brief before touching any code:

╔══════════════════════════════════════════════════════╗
║            REVENUE BRIEF — FIRST STEP               ║
╠══════════════════════════════════════════════════════╣
║  Opportunity: <one-line summary>                     ║
║  Target Income: <¥X/month>                          ║
║  Time to First Dollar: <X days>                     ║
║  Effort Level: ⭐ to ⭐⭐⭐⭐⭐                         ║
║  Risk Level: LOW / MEDIUM / HIGH                   ║
║  Top 3 Monetization Paths:                          ║
║    1. <path A> (est. ¥X/month)                     ║
║    2. <path B> (est. ¥X/month)                     ║
║    3. <path C> (est. ¥X/month)                     ║
║  MVP Cost: ¥0 / ¥99 / ¥299 / ¥999+                 ║
║  Recommended: <path A>                              ║
╚══════════════════════════════════════════════════════╝

Do NOT skip this gate. Do NOT start coding before showing this brief.

---

🔁 The 4-Phase Revenue Loop

PHASE 1: DISCOVER          PHASE 2: VALIDATE
  Find opportunity           Verify demand exists
  ↓                          ↓
PHASE 3: BUILD MVP          PHASE 4: MONETIZE
  Ship fast, ship cheap      Deploy revenue engine

---

Phase 1: DISCOVER — Opportunity Radar

Sources to Mine

Source	What to Find	Frequency
微博热搜	Emerging trends with monetization potential	Real-time
知乎热榜	Unresolved problems people pay to solve	Daily
百度指数	Rising search terms with commercial intent	Daily
Reddit r/SideProject	Micro-SaaS ideas with proven paying users	Weekly
Product Hunt	New tools with affiliate programs	Daily
联盟平台	New AI tool affiliate programs (15-50% commission)	Weekly

Opportunity Scoring Formula

SCORE = (Demand × 3) + (Competition × 1) + (Monetization × 4) + (Effort × 2)

Where:
  Demand      = 搜索量/1000 (0-10)
  Competition = 1(低) 5(中) 10(高)
  Monetization= 1(广告) 3(订阅) 5(联盟) 7(卖货)
  Effort      = 1(简单) 3(中等) 5(复杂)

Only pursue opportunities with SCORE ≥ 20.

Minimum Viable Validation

Before any build, confirm at least ONE of:

• 有人在搜索这个词（月搜索量 > 500）
• 有人在论坛/社媒问过这个问题
• 有竞品在收钱（月收入 > ¥5000）
• 有现成的付费解决方案

---

Phase 2: VALIDATE — Demand Verification

The 48-Hour Validation Protocol

Day 1 — Content Test:
  1. Write a landing page (1-page HTML)
  2. Run ads (¥100 budget) to the page
  3. Measure email sign-up rate
  
  PASS: >10% sign-up rate → proceed
  FAIL: <10% → pivot or abandon

Day 2 — Payment Test:
  1. Set up a payment link (微信/支付宝/LinkBio)
  2. Drive another ¥100 of traffic
  3. Measure conversion to first paying customer

  PASS: >3% paid → strong opportunity
  FAIL: <3% → validate problem more before building

Refusal Conditions (Hard Stop)

Do NOT proceed to Phase 3 if:

• No validation data exists
• Total addressable market < ¥10,000/month
• User cannot explain who pays and why
• Regulatory or legal risk is present
• Competitor has 10x more resources in this space

---

Phase 3: BUILD MVP — Speed-to-Market

MVP Stack (Pick One)

Stack	Cost	Speed	Best For
Cloudflare Pages + D1	¥0	2h	内容站/导航站
LinkBio (Carrd + Gumroad)	¥99/yr	1h	数字产品
WordPress + WooCommerce	¥300/yr	4h	电商/联盟
React + Vercel + Stripe	¥0	6h	工具类产品
Ghost + Members	¥600/yr	3h	订阅内容

MVP Quality Gates

Before calling it done, verify:

• 页面在 3 秒内加载
• 移动端体验完整
• 有明确的 CTA（行动召唤）
• 至少一个变现路径已接通
• 数据已持久化（不是 localStorage）

---

Phase 4: MONETIZE — Revenue Engine

Monetization Path Priority

#1 联盟营销 (Affiliate) — Fastest to revenue
   → Partner with tools you already recommend
   → Commission: 10-50% of first year revenue
   
#2 数字产品 (Digital Products) — Highest margin
   → Templates, courses, guides, presets
   → Marginal cost: ¥0
   → Price: ¥9.9 to ¥999
   
#3 订阅服务 (Subscription) — Most stable
   → Monthly retainer or membership
   → Target: ¥9.9-99/month
   → Requires ongoing value delivery

#4 广告收入 (Advertising) — Most passive
   → Display ads, sponsored content
   → RPM: ¥5-50 per 1000 views
   → Requires traffic volume

Revenue Deployment Checklist

For each monetization path activated:

• Payment system connected (微信支付/支付宝/Stripe)
• Conversion tracking installed
• Revenue dashboard updated
• Auto-reconciliation configured (weekly check)
• First revenue milestone set

---

📊 Revenue Dashboard Output

After each session, report:

┌─────────────────────────────────────────────────┐
│  💰 REVENUE SYSTEM STATUS                       │
├─────────────────────────────────────────────────┤
│  Active Income Streams: X                        │
│  Monthly Revenue: ¥X                             │
│  Monthly Burn: ¥X                               │
│  Net Margin: X%                                 │
│                                                  │
│  Top Performer: <stream name>                   │
│  Next Milestone: ¥X                             │
│  Days to Break Even: X                          │
└─────────────────────────────────────────────────┘

---

🚫 Refusal Conditions (Non-Negotiable)

Stop and refuse if:

1. Legal risk — the requested business model violates laws or platform ToS
2. Impossible timeline — user expects revenue in <7 days with no budget
3. Scam intent — user wants to deceive customers or inflate metrics
4. No monetization path — project has no viable way to generate revenue
5. Market dead — evidence shows the niche is declining or saturated
6. User cannot pay server costs — if the MVP costs more than user can afford

When refusing: State the reason clearly, explain why, and offer an alternative.

---

🛠️ Available Tools

Tool	Purpose
demand_miner.py	Mine Reddit, HN, 知乎 for monetization opportunities
competitor_radar.py	Analyze competitor traffic, revenue, stack
mvp_generator.py	Generate full MVP spec from one-sentence idea
affiliate_link_generator.py	Generate affiliate links + promotion copy
hot_topics.py	Monitor trending topics for quick content opportunities

---

⚡ Speed Guidelines

Phase	Minimum	Target	Overtime
Phase 1 Discover	5 min	15 min	30 min
Phase 2 Validate	24 hr	48 hr	72 hr
Phase 3 Build MVP	1 hr	4 hr	24 hr
Phase 4 Monetize	30 min	2 hr	Same day

---

📝 Session Output Format

Every session must produce:

## Opportunity Brief
[One-line summary]

## Validation Status
✅/❌ [Criteria] — [Evidence]

## MVP Spec
[What to build, in 3 sentences max]

## Revenue Path
[How it makes money, with numbers]

## Next Action
[Specific, numbered, with deadline]

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Limitations

• This skill generates ideas and specs — actual code execution is a separate step
• Revenue projections are estimates, not guarantees
• No legal or financial advice — recommend professional consultation for complex structures
• System performance depends on API availability and network conditions