Autonomous Revenue Machine

💰 Autonomous Revenue Machine

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

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🎯 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

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⚡ Hard Gate (Must Confirm Before Proceeding)

You MUST present a Revenue Brief before touching any code:

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

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

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🔁 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

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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

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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: 3% paid → strong opportunity
  FAIL:                    │
│  Next Milestone: ¥X                             │
│  Days to Break Even: X                          │
└─────────────────────────────────────────────────┘

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🚫 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.

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🛠️ 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 |

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⚡ 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 |

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📝 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

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: taoma888
• Source: taoma888/awesome-ai-skills
• License: MIT

Install and usage instructions live in the source repository linked above.