# Autonomous Revenue Machine > 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. - Skill: `taoma888/autonomous-revenue-machine` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add taoma888/autonomous-revenue-machine` - Raw SKILL.md: https://api.skillmd.com/api/skills/taoma888/autonomous-revenue-machine/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Finance & Business - Author: taoma888 (https://skillmd.com/u/taoma888) - Updated: 2026-09-22 - Page: https://skillmd.com/skills/taoma888/autonomous-revenue-machine --- # 💰 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: ║ ║ Target Income: <¥X/month> ║ ║ 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.** --- ## 🔁 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: │ │ 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: ```markdown ## 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] ``` --- ## 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