Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add taoma888/awesome-ai-skills --skill autonomous-revenue-machinegit clone --depth 1 https://github.com/taoma888/awesome-ai-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/taoma888/awesome-ai-skills/autonomous-revenue-machine)<a href="https://agentmods.dev/skills/taoma888/awesome-ai-skills/autonomous-revenue-machine"><img src="https://agentmods.dev/badge/skills/taoma888/awesome-ai-skills/autonomous-revenue-machine/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/taoma888/awesome-ai-skills/autonomous-revenue-machine"><img src="https://agentmods.dev/badge/skills/taoma888/awesome-ai-skills/autonomous-revenue-machine.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00048 | $0.02198 |
| Opus 5.5 | $0.00019 | $0.00879 |
| Sonnet 5.5 | $0.00010 | $0.00440 |
| Haiku 4.5 | $0.00005 | $0.00220 |
Grade A, and why
autonomous-revenue-machine scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 283 lines — stays where its author put it; the contents beside it link to each section on GitHub.
💰 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 |
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 283 lines · 48 tokens per session scan A 1b8b54df7c92
autonomous-revenue-machine is a skill published in the GitHub repository taoma888/awesome-ai-skills (8 stars, last pushed 6mo ago), licensed MIT. It adds 48 tokens to every session and 2,198 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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