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AI副业真假鉴别器
by
freedompixels
· GitHub ↗
· v1.0.0
· MIT-0
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Install in OpenClaw
/install ai-hustle-checker
Description
AI副业真伪鉴别工具。帮你识别AI副业项目/课程/机会到底是真是假。 当用户说"AI副业靠谱吗"、"这个课值不值"、"AI赚钱是不是骗人的"、"帮我看看这个副业"时触发。 Keywords: AI副业, 副业, 赚钱, 割韭菜, 骗局, 识别骗术, 副业真伪, 副业避坑.
README (SKILL.md)
AI副业真伪鉴别器
帮你识别AI副业项目/课程/机会的真实性，避免被割韭菜。
核心功能
1. 副业机会鉴别
分析副业项目的真实可行性，给出可信度评分
2. 常见骗局识别
检测割韭菜特征：夸大收益、贩卖焦虑、课程套路
3. 机会评估
分析具体项目的能力要求、资源投入、预期收益
4. 避坑指南
识别高风险信号，给出替代建议
使用方式
# 交互式鉴别
python3 scripts/hustle_checker.py
# 快速评估
python3 scripts/hustle_checker.py --project "用AI写小红书月入过万"
# 课程鉴别
python3 scripts/hustle_checker.py --course "某AI副业训练营"
# 批量检测关键词
python3 scripts/hustle_checker.py --scan "月入十万 AI副业"
鉴别逻辑
可信度评分（0-100）
| 分值 | 评级 | 说明 |
|---|---|---|
| 80-100 | 🟢 真实机会 | 有真实案例，需付出努力 |
| 60-79 | 🟡 需谨慎 | 有可行空间，但存在夸大 |
| 40-59 | 🟠 高风险 | 多数是坑，少数有真实价值 |
| 0-39 | 🔴 基本骗局 | 典型的割韭菜项目 |
典型骗术特征
🔴 割韭菜红灯
- "零基础、月入过万" 同时出现
- "普通人也能做" + 高收益承诺
- 只展示成功案例，无失败率
- 需要先买课/买工具/发展下线
- 强调"限量"、"即将涨价"
🟢 真实机会特征
- 有明确的能力要求说明
- 客观描述收益周期（通常3-6个月起）
- 有具体执行步骤和工具清单
- 愿意公开真实数据和案例
- 有退款/保障机制
输出示例
🔎 AI副业真伪鉴别报告
━━━━━━━━━━━━━━━━━━━━
项目：用AI写小红书月入过万
📊 可信度评分：52/100（🟠 高风险）
⚠️ 风险点：
🔴 收益承诺过高（"过万"无依据）
🔴 强调"普通人"但无门槛要求
🟡 变现路径不清晰
🟡 竞争激烈程度未提及
✅ 真实成分：
🟢 AI辅助内容生产逻辑可行
🟢 小红书平台真实有流量
💡 修正后评估：
新手用AI辅助做小红书，月入1000-3000元
是可能的，但需要3-6个月积累期
Usage Guidance
This skill is a rule-based text analyzer (regex lists, scoring) that runs locally and does not request credentials or network access in the visible code. It's coherent and safe to try, but keep in mind: (1) it's heuristic — false positives/negatives are possible, so don't treat the output as definitive legal or financial advice; (2) the repository/homepage is unknown, so review or run the script in a sandbox if you want extra assurance; (3) the provided file content was truncated in the prompt's tail — if you plan to run it, inspect the entire script for any hidden network calls or unexpected behavior before executing.
Capability Analysis
Type: OpenClaw Skill
Name: ai-hustle-checker
Version: 1.0.0
The skill bundle is a legitimate tool designed to analyze and score the credibility of AI-related side hustle opportunities using a rule-based regex engine. The code in scripts/hustle_checker.py is transparent, uses only standard libraries, and lacks any indicators of data exfiltration, malicious execution, or unauthorized access. All instructions in SKILL.md are aligned with the stated purpose of helping users avoid scams.
Capability Assessment
Purpose & Capability
Name/description match the included SKILL.md and the Python analyzer. The code implements regex-based red/green flag detection, scoring, and reporting — exactly what a side-hustle credibility checker would need.
Instruction Scope
Runtime instructions and the script focus on analyzing text for scam indicators and producing reports. They do not reference unrelated files, system paths, or external endpoints, nor do they ask the agent to collect other system data.
Install Mechanism
There is no install spec and no external downloads; the skill is instruction+script only. Nothing is written to disk by an installer beyond the provided script itself.
Credentials
The skill requires no environment variables, no credentials, and no config paths. The requested permissions are proportional to the stated purpose.
Persistence & Privilege
always is false and model invocation is allowed (the platform default). The skill does not request persistent system-level privileges or attempt to modify other skills or global agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-hustle-checker - After installation, invoke the skill by name or use
/ai-hustle-checker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
v1.0.0: AI副业可信度评分 + 常见骗局识别
Metadata
Frequently Asked Questions
What is AI副业真假鉴别器?
AI副业真伪鉴别工具。帮你识别AI副业项目/课程/机会到底是真是假。 当用户说"AI副业靠谱吗"、"这个课值不值"、"AI赚钱是不是骗人的"、"帮我看看这个副业"时触发。 Keywords: AI副业, 副业, 赚钱, 割韭菜, 骗局, 识别骗术, 副业真伪, 副业避坑. It is an AI Agent Skill for Claude Code / OpenClaw, with 91 downloads so far.
How do I install AI副业真假鉴别器?
Run "/install ai-hustle-checker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AI副业真假鉴别器 free?
Yes, AI副业真假鉴别器 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does AI副业真假鉴别器 support?
AI副业真假鉴别器 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AI副业真假鉴别器?
It is built and maintained by freedompixels (@freedompixels); the current version is v1.0.0.
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