fork-and-skill-scanner-ultimate

每次运行扫描 1,000 个 GitHub 分支。浮出水面，跳过克隆——完全自动化。

# Ultimate Fork and Skill Scanner

**1,000 forks. 3 filters. Only gold reaches your inbox.**

Most forks are exact clones gathering dust. Somewhere in the pile, someone rewrote your auth layer, tripled throughput, or added a feature you hadn't thought of. This skill finds those needles — automatically.

## How It Works

A three-stage funnel keeps costs low and signal high:

1. **Bash Pre-Filter** — Discards inactive and identical forks in seconds. No tokens wasted on dead copies.
2. **Sub-Agent Deep Analysis** — Surviving forks get inspected by parallel agents: diff quality, new patterns, performance changes.
3. **Actionable Report** — Only forks worth your attention make the cut. Delivered to WhatsApp. No noise, no empty summaries.

## Skill Scanner

Reviews 10 ClawHub skills daily. Surfaces top picks, tracks emerging trends, and follows skilled authors to find more of their work.

## What You Get

- Up to 1,000 forks analyzed per run
- Daily skill reviews with trend detection
- Reports only when there's something worth reporting
- Token-efficient by design — bash does the heavy lifting before agents spend a single token

*Clone it. Fork it. Break it. Make it yours.*

👉 Explore the full project: [github.com/globalcaos/clawdbot-moltbot-openclaw](https://github.com/globalcaos/clawdbot-moltbot-openclaw)

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## 中文说明

# 终极分支与技能扫描器

**1,000 个分支。3 道过滤器。只有真金才会送达你的收件箱。**

大多数分支只是积灰的精确克隆。但在这堆分支中的某处，有人重写了你的认证层、将吞吐量提升了三倍，或添加了你未曾想到的功能。本技能能自动找出这些大海捞针般的珍品。

## 工作原理

三阶段漏斗机制让成本保持低位、信号保持高位：

1. **Bash 预过滤** — 在几秒钟内丢弃不活跃和完全相同的分支。不在无效副本上浪费任何 token。
2. **子代理深度分析** — 幸存下来的分支由并行代理检查：差异质量、新模式、性能变化。
3. **可执行报告** — 只有值得你关注的分支才能脱颖而出。通过 WhatsApp 送达。没有噪音，没有空洞的摘要。

## 技能扫描器

每天审阅 10 个 ClawHub 技能。浮现出最佳之选，追踪新兴趋势，并关注优秀作者以发现他们更多的作品。

## 你将获得

- 每次运行最多分析 1,000 个分支
- 带趋势检测的每日技能审阅
- 仅在有值得报告的内容时才生成报告
- 设计上注重 token 效率——在代理花费任何一个 token 之前，由 bash 完成繁重工作

*克隆它。分支它。打破它。让它属于你。*

👉 探索完整项目：[github.com/globalcaos/clawdbot-moltbot-openclaw](https://github.com/globalcaos/clawdbot-moltbot-openclaw)