fork-and-skill-scanner-ultimate

# 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)

# Ultimate Fork and Skill Scanner

Scan GitHub forks and ClawHub skills to discover valuable changes and emerging trends.

## Setup
- **Forks:** Execute as part of your GitHub intelligence module; automate via cron.
- **Skills:** Identify and explore top ClawHub skills.

## Code Layout
- **Skill Code:** Located in `scripts/`
- **Data & Logs:** Track analysis in `data/`
- **Reports:** Auto-generates in `Cron_Tasks/` with detailed insights.

## Key Phases

### Fork Scanner
1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.
2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.
3. **Main Agent Assembly:** Finalize report and insights.
4. **Scheduled Runs:** Mon/Thu.

### Skill Scanner
1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.
2. **In-Depth Author Scan:** Check top author’s other skills.
3. **Compile Insights:** Lay practical improvement steps.

## Continuous Improvement
- Integrate learnings into day-to-day operations.
- Continually update skill interests, reflecting evolving needs.

For more information and advanced configurations, please refer to the META or detailed execution recipes in the skill package.