ultimate-fork-and-skill-scanner

# Ultimate Fork and Skill Scanner

## Overview

Automate the discovery and analysis of community innovations:
- **Fork Scanner:** Analyze up to 1,000 GitHub forks per run with efficient pre-filter and sub-agent fan-out strategy.
- **Skill Scanner:** Review 10 skills daily, integrate top picks, and explore other works by skilled authors.

## Features

- **Bash Pre-Filter:** Automatically discard inactive forks, saving tokens for relevant analyses.
- **Insight Generator:** Capture immediate performance changes, new git/skill trends, and unexpected discoveries.
- **WhatsApp-Friendly Reports:** Deliver top findings only if actionable items are discovered.

## Usage

Automate with crons or run ad-hoc, focusing on relevance and value:
1. Setup your daily cron for continuous scanning.
2. Configure skill interests to align insights with your needs.

## Documentation

Follow the embedded README within the skill for setup and configuration.
Refer to Crontasks folder within the skill directory for detailed execution examples.

# 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.