The Universal Perceptual Interface for Autonomous Agents. Multi-modal deep-scan technology for telemetry, biometric data, and high-density information extraction.
Scanned 9/9/2026
Install to Claude Code
npx -y skills add Lord1Egypt/awesome-skill-forge --skill scan --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: scan
description: >
The Universal Perceptual Interface for Autonomous Agents. Multi-modal
deep-scan technology for telemetry, biometric data, and high-density
information extraction.
---
# SCAN: The Sensory Foundation
## I. The Perception Gap
An agent is only as intelligent as its input. **Scan** provides the standardized interface for ingesting raw reality—whether it’s a VCF genomic file, a complex codebase, or a legal docket—and converting it into actionable semantic vectors.
## II. Perceptual Domains
```SCAN_MATRIX = {
"biometric": "Deep genomic and physiological marker extraction (DNA/RNA-Seq)",
"forensic": "Packet-level network analysis and automated code vulnerability detection",
"semantic": "Hyper-speed document ingestion for high-stakes litigation review",
"spatial": "LiDAR and visual environmental mapping for physical robotic agents"
}```
## III. Real-time Inference
Scan doesn't just "see"; it **contextualizes**. Every byte ingested is immediately cross-referenced against the agent's internal knowledge graph to identify anomalies, risks, and opportunities in sub-millisecond cycles.
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Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.