flow（flow 命令行）

summary: Intelligent skill orchestrator that compiles natural language requests into secure, reusable workflows tags: - automation - workflow - nlp - security - orchestration - skill-builder - clawdbot - mcp

Flow

Intelligent Skill Orchestrator for Clawdbot/MCP - compose natural language requests into secure, reusable FLOW skills.

Capabilities

• Parse natural language build requests
• Search skill registry for reusable components
• Security scan all skills before composition
• Compile multiple skills into unified FLOW
• Track skill usage for intelligent reuse
• Dependency resolution with topological sorting

How It Works

1. Natural Language Input: Describe what you want to build
2. Intent Parsing: Extract capabilities, tags, and execution steps
3. Registry Search: Find existing skills that match requirements
4. Security Scan: Check all components for malicious patterns
5. Composition: Merge skills into single executable FLOW
6. Registration: Save new FLOW for future reuse

Usage

Interactive Mode

python flow.py
Flow> Build a web scraper that extracts prices and saves to CSV

CLI Mode

python flow.py "Create an automation that monitors API endpoints"

List Skills

python flow.py --list

Security Features

• Code execution detection (eval, exec)
• Data exfiltration pattern matching
• Crypto mining indicator scanning
• System modification attempt detection
• AST-based code analysis
• Obfuscation detection

Architecture

• flow.py - Main orchestrator
• natural_language_parser.py - NLP for user intent
• skill_registry.py - Reusable skill database
• skill_scanner_integration.py - Security scanning
• skill_composer.py - Compiles skills into FLOW

Requirements

• Python 3.8+
• No external dependencies for core functionality

Author

@bvinci1-design