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