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flow

Intelligent skill orchestrator that compiles natural language requests into secure, reusable workflows

The English summary is being prepared. Showing the original description.

sundial-org/awesome-openclaw-skills671 stars(GitHub 671 + cccskills 0)

Run score Not tested

See how to install

Files included (9)

  • SKILL.md2.0 KB
  • flow.py9.8 KB
  • natural_language_parser.py10.3 KB
  • README.md3.8 KB
  • requirements.txt260 B
  • skill_composer.py9.8 KB
  • skill_registry.py10.5 KB
  • skill_scanner_integration.py12.2 KB
  • streamlit_ui.py10.3 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

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

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