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claude-code

Skills flow

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

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/bvinci1-design/flow" ~/.claude/skills/clawdbot-skills-flow-37e2ab && rm -rf "$T"
manifest: skills/bvinci1-design/flow/SKILL.md
source content

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