#!/usr/bin/env python3 """ Router Skill Generator Creates a router/hub skill that intelligently directs queries to specialized sub-skills. This is used for large documentation sites split into multiple focused skills. """ import json import sys import argparse from pathlib import Path from typing import Dict, List, Any, Tuple class RouterGenerator: """Generates router skills that direct to specialized sub-skills""" def __init__(self, config_paths: List[str], router_name: str = None): self.config_paths = [Path(p) for p in config_paths] self.configs = [self.load_config(p) for p in self.config_paths] self.router_name = router_name or self.infer_router_name() self.base_config = self.configs[0] # Use first as template def load_config(self, path: Path) -> Dict[str, Any]: """Load a config file""" try: with open(path, 'r') as f: return json.load(f) except Exception as e: print(f"❌ Error loading {path}: {e}") sys.exit(1) def infer_router_name(self) -> str: """Infer router name from sub-skill names""" # Find common prefix names = [cfg['name'] for cfg in self.configs] if not names: return "router" # Get common prefix before first dash first_name = names[0] if '-' in first_name: return first_name.split('-')[0] return first_name def extract_routing_keywords(self) -> Dict[str, List[str]]: """Extract keywords for routing to each skill""" routing = {} for config in self.configs: name = config['name'] keywords = [] # Extract from categories if 'categories' in config: keywords.extend(config['categories'].keys()) # Extract from name (part after dash) if '-' in name: skill_topic = name.split('-', 1)[1] keywords.append(skill_topic) routing[name] = keywords return routing def generate_skill_md(self) -> str: """Generate router SKILL.md content""" routing_keywords = self.extract_routing_keywords() skill_md = f"""# {self.router_name.replace('-', ' ').title()} Documentation (Router) ## When to Use This Skill {self.base_config.get('description', f'Use for {self.router_name} development and programming.')} This is a router skill that directs your questions to specialized sub-skills for efficient, focused assistance. ## How It Works This skill analyzes your question and activates the appropriate specialized skill(s): """ # List sub-skills for config in self.configs: name = config['name'] desc = config.get('description', '') # Remove router name prefix from description if present if desc.startswith(f"{self.router_name.title()} -"): desc = desc.split(' - ', 1)[1] skill_md += f"### {name}\n{desc}\n\n" # Routing logic skill_md += """## Routing Logic The router analyzes your question for topic keywords and activates relevant skills: **Keywords → Skills:** """ for skill_name, keywords in routing_keywords.items(): keyword_str = ", ".join(keywords) skill_md += f"- {keyword_str} → **{skill_name}**\n" # Quick reference skill_md += f""" ## Quick Reference For quick answers, this router provides basic overview information. For detailed documentation, the specialized skills contain comprehensive references. ### Getting Started 1. Ask your question naturally - mention the topic area 2. The router will activate the appropriate skill(s) 3. You'll receive focused, detailed answers from specialized documentation ### Examples **Question:** "How do I create a 2D sprite?" **Activates:** {self.router_name}-2d skill **Question:** "GDScript function syntax" **Activates:** {self.router_name}-scripting skill **Question:** "Physics collision handling in 3D" **Activates:** {self.router_name}-3d + {self.router_name}-physics skills ### All Available Skills """ # List all skills for config in self.configs: skill_md += f"- **{config['name']}**\n" skill_md += f""" ## Need Help? Simply ask your question and mention the topic. The router will find the right specialized skill for you! --- *This is a router skill. For complete documentation, see the specialized skills listed above.* """ return skill_md def create_router_config(self) -> Dict[str, Any]: """Create router configuration""" routing_keywords = self.extract_routing_keywords() router_config = { "name": self.router_name, "description": self.base_config.get('description', f'{self.router_name.title()} documentation router'), "base_url": self.base_config['base_url'], "selectors": self.base_config.get('selectors', {}), "url_patterns": self.base_config.get('url_patterns', {}), "rate_limit": self.base_config.get('rate_limit', 0.5), "max_pages": 500, # Router only scrapes overview pages "_router": True, "_sub_skills": [cfg['name'] for cfg in self.configs], "_routing_keywords": routing_keywords } return router_config def generate(self, output_dir: Path = None) -> Tuple[Path, Path]: """Generate router skill and config""" if output_dir is None: output_dir = self.config_paths[0].parent output_dir = Path(output_dir) # Generate SKILL.md skill_md = self.generate_skill_md() skill_path = output_dir.parent / f"output/{self.router_name}/SKILL.md" skill_path.parent.mkdir(parents=True, exist_ok=True) with open(skill_path, 'w') as f: f.write(skill_md) # Generate config router_config = self.create_router_config() config_path = output_dir / f"{self.router_name}.json" with open(config_path, 'w') as f: json.dump(router_config, f, indent=2) return config_path, skill_path def main(): parser = argparse.ArgumentParser( description="Generate router/hub skill for split documentation", formatter_class=argparse.RawDescriptionHelpFormatter, epilog=""" Examples: # Generate router from multiple configs python3 generate_router.py configs/godot-2d.json configs/godot-3d.json configs/godot-scripting.json # Use glob pattern python3 generate_router.py configs/godot-*.json # Custom router name python3 generate_router.py configs/godot-*.json --name godot-hub # Custom output directory python3 generate_router.py configs/godot-*.json --output-dir configs/routers/ """ ) parser.add_argument( 'configs', nargs='+', help='Sub-skill config files' ) parser.add_argument( '--name', help='Router skill name (default: inferred from sub-skills)' ) parser.add_argument( '--output-dir', help='Output directory (default: same as input configs)' ) args = parser.parse_args() # Filter out router configs (avoid recursion) config_files = [] for path_str in args.configs: path = Path(path_str) if path.exists() and not path.stem.endswith('-router'): config_files.append(path_str) if not config_files: print("❌ Error: No valid config files provided") sys.exit(1) print(f"\n{'='*60}") print("ROUTER SKILL GENERATOR") print(f"{'='*60}") print(f"Sub-skills: {len(config_files)}") for cfg in config_files: print(f" - {Path(cfg).stem}") print("") # Generate router generator = RouterGenerator(config_files, args.name) config_path, skill_path = generator.generate(args.output_dir) print(f"✅ Router config created: {config_path}") print(f"✅ Router SKILL.md created: {skill_path}") print("") print(f"{'='*60}") print("NEXT STEPS") print(f"{'='*60}") print(f"1. Review router SKILL.md: {skill_path}") print(f"2. Optionally scrape router (for overview pages):") print(f" python3 cli/doc_scraper.py --config {config_path}") print("3. Package router skill:") print(f" python3 cli/package_skill.py output/{generator.router_name}/") print("4. Upload router + all sub-skills to Claude") print("") if __name__ == "__main__": main()