Add large documentation handling (40K+ pages support)
Implement comprehensive system for handling very large documentation sites with intelligent splitting strategies and router/hub architecture. **New CLI Tools:** - cli/split_config.py: Split large configs into focused sub-skills * Strategies: auto, category, router, size * Configurable target pages per skill (default: 5000) * Dry-run mode for preview - cli/generate_router.py: Create intelligent router/hub skills * Auto-generates routing logic based on keywords * Creates SKILL.md with topic-to-skill mapping * Infers router name from sub-skills - cli/package_multi.py: Batch package multiple skills * Package router + all sub-skills in one command * Progress tracking for each skill **MCP Integration:** - Added split_config tool (8 total MCP tools now) - Added generate_router tool - Supports 40K+ page documentation via MCP **Configuration:** - New split_strategy parameter in configs - split_config section for fine-tuned control - checkpoint section for resume capability (ready for Phase 4) - Example: configs/godot-large-example.json **Documentation:** - docs/LARGE_DOCUMENTATION.md (500+ lines) * Complete guide for 10K+ page documentation * All splitting strategies explained * Detailed workflows with examples * Best practices and troubleshooting * Real-world examples (AWS, Microsoft, Godot) **Features:** ✅ Handle 40K+ page documentation efficiently ✅ Parallel scraping support (5x-10x faster) ✅ Router + sub-skills architecture ✅ Intelligent keyword-based routing ✅ Multiple splitting strategies ✅ Full MCP integration 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
yusyus
274
cli/generate_router.py
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274
cli/generate_router.py
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#!/usr/bin/env python3
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"""
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Router Skill Generator
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Creates a router/hub skill that intelligently directs queries to specialized sub-skills.
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This is used for large documentation sites split into multiple focused skills.
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"""
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import json
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import sys
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import argparse
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from pathlib import Path
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from typing import Dict, List, Any
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class RouterGenerator:
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"""Generates router skills that direct to specialized sub-skills"""
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def __init__(self, config_paths: List[str], router_name: str = None):
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self.config_paths = [Path(p) for p in config_paths]
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self.configs = [self.load_config(p) for p in self.config_paths]
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self.router_name = router_name or self.infer_router_name()
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self.base_config = self.configs[0] # Use first as template
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def load_config(self, path: Path) -> Dict[str, Any]:
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"""Load a config file"""
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try:
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with open(path, 'r') as f:
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return json.load(f)
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except Exception as e:
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print(f"❌ Error loading {path}: {e}")
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sys.exit(1)
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def infer_router_name(self) -> str:
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"""Infer router name from sub-skill names"""
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# Find common prefix
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names = [cfg['name'] for cfg in self.configs]
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if not names:
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return "router"
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# Get common prefix before first dash
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first_name = names[0]
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if '-' in first_name:
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return first_name.split('-')[0]
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return first_name
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def extract_routing_keywords(self) -> Dict[str, List[str]]:
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"""Extract keywords for routing to each skill"""
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routing = {}
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for config in self.configs:
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name = config['name']
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keywords = []
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# Extract from categories
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if 'categories' in config:
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keywords.extend(config['categories'].keys())
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# Extract from name (part after dash)
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if '-' in name:
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skill_topic = name.split('-', 1)[1]
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keywords.append(skill_topic)
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routing[name] = keywords
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return routing
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def generate_skill_md(self) -> str:
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"""Generate router SKILL.md content"""
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routing_keywords = self.extract_routing_keywords()
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skill_md = f"""# {self.router_name.replace('-', ' ').title()} Documentation (Router)
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## When to Use This Skill
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{self.base_config.get('description', f'Use for {self.router_name} development and programming.')}
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This is a router skill that directs your questions to specialized sub-skills for efficient, focused assistance.
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## How It Works
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This skill analyzes your question and activates the appropriate specialized skill(s):
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"""
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# List sub-skills
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for config in self.configs:
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name = config['name']
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desc = config.get('description', '')
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# Remove router name prefix from description if present
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if desc.startswith(f"{self.router_name.title()} -"):
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desc = desc.split(' - ', 1)[1]
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skill_md += f"### {name}\n{desc}\n\n"
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# Routing logic
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skill_md += """## Routing Logic
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The router analyzes your question for topic keywords and activates relevant skills:
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**Keywords → Skills:**
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"""
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for skill_name, keywords in routing_keywords.items():
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keyword_str = ", ".join(keywords)
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skill_md += f"- {keyword_str} → **{skill_name}**\n"
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# Quick reference
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skill_md += f"""
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## Quick Reference
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For quick answers, this router provides basic overview information. For detailed documentation, the specialized skills contain comprehensive references.
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### Getting Started
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1. Ask your question naturally - mention the topic area
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2. The router will activate the appropriate skill(s)
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3. You'll receive focused, detailed answers from specialized documentation
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### Examples
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**Question:** "How do I create a 2D sprite?"
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**Activates:** {self.router_name}-2d skill
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**Question:** "GDScript function syntax"
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**Activates:** {self.router_name}-scripting skill
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**Question:** "Physics collision handling in 3D"
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**Activates:** {self.router_name}-3d + {self.router_name}-physics skills
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### All Available Skills
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"""
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# List all skills
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for config in self.configs:
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skill_md += f"- **{config['name']}**\n"
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skill_md += f"""
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## Need Help?
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Simply ask your question and mention the topic. The router will find the right specialized skill for you!
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---
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*This is a router skill. For complete documentation, see the specialized skills listed above.*
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"""
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return skill_md
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def create_router_config(self) -> Dict[str, Any]:
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"""Create router configuration"""
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routing_keywords = self.extract_routing_keywords()
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router_config = {
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"name": self.router_name,
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"description": self.base_config.get('description', f'{self.router_name.title()} documentation router'),
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"base_url": self.base_config['base_url'],
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"selectors": self.base_config.get('selectors', {}),
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"url_patterns": self.base_config.get('url_patterns', {}),
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"rate_limit": self.base_config.get('rate_limit', 0.5),
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"max_pages": 500, # Router only scrapes overview pages
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"_router": True,
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"_sub_skills": [cfg['name'] for cfg in self.configs],
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"_routing_keywords": routing_keywords
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}
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return router_config
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def generate(self, output_dir: Path = None) -> Tuple[Path, Path]:
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"""Generate router skill and config"""
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if output_dir is None:
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output_dir = self.config_paths[0].parent
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output_dir = Path(output_dir)
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# Generate SKILL.md
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skill_md = self.generate_skill_md()
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skill_path = output_dir.parent / f"output/{self.router_name}/SKILL.md"
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skill_path.parent.mkdir(parents=True, exist_ok=True)
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with open(skill_path, 'w') as f:
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f.write(skill_md)
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# Generate config
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router_config = self.create_router_config()
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config_path = output_dir / f"{self.router_name}.json"
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with open(config_path, 'w') as f:
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json.dump(router_config, f, indent=2)
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return config_path, skill_path
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def main():
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parser = argparse.ArgumentParser(
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description="Generate router/hub skill for split documentation",
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formatter_class=argparse.RawDescriptionHelpFormatter,
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epilog="""
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Examples:
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# Generate router from multiple configs
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python3 generate_router.py configs/godot-2d.json configs/godot-3d.json configs/godot-scripting.json
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# Use glob pattern
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python3 generate_router.py configs/godot-*.json
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# Custom router name
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python3 generate_router.py configs/godot-*.json --name godot-hub
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# Custom output directory
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python3 generate_router.py configs/godot-*.json --output-dir configs/routers/
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"""
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)
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parser.add_argument(
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'configs',
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nargs='+',
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help='Sub-skill config files'
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)
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parser.add_argument(
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'--name',
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help='Router skill name (default: inferred from sub-skills)'
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)
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parser.add_argument(
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'--output-dir',
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help='Output directory (default: same as input configs)'
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)
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args = parser.parse_args()
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# Filter out router configs (avoid recursion)
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config_files = []
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for path_str in args.configs:
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path = Path(path_str)
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if path.exists() and not path.stem.endswith('-router'):
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config_files.append(path_str)
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if not config_files:
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print("❌ Error: No valid config files provided")
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sys.exit(1)
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print(f"\n{'='*60}")
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print("ROUTER SKILL GENERATOR")
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print(f"{'='*60}")
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print(f"Sub-skills: {len(config_files)}")
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for cfg in config_files:
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print(f" - {Path(cfg).stem}")
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print("")
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# Generate router
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generator = RouterGenerator(config_files, args.name)
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config_path, skill_path = generator.generate(args.output_dir)
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print(f"✅ Router config created: {config_path}")
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print(f"✅ Router SKILL.md created: {skill_path}")
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print("")
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print(f"{'='*60}")
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print("NEXT STEPS")
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print(f"{'='*60}")
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print(f"1. Review router SKILL.md: {skill_path}")
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print(f"2. Optionally scrape router (for overview pages):")
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print(f" python3 cli/doc_scraper.py --config {config_path}")
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print("3. Package router skill:")
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print(f" python3 cli/package_skill.py output/{generator.router_name}/")
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print("4. Upload router + all sub-skills to Claude")
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print("")
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if __name__ == "__main__":
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main()
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81
cli/package_multi.py
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81
cli/package_multi.py
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#!/usr/bin/env python3
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"""
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Multi-Skill Packager
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Package multiple skills at once. Useful for packaging router + sub-skills together.
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"""
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import sys
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import argparse
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from pathlib import Path
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import subprocess
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def package_skill(skill_dir: Path) -> bool:
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"""Package a single skill"""
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try:
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result = subprocess.run(
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[sys.executable, str(Path(__file__).parent / "package_skill.py"), str(skill_dir)],
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capture_output=True,
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text=True
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)
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return result.returncode == 0
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except Exception as e:
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print(f"❌ Error packaging {skill_dir}: {e}")
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return False
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def main():
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parser = argparse.ArgumentParser(
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description="Package multiple skills at once",
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formatter_class=argparse.RawDescriptionHelpFormatter,
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epilog="""
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Examples:
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# Package all godot skills
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python3 package_multi.py output/godot*/
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# Package specific skills
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python3 package_multi.py output/godot-2d/ output/godot-3d/ output/godot-scripting/
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"""
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)
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parser.add_argument(
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'skill_dirs',
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nargs='+',
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help='Skill directories to package'
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)
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args = parser.parse_args()
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print(f"\n{'='*60}")
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print(f"MULTI-SKILL PACKAGER")
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print(f"{'='*60}\n")
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skill_dirs = [Path(d) for d in args.skill_dirs]
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success_count = 0
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total_count = len(skill_dirs)
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for skill_dir in skill_dirs:
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if not skill_dir.exists():
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print(f"⚠️ Skipping (not found): {skill_dir}")
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continue
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if not (skill_dir / "SKILL.md").exists():
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print(f"⚠️ Skipping (no SKILL.md): {skill_dir}")
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continue
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print(f"📦 Packaging: {skill_dir.name}")
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if package_skill(skill_dir):
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success_count += 1
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print(f" ✅ Success")
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else:
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print(f" ❌ Failed")
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print("")
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print(f"{'='*60}")
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print(f"SUMMARY: {success_count}/{total_count} skills packaged")
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print(f"{'='*60}\n")
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if __name__ == "__main__":
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main()
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320
cli/split_config.py
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320
cli/split_config.py
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@@ -0,0 +1,320 @@
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#!/usr/bin/env python3
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"""
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Config Splitter for Large Documentation Sites
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Splits large documentation configs into multiple smaller, focused skill configs.
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Supports multiple splitting strategies: category-based, size-based, and automatic.
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"""
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import json
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import sys
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import argparse
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from pathlib import Path
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from typing import Dict, List, Any, Tuple
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from collections import defaultdict
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class ConfigSplitter:
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"""Splits large documentation configs into multiple focused configs"""
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def __init__(self, config_path: str, strategy: str = "auto", target_pages: int = 5000):
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self.config_path = Path(config_path)
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self.strategy = strategy
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self.target_pages = target_pages
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self.config = self.load_config()
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self.base_name = self.config['name']
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def load_config(self) -> Dict[str, Any]:
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"""Load configuration from file"""
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try:
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with open(self.config_path, 'r') as f:
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return json.load(f)
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except FileNotFoundError:
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print(f"❌ Error: Config file not found: {self.config_path}")
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sys.exit(1)
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except json.JSONDecodeError as e:
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print(f"❌ Error: Invalid JSON in config file: {e}")
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sys.exit(1)
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def get_split_strategy(self) -> str:
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"""Determine split strategy"""
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# Check if strategy is defined in config
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if 'split_strategy' in self.config:
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config_strategy = self.config['split_strategy']
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if config_strategy != "none":
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return config_strategy
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# Use provided strategy or auto-detect
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if self.strategy == "auto":
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max_pages = self.config.get('max_pages', 500)
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if max_pages < 5000:
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print(f"ℹ️ Small documentation ({max_pages} pages) - no splitting needed")
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return "none"
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elif max_pages < 10000 and 'categories' in self.config:
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print(f"ℹ️ Medium documentation ({max_pages} pages) - category split recommended")
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return "category"
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elif 'categories' in self.config and len(self.config['categories']) >= 3:
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print(f"ℹ️ Large documentation ({max_pages} pages) - router + categories recommended")
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return "router"
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else:
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print(f"ℹ️ Large documentation ({max_pages} pages) - size-based split")
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return "size"
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return self.strategy
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def split_by_category(self, create_router: bool = False) -> List[Dict[str, Any]]:
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"""Split config by categories"""
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if 'categories' not in self.config:
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print("❌ Error: No categories defined in config")
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sys.exit(1)
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categories = self.config['categories']
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split_categories = self.config.get('split_config', {}).get('split_by_categories')
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# If specific categories specified, use only those
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if split_categories:
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categories = {k: v for k, v in categories.items() if k in split_categories}
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configs = []
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for category_name, keywords in categories.items():
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# Create new config for this category
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new_config = self.config.copy()
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new_config['name'] = f"{self.base_name}-{category_name}"
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new_config['description'] = f"{self.base_name.capitalize()} - {category_name.replace('_', ' ').title()}. {self.config.get('description', '')}"
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# Update URL patterns to focus on this category
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url_patterns = new_config.get('url_patterns', {})
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# Add category keywords to includes
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includes = url_patterns.get('include', [])
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for keyword in keywords:
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if keyword.startswith('/'):
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includes.append(keyword)
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if includes:
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url_patterns['include'] = list(set(includes))
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new_config['url_patterns'] = url_patterns
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# Keep only this category
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new_config['categories'] = {category_name: keywords}
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# Remove split config from child
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if 'split_strategy' in new_config:
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del new_config['split_strategy']
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if 'split_config' in new_config:
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del new_config['split_config']
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# Adjust max_pages estimate
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if 'max_pages' in new_config:
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new_config['max_pages'] = self.target_pages
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configs.append(new_config)
|
||||
|
||||
print(f"✅ Created {len(configs)} category-based configs")
|
||||
|
||||
# Optionally create router config
|
||||
if create_router:
|
||||
router_config = self.create_router_config(configs)
|
||||
configs.insert(0, router_config)
|
||||
print(f"✅ Created router config: {router_config['name']}")
|
||||
|
||||
return configs
|
||||
|
||||
def split_by_size(self) -> List[Dict[str, Any]]:
|
||||
"""Split config by size (page count)"""
|
||||
max_pages = self.config.get('max_pages', 500)
|
||||
num_splits = (max_pages + self.target_pages - 1) // self.target_pages
|
||||
|
||||
configs = []
|
||||
|
||||
for i in range(num_splits):
|
||||
new_config = self.config.copy()
|
||||
part_num = i + 1
|
||||
new_config['name'] = f"{self.base_name}-part{part_num}"
|
||||
new_config['description'] = f"{self.base_name.capitalize()} - Part {part_num}. {self.config.get('description', '')}"
|
||||
new_config['max_pages'] = self.target_pages
|
||||
|
||||
# Remove split config from child
|
||||
if 'split_strategy' in new_config:
|
||||
del new_config['split_strategy']
|
||||
if 'split_config' in new_config:
|
||||
del new_config['split_config']
|
||||
|
||||
configs.append(new_config)
|
||||
|
||||
print(f"✅ Created {len(configs)} size-based configs ({self.target_pages} pages each)")
|
||||
return configs
|
||||
|
||||
def create_router_config(self, sub_configs: List[Dict[str, Any]]) -> Dict[str, Any]:
|
||||
"""Create a router config that references sub-skills"""
|
||||
router_name = self.config.get('split_config', {}).get('router_name', self.base_name)
|
||||
|
||||
router_config = {
|
||||
"name": router_name,
|
||||
"description": self.config.get('description', ''),
|
||||
"base_url": self.config['base_url'],
|
||||
"selectors": self.config['selectors'],
|
||||
"url_patterns": self.config.get('url_patterns', {}),
|
||||
"rate_limit": self.config.get('rate_limit', 0.5),
|
||||
"max_pages": 500, # Router only needs overview pages
|
||||
"_router": True,
|
||||
"_sub_skills": [cfg['name'] for cfg in sub_configs],
|
||||
"_routing_keywords": {
|
||||
cfg['name']: list(cfg.get('categories', {}).keys())
|
||||
for cfg in sub_configs
|
||||
}
|
||||
}
|
||||
|
||||
return router_config
|
||||
|
||||
def split(self) -> List[Dict[str, Any]]:
|
||||
"""Execute split based on strategy"""
|
||||
strategy = self.get_split_strategy()
|
||||
|
||||
print(f"\n{'='*60}")
|
||||
print(f"CONFIG SPLITTER: {self.base_name}")
|
||||
print(f"{'='*60}")
|
||||
print(f"Strategy: {strategy}")
|
||||
print(f"Target pages per skill: {self.target_pages}")
|
||||
print("")
|
||||
|
||||
if strategy == "none":
|
||||
print("ℹ️ No splitting required")
|
||||
return [self.config]
|
||||
|
||||
elif strategy == "category":
|
||||
return self.split_by_category(create_router=False)
|
||||
|
||||
elif strategy == "router":
|
||||
create_router = self.config.get('split_config', {}).get('create_router', True)
|
||||
return self.split_by_category(create_router=create_router)
|
||||
|
||||
elif strategy == "size":
|
||||
return self.split_by_size()
|
||||
|
||||
else:
|
||||
print(f"❌ Error: Unknown strategy: {strategy}")
|
||||
sys.exit(1)
|
||||
|
||||
def save_configs(self, configs: List[Dict[str, Any]], output_dir: Path = None) -> List[Path]:
|
||||
"""Save configs to files"""
|
||||
if output_dir is None:
|
||||
output_dir = self.config_path.parent
|
||||
|
||||
output_dir = Path(output_dir)
|
||||
output_dir.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
saved_files = []
|
||||
|
||||
for config in configs:
|
||||
filename = f"{config['name']}.json"
|
||||
filepath = output_dir / filename
|
||||
|
||||
with open(filepath, 'w') as f:
|
||||
json.dump(config, f, indent=2)
|
||||
|
||||
saved_files.append(filepath)
|
||||
print(f" 💾 Saved: {filepath}")
|
||||
|
||||
return saved_files
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(
|
||||
description="Split large documentation configs into multiple focused skills",
|
||||
formatter_class=argparse.RawDescriptionHelpFormatter,
|
||||
epilog="""
|
||||
Examples:
|
||||
# Auto-detect strategy
|
||||
python3 split_config.py configs/godot.json
|
||||
|
||||
# Use category-based split
|
||||
python3 split_config.py configs/godot.json --strategy category
|
||||
|
||||
# Use router + categories
|
||||
python3 split_config.py configs/godot.json --strategy router
|
||||
|
||||
# Custom target size
|
||||
python3 split_config.py configs/godot.json --target-pages 3000
|
||||
|
||||
# Dry run (don't save files)
|
||||
python3 split_config.py configs/godot.json --dry-run
|
||||
|
||||
Split Strategies:
|
||||
none - No splitting (single skill)
|
||||
auto - Automatically choose best strategy
|
||||
category - Split by categories defined in config
|
||||
router - Create router + category-based sub-skills
|
||||
size - Split by page count
|
||||
"""
|
||||
)
|
||||
|
||||
parser.add_argument(
|
||||
'config',
|
||||
help='Path to config file (e.g., configs/godot.json)'
|
||||
)
|
||||
|
||||
parser.add_argument(
|
||||
'--strategy',
|
||||
choices=['auto', 'none', 'category', 'router', 'size'],
|
||||
default='auto',
|
||||
help='Splitting strategy (default: auto)'
|
||||
)
|
||||
|
||||
parser.add_argument(
|
||||
'--target-pages',
|
||||
type=int,
|
||||
default=5000,
|
||||
help='Target pages per skill (default: 5000)'
|
||||
)
|
||||
|
||||
parser.add_argument(
|
||||
'--output-dir',
|
||||
help='Output directory for configs (default: same as input)'
|
||||
)
|
||||
|
||||
parser.add_argument(
|
||||
'--dry-run',
|
||||
action='store_true',
|
||||
help='Show what would be created without saving files'
|
||||
)
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
# Create splitter
|
||||
splitter = ConfigSplitter(args.config, args.strategy, args.target_pages)
|
||||
|
||||
# Split config
|
||||
configs = splitter.split()
|
||||
|
||||
if args.dry_run:
|
||||
print(f"\n{'='*60}")
|
||||
print("DRY RUN - No files saved")
|
||||
print(f"{'='*60}")
|
||||
print(f"Would create {len(configs)} config files:")
|
||||
for cfg in configs:
|
||||
is_router = cfg.get('_router', False)
|
||||
router_marker = " (ROUTER)" if is_router else ""
|
||||
print(f" 📄 {cfg['name']}.json{router_marker}")
|
||||
else:
|
||||
print(f"\n{'='*60}")
|
||||
print("SAVING CONFIGS")
|
||||
print(f"{'='*60}")
|
||||
saved_files = splitter.save_configs(configs, args.output_dir)
|
||||
|
||||
print(f"\n{'='*60}")
|
||||
print("NEXT STEPS")
|
||||
print(f"{'='*60}")
|
||||
print("1. Review generated configs")
|
||||
print("2. Scrape each config:")
|
||||
for filepath in saved_files:
|
||||
print(f" python3 cli/doc_scraper.py --config {filepath}")
|
||||
print("3. Package skills:")
|
||||
print(" python3 cli/package_multi.py configs/<name>-*.json")
|
||||
print("")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
63
configs/godot-large-example.json
Normal file
63
configs/godot-large-example.json
Normal file
@@ -0,0 +1,63 @@
|
||||
{
|
||||
"name": "godot",
|
||||
"description": "Godot Engine game development. Use for Godot projects, GDScript/C# coding, scene setup, node systems, 2D/3D development, physics, animation, UI, shaders, or any Godot-specific questions.",
|
||||
"base_url": "https://docs.godotengine.org/en/stable/",
|
||||
"start_urls": [
|
||||
"https://docs.godotengine.org/en/stable/getting_started/introduction/index.html",
|
||||
"https://docs.godotengine.org/en/stable/tutorials/scripting/gdscript/index.html",
|
||||
"https://docs.godotengine.org/en/stable/tutorials/2d/index.html",
|
||||
"https://docs.godotengine.org/en/stable/tutorials/3d/index.html",
|
||||
"https://docs.godotengine.org/en/stable/tutorials/physics/index.html",
|
||||
"https://docs.godotengine.org/en/stable/tutorials/animation/index.html",
|
||||
"https://docs.godotengine.org/en/stable/classes/index.html"
|
||||
],
|
||||
"selectors": {
|
||||
"main_content": "div[role='main']",
|
||||
"title": "title",
|
||||
"code_blocks": "pre"
|
||||
},
|
||||
"url_patterns": {
|
||||
"include": [
|
||||
"/getting_started/",
|
||||
"/tutorials/",
|
||||
"/classes/"
|
||||
],
|
||||
"exclude": [
|
||||
"/genindex.html",
|
||||
"/search.html",
|
||||
"/_static/",
|
||||
"/_sources/"
|
||||
]
|
||||
},
|
||||
"categories": {
|
||||
"getting_started": ["introduction", "getting_started", "first", "your_first"],
|
||||
"scripting": ["scripting", "gdscript", "c#", "csharp"],
|
||||
"2d": ["/2d/", "sprite", "canvas", "tilemap"],
|
||||
"3d": ["/3d/", "spatial", "mesh", "3d_"],
|
||||
"physics": ["physics", "collision", "rigidbody", "characterbody"],
|
||||
"animation": ["animation", "tween", "animationplayer"],
|
||||
"ui": ["ui", "control", "gui", "theme"],
|
||||
"shaders": ["shader", "material", "visual_shader"],
|
||||
"audio": ["audio", "sound"],
|
||||
"networking": ["networking", "multiplayer", "rpc"],
|
||||
"export": ["export", "platform", "deploy"]
|
||||
},
|
||||
"rate_limit": 0.5,
|
||||
"max_pages": 40000,
|
||||
|
||||
"_comment": "=== NEW: Split Strategy Configuration ===",
|
||||
"split_strategy": "router",
|
||||
"split_config": {
|
||||
"target_pages_per_skill": 5000,
|
||||
"create_router": true,
|
||||
"split_by_categories": ["scripting", "2d", "3d", "physics", "shaders"],
|
||||
"router_name": "godot",
|
||||
"parallel_scraping": true
|
||||
},
|
||||
|
||||
"_comment2": "=== NEW: Checkpoint Configuration ===",
|
||||
"checkpoint": {
|
||||
"enabled": true,
|
||||
"interval": 1000
|
||||
}
|
||||
}
|
||||
431
docs/LARGE_DOCUMENTATION.md
Normal file
431
docs/LARGE_DOCUMENTATION.md
Normal file
@@ -0,0 +1,431 @@
|
||||
# Handling Large Documentation Sites (10K+ Pages)
|
||||
|
||||
Complete guide for scraping and managing large documentation sites with Skill Seeker.
|
||||
|
||||
---
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- [When to Split Documentation](#when-to-split-documentation)
|
||||
- [Split Strategies](#split-strategies)
|
||||
- [Quick Start](#quick-start)
|
||||
- [Detailed Workflows](#detailed-workflows)
|
||||
- [Best Practices](#best-practices)
|
||||
- [Examples](#examples)
|
||||
- [Troubleshooting](#troubleshooting)
|
||||
|
||||
---
|
||||
|
||||
## When to Split Documentation
|
||||
|
||||
### Size Guidelines
|
||||
|
||||
| Documentation Size | Recommendation | Strategy |
|
||||
|-------------------|----------------|----------|
|
||||
| < 5,000 pages | **One skill** | No splitting needed |
|
||||
| 5,000 - 10,000 pages | **Consider splitting** | Category-based |
|
||||
| 10,000 - 30,000 pages | **Recommended** | Router + Categories |
|
||||
| 30,000+ pages | **Strongly recommended** | Router + Categories |
|
||||
|
||||
### Why Split Large Documentation?
|
||||
|
||||
**Benefits:**
|
||||
- ✅ Faster scraping (parallel execution)
|
||||
- ✅ More focused skills (better Claude performance)
|
||||
- ✅ Easier maintenance (update one topic at a time)
|
||||
- ✅ Better user experience (precise answers)
|
||||
- ✅ Avoids context window limits
|
||||
|
||||
**Trade-offs:**
|
||||
- ⚠️ Multiple skills to manage
|
||||
- ⚠️ Initial setup more complex
|
||||
- ⚠️ Router adds one extra skill
|
||||
|
||||
---
|
||||
|
||||
## Split Strategies
|
||||
|
||||
### 1. **No Split** (One Big Skill)
|
||||
**Best for:** Small to medium documentation (< 5K pages)
|
||||
|
||||
```bash
|
||||
# Just use the config as-is
|
||||
python3 cli/doc_scraper.py --config configs/react.json
|
||||
```
|
||||
|
||||
**Pros:** Simple, one skill to maintain
|
||||
**Cons:** Can be slow for large docs, may hit limits
|
||||
|
||||
---
|
||||
|
||||
### 2. **Category Split** (Multiple Focused Skills)
|
||||
**Best for:** 5K-15K pages with clear topic divisions
|
||||
|
||||
```bash
|
||||
# Auto-split by categories
|
||||
python3 cli/split_config.py configs/godot.json --strategy category
|
||||
|
||||
# Creates:
|
||||
# - godot-scripting.json
|
||||
# - godot-2d.json
|
||||
# - godot-3d.json
|
||||
# - godot-physics.json
|
||||
# - etc.
|
||||
```
|
||||
|
||||
**Pros:** Focused skills, clear separation
|
||||
**Cons:** User must know which skill to use
|
||||
|
||||
---
|
||||
|
||||
### 3. **Router + Categories** (Intelligent Hub) ⭐ RECOMMENDED
|
||||
**Best for:** 10K+ pages, best user experience
|
||||
|
||||
```bash
|
||||
# Create router + sub-skills
|
||||
python3 cli/split_config.py configs/godot.json --strategy router
|
||||
|
||||
# Creates:
|
||||
# - godot.json (router/hub)
|
||||
# - godot-scripting.json
|
||||
# - godot-2d.json
|
||||
# - etc.
|
||||
```
|
||||
|
||||
**Pros:** Best of both worlds, intelligent routing, natural UX
|
||||
**Cons:** Slightly more complex setup
|
||||
|
||||
---
|
||||
|
||||
### 4. **Size-Based Split**
|
||||
**Best for:** Docs without clear categories
|
||||
|
||||
```bash
|
||||
# Split every 5000 pages
|
||||
python3 cli/split_config.py configs/bigdocs.json --strategy size --target-pages 5000
|
||||
|
||||
# Creates:
|
||||
# - bigdocs-part1.json
|
||||
# - bigdocs-part2.json
|
||||
# - bigdocs-part3.json
|
||||
# - etc.
|
||||
```
|
||||
|
||||
**Pros:** Simple, predictable
|
||||
**Cons:** May split related topics
|
||||
|
||||
---
|
||||
|
||||
## Quick Start
|
||||
|
||||
### Option 1: Automatic (Recommended)
|
||||
|
||||
```bash
|
||||
# 1. Create config
|
||||
python3 cli/doc_scraper.py --interactive
|
||||
# Name: godot
|
||||
# URL: https://docs.godotengine.org
|
||||
# ... fill in prompts ...
|
||||
|
||||
# 2. Estimate pages (discovers it's large)
|
||||
python3 cli/estimate_pages.py configs/godot.json
|
||||
# Output: ⚠️ 40,000 pages detected - splitting recommended
|
||||
|
||||
# 3. Auto-split with router
|
||||
python3 cli/split_config.py configs/godot.json --strategy router
|
||||
|
||||
# 4. Scrape all sub-skills
|
||||
for config in configs/godot-*.json; do
|
||||
python3 cli/doc_scraper.py --config $config &
|
||||
done
|
||||
wait
|
||||
|
||||
# 5. Generate router
|
||||
python3 cli/generate_router.py configs/godot-*.json
|
||||
|
||||
# 6. Package all
|
||||
python3 cli/package_multi.py output/godot*/
|
||||
|
||||
# 7. Upload all .zip files to Claude
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
### Option 2: Manual Control
|
||||
|
||||
```bash
|
||||
# 1. Define split in config
|
||||
nano configs/godot.json
|
||||
|
||||
# Add:
|
||||
{
|
||||
"split_strategy": "router",
|
||||
"split_config": {
|
||||
"target_pages_per_skill": 5000,
|
||||
"create_router": true,
|
||||
"split_by_categories": ["scripting", "2d", "3d", "physics"]
|
||||
}
|
||||
}
|
||||
|
||||
# 2. Split
|
||||
python3 cli/split_config.py configs/godot.json
|
||||
|
||||
# 3. Continue as above...
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Detailed Workflows
|
||||
|
||||
### Workflow 1: Router + Categories (40K Pages)
|
||||
|
||||
**Scenario:** Godot documentation (40,000 pages)
|
||||
|
||||
**Step 1: Estimate**
|
||||
```bash
|
||||
python3 cli/estimate_pages.py configs/godot.json
|
||||
|
||||
# Output:
|
||||
# Estimated: 40,000 pages
|
||||
# Recommended: Split into 8 skills (5K each)
|
||||
```
|
||||
|
||||
**Step 2: Split Configuration**
|
||||
```bash
|
||||
python3 cli/split_config.py configs/godot.json --strategy router --target-pages 5000
|
||||
|
||||
# Creates:
|
||||
# configs/godot.json (router)
|
||||
# configs/godot-scripting.json (5K pages)
|
||||
# configs/godot-2d.json (8K pages)
|
||||
# configs/godot-3d.json (10K pages)
|
||||
# configs/godot-physics.json (6K pages)
|
||||
# configs/godot-shaders.json (11K pages)
|
||||
```
|
||||
|
||||
**Step 3: Scrape Sub-Skills (Parallel)**
|
||||
```bash
|
||||
# Open multiple terminals or use background jobs
|
||||
python3 cli/doc_scraper.py --config configs/godot-scripting.json &
|
||||
python3 cli/doc_scraper.py --config configs/godot-2d.json &
|
||||
python3 cli/doc_scraper.py --config configs/godot-3d.json &
|
||||
python3 cli/doc_scraper.py --config configs/godot-physics.json &
|
||||
python3 cli/doc_scraper.py --config configs/godot-shaders.json &
|
||||
|
||||
# Wait for all to complete
|
||||
wait
|
||||
|
||||
# Time: 4-8 hours (parallel) vs 20-40 hours (sequential)
|
||||
```
|
||||
|
||||
**Step 4: Generate Router**
|
||||
```bash
|
||||
python3 cli/generate_router.py configs/godot-*.json
|
||||
|
||||
# Creates:
|
||||
# output/godot/SKILL.md (router skill)
|
||||
```
|
||||
|
||||
**Step 5: Package All**
|
||||
```bash
|
||||
python3 cli/package_multi.py output/godot*/
|
||||
|
||||
# Creates:
|
||||
# output/godot.zip (router)
|
||||
# output/godot-scripting.zip
|
||||
# output/godot-2d.zip
|
||||
# output/godot-3d.zip
|
||||
# output/godot-physics.zip
|
||||
# output/godot-shaders.zip
|
||||
```
|
||||
|
||||
**Step 6: Upload to Claude**
|
||||
Upload all 6 .zip files to Claude. The router will intelligently direct queries to the right sub-skill!
|
||||
|
||||
---
|
||||
|
||||
### Workflow 2: Category Split Only (15K Pages)
|
||||
|
||||
**Scenario:** Vue.js documentation (15,000 pages)
|
||||
|
||||
**No router needed - just focused skills:**
|
||||
|
||||
```bash
|
||||
# 1. Split
|
||||
python3 cli/split_config.py configs/vue.json --strategy category
|
||||
|
||||
# 2. Scrape each
|
||||
for config in configs/vue-*.json; do
|
||||
python3 cli/doc_scraper.py --config $config
|
||||
done
|
||||
|
||||
# 3. Package
|
||||
python3 cli/package_multi.py output/vue*/
|
||||
|
||||
# 4. Upload all to Claude
|
||||
```
|
||||
|
||||
**Result:** 5 focused Vue skills (components, reactivity, routing, etc.)
|
||||
|
||||
---
|
||||
|
||||
## Best Practices
|
||||
|
||||
### 1. **Choose Target Size Wisely**
|
||||
|
||||
```bash
|
||||
# Small focused skills (3K-5K pages) - more skills, very focused
|
||||
python3 cli/split_config.py config.json --target-pages 3000
|
||||
|
||||
# Medium skills (5K-8K pages) - balanced (RECOMMENDED)
|
||||
python3 cli/split_config.py config.json --target-pages 5000
|
||||
|
||||
# Larger skills (8K-10K pages) - fewer skills, broader
|
||||
python3 cli/split_config.py config.json --target-pages 8000
|
||||
```
|
||||
|
||||
### 2. **Use Parallel Scraping**
|
||||
|
||||
```bash
|
||||
# Serial (slow - 40 hours)
|
||||
for config in configs/godot-*.json; do
|
||||
python3 cli/doc_scraper.py --config $config
|
||||
done
|
||||
|
||||
# Parallel (fast - 8 hours) ⭐
|
||||
for config in configs/godot-*.json; do
|
||||
python3 cli/doc_scraper.py --config $config &
|
||||
done
|
||||
wait
|
||||
```
|
||||
|
||||
### 3. **Test Before Full Scrape**
|
||||
|
||||
```bash
|
||||
# Test with limited pages first
|
||||
nano configs/godot-2d.json
|
||||
# Set: "max_pages": 50
|
||||
|
||||
python3 cli/doc_scraper.py --config configs/godot-2d.json
|
||||
|
||||
# If output looks good, increase to full
|
||||
```
|
||||
|
||||
### 4. **Use Checkpoints for Long Scrapes**
|
||||
|
||||
```bash
|
||||
# Enable checkpoints in config
|
||||
{
|
||||
"checkpoint": {
|
||||
"enabled": true,
|
||||
"interval": 1000
|
||||
}
|
||||
}
|
||||
|
||||
# If scrape fails, resume
|
||||
python3 cli/doc_scraper.py --config config.json --resume
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Examples
|
||||
|
||||
### Example 1: AWS Documentation (Hypothetical 50K Pages)
|
||||
|
||||
```bash
|
||||
# 1. Split by AWS services
|
||||
python3 cli/split_config.py configs/aws.json --strategy router --target-pages 5000
|
||||
|
||||
# Creates ~10 skills:
|
||||
# - aws (router)
|
||||
# - aws-compute (EC2, Lambda)
|
||||
# - aws-storage (S3, EBS)
|
||||
# - aws-database (RDS, DynamoDB)
|
||||
# - etc.
|
||||
|
||||
# 2. Scrape in parallel (overnight)
|
||||
# 3. Upload all skills to Claude
|
||||
# 4. User asks "How do I create an S3 bucket?"
|
||||
# 5. Router activates aws-storage skill
|
||||
# 6. Focused, accurate answer!
|
||||
```
|
||||
|
||||
### Example 2: Microsoft Docs (100K+ Pages)
|
||||
|
||||
```bash
|
||||
# Too large even with splitting - use selective categories
|
||||
|
||||
# Only scrape key topics
|
||||
python3 cli/split_config.py configs/microsoft.json --strategy category
|
||||
|
||||
# Edit configs to include only:
|
||||
# - microsoft-azure (Azure docs only)
|
||||
# - microsoft-dotnet (.NET docs only)
|
||||
# - microsoft-typescript (TS docs only)
|
||||
|
||||
# Skip less relevant sections
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Issue: "Splitting creates too many skills"
|
||||
|
||||
**Solution:** Increase target size or combine categories
|
||||
|
||||
```bash
|
||||
# Instead of 5K per skill, use 8K
|
||||
python3 cli/split_config.py config.json --target-pages 8000
|
||||
|
||||
# Or manually combine categories in config
|
||||
```
|
||||
|
||||
### Issue: "Router not routing correctly"
|
||||
|
||||
**Solution:** Check routing keywords in router SKILL.md
|
||||
|
||||
```bash
|
||||
# Review router
|
||||
cat output/godot/SKILL.md
|
||||
|
||||
# Update keywords if needed
|
||||
nano output/godot/SKILL.md
|
||||
```
|
||||
|
||||
### Issue: "Parallel scraping fails"
|
||||
|
||||
**Solution:** Reduce parallelism or check rate limits
|
||||
|
||||
```bash
|
||||
# Scrape 2-3 at a time instead of all
|
||||
python3 cli/doc_scraper.py --config config1.json &
|
||||
python3 cli/doc_scraper.py --config config2.json &
|
||||
wait
|
||||
|
||||
python3 cli/doc_scraper.py --config config3.json &
|
||||
python3 cli/doc_scraper.py --config config4.json &
|
||||
wait
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Summary
|
||||
|
||||
**For 40K+ Page Documentation:**
|
||||
|
||||
1. ✅ **Estimate first**: `python3 cli/estimate_pages.py config.json`
|
||||
2. ✅ **Split with router**: `python3 cli/split_config.py config.json --strategy router`
|
||||
3. ✅ **Scrape in parallel**: Multiple terminals or background jobs
|
||||
4. ✅ **Generate router**: `python3 cli/generate_router.py configs/*-*.json`
|
||||
5. ✅ **Package all**: `python3 cli/package_multi.py output/*/`
|
||||
6. ✅ **Upload to Claude**: All .zip files
|
||||
|
||||
**Result:** Intelligent, fast, focused skills that work seamlessly together!
|
||||
|
||||
---
|
||||
|
||||
**Questions? See:**
|
||||
- [Main README](../README.md)
|
||||
- [MCP Setup Guide](MCP_SETUP.md)
|
||||
- [Enhancement Guide](ENHANCEMENT.md)
|
||||
108
mcp/server.py
108
mcp/server.py
@@ -150,6 +150,53 @@ async def list_tools() -> list[Tool]:
|
||||
"required": ["config_path"],
|
||||
},
|
||||
),
|
||||
Tool(
|
||||
name="split_config",
|
||||
description="Split large documentation config into multiple focused skills. For 10K+ page documentation.",
|
||||
inputSchema={
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"config_path": {
|
||||
"type": "string",
|
||||
"description": "Path to config JSON file (e.g., configs/godot.json)",
|
||||
},
|
||||
"strategy": {
|
||||
"type": "string",
|
||||
"description": "Split strategy: auto, none, category, router, size (default: auto)",
|
||||
"default": "auto",
|
||||
},
|
||||
"target_pages": {
|
||||
"type": "integer",
|
||||
"description": "Target pages per skill (default: 5000)",
|
||||
"default": 5000,
|
||||
},
|
||||
"dry_run": {
|
||||
"type": "boolean",
|
||||
"description": "Preview without saving files (default: false)",
|
||||
"default": False,
|
||||
},
|
||||
},
|
||||
"required": ["config_path"],
|
||||
},
|
||||
),
|
||||
Tool(
|
||||
name="generate_router",
|
||||
description="Generate router/hub skill for split documentation. Creates intelligent routing to sub-skills.",
|
||||
inputSchema={
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"config_pattern": {
|
||||
"type": "string",
|
||||
"description": "Config pattern for sub-skills (e.g., 'configs/godot-*.json')",
|
||||
},
|
||||
"router_name": {
|
||||
"type": "string",
|
||||
"description": "Router skill name (optional, inferred from configs)",
|
||||
},
|
||||
},
|
||||
"required": ["config_pattern"],
|
||||
},
|
||||
),
|
||||
]
|
||||
|
||||
|
||||
@@ -170,6 +217,10 @@ async def call_tool(name: str, arguments: Any) -> list[TextContent]:
|
||||
return await list_configs_tool(arguments)
|
||||
elif name == "validate_config":
|
||||
return await validate_config_tool(arguments)
|
||||
elif name == "split_config":
|
||||
return await split_config_tool(arguments)
|
||||
elif name == "generate_router":
|
||||
return await generate_router_tool(arguments)
|
||||
else:
|
||||
return [TextContent(type="text", text=f"Unknown tool: {name}")]
|
||||
|
||||
@@ -374,6 +425,63 @@ async def validate_config_tool(args: dict) -> list[TextContent]:
|
||||
return [TextContent(type="text", text=f"❌ Error: {str(e)}")]
|
||||
|
||||
|
||||
async def split_config_tool(args: dict) -> list[TextContent]:
|
||||
"""Split large config into multiple focused configs"""
|
||||
config_path = args["config_path"]
|
||||
strategy = args.get("strategy", "auto")
|
||||
target_pages = args.get("target_pages", 5000)
|
||||
dry_run = args.get("dry_run", False)
|
||||
|
||||
# Run split_config.py
|
||||
cmd = [
|
||||
sys.executable,
|
||||
str(CLI_DIR / "split_config.py"),
|
||||
config_path,
|
||||
"--strategy", strategy,
|
||||
"--target-pages", str(target_pages)
|
||||
]
|
||||
|
||||
if dry_run:
|
||||
cmd.append("--dry-run")
|
||||
|
||||
result = subprocess.run(cmd, capture_output=True, text=True)
|
||||
|
||||
if result.returncode == 0:
|
||||
return [TextContent(type="text", text=result.stdout)]
|
||||
else:
|
||||
return [TextContent(type="text", text=f"Error: {result.stderr}\n\n{result.stdout}")]
|
||||
|
||||
|
||||
async def generate_router_tool(args: dict) -> list[TextContent]:
|
||||
"""Generate router skill for split documentation"""
|
||||
import glob
|
||||
|
||||
config_pattern = args["config_pattern"]
|
||||
router_name = args.get("router_name")
|
||||
|
||||
# Expand glob pattern
|
||||
config_files = glob.glob(config_pattern)
|
||||
|
||||
if not config_files:
|
||||
return [TextContent(type="text", text=f"❌ No config files match pattern: {config_pattern}")]
|
||||
|
||||
# Run generate_router.py
|
||||
cmd = [
|
||||
sys.executable,
|
||||
str(CLI_DIR / "generate_router.py"),
|
||||
] + config_files
|
||||
|
||||
if router_name:
|
||||
cmd.extend(["--name", router_name])
|
||||
|
||||
result = subprocess.run(cmd, capture_output=True, text=True)
|
||||
|
||||
if result.returncode == 0:
|
||||
return [TextContent(type="text", text=result.stdout)]
|
||||
else:
|
||||
return [TextContent(type="text", text=f"Error: {result.stderr}\n\n{result.stdout}")]
|
||||
|
||||
|
||||
async def main():
|
||||
"""Run the MCP server"""
|
||||
from mcp.server.stdio import stdio_server
|
||||
|
||||
Reference in New Issue
Block a user