Claude-driven web fan-out over local SearXNG + Firecrawl, saving cited sources and a synthesis into md/<topic>/. Skill is the brain, web.py is the mechanical fetch layer. Uses Claude Code subscription, no LLM API. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>