Ahmedmkarrar/rebuilding_sudan_project

5-agent AI swarm for Sudan post-war reconstruction intelligence. Tavily deep search + Claude synthesis → actionable briefs. Agenthon 001. # 🇸🇩 Sudan Reconstruction Intelligence Swarm ### Agenthon 001 — *"AGI is just a swarm away"* > A 7-agent AI system that researches, verifies, critiques, and synthesizes actionable reconstruction intelligence for post-conflict Sudan. Built to prove that swarm intelligence produces outcomes no single model can replicate. **Live Demo** · Claude Sonnet 4.6 · Tavily Advanced Search · Zero backend --- ## The Thesis A single model asked "how do we restore water in Khartoum?" produces a plausible-sounding summary. A swarm that: - deploys 5 specialist agents searching 70+ authoritative sources in parallel - runs a Verifier that scores every claim by evidence strength - deploys a Red Team that attacks the draft plan before it finalises - produces a Decision Packet with confidence scores and funding paths ...produces something a minister could actually act on. That's the difference this system demonstrates. --- ## The 7-Agent Pipeline ``` User Challenge │ ▼ ┌─────────────┐ ┌──────────────────┐ ┌───────────────┐ ┌──────────────────┐ ┌─────────────────────┐ │ 🔴 Crisis │ │ 🔍 Precedent │ │ 💰 Funding │ │ 📋 Policy │ │ 🧠 Field │ │ Analyst │ │ Hunter │ │ Scout │ │ Architect │ │ Intelligence │ │ │ │ │ │ │ │ │ │ │ │ Maps damage,│ │ Finds proven │ │ Maps active │ │ Designs phased │ │ Ground-level ops, │ │ displacement│ │ post-war rebuild │ │ grants, donor │ │ governance & │ │ local actors, │ │ & acute │ │ models globally │ │ windows & │ │ policy roadmaps │ │ security corridors │ │ needs │ │ │ │ mechanisms │ │ │ │ │ └─────┬───────┘ └────────┬─────────┘ └───────┬───────┘ └────────┬─────────┘ └──────────┬──────────┘ └──────────────────┴───────────────────┴────────────────────┴─────────────────────┘ │ ┌────────── …