Add hackathon demo script

scripts/hackathon-demo.sh

@@ -0,0 +1,54 @@
+#!/bin/bash
+# ================================================================
+# R.A.I.N. Lab Hackathon Demo
+# "Watch AI Fight My Own Research Paper"
+# ================================================================
+
+MODEL="minimax-m2.7:cloud"
+OLLAMA_HOST="http://127.0.0.1:11434"
+
+PAPER_TITLE="Reality Built on a Finite Set of Geometric Instructions"
+AUTHOR="Christopher Woodyard"
+
+echo ""
+echo "=============================================================="
+echo "  R.A.I.N. LAB - Hackathon Demo"
+echo "  \"Watch AI Fight My Own Research Paper\""
+echo "=============================================================="
+echo ""
+
+echo "Checking Ollama connection..."
+curl -s -o /dev/null -w "Status: %{http_code}\n" "$OLLAMA_HOST/api/tags" || {
+    echo "ERROR: Ollama not running at $OLLAMA_HOST"
+    exit 1
+}
+
+echo "Model: $MODEL"
+echo ""
+
+run_james() {
+    echo "--- JAMES (Lead Scientist - DEFENDS paper) ---"
+    RESPONSE=$(curl -s -X POST "$OLLAMA_HOST/api/generate" \
+        -d "{\"model\": \"$MODEL\", \"prompt\": \"You are James, Lead Scientist at Vers3Dynamics R.A.I.N. Lab. DEFEND the paper '$PAPER_TITLE' by $AUTHOR. The core claim: physical reality consists of a discrete state space updated by 5 fundamental geometric rules from which relativistic quantum fields and spacetime emerge. Make a strong case citing: (1) emergence of Dirac equation from chirality propagation on a 5-edge lattice, (2) testable predictions: gamma-ray burst dispersion bounds, 450 qubit decoherence threshold, (3) falsifiability. Be confident, specific, punchy. Under 150 words.\", \"stream\": false}")
+    echo "$RESPONSE" | python3 -c "import sys,json; print(json.load(sys.stdin).get('response','ERROR'))"
+}
+
+run_elena() {
+    echo "--- ELENA (Quantum Information Theorist - ATTACKS paper) ---"
+    RESPONSE=$(curl -s -X POST "$OLLAMA_HOST/api/generate" \
+        -d "{\"model\": \"$MODEL\", \"prompt\": \"You are Elena, Quantum Information Theorist at R.A.I.N. Lab. You are the skeptic. ATTACK the paper '$PAPER_TITLE' by $AUTHOR. Push hard on: (1) Does coarse-graining recover continuum physics or just approximate it? (2) Dirac equation derivation relies on verify_logic() - black box? (3) Where does consciousness fit in a purely geometric model? (4) Is 'emergence' an explanation or just a label? Be precise, demanding, formal. Under 200 words.\", \"stream\": false}")
+    echo "$RESPONSE" | python3 -c "import sys,json; print(json.load(sys.stdin).get('response','ERROR'))"
+}
+
+prewarm() {
+    echo "Pre-warming Ollama..."
+    curl -s -X POST "$OLLAMA_HOST/api/generate" -d "{\"model\": \"$MODEL\", \"prompt\": \"warm up\", \"stream\": false}" > /dev/null
+    echo "Model ready."
+}
+
+case "${1:-all}" in
+    james) run_james ;;
+    elena) run_elena ;;
+    prewarm) prewarm ;;
+    all) run_james && run_elena ;;
+esac