diff --git a/scripts/review.sh b/scripts/review.sh
index 43ebb64..41ca4bf 100755
--- a/scripts/review.sh
+++ b/scripts/review.sh
@@ -124,12 +124,16 @@ PROMPT="${PROMPT}
 
 The git diff is at /tmp/pi-diff.txt. Start by reading it, then read any files you need for full context."
 
-# Run Pi in print mode (non-interactive, no session persistence)
-# Capture stderr (tool call log) always — only show it when debug is on
-pi --no-session \
+# Run Pi in print mode.
+# Always save session to /tmp/pi-session so we can extract tool calls.
+# Capture stderr for error diagnostics.
+mkdir -p /tmp/pi-session
+
+pi \
   ${PROVIDER_FLAG} \
   --model "${PI_MODEL}" \
   --tools "${PI_TOOLS}" \
+  --session-dir /tmp/pi-session \
   -p "${PROMPT}" \
   > /tmp/pi-review.md 2>/tmp/pi-agent.log
 
@@ -140,23 +144,59 @@ if [ ! -s /tmp/pi-review.md ]; then
   exit 1
 fi
 
-# If debug mode, append the agent's tool log to the review
+# If debug mode, extract tool calls from session and append to review
 if [ "${PI_DEBUG}" = "true" ]; then
-  AGENT_LOG=$(sed 's/\x1b\[[0-9;]*m//g' /tmp/pi-agent.log | head -200)
+  SESSION_FILE=$(find /tmp/pi-session -name '*.jsonl' -type f 2>/dev/null | head -1)
+  TOOL_LOG=""
+
+  if [ -n "${SESSION_FILE}" ]; then
+    # Extract tool-use entries: each line is a JSON object.
+    # Tool calls appear as messages with tool_use/function_call content.
+    TOOL_LOG=$(node -e "
+      const fs = require('fs');
+      const lines = fs.readFileSync('${SESSION_FILE}', 'utf8').trim().split('\n');
+      const entries = [];
+      for (const line of lines) {
+        try {
+          const entry = JSON.parse(line);
+          if (entry.type === 'message') {
+            const msg = entry.message;
+            // Model requesting tool use
+            if (msg.role === 'assistant' && msg.content) {
+              const parts = Array.isArray(msg.content) ? msg.content : [msg.content];
+              for (const part of parts) {
+                if (typeof part === 'object' && part.type === 'tool_use') {
+                  const input = part.input || {};
+                  const args = Object.entries(input).map(([k,v]) => k + '=' + JSON.stringify(v)).join(' ');
+                  entries.push('[tool:' + part.name + '] ' + args);
+                }
+              }
+            }
+          }
+        } catch {}
+      }
+      console.log(entries.join('\n'));
+    " 2>/dev/null || echo "Could not parse session file")
+  fi
+
+  if [ -z "${TOOL_LOG}" ]; then
+    TOOL_LOG="(no tool calls found — agent may have answered from the diff alone)"
+  fi
+
   cat >> /tmp/pi-review.md << LOGEOF
 
 ---
 
 <details>
-<summary>🔍 <strong>Agent Tool Log</strong> (debug)</summary>
+<summary>🔍 <strong>Agent Tool Calls</strong> (${PI_MODEL})</summary>
 
 \`\`\`
-${AGENT_LOG}
+${TOOL_LOG}
 \`\`\`
 
 </details>
 LOGEOF
-  echo "Debug: agent log appended to review"
+  echo "Debug: tool log appended to review"
 fi
 
 echo "Review generated successfully."