diff --git a/.agents/scripts/supervisor-helper.sh b/.agents/scripts/supervisor-helper.sh
index 096352b03..2cdab53a5 100755
--- a/.agents/scripts/supervisor-helper.sh
+++ b/.agents/scripts/supervisor-helper.sh
@@ -10212,6 +10212,105 @@ cmd_pulse() {
         bash "$coderabbit_pulse_script" run --repo "$pulse_repo" --quiet 2>>"$SUPERVISOR_LOG" || true
     fi
 
+    # Phase 10b: Auto-create TODO tasks from quality findings (t299)
+    # Converts CodeRabbit and quality-sweep findings into actionable TODO tasks with #auto-dispatch.
+    # Self-throttles with 24h cooldown to avoid task spam.
+    local task_creation_cooldown=86400  # 24 hours in seconds
+    local task_creation_state_file="${SUPERVISOR_DIR}/last-task-creation.json"
+    local should_create_tasks=false
+    
+    # Check cooldown
+    if [[ -f "$task_creation_state_file" ]]; then
+        local last_run
+        last_run=$(jq -r '.timestamp // 0' "$task_creation_state_file" 2>/dev/null || echo "0")
+        local now
+        now=$(date +%s)
+        local age=$((now - last_run))
+        
+        if [[ "$age" -ge "$task_creation_cooldown" ]]; then
+            should_create_tasks=true
+            log_verbose "  Phase 10b: Task creation cooldown expired (${age}s >= ${task_creation_cooldown}s)"
+        else
+            local remaining=$((task_creation_cooldown - age))
+            log_verbose "  Phase 10b: Task creation cooldown active (${remaining}s remaining)"
+        fi
+    else
+        should_create_tasks=true
+        log_verbose "  Phase 10b: First task creation run"
+    fi
+    
+    if [[ "$should_create_tasks" == "true" ]]; then
+        log_verbose "  Phase 10b: Creating tasks from quality findings"
+        
+        # Get repo path for TODO.md
+        local pulse_repo=""
+        pulse_repo=$(db "$SUPERVISOR_DB" "SELECT DISTINCT repo FROM tasks LIMIT 1;" 2>/dev/null || echo "")
+        if [[ -z "$pulse_repo" ]]; then
+            pulse_repo="$(pwd)"
+        fi
+        
+        local todo_file="${pulse_repo}/TODO.md"
+        local tasks_created=false
+        
+        # Create tasks from CodeRabbit findings
+        local coderabbit_creator="${SCRIPT_DIR}/coderabbit-task-creator-helper.sh"
+        if [[ -x "$coderabbit_creator" ]]; then
+            log_verbose "    Converting CodeRabbit findings to tasks..."
+            local coderabbit_output
+            coderabbit_output=$("$coderabbit_creator" create 2>>"$SUPERVISOR_LOG" || true)
+            
+            if [[ -n "$coderabbit_output" ]] && echo "$coderabbit_output" | grep -q "^- \[ \]"; then
+                # Append tasks to TODO.md
+                echo "" >> "$todo_file"
+                echo "$coderabbit_output" >> "$todo_file"
+                tasks_created=true
+                local task_count
+                task_count=$(echo "$coderabbit_output" | grep -c "^- \[ \]" || echo "0")
+                log_verbose "    Created $task_count tasks from CodeRabbit findings"
+            fi
+        fi
+        
+        # Create tasks from quality-sweep findings (SonarCloud, Codacy)
+        local finding_to_task="${SCRIPT_DIR}/finding-to-task-helper.sh"
+        if [[ -x "$finding_to_task" ]]; then
+            log_verbose "    Converting quality-sweep findings to tasks..."
+            local sweep_output
+            sweep_output=$("$finding_to_task" create --min-severity medium --limit 10 2>>"$SUPERVISOR_LOG" || true)
+            
+            if [[ -n "$sweep_output" ]] && echo "$sweep_output" | grep -q "^- \[ \]"; then
+                # Append tasks to TODO.md
+                echo "" >> "$todo_file"
+                echo "$sweep_output" >> "$todo_file"
+                tasks_created=true
+                local task_count
+                task_count=$(echo "$sweep_output" | grep -c "^- \[ \]" || echo "0")
+                log_verbose "    Created $task_count tasks from quality-sweep findings"
+            fi
+        fi
+        
+        # Commit and push TODO.md if tasks were created
+        if [[ "$tasks_created" == "true" ]]; then
+            log_verbose "    Committing and pushing TODO.md updates..."
+            (
+                cd "$pulse_repo" || exit 1
+                git add TODO.md 2>>"$SUPERVISOR_LOG" || true
+                git commit -m "chore: auto-create tasks from quality findings (t299)" 2>>"$SUPERVISOR_LOG" || true
+                git push 2>>"$SUPERVISOR_LOG" || true
+            )
+        fi
+        
+        # Update cooldown state
+        mkdir -p "$SUPERVISOR_DIR"
+        cat > "$task_creation_state_file" << EOF
+{
+  "timestamp": $(date +%s),
+  "date": "$(date -u +"%Y-%m-%dT%H:%M:%SZ")",
+  "tasks_created": $tasks_created
+}
+EOF
+        log_verbose "  Phase 10b: Task creation complete"
+    fi
+
     # Phase 11: Supervisor session memory monitoring + respawn (t264, t264.1)
     # OpenCode/Bun processes accumulate WebKit malloc dirty pages that are never
     # returned to the OS. Over long sessions, a single process can grow to 25GB+.