Function buildSystemPromptWithAgentContext

app/src/utils/agentParser.ts:480–580

(
  baseSystemPrompt: string,
  referenceData: AgentReferenceData[]
)

 * @returns Enhanced system prompt with agent context
 */
export function buildSystemPromptWithAgentContext(
  baseSystemPrompt: string,
  referenceData: AgentReferenceData[]
): string {
  let systemPrompt = baseSystemPrompt;

  if (referenceData.length > 0) {
    systemPrompt += "\n\n=== REFERENCED AGENTS ===\n";
    systemPrompt += "The user has referenced the following agents for editing/improvement:\n\n";

    referenceData.forEach(data => {
      const { reference, agent, code, memory, recentRuns } = data;

      if (!agent) {
        systemPrompt += `## @${reference.agentId} - AGENT NOT FOUND\n`;
        systemPrompt += `The user referenced @${reference.agentId} but this agent doesn't exist.\n\n`;
        return;
      }

      systemPrompt += `## @${reference.agentId} - ${agent.name}\n`;
      systemPrompt += `Description: ${agent.description}\n`;
      systemPrompt += `Model: ${agent.model_name}\n`;
      systemPrompt += `Loop Interval: ${agent.loop_interval_seconds}s\n\n`;

      // Add system prompt
      systemPrompt += `### System Prompt:\n`;
      systemPrompt += `${agent.system_prompt}\n\n`;

      // Add code if available
      if (code) {
        systemPrompt += `### Code:\n`;
        systemPrompt += `\`\`\`python\n${code}\n\`\`\`\n\n`;
      }

      // Add memory if not empty
      if (memory.trim()) {
        systemPrompt += `### Memory:\n`;
        systemPrompt += `${memory.substring(0, 500)}${memory.length > 500 ? '...' : ''}\n\n`;
      }

      // Add recent performance data
      if (recentRuns.length > 0) {
        systemPrompt += `### Recent Performance (last ${recentRuns.length} runs):\n`;

        const successCount = recentRuns.filter(run => !run.hasError).length;
        systemPrompt += `Success Rate: ${successCount}/${recentRuns.length}\n`;

        if (recentRuns.some(run => run.duration)) {
          const avgDuration = recentRuns
            .filter(run => run.duration)
            .reduce((sum, run) => sum + (run.duration || 0), 0) / recentRuns.length;
          systemPrompt += `Average Duration: ${avgDuration.toFixed(1)}s\n`;
        }

        // Add detailed run information
        recentRuns.forEach((run, i) => {
          systemPrompt += `\n#### Run ${i + 1} (${new Date(run.startTime).toLocaleString()}):\n`;
          systemPrompt += `Status: ${run.hasError ? 'FAILED' : 'SUCCESS'}\n`;