Telemetry Review & Insights

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{
  "id": "1bb8ce36-bb88-4299-928b-eeaec122ece0",
  "type": "general",
  "status": "completed",
  "title": "Telemetry Review & Insights",
  "description": "Analysis of console telemetry data from today and yesterday",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;font-family:sans-serif;\">\n<h2 style=\"color:#fff;margin:0 0 16px 0;\">📊 Telemetry Review & Insights</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">Summary Stats (88 turns today)</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px;color:#9ca3af;\">Metric</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Value</th>\n</tr>\n<tr><td style=\"padding:8px;\">Total Turns</td><td style=\"text-align:right;padding:8px;color:#fff;\">88</td></tr>\n<tr><td style=\"padding:8px;\">Completed</td><td style=\"text-align:right;padding:8px;color:#98c379;\">83 (94%)</td></tr>\n<tr><td style=\"padding:8px;\">Errors</td><td style=\"text-align:right;padding:8px;color:#ef4444;\">5</td></tr>\n<tr><td style=\"padding:8px;\">Total Tool Calls</td><td style=\"text-align:right;padding:8px;color:#fff;\">484</td></tr>\n<tr><td style=\"padding:8px;\">Avg Tool Calls/Turn</td><td style=\"text-align:right;padding:8px;color:#fff;\">5.5</td></tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">⏱️ Turn Duration Breakdown</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px;color:#9ca3af;\">Timing</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Avg</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Notes</th>\n</tr>\n<tr><td style=\"padding:8px;\">Total Turn</td><td style=\"text-align:right;padding:8px;color:#fff;\"><strong>80.8s</strong></td><td style=\"text-align:right;padding:8px;color:#7f848e;\">p50: 44.6s</td></tr>\n<tr><td style=\"padding:8px;\">Time to First Event (TTFE)</td><td style=\"text-align:right;padding:8px;color:#e5c07b;\">20.2s</td><td style=\"text-align:right;padding:8px;color:#7f848e;\">skewed by outliers</td></tr>\n<tr><td style=\"padding:8px;\">Work Time</td><td style=\"text-align:right;padding:8px;color:#fff;\">60.5s</td><td style=\"text-align:right;padding:8px;color:#7f848e;\">actual Claude processing</td></tr>\n<tr><td style=\"padding:8px;\">Min Turn</td><td style=\"text-align:right;padding:8px;color:#98c379;\">0.0s</td><td style=\"text-align:right;padding:8px;color:#7f848e;\">—</td></tr>\n<tr><td style=\"padding:8px;\">Max Turn</td><td style=\"text-align:right;padding:8px;color:#ef4444;\">1457.6s</td><td style=\"text-align:right;padding:8px;color:#7f848e;\">~24 min (long compaction?)</td></tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#c678dd;margin:0 0 12px 0;\">🔗 Hop Timing (62 turns with data)</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px;color:#9ca3af;\">Hop</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Avg</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Status</th>\n</tr>\n<tr><td style=\"padding:8px;\">Client → Konui</td><td style=\"text-align:right;padding:8px;color:#98c379;\">115ms</td><td style=\"text-align:right;padding:8px;color:#98c379;\">✓ Good</td></tr>\n<tr><td style=\"padding:8px;\">Konui Setup</td><td style=\"text-align:right;padding:8px;color:#f97316;\">897ms</td><td style=\"text-align:right;padding:8px;color:#f97316;\">⚠ Could optimize</td></tr>\n<tr><td style=\"padding:8px;\">Konsole → First Event</td><td style=\"text-align:right;padding:8px;color:#98c379;\">43ms</td><td style=\"text-align:right;padding:8px;color:#98c379;\">✓ Fast</td></tr>\n</table>\n<p style=\"margin:12px 0 0 0;color:#7f848e;font-size:0.9rem;\"><strong style=\"color:#f97316;\">Insight:</strong> Konui setup (~900ms) is the biggest infrastructure overhead. Investigate session lookup, MCP protocol handshake, or context injection.</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#e5c07b;margin:0 0 12px 0;\">🧠 Claude Thinking vs Tool Execution (50 turns)</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px;color:#9ca3af;\">Activity</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Avg Time</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">% of Work</th>\n</tr>\n<tr><td style=\"padding:8px;\">🧠 Thinking</td><td style=\"text-align:right;padding:8px;color:#fff;\"><strong>51.4s</strong></td><td style=\"text-align:right;padding:8px;color:#fff;\">95%</td></tr>\n<tr><td style=\"padding:8px;\">🛠️ Tool Execution</td><td style=\"text-align:right;padding:8px;color:#fff;\">2.5s</td><td style=\"text-align:right;padding:8px;color:#fff;\">5%</td></tr>\n</table>\n<p style=\"margin:12px 0 0 0;color:#7f848e;font-size:0.9rem;\"><strong style=\"color:#98c379;\">Good news:</strong> Tool execution is fast. Most time is Claude reasoning, which is expected for complex tasks.</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#56b6c2;margin:0 0 12px 0;\">🛠️ Tool Usage Breakdown</h3>\n<table style=\"width:100%;border-collapse:collapse;font-size:0.9rem;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px;color:#9ca3af;\">Tool</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Calls</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Total Time</th>\n<th style=\"text-align:right;padding:8px;color:#9ca3af;\">Avg/call</th>\n</tr>\n<tr><td style=\"padding:8px;\"><code style=\"color:#e5c07b;\">Bash</code></td><td style=\"text-align:right;padding:8px;\">70</td><td style=\"text-align:right;padding:8px;color:#ef4444;\">83.8s</td><td style=\"text-align:right;padding:8px;\">1.2s</td></tr>\n<tr><td style=\"padding:8px;\"><code style=\"color:#e5c07b;\">Grep</code></td><td style=\"text-align:right;padding:8px;\">23</td><td style=\"text-align:right;padding:8px;\">21.6s</td><td style=\"text-align:right;padding:8px;\">939ms</td></tr>\n<tr><td style=\"padding:8px;\"><code style=\"color:#e5c07b;\">konui_create_task</code></td><td style=\"text-align:right;padding:8px;\">39</td><td style=\"text-align:right;padding:8px;\">13.7s</td><td style=\"text-align:right;padding:8px;\">352ms</td></tr>\n<tr><td style=\"padding:8px;\"><code style=\"color:#e5c07b;\">TodoWrite</code></td><td style=\"text-align:right;padding:8px;\">53</td><td style=\"text-align:right;padding:8px;\">2.5s</td><td style=\"text-align:right;padding:8px;\">47ms</td></tr>\n<tr><td style=\"padding:8px;\"><code style=\"color:#e5c07b;\">Read</code></td><td style=\"text-align:right;padding:8px;\">25</td><td style=\"text-align:right;padding:8px;\">1.8s</td><td style=\"text-align:right;padding:8px;\">73ms</td></tr>\n<tr><td style=\"padding:8px;\"><code style=\"color:#e5c07b;\">Edit</code></td><td style=\"text-align:right;padding:8px;\">19</td><td style=\"text-align:right;padding:8px;\">0.8s</td><td style=\"text-align:right;padding:8px;\">41ms</td></tr>\n</table>\n<p style=\"margin:12px 0 0 0;color:#7f848e;font-size:0.9rem;\"><strong style=\"color:#ef4444;\">Insight:</strong> Bash commands account for 66% of tool execution time (83.8s of 126s total). Some commands (git push, service restarts) are inherently slow.</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">✅ Key Insights</h3>\n<ol style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><strong style=\"color:#fff;\">94% success rate</strong> — Very stable, only 5 errors out of 88 turns</li>\n<li><strong style=\"color:#fff;\">Konui setup (897ms)</strong> is the largest controllable overhead — worth investigating</li>\n<li><strong style=\"color:#fff;\">Claude thinking dominates</strong> (95% of work time) — expected for complex prompts</li>\n<li><strong style=\"color:#fff;\">Tool execution is fast</strong> — Read/Edit/TodoWrite are all under 100ms average</li>\n<li><strong style=\"color:#fff;\">Bash is the slowest tool</strong> at 1.2s avg, but that's external command execution</li>\n</ol>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#f97316;margin:0 0 12px 0;\">🎯 Recommendations</h3>\n<ol style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><strong style=\"color:#fff;\">Optimize Konui setup</strong> — Profile the 897ms to find what's slow (session lookup? MCP handshake?)</li>\n<li><strong style=\"color:#fff;\">Add TTFE target</strong> — Aim for &lt;3s time-to-first-event for perceived responsiveness</li>\n<li><strong style=\"color:#fff;\">Track compaction events</strong> — The 1457s max suggests context compaction; track these separately</li>\n<li><strong style=\"color:#fff;\">Consider caching</strong> for Bash commands like git status, service checks</li>\n</ol>\n</div>\n\n<div style=\"background:#2d2d2d;padding:12px;border-radius:6px;margin-top:16px;\">\n<h4 style=\"margin:0 0 8px 0;color:#fff;\">What's Next?</h4>\n<p style=\"color:#9ca3af;margin:0;\">Choose a focus area:</p>\n</div>\n</div>",
    "requestedAt": "2026-01-04T01:35:00.000Z",
    "requestId": "1fdc8d2f-6d32-4a52-9881-e968bc6af3eb",
    "choices": [
      {
        "label": "Optimize konui setup",
        "value": "Investigate and optimize the 897ms konui setup overhead",
        "primary": true
      },
      {
        "label": "Track compaction",
        "value": "Add specific tracking for context compaction events"
      },
      {
        "label": "Add metrics dashboard",
        "value": "Build a /metrics page to visualize this telemetry data over time"
      },
      {
        "label": "Continue as-is",
        "value": "The current telemetry is working well, let's focus on other work"
      }
    ]
  },
  "createdBy": "claude",
  "createdAt": "2026-01-03T15:39:52.683Z",
  "updatedAt": "2026-01-03T15:39:53.112Z",
  "requestId": "1fdc8d2f-6d32-4a52-9881-e968bc6af3eb",
  "scope": "vibetools",
  "tags": [
    "telemetry",
    "performance",
    "console"
  ],
  "targetUser": "claude"
}