
[openai/gpt-4o-mini][small/full][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
ℹ️ Reactive Intelligence — Anonymous entropy data helps improve the framework. Disable with .withReactiveIntelligence({ telemetry: false }) (https://docs.reactiveagents.dev/telemetry)
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.1s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.2s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 3.3s with 1561 tokens

═══ Logs (11) ═══
  00:01:17.411 INFO  Execution started {"taskId":"01M0E7HPJV1VK46659P5DV3XBS","agentId":"agent-1787184077346"}
  00:01:17.418 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 14ms
  00:01:17.424 INFO  ◉ [strategy]   reactive
  00:01:17.424 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:17.466 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall
  00:01:19.618 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, final-answer
  00:01:20.637 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  00:01:20.637 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:20.649 INFO  Execution completed {"taskId":"01M0E7HPJV1VK46659P5DV3XBS","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":3244}
  00:01:20.649 INFO  ◉ [complete]   ✓ 01M0E7HPJV1VK46659P5DV3XBS | 1,561 tok | $0.0003 | 3.2s
  00:01:20.649 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (532 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3259.7ms) [58823cc4…]
    ✓ execution.phase.bootstrap (4.1ms) [58823cc4…]
      ✓ phase.bootstrap.metrics (0.1ms) [58823cc4…]
    ✓ execution.phase.strategy-select (3.3ms) [58823cc4…]
      ✓ phase.strategy-select.metrics (0.0ms) [58823cc4…]
    ✓ execution.phase.think (3208.7ms) [58823cc4…]
      ✓ phase.think.metrics (0.0ms) [58823cc4…]
    ✓ execution.phase.act (2.3ms) [58823cc4…]
      ✓ phase.act.metrics (0.0ms) [58823cc4…]
    ✓ execution.phase.observe (2.3ms) [58823cc4…]
      ✓ phase.observe.metrics (0.0ms) [58823cc4…]
    ✓ execution.phase.memory-flush (2.6ms) [58823cc4…]
      ✓ phase.memory-flush.metrics (0.0ms) [58823cc4…]
    ✓ execution.phase.complete (2.1ms) [58823cc4…]
      ✓ phase.complete.metrics (0.0ms) [58823cc4…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.2s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            3ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               3.2s (4 steps, 100% of time)
├─ ✅  [act]                  2ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 3ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/full][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 1.7s with 1561 tokens

═══ Logs (11) ═══
  00:01:20.685 INFO  Execution started {"taskId":"01M0E7HSSD74S3FY0N74249Z73","agentId":"agent-1787184080675"}
  00:01:20.688 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:01:20.691 INFO  ◉ [strategy]   reactive
  00:01:20.691 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:20.696 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall
  00:01:21.538 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, final-answer
  00:01:22.369 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  00:01:22.369 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:22.378 INFO  Execution completed {"taskId":"01M0E7HSSD74S3FY0N74249Z73","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":1692}
  00:01:22.378 INFO  ◉ [complete]   ✓ 01M0E7HSSD74S3FY0N74249Z73 | 1,561 tok | $0.0003 | 1.7s
  00:01:22.378 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (533 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1705.3ms) [9bd480c2…]
    ✓ execution.phase.bootstrap (2.0ms) [9bd480c2…]
      ✓ phase.bootstrap.metrics (0.0ms) [9bd480c2…]
    ✓ execution.phase.strategy-select (2.4ms) [9bd480c2…]
      ✓ phase.strategy-select.metrics (0.0ms) [9bd480c2…]
    ✓ execution.phase.think (1678.2ms) [9bd480c2…]
      ✓ phase.think.metrics (0.0ms) [9bd480c2…]
    ✓ execution.phase.act (1.7ms) [9bd480c2…]
      ✓ phase.act.metrics (0.0ms) [9bd480c2…]
    ✓ execution.phase.observe (1.9ms) [9bd480c2…]
      ✓ phase.observe.metrics (0.0ms) [9bd480c2…]
    ✓ execution.phase.memory-flush (1.9ms) [9bd480c2…]
      ✓ phase.memory-flush.metrics (0.0ms) [9bd480c2…]
    ✓ execution.phase.complete (1.9ms) [9bd480c2…]
      ✓ phase.complete.metrics (0.0ms) [9bd480c2…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.7s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               1.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/full][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 1.8s with 1561 tokens

═══ Logs (11) ═══
  00:01:22.404 INFO  Execution started {"taskId":"01M0E7HVF3NCE7ZPT5N5C4TN92","agentId":"agent-1787184082395"}
  00:01:22.406 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:01:22.408 INFO  ◉ [strategy]   reactive
  00:01:22.408 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:22.412 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall
  00:01:23.367 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, final-answer
  00:01:24.216 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  00:01:24.216 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:24.223 INFO  Execution completed {"taskId":"01M0E7HVF3NCE7ZPT5N5C4TN92","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":1820}
  00:01:24.224 INFO  ◉ [complete]   ✓ 01M0E7HVF3NCE7ZPT5N5C4TN92 | 1,561 tok | $0.0003 | 1.8s
  00:01:24.224 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (534 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1832.4ms) [88923822…]
    ✓ execution.phase.bootstrap (1.3ms) [88923822…]
      ✓ phase.bootstrap.metrics (0.0ms) [88923822…]
    ✓ execution.phase.strategy-select (1.6ms) [88923822…]
      ✓ phase.strategy-select.metrics (0.0ms) [88923822…]
    ✓ execution.phase.think (1807.7ms) [88923822…]
      ✓ phase.think.metrics (0.0ms) [88923822…]
    ✓ execution.phase.act (1.6ms) [88923822…]
      ✓ phase.act.metrics (0.0ms) [88923822…]
    ✓ execution.phase.observe (1.9ms) [88923822…]
      ✓ phase.observe.metrics (0.0ms) [88923822…]
    ✓ execution.phase.memory-flush (1.7ms) [88923822…]
      ✓ phase.memory-flush.metrics (0.0ms) [88923822…]
    ✓ execution.phase.complete (1.6ms) [88923822…]
      ✓ phase.complete.metrics (0.0ms) [88923822…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.8s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/full][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 1.9s with 1561 tokens

═══ Logs (11) ═══
  00:01:24.249 INFO  Execution started {"taskId":"01M0E7HX8S6T5GKZPYQQBVDVMG","agentId":"agent-1787184084240"}
  00:01:24.251 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:24.253 INFO  ◉ [strategy]   reactive
  00:01:24.253 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:24.256 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall
  00:01:25.318 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, final-answer
  00:01:26.094 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  00:01:26.094 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:26.102 INFO  Execution completed {"taskId":"01M0E7HX8S6T5GKZPYQQBVDVMG","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":1852}
  00:01:26.102 INFO  ◉ [complete]   ✓ 01M0E7HX8S6T5GKZPYQQBVDVMG | 1,561 tok | $0.0003 | 1.9s
  00:01:26.102 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (535 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1867.0ms) [e7a46f53…]
    ✓ execution.phase.bootstrap (1.2ms) [e7a46f53…]
      ✓ phase.bootstrap.metrics (0.0ms) [e7a46f53…]
    ✓ execution.phase.strategy-select (1.3ms) [e7a46f53…]
      ✓ phase.strategy-select.metrics (0.0ms) [e7a46f53…]
    ✓ execution.phase.think (1841.4ms) [e7a46f53…]
      ✓ phase.think.metrics (0.0ms) [e7a46f53…]
    ✓ execution.phase.act (1.7ms) [e7a46f53…]
      ✓ phase.act.metrics (0.0ms) [e7a46f53…]
    ✓ execution.phase.observe (1.6ms) [e7a46f53…]
      ✓ phase.observe.metrics (0.0ms) [e7a46f53…]
    ✓ execution.phase.memory-flush (1.7ms) [e7a46f53…]
      ✓ phase.memory-flush.metrics (0.0ms) [e7a46f53…]
    ✓ execution.phase.complete (1.6ms) [e7a46f53…]
      ✓ phase.complete.metrics (0.0ms) [e7a46f53…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/full][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.2s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 2.1s with 1561 tokens

═══ Logs (11) ═══
  00:01:26.130 INFO  Execution started {"taskId":"01M0E7HZ3HK9QF35H51V0FD6VA","agentId":"agent-1787184086120"}
  00:01:26.132 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:01:26.135 INFO  ◉ [strategy]   reactive
  00:01:26.135 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:26.140 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall
  00:01:27.076 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, final-answer
  00:01:28.246 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  00:01:28.246 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:28.255 INFO  Execution completed {"taskId":"01M0E7HZ3HK9QF35H51V0FD6VA","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":2125}
  00:01:28.255 INFO  ◉ [complete]   ✓ 01M0E7HZ3HK9QF35H51V0FD6VA | 1,561 tok | $0.0003 | 2.1s
  00:01:28.255 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (536 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2138.4ms) [3db61134…]
    ✓ execution.phase.bootstrap (1.5ms) [3db61134…]
      ✓ phase.bootstrap.metrics (0.0ms) [3db61134…]
    ✓ execution.phase.strategy-select (2.5ms) [3db61134…]
      ✓ phase.strategy-select.metrics (0.0ms) [3db61134…]
    ✓ execution.phase.think (2110.9ms) [3db61134…]
      ✓ phase.think.metrics (0.0ms) [3db61134…]
    ✓ execution.phase.act (1.7ms) [3db61134…]
      ✓ phase.act.metrics (0.0ms) [3db61134…]
    ✓ execution.phase.observe (1.9ms) [3db61134…]
      ✓ phase.observe.metrics (0.0ms) [3db61134…]
    ✓ execution.phase.memory-flush (1.9ms) [3db61134…]
      ✓ phase.memory-flush.metrics (0.0ms) [3db61134…]
    ✓ execution.phase.complete (2.1ms) [3db61134…]
      ✓ phase.complete.metrics (0.0ms) [3db61134…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.1s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.1s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

=== openai/gpt-4o-mini/small/full summary: {"reps":[{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"full","catalog":"small","success":true,"solved":true,"totalTokens":1561,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}],"summary":{"n":5,"solvedRate":1,"foundRate":1,"avgIterWhenFound":0,"avgTokens":1561,"discoverRate":0}} ===

[openai/gpt-4o-mini][small/discover][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.6s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.3s
  📊 [metric:entropy] 0.5357096774193548 composite
✓ [phase:reactive:kernel] 1.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1545 tokens
  📊 [metric:cost_usd] 0.00025875000000000003 usd
✓ [completion] Task completed in 1.9s with 1545 tokens

═══ Logs (11) ═══
  00:01:28.279 INFO  Execution started {"taskId":"01M0E7J16PZEVCYXBCD7GADEAZ","agentId":"agent-1787184088271"}
  00:01:28.280 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:28.282 INFO  ◉ [strategy]   reactive
  00:01:28.282 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:28.286 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:28.894 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:30.165 INFO  ◉ [think]      4 steps | 1,545 tok | 0.0s
  00:01:30.165 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:30.173 INFO  Execution completed {"taskId":"01M0E7J16PZEVCYXBCD7GADEAZ","success":true,"tokensUsed":1545,"cost":0.00025875000000000003,"duration":1895}
  00:01:30.173 INFO  ◉ [complete]   ✓ 01M0E7J16PZEVCYXBCD7GADEAZ | 1,545 tok | $0.0003 | 1.9s
  00:01:30.174 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (537 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1906.1ms) [ad960b97…]
    ✓ execution.phase.bootstrap (1.1ms) [ad960b97…]
      ✓ phase.bootstrap.metrics (0.0ms) [ad960b97…]
    ✓ execution.phase.strategy-select (1.2ms) [ad960b97…]
      ✓ phase.strategy-select.metrics (0.0ms) [ad960b97…]
    ✓ execution.phase.think (1882.9ms) [ad960b97…]
      ✓ phase.think.metrics (0.0ms) [ad960b97…]
    ✓ execution.phase.act (1.5ms) [ad960b97…]
      ✓ phase.act.metrics (0.0ms) [ad960b97…]
    ✓ execution.phase.observe (2.1ms) [ad960b97…]
      ✓ phase.observe.metrics (0.0ms) [ad960b97…]
    ✓ execution.phase.memory-flush (1.8ms) [ad960b97…]
      ✓ phase.memory-flush.metrics (0.0ms) [ad960b97…]
    ✓ execution.phase.complete (1.8ms) [ad960b97…]
      ✓ phase.complete.metrics (0.0ms) [ad960b97…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,545 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.9s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              2ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.519   Delta: +0.068
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.536 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.545 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1545,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/discover][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.6s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5432954545454546 composite
✓ [phase:reactive:kernel] 1.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1521 tokens
  📊 [metric:cost_usd] 0.00025065 usd
✓ [completion] Task completed in 1.7s with 1521 tokens

═══ Logs (11) ═══
  00:01:30.196 INFO  Execution started {"taskId":"01M0E7J32M48HSEGWRQM3T4GNR","agentId":"agent-1787184090189"}
  00:01:30.198 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:30.199 INFO  ◉ [strategy]   reactive
  00:01:30.199 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:30.204 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:30.809 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:31.859 INFO  ◉ [think]      4 steps | 1,521 tok | 0.0s
  00:01:31.859 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:31.869 INFO  Execution completed {"taskId":"01M0E7J32M48HSEGWRQM3T4GNR","success":true,"tokensUsed":1521,"cost":0.00025065,"duration":1672}
  00:01:31.869 INFO  ◉ [complete]   ✓ 01M0E7J32M48HSEGWRQM3T4GNR | 1,521 tok | $0.0003 | 1.7s
  00:01:31.869 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (538 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1684.6ms) [40e0b681…]
    ✓ execution.phase.bootstrap (1.0ms) [40e0b681…]
      ✓ phase.bootstrap.metrics (0.0ms) [40e0b681…]
    ✓ execution.phase.strategy-select (1.0ms) [40e0b681…]
      ✓ phase.strategy-select.metrics (0.0ms) [40e0b681…]
    ✓ execution.phase.think (1659.9ms) [40e0b681…]
      ✓ phase.think.metrics (0.0ms) [40e0b681…]
    ✓ execution.phase.act (1.8ms) [40e0b681…]
      ✓ phase.act.metrics (0.0ms) [40e0b681…]
    ✓ execution.phase.observe (1.8ms) [40e0b681…]
      ✓ phase.observe.metrics (0.0ms) [40e0b681…]
    ✓ execution.phase.memory-flush (2.3ms) [40e0b681…]
      ✓ phase.memory-flush.metrics (0.0ms) [40e0b681…]
    ✓ execution.phase.complete (2.2ms) [40e0b681…]
      ✓ phase.complete.metrics (0.0ms) [40e0b681…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.7s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,521 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.523   Delta: +0.073
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.543 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.550 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1521,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/discover][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.5290197368421052 composite
⚠️ [warning] The model's answer needed a second look: the agent gave up without trying tools that were still available. ([verifier] severity=escalate: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently do not have access to a tool that can directly search for the identi…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…))
✗ [error] Verifier escalated output: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently do not have access to a tool that can directly search for the identi…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…)
✗ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1534 tokens
  📊 [metric:cost_usd] 0.00025395 usd
✗ [completion] Task failed in 1.8s with 1534 tokens

═══ Logs (11) ═══
  00:01:31.891 INFO  Execution started {"taskId":"01M0E7J4QKDD4AXQA7PDVV23AK","agentId":"agent-1787184091884"}
  00:01:31.893 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:31.895 INFO  ◉ [strategy]   reactive
  00:01:31.895 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:31.899 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:32.597 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:33.712 INFO  ◉ [think]      4 steps | 1,534 tok | 0.0s
  00:01:33.712 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:33.717 INFO  Execution completed {"taskId":"01M0E7J4QKDD4AXQA7PDVV23AK","success":false,"tokensUsed":1534,"cost":0.00025395,"duration":1826}
  00:01:33.717 INFO  ◉ [complete]   ✓ 01M0E7J4QKDD4AXQA7PDVV23AK | 1,534 tok | $0.0003 | 1.8s
  00:01:33.717 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (539 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1838.3ms) [14fa7562…]
    ✓ execution.phase.bootstrap (1.4ms) [14fa7562…]
      ✓ phase.bootstrap.metrics (0.0ms) [14fa7562…]
    ✓ execution.phase.strategy-select (1.7ms) [14fa7562…]
      ✓ phase.strategy-select.metrics (0.0ms) [14fa7562…]
    ✓ execution.phase.think (1816.5ms) [14fa7562…]
      ✓ phase.think.metrics (0.0ms) [14fa7562…]
    ✓ execution.phase.act (1.2ms) [14fa7562…]
      ✓ phase.act.metrics (0.0ms) [14fa7562…]
    ✓ execution.phase.observe (1.2ms) [14fa7562…]
      ✓ phase.observe.metrics (0.0ms) [14fa7562…]
    ✓ execution.phase.memory-flush (1.2ms) [14fa7562…]
      ✓ phase.memory-flush.metrics (0.0ms) [14fa7562…]
    ✓ execution.phase.complete (1.1ms) [14fa7562…]
      ✓ phase.complete.metrics (0.0ms) [14fa7562…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Failed   Duration: 1.8s   Steps: 4     │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,534 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.508   Delta: +0.041
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.529 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ██████████░░░░░░░░░░ 0.518 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"small","success":false,"solved":false,"totalTokens":1534,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/discover][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.5s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.5209375 composite
⚠️ [warning] The model's answer needed a second look: the agent gave up without trying tools that were still available. ([verifier] severity=escalate: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently do not have the capability to search for package identifiers like TX…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…))
✗ [error] Verifier escalated output: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently do not have the capability to search for package identifiers like TX…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…)
✗ [phase:reactive:kernel] 1.3s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1533 tokens
  📊 [metric:cost_usd] 0.00017654999999999998 usd
✗ [completion] Task failed in 1.3s with 1533 tokens

═══ Logs (11) ═══
  00:01:33.745 INFO  Execution started {"taskId":"01M0E7J6HGFANBSBMA3146XXNW","agentId":"agent-1787184093734"}
  00:01:33.747 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:01:33.748 INFO  ◉ [strategy]   reactive
  00:01:33.748 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:33.754 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:34.311 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:35.025 INFO  ◉ [think]      4 steps | 1,533 tok | 0.0s
  00:01:35.025 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:35.032 INFO  Execution completed {"taskId":"01M0E7J6HGFANBSBMA3146XXNW","success":false,"tokensUsed":1533,"cost":0.00017654999999999998,"duration":1287}
  00:01:35.032 INFO  ◉ [complete]   ✓ 01M0E7J6HGFANBSBMA3146XXNW | 1,533 tok | $0.0002 | 1.3s
  00:01:35.032 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (540 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1300.8ms) [f6bc44a0…]
    ✓ execution.phase.bootstrap (1.3ms) [f6bc44a0…]
      ✓ phase.bootstrap.metrics (0.0ms) [f6bc44a0…]
    ✓ execution.phase.strategy-select (1.2ms) [f6bc44a0…]
      ✓ phase.strategy-select.metrics (0.0ms) [f6bc44a0…]
    ✓ execution.phase.think (1276.1ms) [f6bc44a0…]
      ✓ phase.think.metrics (0.0ms) [f6bc44a0…]
    ✓ execution.phase.act (1.6ms) [f6bc44a0…]
      ✓ phase.act.metrics (0.0ms) [f6bc44a0…]
    ✓ execution.phase.observe (1.6ms) [f6bc44a0…]
      ✓ phase.observe.metrics (0.0ms) [f6bc44a0…]
    ✓ execution.phase.memory-flush (1.6ms) [f6bc44a0…]
      ✓ phase.memory-flush.metrics (0.0ms) [f6bc44a0…]
    ✓ execution.phase.complete (1.6ms) [f6bc44a0…]
      ✓ phase.complete.metrics (0.0ms) [f6bc44a0…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Failed   Duration: 1.3s   Steps: 4     │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,533 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.3s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.503   Delta: +0.036
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ██████████░░░░░░░░░░ 0.521 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ██████████░░░░░░░░░░ 0.512 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"small","success":false,"solved":false,"totalTokens":1533,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/discover][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.6s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1506 tokens
  📊 [metric:cost_usd] 0.00016485 usd
✓ [completion] Task completed in 1.6s with 1506 tokens

═══ Logs (11) ═══
  00:01:35.056 INFO  Execution started {"taskId":"01M0E7J7TGFT729CQH10VGF2SM","agentId":"agent-1787184095048"}
  00:01:35.058 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:35.060 INFO  ◉ [strategy]   reactive
  00:01:35.060 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:35.064 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:35.924 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:36.614 INFO  ◉ [think]      4 steps | 1,506 tok | 0.0s
  00:01:36.614 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:36.620 INFO  Execution completed {"taskId":"01M0E7J7TGFT729CQH10VGF2SM","success":true,"tokensUsed":1506,"cost":0.00016485,"duration":1564}
  00:01:36.620 INFO  ◉ [complete]   ✓ 01M0E7J7TGFT729CQH10VGF2SM | 1,506 tok | $0.0002 | 1.6s
  00:01:36.620 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (541 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1576.4ms) [adfe9542…]
    ✓ execution.phase.bootstrap (1.0ms) [adfe9542…]
      ✓ phase.bootstrap.metrics (0.0ms) [adfe9542…]
    ✓ execution.phase.strategy-select (1.2ms) [adfe9542…]
      ✓ phase.strategy-select.metrics (0.0ms) [adfe9542…]
    ✓ execution.phase.think (1553.8ms) [adfe9542…]
      ✓ phase.think.metrics (0.0ms) [adfe9542…]
    ✓ execution.phase.act (1.3ms) [adfe9542…]
      ✓ phase.act.metrics (0.0ms) [adfe9542…]
    ✓ execution.phase.observe (1.5ms) [adfe9542…]
      ✓ phase.observe.metrics (0.0ms) [adfe9542…]
    ✓ execution.phase.memory-flush (1.5ms) [adfe9542…]
      ✓ phase.memory-flush.metrics (0.0ms) [adfe9542…]
    ✓ execution.phase.complete (1.5ms) [adfe9542…]
      ✓ phase.complete.metrics (0.0ms) [adfe9542…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.6s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,506 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.6s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1506,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

=== openai/gpt-4o-mini/small/discover summary: {"reps":[{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1545,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1521,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"small","success":false,"solved":false,"totalTokens":1534,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"small","success":false,"solved":false,"totalTokens":1533,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1506,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}],"summary":{"n":5,"solvedRate":0,"foundRate":0,"avgIterWhenFound":null,"avgTokens":1528,"discoverRate":1}} ===

[openai/gpt-4o-mini][small/index][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1770 tokens
  📊 [metric:cost_usd] 0.0002835 usd
✓ [completion] Task completed in 2.0s with 1770 tokens

═══ Logs (11) ═══
  00:01:36.645 INFO  Execution started {"taskId":"01M0E7J9C4JSRWX1HY6A31CNJD","agentId":"agent-1787184096636"}
  00:01:36.647 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:01:36.648 INFO  ◉ [strategy]   reactive
  00:01:36.648 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:36.653 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:01:37.596 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:01:38.672 INFO  ◉ [think]      4 steps | 1,770 tok | 0.0s
  00:01:38.672 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:38.680 INFO  Execution completed {"taskId":"01M0E7J9C4JSRWX1HY6A31CNJD","success":true,"tokensUsed":1770,"cost":0.0002835,"duration":2036}
  00:01:38.680 INFO  ◉ [complete]   ✓ 01M0E7J9C4JSRWX1HY6A31CNJD | 1,770 tok | $0.0003 | 2.0s
  00:01:38.680 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (542 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2048.3ms) [02e41843…]
    ✓ execution.phase.bootstrap (1.4ms) [02e41843…]
      ✓ phase.bootstrap.metrics (0.0ms) [02e41843…]
    ✓ execution.phase.strategy-select (1.3ms) [02e41843…]
      ✓ phase.strategy-select.metrics (0.0ms) [02e41843…]
    ✓ execution.phase.think (2023.1ms) [02e41843…]
      ✓ phase.think.metrics (0.0ms) [02e41843…]
    ✓ execution.phase.act (1.9ms) [02e41843…]
      ✓ phase.act.metrics (0.0ms) [02e41843…]
    ✓ execution.phase.observe (1.8ms) [02e41843…]
      ✓ phase.observe.metrics (0.0ms) [02e41843…]
    ✓ execution.phase.memory-flush (1.9ms) [02e41843…]
      ✓ phase.memory-flush.metrics (0.0ms) [02e41843…]
    ✓ execution.phase.complete (1.9ms) [02e41843…]
      ✓ phase.complete.metrics (0.0ms) [02e41843…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,770 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.0s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/index][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1770 tokens
  📊 [metric:cost_usd] 0.0002835 usd
✓ [completion] Task completed in 1.8s with 1770 tokens

═══ Logs (11) ═══
  00:01:38.704 INFO  Execution started {"taskId":"01M0E7JBCFZTS85HD24PW8Z03P","agentId":"agent-1787184098696"}
  00:01:38.705 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:38.707 INFO  ◉ [strategy]   reactive
  00:01:38.707 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:38.712 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:01:39.511 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:01:40.456 INFO  ◉ [think]      4 steps | 1,770 tok | 0.0s
  00:01:40.456 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:40.464 INFO  Execution completed {"taskId":"01M0E7JBCFZTS85HD24PW8Z03P","success":true,"tokensUsed":1770,"cost":0.0002835,"duration":1760}
  00:01:40.464 INFO  ◉ [complete]   ✓ 01M0E7JBCFZTS85HD24PW8Z03P | 1,770 tok | $0.0003 | 1.8s
  00:01:40.464 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (543 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1772.5ms) [02b845d2…]
    ✓ execution.phase.bootstrap (1.3ms) [02b845d2…]
      ✓ phase.bootstrap.metrics (0.0ms) [02b845d2…]
    ✓ execution.phase.strategy-select (1.7ms) [02b845d2…]
      ✓ phase.strategy-select.metrics (0.0ms) [02b845d2…]
    ✓ execution.phase.think (1748.5ms) [02b845d2…]
      ✓ phase.think.metrics (0.0ms) [02b845d2…]
    ✓ execution.phase.act (1.7ms) [02b845d2…]
      ✓ phase.act.metrics (0.0ms) [02b845d2…]
    ✓ execution.phase.observe (1.7ms) [02b845d2…]
      ✓ phase.observe.metrics (0.0ms) [02b845d2…]
    ✓ execution.phase.memory-flush (1.8ms) [02b845d2…]
      ✓ phase.memory-flush.metrics (0.0ms) [02b845d2…]
    ✓ execution.phase.complete (1.8ms) [02b845d2…]
      ✓ phase.complete.metrics (0.0ms) [02b845d2…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.8s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,770 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/index][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1770 tokens
  📊 [metric:cost_usd] 0.0002835 usd
✓ [completion] Task completed in 1.7s with 1770 tokens

═══ Logs (11) ═══
  00:01:40.486 INFO  Execution started {"taskId":"01M0E7JD45A6296GTK9AWEWY65","agentId":"agent-1787184100479"}
  00:01:40.487 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 1ms
  00:01:40.489 INFO  ◉ [strategy]   reactive
  00:01:40.489 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:40.492 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:01:41.479 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:01:42.148 INFO  ◉ [think]      4 steps | 1,770 tok | 0.0s
  00:01:42.148 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:42.159 INFO  Execution completed {"taskId":"01M0E7JD45A6296GTK9AWEWY65","success":true,"tokensUsed":1770,"cost":0.0002835,"duration":1672}
  00:01:42.159 INFO  ◉ [complete]   ✓ 01M0E7JD45A6296GTK9AWEWY65 | 1,770 tok | $0.0003 | 1.7s
  00:01:42.159 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (544 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1685.6ms) [bf120a38…]
    ✓ execution.phase.bootstrap (1.0ms) [bf120a38…]
      ✓ phase.bootstrap.metrics (0.0ms) [bf120a38…]
    ✓ execution.phase.strategy-select (1.1ms) [bf120a38…]
      ✓ phase.strategy-select.metrics (0.0ms) [bf120a38…]
    ✓ execution.phase.think (1659.4ms) [bf120a38…]
      ✓ phase.think.metrics (0.0ms) [bf120a38…]
    ✓ execution.phase.act (1.4ms) [bf120a38…]
      ✓ phase.act.metrics (0.0ms) [bf120a38…]
    ✓ execution.phase.observe (1.6ms) [bf120a38…]
      ✓ phase.observe.metrics (0.0ms) [bf120a38…]
    ✓ execution.phase.memory-flush (5.1ms) [bf120a38…]
      ✓ phase.memory-flush.metrics (0.0ms) [bf120a38…]
    ✓ execution.phase.complete (1.5ms) [bf120a38…]
      ✓ phase.complete.metrics (0.0ms) [bf120a38…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.7s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,770 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.7s (4 steps, 99% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         5ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/index][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1770 tokens
  📊 [metric:cost_usd] 0.0002835 usd
✓ [completion] Task completed in 1.9s with 1770 tokens

═══ Logs (11) ═══
  00:01:42.183 INFO  Execution started {"taskId":"01M0E7JES78X090HJPA7E79MY6","agentId":"agent-1787184102175"}
  00:01:42.185 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:42.187 INFO  ◉ [strategy]   reactive
  00:01:42.187 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:42.191 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:01:43.171 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:01:44.060 INFO  ◉ [think]      4 steps | 1,770 tok | 0.0s
  00:01:44.060 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:44.067 INFO  Execution completed {"taskId":"01M0E7JES78X090HJPA7E79MY6","success":true,"tokensUsed":1770,"cost":0.0002835,"duration":1883}
  00:01:44.067 INFO  ◉ [complete]   ✓ 01M0E7JES78X090HJPA7E79MY6 | 1,770 tok | $0.0003 | 1.9s
  00:01:44.067 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (545 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1895.5ms) [27991b76…]
    ✓ execution.phase.bootstrap (1.3ms) [27991b76…]
      ✓ phase.bootstrap.metrics (0.0ms) [27991b76…]
    ✓ execution.phase.strategy-select (1.1ms) [27991b76…]
      ✓ phase.strategy-select.metrics (0.0ms) [27991b76…]
    ✓ execution.phase.think (1872.9ms) [27991b76…]
      ✓ phase.think.metrics (0.0ms) [27991b76…]
    ✓ execution.phase.act (1.4ms) [27991b76…]
      ✓ phase.act.metrics (0.0ms) [27991b76…]
    ✓ execution.phase.observe (1.7ms) [27991b76…]
      ✓ phase.observe.metrics (0.0ms) [27991b76…]
    ✓ execution.phase.memory-flush (1.7ms) [27991b76…]
      ✓ phase.memory-flush.metrics (0.0ms) [27991b76…]
    ✓ execution.phase.complete (1.6ms) [27991b76…]
      ✓ phase.complete.metrics (0.0ms) [27991b76…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,770 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.9s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][small/index][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1770 tokens
  📊 [metric:cost_usd] 0.0002835 usd
✓ [completion] Task completed in 1.8s with 1770 tokens

═══ Logs (11) ═══
  00:01:44.089 INFO  Execution started {"taskId":"01M0E7JGMR2FKRNPJE6Z9NYZXP","agentId":"agent-1787184104082"}
  00:01:44.090 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:44.092 INFO  ◉ [strategy]   reactive
  00:01:44.092 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:44.095 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:01:45.006 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:01:45.869 INFO  ◉ [think]      4 steps | 1,770 tok | 0.0s
  00:01:45.869 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:01:45.876 INFO  Execution completed {"taskId":"01M0E7JGMR2FKRNPJE6Z9NYZXP","success":true,"tokensUsed":1770,"cost":0.0002835,"duration":1788}
  00:01:45.876 INFO  ◉ [complete]   ✓ 01M0E7JGMR2FKRNPJE6Z9NYZXP | 1,770 tok | $0.0003 | 1.8s
  00:01:45.876 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (546 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1798.5ms) [f9231b60…]
    ✓ execution.phase.bootstrap (1.1ms) [f9231b60…]
      ✓ phase.bootstrap.metrics (0.0ms) [f9231b60…]
    ✓ execution.phase.strategy-select (1.0ms) [f9231b60…]
      ✓ phase.strategy-select.metrics (0.0ms) [f9231b60…]
    ✓ execution.phase.think (1776.9ms) [f9231b60…]
      ✓ phase.think.metrics (0.0ms) [f9231b60…]
    ✓ execution.phase.act (1.5ms) [f9231b60…]
      ✓ phase.act.metrics (0.0ms) [f9231b60…]
    ✓ execution.phase.observe (1.7ms) [f9231b60…]
      ✓ phase.observe.metrics (0.0ms) [f9231b60…]
    ✓ execution.phase.memory-flush (1.7ms) [f9231b60…]
      ✓ phase.memory-flush.metrics (0.0ms) [f9231b60…]
    ✓ execution.phase.complete (1.7ms) [f9231b60…]
      ✓ phase.complete.metrics (0.0ms) [f9231b60…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.8s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,770 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

=== openai/gpt-4o-mini/small/index summary: {"reps":[{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":true,"totalTokens":1770,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}],"summary":{"n":5,"solvedRate":1,"foundRate":1,"avgIterWhenFound":0,"avgTokens":1770,"discoverRate":0}} ===

[openai/gpt-4o-mini][small/hybrid][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5217916666666667 composite
⚠️ [warning] The model's answer needed a second look: the agent gave up without trying tools that were still available. ([verifier] severity=escalate: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently don't have access to a tool that can search for package identifiers …") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…))
✗ [error] Verifier escalated output: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently don't have access to a tool that can search for package identifiers …") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…)
✗ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1914 tokens
  📊 [metric:cost_usd] 0.00023414999999999997 usd
✗ [completion] Task failed in 1.9s with 1914 tokens

═══ Logs (11) ═══
  00:01:45.900 INFO  Execution started {"taskId":"01M0E7JJDB4PDP9WQ4HKMMJTZ0","agentId":"agent-1787184105891"}
  00:01:45.902 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:45.903 INFO  ◉ [strategy]   reactive
  00:01:45.903 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:45.907 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:46.791 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:47.741 INFO  ◉ [think]      4 steps | 1,914 tok | 0.0s
  00:01:47.741 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:47.747 INFO  Execution completed {"taskId":"01M0E7JJDB4PDP9WQ4HKMMJTZ0","success":false,"tokensUsed":1914,"cost":0.00023414999999999997,"duration":1847}
  00:01:47.747 INFO  ◉ [complete]   ✓ 01M0E7JJDB4PDP9WQ4HKMMJTZ0 | 1,914 tok | $0.0002 | 1.8s
  00:01:47.747 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (547 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1858.4ms) [ae4965b2…]
    ✓ execution.phase.bootstrap (1.3ms) [ae4965b2…]
      ✓ phase.bootstrap.metrics (0.0ms) [ae4965b2…]
    ✓ execution.phase.strategy-select (1.1ms) [ae4965b2…]
      ✓ phase.strategy-select.metrics (0.0ms) [ae4965b2…]
    ✓ execution.phase.think (1837.5ms) [ae4965b2…]
      ✓ phase.think.metrics (0.0ms) [ae4965b2…]
    ✓ execution.phase.act (1.4ms) [ae4965b2…]
      ✓ phase.act.metrics (0.0ms) [ae4965b2…]
    ✓ execution.phase.observe (1.5ms) [ae4965b2…]
      ✓ phase.observe.metrics (0.0ms) [ae4965b2…]
    ✓ execution.phase.memory-flush (1.4ms) [ae4965b2…]
      ✓ phase.memory-flush.metrics (0.0ms) [ae4965b2…]
    ✓ execution.phase.complete (1.4ms) [ae4965b2…]
      ✓ phase.complete.metrics (0.0ms) [ae4965b2…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Failed   Duration: 1.8s   Steps: 4     │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,914 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.504   Delta: +0.037
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ██████████░░░░░░░░░░ 0.522 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ██████████░░░░░░░░░░ 0.513 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"small","success":false,"solved":false,"totalTokens":1914,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/hybrid][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.546125 composite
✓ [phase:reactive:kernel] 1.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1913 tokens
  📊 [metric:cost_usd] 0.00023354999999999998 usd
✓ [completion] Task completed in 1.8s with 1913 tokens

═══ Logs (11) ═══
  00:01:47.771 INFO  Execution started {"taskId":"01M0E7JM7VK35Q88M85STPQ6F9","agentId":"agent-1787184107762"}
  00:01:47.773 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:47.775 INFO  ◉ [strategy]   reactive
  00:01:47.775 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:47.779 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:48.783 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:49.509 INFO  ◉ [think]      4 steps | 1,913 tok | 0.0s
  00:01:49.509 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:49.515 INFO  Execution completed {"taskId":"01M0E7JM7VK35Q88M85STPQ6F9","success":true,"tokensUsed":1913,"cost":0.00023354999999999998,"duration":1744}
  00:01:49.515 INFO  ◉ [complete]   ✓ 01M0E7JM7VK35Q88M85STPQ6F9 | 1,913 tok | $0.0002 | 1.7s
  00:01:49.515 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (548 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1756.1ms) [539a7766…]
    ✓ execution.phase.bootstrap (1.4ms) [539a7766…]
      ✓ phase.bootstrap.metrics (0.0ms) [539a7766…]
    ✓ execution.phase.strategy-select (1.2ms) [539a7766…]
      ✓ phase.strategy-select.metrics (0.0ms) [539a7766…]
    ✓ execution.phase.think (1733.9ms) [539a7766…]
      ✓ phase.think.metrics (0.0ms) [539a7766…]
    ✓ execution.phase.act (1.4ms) [539a7766…]
      ✓ phase.act.metrics (0.0ms) [539a7766…]
    ✓ execution.phase.observe (1.4ms) [539a7766…]
      ✓ phase.observe.metrics (0.0ms) [539a7766…]
    ✓ execution.phase.memory-flush (1.5ms) [539a7766…]
      ✓ phase.memory-flush.metrics (0.0ms) [539a7766…]
    ✓ execution.phase.complete (1.5ms) [539a7766…]
      ✓ phase.complete.metrics (0.0ms) [539a7766…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.7s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,913 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.525   Delta: +0.075
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.546 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.552 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"small","success":true,"solved":false,"totalTokens":1913,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/hybrid][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.5274066091954024 composite
✓ [phase:reactive:kernel] 2.3s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1921 tokens
  📊 [metric:cost_usd] 0.00031425 usd
✓ [completion] Task completed in 2.3s with 1921 tokens

═══ Logs (11) ═══
  00:01:49.540 INFO  Execution started {"taskId":"01M0E7JNZ3RGGW9RJH1WYP4KH2","agentId":"agent-1787184109531"}
  00:01:49.541 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:49.543 INFO  ◉ [strategy]   reactive
  00:01:49.543 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:49.546 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:50.333 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:51.837 INFO  ◉ [think]      4 steps | 1,921 tok | 0.0s
  00:01:51.837 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:51.845 INFO  Execution completed {"taskId":"01M0E7JNZ3RGGW9RJH1WYP4KH2","success":true,"tokensUsed":1921,"cost":0.00031425,"duration":2305}
  00:01:51.845 INFO  ◉ [complete]   ✓ 01M0E7JNZ3RGGW9RJH1WYP4KH2 | 1,921 tok | $0.0003 | 2.3s
  00:01:51.845 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (549 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2321.3ms) [28905d30…]
    ✓ execution.phase.bootstrap (1.2ms) [28905d30…]
      ✓ phase.bootstrap.metrics (0.0ms) [28905d30…]
    ✓ execution.phase.strategy-select (1.1ms) [28905d30…]
      ✓ phase.strategy-select.metrics (0.0ms) [28905d30…]
    ✓ execution.phase.think (2294.1ms) [28905d30…]
      ✓ phase.think.metrics (0.0ms) [28905d30…]
    ✓ execution.phase.act (1.6ms) [28905d30…]
      ✓ phase.act.metrics (0.0ms) [28905d30…]
    ✓ execution.phase.observe (1.5ms) [28905d30…]
      ✓ phase.observe.metrics (0.0ms) [28905d30…]
    ✓ execution.phase.memory-flush (1.5ms) [28905d30…]
      ✓ phase.memory-flush.metrics (0.0ms) [28905d30…]
    ✓ execution.phase.complete (1.7ms) [28905d30…]
      ✓ phase.complete.metrics (0.0ms) [28905d30…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.3s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,921 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.3s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.507   Delta: +0.040
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.527 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ██████████░░░░░░░░░░ 0.517 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"small","success":true,"solved":false,"totalTokens":1921,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][small/hybrid][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.3s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2967 tokens
  📊 [metric:cost_usd] 0.0004707 usd
✓ [completion] Task completed in 2.3s with 2967 tokens

═══ Logs (12) ═══
  00:01:51.877 INFO  Execution started {"taskId":"01M0E7JR8428XZ2CSHWVR0S1F1","agentId":"agent-1787184111866"}
  00:01:51.880 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 4ms
  00:01:51.882 INFO  ◉ [strategy]   reactive
  00:01:51.882 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:51.890 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:52.674 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:53.410 INFO  ◉ [ctx]        discover-tools result 1.7KB→1.2KB (69%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:01:54.203 INFO  ◉ [think]      7 steps | 2,967 tok | 0.0s
  00:01:54.203 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:01:54.210 INFO  Execution completed {"taskId":"01M0E7JR8428XZ2CSHWVR0S1F1","success":true,"tokensUsed":2967,"cost":0.0004707,"duration":2334}
  00:01:54.210 INFO  ◉ [complete]   ✓ 01M0E7JR8428XZ2CSHWVR0S1F1 | 2,967 tok | $0.0005 | 2.3s
  00:01:54.211 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (550 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2344.7ms) [594b5a07…]
    ✓ execution.phase.bootstrap (1.5ms) [594b5a07…]
      ✓ phase.bootstrap.metrics (0.0ms) [594b5a07…]
    ✓ execution.phase.strategy-select (2.0ms) [594b5a07…]
      ✓ phase.strategy-select.metrics (0.0ms) [594b5a07…]
    ✓ execution.phase.think (2320.6ms) [594b5a07…]
      ✓ phase.think.metrics (0.0ms) [594b5a07…]
    ✓ execution.phase.act (1.5ms) [594b5a07…]
      ✓ phase.act.metrics (0.0ms) [594b5a07…]
    ✓ execution.phase.observe (1.5ms) [594b5a07…]
      ✓ phase.observe.metrics (0.0ms) [594b5a07…]
    ✓ execution.phase.memory-flush (1.6ms) [594b5a07…]
      ✓ phase.memory-flush.metrics (0.0ms) [594b5a07…]
    ✓ execution.phase.complete (1.7ms) [594b5a07…]
      ✓ phase.complete.metrics (0.0ms) [594b5a07…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.3s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,967 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.3s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"small","success":true,"solved":true,"totalTokens":2967,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[openai/gpt-4o-mini][small/hybrid][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.5204769736842105 composite
⚠️ [warning] The model's answer needed a second look: the agent gave up without trying tools that were still available. ([verifier] severity=escalate: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently do not have access to a tool that can search for package identifiers…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…))
✗ [error] Verifier escalated output: final-answer: failed at output-not-shallow-giveup (output appears to give up ("I currently do not have access to a tool that can search for package identifiers…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…)
✗ [phase:reactive:kernel] 1.6s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1901 tokens
  📊 [metric:cost_usd] 0.00022994999999999998 usd
✗ [completion] Task failed in 1.7s with 1901 tokens

═══ Logs (11) ═══
  00:01:54.232 INFO  Execution started {"taskId":"01M0E7JTHR262PV1AJQVEM9XM5","agentId":"agent-1787184114225"}
  00:01:54.234 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:54.236 INFO  ◉ [strategy]   reactive
  00:01:54.236 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7
  00:01:54.241 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:55.204 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:55.888 INFO  ◉ [think]      4 steps | 1,901 tok | 0.0s
  00:01:55.889 INFO  ◉ [act]        discover-tools (1 tools)
  00:01:55.896 INFO  Execution completed {"taskId":"01M0E7JTHR262PV1AJQVEM9XM5","success":false,"tokensUsed":1901,"cost":0.00022994999999999998,"duration":1663}
  00:01:55.896 INFO  ◉ [complete]   ✓ 01M0E7JTHR262PV1AJQVEM9XM5 | 1,901 tok | $0.0002 | 1.7s
  00:01:55.896 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (551 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1676.1ms) [896faafc…]
    ✓ execution.phase.bootstrap (1.2ms) [896faafc…]
      ✓ phase.bootstrap.metrics (0.0ms) [896faafc…]
    ✓ execution.phase.strategy-select (1.7ms) [896faafc…]
      ✓ phase.strategy-select.metrics (0.0ms) [896faafc…]
    ✓ execution.phase.think (1652.0ms) [896faafc…]
      ✓ phase.think.metrics (0.0ms) [896faafc…]
    ✓ execution.phase.act (1.7ms) [896faafc…]
      ✓ phase.act.metrics (0.0ms) [896faafc…]
    ✓ execution.phase.observe (1.7ms) [896faafc…]
      ✓ phase.observe.metrics (0.0ms) [896faafc…]
    ✓ execution.phase.memory-flush (1.7ms) [896faafc…]
      ✓ phase.memory-flush.metrics (0.0ms) [896faafc…]
    ✓ execution.phase.complete (1.6ms) [896faafc…]
      ✓ phase.complete.metrics (0.0ms) [896faafc…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Failed   Duration: 1.7s   Steps: 4     │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,901 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.503   Delta: +0.036
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ██████████░░░░░░░░░░ 0.520 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ██████████░░░░░░░░░░ 0.512 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"small","success":false,"solved":false,"totalTokens":1901,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

=== openai/gpt-4o-mini/small/hybrid summary: {"reps":[{"mode":"hybrid","catalog":"small","success":false,"solved":false,"totalTokens":1914,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"small","success":true,"solved":false,"totalTokens":1913,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"small","success":true,"solved":false,"totalTokens":1921,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"small","success":true,"solved":true,"totalTokens":2967,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"small","success":false,"solved":false,"totalTokens":1901,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}],"summary":{"n":5,"solvedRate":0.2,"foundRate":0.2,"avgIterWhenFound":1,"avgTokens":2123,"discoverRate":1}} ===

[openai/gpt-4o-mini][large/discover][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.5s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.2s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5342 tokens
  📊 [metric:cost_usd] 0.0008265 usd
✓ [completion] Task completed in 3.8s with 5342 tokens

═══ Logs (12) ═══
  00:01:55.918 INFO  Execution started {"taskId":"01M0E7JW6E7M9NS0BJ8TJ24C8K","agentId":"agent-1787184115911"}
  00:01:55.919 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 1ms
  00:01:55.921 INFO  ◉ [strategy]   reactive
  00:01:55.921 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:01:55.925 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:01:56.398 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7, recall, discover-tools, final-answer
  00:01:58.637 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:01:59.698 INFO  ◉ [think]      7 steps | 5,342 tok | 0.0s
  00:01:59.698 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:01:59.705 INFO  Execution completed {"taskId":"01M0E7JW6E7M9NS0BJ8TJ24C8K","success":true,"tokensUsed":5342,"cost":0.0008265,"duration":3786}
  00:01:59.705 INFO  ◉ [complete]   ✓ 01M0E7JW6E7M9NS0BJ8TJ24C8K | 5,342 tok | $0.0008 | 3.8s
  00:01:59.705 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (552 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3798.6ms) [5041ed3e…]
    ✓ execution.phase.bootstrap (0.9ms) [5041ed3e…]
      ✓ phase.bootstrap.metrics (0.0ms) [5041ed3e…]
    ✓ execution.phase.strategy-select (1.2ms) [5041ed3e…]
      ✓ phase.strategy-select.metrics (0.0ms) [5041ed3e…]
    ✓ execution.phase.think (3776.9ms) [5041ed3e…]
      ✓ phase.think.metrics (0.0ms) [5041ed3e…]
    ✓ execution.phase.act (1.4ms) [5041ed3e…]
      ✓ phase.act.metrics (0.0ms) [5041ed3e…]
    ✓ execution.phase.observe (1.4ms) [5041ed3e…]
      ✓ phase.observe.metrics (0.0ms) [5041ed3e…]
    ✓ execution.phase.memory-flush (1.5ms) [5041ed3e…]
      ✓ phase.memory-flush.metrics (0.0ms) [5041ed3e…]
    ✓ execution.phase.complete (1.7ms) [5041ed3e…]
      ✓ phase.complete.metrics (0.0ms) [5041ed3e…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.8s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,342 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.8s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"large","success":true,"solved":true,"totalTokens":5342,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[openai/gpt-4o-mini][large/discover][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.5s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.2s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.6s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5363 tokens
  📊 [metric:cost_usd] 0.0007071 usd
✓ [completion] Task completed in 2.6s with 5363 tokens

═══ Logs (12) ═══
  00:01:59.728 INFO  Execution started {"taskId":"01M0E7JZXFCHSRJDWN8AH6VQXS","agentId":"agent-1787184119720"}
  00:01:59.729 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:01:59.731 INFO  ◉ [strategy]   reactive
  00:01:59.731 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:01:59.737 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:00.245 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7, recall, discover-tools, final-answer
  00:02:01.481 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:02:02.327 INFO  ◉ [think]      7 steps | 5,363 tok | 0.0s
  00:02:02.327 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:02:02.335 INFO  Execution completed {"taskId":"01M0E7JZXFCHSRJDWN8AH6VQXS","success":true,"tokensUsed":5363,"cost":0.0007071,"duration":2608}
  00:02:02.335 INFO  ◉ [complete]   ✓ 01M0E7JZXFCHSRJDWN8AH6VQXS | 5,363 tok | $0.0007 | 2.6s
  00:02:02.335 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (553 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2620.2ms) [a27d0990…]
    ✓ execution.phase.bootstrap (1.1ms) [a27d0990…]
      ✓ phase.bootstrap.metrics (0.0ms) [a27d0990…]
    ✓ execution.phase.strategy-select (1.6ms) [a27d0990…]
      ✓ phase.strategy-select.metrics (0.0ms) [a27d0990…]
    ✓ execution.phase.think (2594.8ms) [a27d0990…]
      ✓ phase.think.metrics (0.0ms) [a27d0990…]
    ✓ execution.phase.act (2.0ms) [a27d0990…]
      ✓ phase.act.metrics (0.0ms) [a27d0990…]
    ✓ execution.phase.observe (1.7ms) [a27d0990…]
      ✓ phase.observe.metrics (0.0ms) [a27d0990…]
    ✓ execution.phase.memory-flush (1.9ms) [a27d0990…]
      ✓ phase.memory-flush.metrics (0.0ms) [a27d0990…]
    ✓ execution.phase.complete (2.0ms) [a27d0990…]
      ✓ phase.complete.metrics (0.0ms) [a27d0990…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.6s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,363 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.6s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"large","success":true,"solved":true,"totalTokens":5363,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[openai/gpt-4o-mini][large/discover][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.7s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.5319740532959327 composite
✓ [phase:reactive:kernel] 2.2s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1160 tokens
  📊 [metric:cost_usd] 0.000201 usd
✓ [completion] Task completed in 2.2s with 1160 tokens

═══ Logs (11) ═══
  00:02:02.359 INFO  Execution started {"taskId":"01M0E7K2FQ2JDJFSQ5QTN8BXYY","agentId":"agent-1787184122351"}
  00:02:02.361 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:02:02.363 INFO  ◉ [strategy]   reactive
  00:02:02.363 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:02.368 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:03.028 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, podcast-search, gym-class-search, bus-route-search, coupon-search, gift-wrap-search, car-wash-search, hair-salon-search, hotel-room-search, recall, discover-tools, final-answer
  00:02:04.590 INFO  ◉ [think]      4 steps | 1,160 tok | 0.0s
  00:02:04.590 INFO  ◉ [act]        discover-tools (1 tools)
  00:02:04.599 INFO  Execution completed {"taskId":"01M0E7K2FQ2JDJFSQ5QTN8BXYY","success":true,"tokensUsed":1160,"cost":0.000201,"duration":2239}
  00:02:04.599 INFO  ◉ [complete]   ✓ 01M0E7K2FQ2JDJFSQ5QTN8BXYY | 1,160 tok | $0.0002 | 2.2s
  00:02:04.599 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (554 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2252.0ms) [1eb13f70…]
    ✓ execution.phase.bootstrap (1.2ms) [1eb13f70…]
      ✓ phase.bootstrap.metrics (0.0ms) [1eb13f70…]
    ✓ execution.phase.strategy-select (1.7ms) [1eb13f70…]
      ✓ phase.strategy-select.metrics (0.0ms) [1eb13f70…]
    ✓ execution.phase.think (2226.5ms) [1eb13f70…]
      ✓ phase.think.metrics (0.0ms) [1eb13f70…]
    ✓ execution.phase.act (1.8ms) [1eb13f70…]
      ✓ phase.act.metrics (0.0ms) [1eb13f70…]
    ✓ execution.phase.observe (2.5ms) [1eb13f70…]
      ✓ phase.observe.metrics (0.0ms) [1eb13f70…]
    ✓ execution.phase.memory-flush (1.7ms) [1eb13f70…]
      ✓ phase.memory-flush.metrics (0.0ms) [1eb13f70…]
    ✓ execution.phase.complete (2.0ms) [1eb13f70…]
      ✓ phase.complete.metrics (0.0ms) [1eb13f70…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.2s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,160 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.2s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.517   Delta: +0.066
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.532 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.542 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"large","success":true,"solved":false,"totalTokens":1160,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][large/discover][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.6s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.2s
  📊 [metric:entropy] 0.5223611111111112 composite
✓ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1162 tokens
  📊 [metric:cost_usd] 0.0002031 usd
✓ [completion] Task completed in 1.9s with 1162 tokens

═══ Logs (11) ═══
  00:02:04.621 INFO  Execution started {"taskId":"01M0E7K4PDDT8GRSC2KZVGTV25","agentId":"agent-1787184124614"}
  00:02:04.623 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 1ms
  00:02:04.624 INFO  ◉ [strategy]   reactive
  00:02:04.624 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:04.628 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:05.252 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, podcast-search, gym-class-search, bus-route-search, coupon-search, gift-wrap-search, car-wash-search, hair-salon-search, hotel-room-search, recall, discover-tools, final-answer
  00:02:06.471 INFO  ◉ [think]      4 steps | 1,162 tok | 0.0s
  00:02:06.471 INFO  ◉ [act]        discover-tools (1 tools)
  00:02:06.479 INFO  Execution completed {"taskId":"01M0E7K4PDDT8GRSC2KZVGTV25","success":true,"tokensUsed":1162,"cost":0.0002031,"duration":1858}
  00:02:06.479 INFO  ◉ [complete]   ✓ 01M0E7K4PDDT8GRSC2KZVGTV25 | 1,162 tok | $0.0002 | 1.9s
  00:02:06.479 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (555 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1870.6ms) [edf93930…]
    ✓ execution.phase.bootstrap (0.9ms) [edf93930…]
      ✓ phase.bootstrap.metrics (0.0ms) [edf93930…]
    ✓ execution.phase.strategy-select (1.2ms) [edf93930…]
      ✓ phase.strategy-select.metrics (0.0ms) [edf93930…]
    ✓ execution.phase.think (1846.5ms) [edf93930…]
      ✓ phase.think.metrics (0.0ms) [edf93930…]
    ✓ execution.phase.act (1.5ms) [edf93930…]
      ✓ phase.act.metrics (0.0ms) [edf93930…]
    ✓ execution.phase.observe (2.3ms) [edf93930…]
      ✓ phase.observe.metrics (0.0ms) [edf93930…]
    ✓ execution.phase.memory-flush (1.8ms) [edf93930…]
      ✓ phase.memory-flush.metrics (0.0ms) [edf93930…]
    ✓ execution.phase.complete (1.7ms) [edf93930…]
      ✓ phase.complete.metrics (0.0ms) [edf93930…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,162 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.511   Delta: +0.059
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ██████████░░░░░░░░░░ 0.522 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.536 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"large","success":true,"solved":false,"totalTokens":1162,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][large/discover][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.6s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5489930555555556 composite
✓ [phase:reactive:kernel] 1.4s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1153 tokens
  📊 [metric:cost_usd] 0.0001968 usd
✓ [completion] Task completed in 1.5s with 1153 tokens

═══ Logs (11) ═══
  00:02:06.505 INFO  Execution started {"taskId":"01M0E7K6H9AFJR7JS3H8MX9GB1","agentId":"agent-1787184126496"}
  00:02:06.507 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:02:06.508 INFO  ◉ [strategy]   reactive
  00:02:06.508 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:06.513 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:07.101 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, podcast-search, gym-class-search, bus-route-search, coupon-search, gift-wrap-search, car-wash-search, hair-salon-search, hotel-room-search, recall, discover-tools, final-answer
  00:02:07.952 INFO  ◉ [think]      4 steps | 1,153 tok | 0.0s
  00:02:07.952 INFO  ◉ [act]        discover-tools (1 tools)
  00:02:07.959 INFO  Execution completed {"taskId":"01M0E7K6H9AFJR7JS3H8MX9GB1","success":true,"tokensUsed":1153,"cost":0.0001968,"duration":1453}
  00:02:07.959 INFO  ◉ [complete]   ✓ 01M0E7K6H9AFJR7JS3H8MX9GB1 | 1,153 tok | $0.0002 | 1.5s
  00:02:07.959 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (556 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1466.3ms) [20a0011a…]
    ✓ execution.phase.bootstrap (1.2ms) [20a0011a…]
      ✓ phase.bootstrap.metrics (0.0ms) [20a0011a…]
    ✓ execution.phase.strategy-select (1.2ms) [20a0011a…]
      ✓ phase.strategy-select.metrics (0.0ms) [20a0011a…]
    ✓ execution.phase.think (1443.1ms) [20a0011a…]
      ✓ phase.think.metrics (0.0ms) [20a0011a…]
    ✓ execution.phase.act (1.5ms) [20a0011a…]
      ✓ phase.act.metrics (0.0ms) [20a0011a…]
    ✓ execution.phase.observe (1.6ms) [20a0011a…]
      ✓ phase.observe.metrics (0.0ms) [20a0011a…]
    ✓ execution.phase.memory-flush (1.6ms) [20a0011a…]
      ✓ phase.memory-flush.metrics (0.0ms) [20a0011a…]
    ✓ execution.phase.complete (1.6ms) [20a0011a…]
      ✓ phase.complete.metrics (0.0ms) [20a0011a…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.5s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,153 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.4s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.526   Delta: +0.077
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.549 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.553 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"discover","catalog":"large","success":true,"solved":false,"totalTokens":1153,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

=== openai/gpt-4o-mini/large/discover summary: {"reps":[{"mode":"discover","catalog":"large","success":true,"solved":true,"totalTokens":5342,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"discover","catalog":"large","success":true,"solved":true,"totalTokens":5363,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"discover","catalog":"large","success":true,"solved":false,"totalTokens":1160,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"large","success":true,"solved":false,"totalTokens":1162,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"large","success":true,"solved":false,"totalTokens":1153,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}],"summary":{"n":5,"solvedRate":0.4,"foundRate":0.4,"avgIterWhenFound":1,"avgTokens":2836,"discoverRate":1}} ===

[openai/gpt-4o-mini][large/index][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5210 tokens
  📊 [metric:cost_usd] 0.0007995 usd
✓ [completion] Task completed in 2.1s with 5210 tokens

═══ Logs (11) ═══
  00:02:07.984 INFO  Execution started {"taskId":"01M0E7K7ZFJSS2QB0W1XVTFNGQ","agentId":"agent-1787184127975"}
  00:02:07.986 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:02:07.988 INFO  ◉ [strategy]   reactive
  00:02:07.988 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:07.994 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:02:09.112 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:02:10.056 INFO  ◉ [think]      4 steps | 5,210 tok | 0.0s
  00:02:10.056 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:02:10.060 INFO  Execution completed {"taskId":"01M0E7K7ZFJSS2QB0W1XVTFNGQ","success":true,"tokensUsed":5210,"cost":0.0007995,"duration":2077}
  00:02:10.060 INFO  ◉ [complete]   ✓ 01M0E7K7ZFJSS2QB0W1XVTFNGQ | 5,210 tok | $0.0008 | 2.1s
  00:02:10.060 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (557 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2088.4ms) [f55edfb3…]
    ✓ execution.phase.bootstrap (1.3ms) [f55edfb3…]
      ✓ phase.bootstrap.metrics (0.0ms) [f55edfb3…]
    ✓ execution.phase.strategy-select (1.4ms) [f55edfb3…]
      ✓ phase.strategy-select.metrics (0.0ms) [f55edfb3…]
    ✓ execution.phase.think (2067.1ms) [f55edfb3…]
      ✓ phase.think.metrics (0.0ms) [f55edfb3…]
    ✓ execution.phase.act (0.9ms) [f55edfb3…]
      ✓ phase.act.metrics (0.0ms) [f55edfb3…]
    ✓ execution.phase.observe (1.0ms) [f55edfb3…]
      ✓ phase.observe.metrics (0.0ms) [f55edfb3…]
    ✓ execution.phase.memory-flush (1.0ms) [f55edfb3…]
      ✓ phase.memory-flush.metrics (0.0ms) [f55edfb3…]
    ✓ execution.phase.complete (0.9ms) [f55edfb3…]
      ✓ phase.complete.metrics (0.0ms) [f55edfb3…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.1s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,210 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.1s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][large/index][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5210 tokens
  📊 [metric:cost_usd] 0.00042510000000000003 usd
✓ [completion] Task completed in 2.9s with 5210 tokens

═══ Logs (11) ═══
  00:02:10.085 INFO  Execution started {"taskId":"01M0E7KA14NBHZFZMYT5PY8FE7","agentId":"agent-1787184130077"}
  00:02:10.087 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:02:10.088 INFO  ◉ [strategy]   reactive
  00:02:10.088 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:10.092 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:02:11.066 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:02:13.010 INFO  ◉ [think]      4 steps | 5,210 tok | 0.0s
  00:02:13.010 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:02:13.019 INFO  Execution completed {"taskId":"01M0E7KA14NBHZFZMYT5PY8FE7","success":true,"tokensUsed":5210,"cost":0.00042510000000000003,"duration":2934}
  00:02:13.019 INFO  ◉ [complete]   ✓ 01M0E7KA14NBHZFZMYT5PY8FE7 | 5,210 tok | $0.0004 | 2.9s
  00:02:13.019 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (558 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2946.8ms) [dd8a9f58…]
    ✓ execution.phase.bootstrap (1.5ms) [dd8a9f58…]
      ✓ phase.bootstrap.metrics (0.0ms) [dd8a9f58…]
    ✓ execution.phase.strategy-select (1.0ms) [dd8a9f58…]
      ✓ phase.strategy-select.metrics (0.0ms) [dd8a9f58…]
    ✓ execution.phase.think (2921.7ms) [dd8a9f58…]
      ✓ phase.think.metrics (0.0ms) [dd8a9f58…]
    ✓ execution.phase.act (1.8ms) [dd8a9f58…]
      ✓ phase.act.metrics (0.0ms) [dd8a9f58…]
    ✓ execution.phase.observe (1.9ms) [dd8a9f58…]
      ✓ phase.observe.metrics (0.0ms) [dd8a9f58…]
    ✓ execution.phase.memory-flush (2.4ms) [dd8a9f58…]
      ✓ phase.memory-flush.metrics (0.0ms) [dd8a9f58…]
    ✓ execution.phase.complete (1.7ms) [dd8a9f58…]
      ✓ phase.complete.metrics (0.0ms) [dd8a9f58…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,210 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.9s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][large/index][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.2s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.3s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5210 tokens
  📊 [metric:cost_usd] 0.00042510000000000003 usd
✓ [completion] Task completed in 2.3s with 5210 tokens

═══ Logs (11) ═══
  00:02:13.043 INFO  Execution started {"taskId":"01M0E7KCXKAGWC0AMW5VDNS9GX","agentId":"agent-1787184133035"}
  00:02:13.045 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:02:13.047 INFO  ◉ [strategy]   reactive
  00:02:13.047 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:13.052 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:02:14.298 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:02:15.311 INFO  ◉ [think]      4 steps | 5,210 tok | 0.0s
  00:02:15.311 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:02:15.320 INFO  Execution completed {"taskId":"01M0E7KCXKAGWC0AMW5VDNS9GX","success":true,"tokensUsed":5210,"cost":0.00042510000000000003,"duration":2276}
  00:02:15.320 INFO  ◉ [complete]   ✓ 01M0E7KCXKAGWC0AMW5VDNS9GX | 5,210 tok | $0.0004 | 2.3s
  00:02:15.320 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (559 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2288.3ms) [f3af62ef…]
    ✓ execution.phase.bootstrap (1.1ms) [f3af62ef…]
      ✓ phase.bootstrap.metrics (0.0ms) [f3af62ef…]
    ✓ execution.phase.strategy-select (1.8ms) [f3af62ef…]
      ✓ phase.strategy-select.metrics (0.0ms) [f3af62ef…]
    ✓ execution.phase.think (2264.0ms) [f3af62ef…]
      ✓ phase.think.metrics (0.0ms) [f3af62ef…]
    ✓ execution.phase.act (1.5ms) [f3af62ef…]
      ✓ phase.act.metrics (0.0ms) [f3af62ef…]
    ✓ execution.phase.observe (1.9ms) [f3af62ef…]
      ✓ phase.observe.metrics (0.0ms) [f3af62ef…]
    ✓ execution.phase.memory-flush (1.8ms) [f3af62ef…]
      ✓ phase.memory-flush.metrics (0.0ms) [f3af62ef…]
    ✓ execution.phase.complete (2.3ms) [f3af62ef…]
      ✓ phase.complete.metrics (0.0ms) [f3af62ef…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.3s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,210 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.3s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             2ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][large/index][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.2s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.3s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5210 tokens
  📊 [metric:cost_usd] 0.00042510000000000003 usd
✓ [completion] Task completed in 2.3s with 5210 tokens

═══ Logs (11) ═══
  00:02:15.343 INFO  Execution started {"taskId":"01M0E7KF5FQMMCM4V9S7G0DNQ6","agentId":"agent-1787184135335"}
  00:02:15.345 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:02:15.347 INFO  ◉ [strategy]   reactive
  00:02:15.347 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:15.352 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:02:16.525 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:02:17.617 INFO  ◉ [think]      4 steps | 5,210 tok | 0.0s
  00:02:17.617 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:02:17.624 INFO  Execution completed {"taskId":"01M0E7KF5FQMMCM4V9S7G0DNQ6","success":true,"tokensUsed":5210,"cost":0.00042510000000000003,"duration":2280}
  00:02:17.624 INFO  ◉ [complete]   ✓ 01M0E7KF5FQMMCM4V9S7G0DNQ6 | 5,210 tok | $0.0004 | 2.3s
  00:02:17.624 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (560 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2293.1ms) [e5b22845…]
    ✓ execution.phase.bootstrap (1.2ms) [e5b22845…]
      ✓ phase.bootstrap.metrics (0.0ms) [e5b22845…]
    ✓ execution.phase.strategy-select (1.1ms) [e5b22845…]
      ✓ phase.strategy-select.metrics (0.0ms) [e5b22845…]
    ✓ execution.phase.think (2269.7ms) [e5b22845…]
      ✓ phase.think.metrics (0.0ms) [e5b22845…]
    ✓ execution.phase.act (1.4ms) [e5b22845…]
      ✓ phase.act.metrics (0.0ms) [e5b22845…]
    ✓ execution.phase.observe (1.4ms) [e5b22845…]
      ✓ phase.observe.metrics (0.0ms) [e5b22845…]
    ✓ execution.phase.memory-flush (1.6ms) [e5b22845…]
      ✓ phase.memory-flush.metrics (0.0ms) [e5b22845…]
    ✓ execution.phase.complete (1.9ms) [e5b22845…]
      ✓ phase.complete.metrics (0.0ms) [e5b22845…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.3s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,210 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.3s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

[openai/gpt-4o-mini][large/index][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 0
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5210 tokens
  📊 [metric:cost_usd] 0.00042510000000000003 usd
✓ [completion] Task completed in 2.8s with 5210 tokens

═══ Logs (11) ═══
  00:02:17.648 INFO  Execution started {"taskId":"01M0E7KHDFFH12ASCSXFCXECC8","agentId":"agent-1787184137640"}
  00:02:17.650 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:02:17.652 INFO  ◉ [strategy]   reactive
  00:02:17.652 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:17.658 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  00:02:18.647 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, zbx-rate-lk7, recall, final-answer
  00:02:20.391 INFO  ◉ [think]      4 steps | 5,210 tok | 0.0s
  00:02:20.391 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  00:02:20.398 INFO  Execution completed {"taskId":"01M0E7KHDFFH12ASCSXFCXECC8","success":true,"tokensUsed":5210,"cost":0.00042510000000000003,"duration":2751}
  00:02:20.398 INFO  ◉ [complete]   ✓ 01M0E7KHDFFH12ASCSXFCXECC8 | 5,210 tok | $0.0004 | 2.8s
  00:02:20.399 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (561 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2762.9ms) [1f33d8ef…]
    ✓ execution.phase.bootstrap (1.5ms) [1f33d8ef…]
      ✓ phase.bootstrap.metrics (0.0ms) [1f33d8ef…]
    ✓ execution.phase.strategy-select (1.6ms) [1f33d8ef…]
      ✓ phase.strategy-select.metrics (0.0ms) [1f33d8ef…]
    ✓ execution.phase.think (2738.5ms) [1f33d8ef…]
      ✓ phase.think.metrics (0.0ms) [1f33d8ef…]
    ✓ execution.phase.act (1.4ms) [1f33d8ef…]
      ✓ phase.act.metrics (0.0ms) [1f33d8ef…]
    ✓ execution.phase.observe (1.7ms) [1f33d8ef…]
      ✓ phase.observe.metrics (0.0ms) [1f33d8ef…]
    ✓ execution.phase.memory-flush (1.8ms) [1f33d8ef…]
      ✓ phase.memory-flush.metrics (0.0ms) [1f33d8ef…]
    ✓ execution.phase.complete (1.5ms) [1f33d8ef…]
      ✓ phase.complete.metrics (0.0ms) [1f33d8ef…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.8s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,210 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}

=== openai/gpt-4o-mini/large/index summary: {"reps":[{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":true,"totalTokens":5210,"targetCallIteration":0,"discoverCalled":false,"actionCount":1}],"summary":{"n":5,"solvedRate":1,"foundRate":1,"avgIterWhenFound":0,"avgTokens":5210,"discoverRate":0}} ===

[openai/gpt-4o-mini][large/hybrid][rep 1/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5340179910044978 composite
✓ [phase:reactive:kernel] 1.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1915 tokens
  📊 [metric:cost_usd] 0.00031289999999999996 usd
✓ [completion] Task completed in 1.9s with 1915 tokens

═══ Logs (11) ═══
  00:02:20.422 INFO  Execution started {"taskId":"01M0E7KM457ZMZQYWCTAQ9WMCN","agentId":"agent-1787184140414"}
  00:02:20.423 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:02:20.424 INFO  ◉ [strategy]   reactive
  00:02:20.424 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:20.429 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:21.358 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, podcast-search, gym-class-search, bus-route-search, coupon-search, gift-wrap-search, car-wash-search, hair-salon-search, hotel-room-search, recall, discover-tools, final-answer
  00:02:22.288 INFO  ◉ [think]      4 steps | 1,915 tok | 0.0s
  00:02:22.288 INFO  ◉ [act]        discover-tools (1 tools)
  00:02:22.298 INFO  Execution completed {"taskId":"01M0E7KM457ZMZQYWCTAQ9WMCN","success":true,"tokensUsed":1915,"cost":0.00031289999999999996,"duration":1877}
  00:02:22.298 INFO  ◉ [complete]   ✓ 01M0E7KM457ZMZQYWCTAQ9WMCN | 1,915 tok | $0.0003 | 1.9s
  00:02:22.299 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (562 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1890.2ms) [181f8378…]
    ✓ execution.phase.bootstrap (1.1ms) [181f8378…]
      ✓ phase.bootstrap.metrics (0.0ms) [181f8378…]
    ✓ execution.phase.strategy-select (1.1ms) [181f8378…]
      ✓ phase.strategy-select.metrics (0.0ms) [181f8378…]
    ✓ execution.phase.think (1863.5ms) [181f8378…]
      ✓ phase.think.metrics (0.0ms) [181f8378…]
    ✓ execution.phase.act (1.8ms) [181f8378…]
      ✓ phase.act.metrics (0.0ms) [181f8378…]
    ✓ execution.phase.observe (2.2ms) [181f8378…]
      ✓ phase.observe.metrics (0.0ms) [181f8378…]
    ✓ execution.phase.memory-flush (2.9ms) [181f8378…]
      ✓ phase.memory-flush.metrics (0.0ms) [181f8378…]
    ✓ execution.phase.complete (2.1ms) [181f8378…]
      ✓ phase.complete.metrics (0.0ms) [181f8378…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,915 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               1.9s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              2ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             2ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.518   Delta: +0.067
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.534 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.544 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"large","success":true,"solved":false,"totalTokens":1915,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[openai/gpt-4o-mini][large/hybrid][rep 2/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5726 tokens
  📊 [metric:cost_usd] 0.00063495 usd
✓ [completion] Task completed in 3.9s with 5726 tokens

═══ Logs (12) ═══
  00:02:22.328 INFO  Execution started {"taskId":"01M0E7KNZQEEB0SSZNQ0RCKTFE","agentId":"agent-1787184142317"}
  00:02:22.330 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:02:22.332 INFO  ◉ [strategy]   reactive
  00:02:22.332 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:22.338 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:23.358 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7, recall, discover-tools, final-answer
  00:02:24.510 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:02:26.180 INFO  ◉ [think]      7 steps | 5,726 tok | 0.0s
  00:02:26.180 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:02:26.185 INFO  Execution completed {"taskId":"01M0E7KNZQEEB0SSZNQ0RCKTFE","success":true,"tokensUsed":5726,"cost":0.00063495,"duration":3857}
  00:02:26.185 INFO  ◉ [complete]   ✓ 01M0E7KNZQEEB0SSZNQ0RCKTFE | 5,726 tok | $0.0006 | 3.9s
  00:02:26.185 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (563 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3868.6ms) [e1e5656d…]
    ✓ execution.phase.bootstrap (1.5ms) [e1e5656d…]
      ✓ phase.bootstrap.metrics (0.0ms) [e1e5656d…]
    ✓ execution.phase.strategy-select (1.5ms) [e1e5656d…]
      ✓ phase.strategy-select.metrics (0.0ms) [e1e5656d…]
    ✓ execution.phase.think (3847.7ms) [e1e5656d…]
      ✓ phase.think.metrics (0.1ms) [e1e5656d…]
    ✓ execution.phase.act (1.0ms) [e1e5656d…]
      ✓ phase.act.metrics (0.0ms) [e1e5656d…]
    ✓ execution.phase.observe (0.9ms) [e1e5656d…]
      ✓ phase.observe.metrics (0.0ms) [e1e5656d…]
    ✓ execution.phase.memory-flush (1.1ms) [e1e5656d…]
      ✓ phase.memory-flush.metrics (0.0ms) [e1e5656d…]
    ✓ execution.phase.complete (1.0ms) [e1e5656d…]
      ✓ phase.complete.metrics (0.0ms) [e1e5656d…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.9s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,726 │
│ Cost:     ~$0.009                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.8s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5726,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[openai/gpt-4o-mini][large/hybrid][rep 3/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5743 tokens
  📊 [metric:cost_usd] 0.0005337 usd
✓ [completion] Task completed in 2.9s with 5743 tokens

═══ Logs (12) ═══
  00:02:26.209 INFO  Execution started {"taskId":"01M0E7KSS06JZ65PP6WM2EYAAH","agentId":"agent-1787184146200"}
  00:02:26.211 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:02:26.212 INFO  ◉ [strategy]   reactive
  00:02:26.212 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:26.217 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:27.117 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7, recall, discover-tools, final-answer
  00:02:28.181 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:02:29.123 INFO  ◉ [think]      7 steps | 5,743 tok | 0.0s
  00:02:29.123 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:02:29.131 INFO  Execution completed {"taskId":"01M0E7KSS06JZ65PP6WM2EYAAH","success":true,"tokensUsed":5743,"cost":0.0005337,"duration":2922}
  00:02:29.131 INFO  ◉ [complete]   ✓ 01M0E7KSS06JZ65PP6WM2EYAAH | 5,743 tok | $0.0005 | 2.9s
  00:02:29.131 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (564 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2934.3ms) [a7aae3a4…]
    ✓ execution.phase.bootstrap (1.1ms) [a7aae3a4…]
      ✓ phase.bootstrap.metrics (0.0ms) [a7aae3a4…]
    ✓ execution.phase.strategy-select (1.0ms) [a7aae3a4…]
      ✓ phase.strategy-select.metrics (0.0ms) [a7aae3a4…]
    ✓ execution.phase.think (2910.3ms) [a7aae3a4…]
      ✓ phase.think.metrics (0.0ms) [a7aae3a4…]
    ✓ execution.phase.act (1.7ms) [a7aae3a4…]
      ✓ phase.act.metrics (0.0ms) [a7aae3a4…]
    ✓ execution.phase.observe (1.8ms) [a7aae3a4…]
      ✓ phase.observe.metrics (0.0ms) [a7aae3a4…]
    ✓ execution.phase.memory-flush (1.8ms) [a7aae3a4…]
      ✓ phase.memory-flush.metrics (0.0ms) [a7aae3a4…]
    ✓ execution.phase.complete (1.7ms) [a7aae3a4…]
      ✓ phase.complete.metrics (0.0ms) [a7aae3a4…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.9s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,743 │
│ Cost:     ~$0.009                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.9s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 1ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5743,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[openai/gpt-4o-mini][large/hybrid][rep 4/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5743 tokens
  📊 [metric:cost_usd] 0.0005337 usd
✓ [completion] Task completed in 3.8s with 5743 tokens

═══ Logs (12) ═══
  00:02:29.156 INFO  Execution started {"taskId":"01M0E7KWN3V0J9FQZWW2FY4V7G","agentId":"agent-1787184149147"}
  00:02:29.158 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  00:02:29.160 INFO  ◉ [strategy]   reactive
  00:02:29.160 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:29.164 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:30.033 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7, recall, discover-tools, final-answer
  00:02:31.943 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:02:32.930 INFO  ◉ [think]      7 steps | 5,743 tok | 0.0s
  00:02:32.930 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:02:32.936 INFO  Execution completed {"taskId":"01M0E7KWN3V0J9FQZWW2FY4V7G","success":true,"tokensUsed":5743,"cost":0.0005337,"duration":3781}
  00:02:32.936 INFO  ◉ [complete]   ✓ 01M0E7KWN3V0J9FQZWW2FY4V7G | 5,743 tok | $0.0005 | 3.8s
  00:02:32.937 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (565 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3793.3ms) [cb1565be…]
    ✓ execution.phase.bootstrap (1.2ms) [cb1565be…]
      ✓ phase.bootstrap.metrics (0.0ms) [cb1565be…]
    ✓ execution.phase.strategy-select (1.4ms) [cb1565be…]
      ✓ phase.strategy-select.metrics (0.0ms) [cb1565be…]
    ✓ execution.phase.think (3769.6ms) [cb1565be…]
      ✓ phase.think.metrics (0.0ms) [cb1565be…]
    ✓ execution.phase.act (1.5ms) [cb1565be…]
      ✓ phase.act.metrics (0.0ms) [cb1565be…]
    ✓ execution.phase.observe (1.4ms) [cb1565be…]
      ✓ phase.observe.metrics (0.0ms) [cb1565be…]
    ✓ execution.phase.memory-flush (1.5ms) [cb1565be…]
      ✓ phase.memory-flush.metrics (0.0ms) [cb1565be…]
    ✓ execution.phase.complete (1.5ms) [cb1565be…]
      ✓ phase.complete.metrics (0.0ms) [cb1565be…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.8s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,743 │
│ Cost:     ~$0.009                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.8s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5743,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[openai/gpt-4o-mini][large/hybrid][rep 5/5] running... ✓ Provider: openai | Model: gpt-4o-mini | API key: (set)
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] iter 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:zbx-rate-lk7] iter 1
  ✓ [tool:zbx-rate-lk7] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.6s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5726 tokens
  📊 [metric:cost_usd] 0.00061575 usd
✓ [completion] Task completed in 3.7s with 5726 tokens

═══ Logs (12) ═══
  00:02:32.959 INFO  Execution started {"taskId":"01M0E7M0BZ4W22JEX6KVBYCEN6","agentId":"agent-1787184152953"}
  00:02:32.961 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  00:02:32.963 INFO  ◉ [strategy]   reactive
  00:02:32.963 INFO  ◉ [tools]      registered: web-search, crypto-price, http-get, file-read, list-directory, file-write, code-execute, git-cli, gh-cli, gws-cli, weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7
  00:02:32.968 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  00:02:33.787 INFO  ◉ [tools]      visible: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend, map-directions, stock-quote, news-headlines, todo-add, image-caption, translate-text, timer-set, joke-tell, flight-status, word-define, quote-inspire, podcast-search, podcast-book, gym-class-search, gym-class-book, bus-route-search, bus-route-book, library-book-search, library-book-book, parking-spot-search, parking-spot-book, coupon-search, coupon-book, restaurant-table-search, restaurant-table-book, movie-showtime-search, movie-showtime-book, gift-wrap-search, gift-wrap-book, pet-groomer-search, pet-groomer-book, dry-cleaner-search, dry-cleaner-book, car-wash-search, car-wash-book, hair-salon-search, hair-salon-book, bike-rental-search, bike-rental-book, ferry-schedule-search, ferry-schedule-book, hotel-room-search, hotel-room-book, concert-ticket-search, concert-ticket-book, art-exhibit-search, art-exhibit-book, yoga-class-search, yoga-class-book, wine-pairing-search, wine-pairing-book, zbx-rate-lk7, recall, discover-tools, final-answer
  00:02:35.666 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  00:02:36.616 INFO  ◉ [think]      7 steps | 5,726 tok | 0.0s
  00:02:36.616 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  00:02:36.622 INFO  Execution completed {"taskId":"01M0E7M0BZ4W22JEX6KVBYCEN6","success":true,"tokensUsed":5726,"cost":0.00061575,"duration":3663}
  00:02:36.622 INFO  ◉ [complete]   ✓ 01M0E7M0BZ4W22JEX6KVBYCEN6 | 5,726 tok | $0.0006 | 3.7s
  00:02:36.622 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (566 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3674.9ms) [ce885e40…]
    ✓ execution.phase.bootstrap (1.4ms) [ce885e40…]
      ✓ phase.bootstrap.metrics (0.0ms) [ce885e40…]
    ✓ execution.phase.strategy-select (1.7ms) [ce885e40…]
      ✓ phase.strategy-select.metrics (0.0ms) [ce885e40…]
    ✓ execution.phase.think (3652.0ms) [ce885e40…]
      ✓ phase.think.metrics (0.0ms) [ce885e40…]
    ✓ execution.phase.act (1.4ms) [ce885e40…]
      ✓ phase.act.metrics (0.0ms) [ce885e40…]
    ✓ execution.phase.observe (1.5ms) [ce885e40…]
      ✓ phase.observe.metrics (0.0ms) [ce885e40…]
    ✓ execution.phase.memory-flush (1.5ms) [ce885e40…]
      ✓ phase.memory-flush.metrics (0.0ms) [ce885e40…]
    ✓ execution.phase.complete (1.5ms) [ce885e40…]
      ✓ phase.complete.metrics (0.0ms) [ce885e40…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.7s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,726 │
│ Cost:     ~$0.009                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.7s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (2 calls across 2 tools)
├─ ✅  discover-tools  1 calls, 1ms avg
└─ ✅  zbx-rate-lk7    1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.531   Delta: +0.083
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  ┈┈┈ 1 tool/system step (no thought scored) ┈┈┈
├─  iter  2 ███████████░░░░░░░░░ 0.557 →
├─  ┈┈┈ 4 tool/system steps (no thought scored) ┈┈┈
└─  iter  7 ███████████░░░░░░░░░ 0.559 →
   ┈┈┈
└─ 💡 Consider enabling strategy switching (.withReasoning({ enableStrategySwitching: true }))

⚠️  Alerts & Insights
├─ ℹ️  7 reasoning steps (complex reasoning)
└─ ⚠️  Entropy flat with high uncertainty — model may be stuck in a reasoning loop
{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5726,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

=== openai/gpt-4o-mini/large/hybrid summary: {"reps":[{"mode":"hybrid","catalog":"large","success":true,"solved":false,"totalTokens":1915,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5726,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5743,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5743,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5726,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}],"summary":{"n":5,"solvedRate":0.8,"foundRate":0.8,"avgIterWhenFound":1,"avgTokens":4971,"discoverRate":1}} ===
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}
