
[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] 1.4s
  📊 [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] 2.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 2.5s with 1561 tokens

═══ Logs (11) ═══
  13:31:33.141 INFO  Execution started {"taskId":"01M0D3GKWEZTSSEPCHT4A9G6BB","agentId":"agent-1787146293089"}
  13:31:33.148 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 13ms
  13:31:33.153 INFO  ◉ [strategy]   reactive
  13:31:33.153 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
  13:31:33.188 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
  13:31:34.638 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
  13:31:35.613 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  13:31:35.613 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  13:31:35.625 INFO  Execution completed {"taskId":"01M0D3GKWEZTSSEPCHT4A9G6BB","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":2489}
  13:31:35.625 INFO  ◉ [complete]   ✓ 01M0D3GKWEZTSSEPCHT4A9G6BB | 1,561 tok | $0.0003 | 2.5s
  13:31:35.625 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (494 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2511.8ms) [e0677d5a…]
    ✓ execution.phase.bootstrap (4.1ms) [e0677d5a…]
      ✓ phase.bootstrap.metrics (0.1ms) [e0677d5a…]
    ✓ execution.phase.strategy-select (3.3ms) [e0677d5a…]
      ✓ phase.strategy-select.metrics (0.0ms) [e0677d5a…]
    ✓ execution.phase.think (2456.2ms) [e0677d5a…]
      ✓ phase.think.metrics (0.0ms) [e0677d5a…]
    ✓ execution.phase.act (2.0ms) [e0677d5a…]
      ✓ phase.act.metrics (0.0ms) [e0677d5a…]
    ✓ execution.phase.observe (2.4ms) [e0677d5a…]
      ✓ phase.observe.metrics (0.0ms) [e0677d5a…]
    ✓ execution.phase.memory-flush (2.5ms) [e0677d5a…]
      ✓ phase.memory-flush.metrics (0.0ms) [e0677d5a…]
    ✓ execution.phase.complete (2.1ms) [e0677d5a…]
      ✓ phase.complete.metrics (0.0ms) [e0677d5a…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.5s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            3ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               2.5s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              2ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  zbx-rate-lk7  1 calls, 4ms 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] 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] 3.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 4.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 4.0s with 1561 tokens

═══ Logs (11) ═══
  13:31:35.674 INFO  Execution started {"taskId":"01M0D3GPBTH1VPB3DJV14FA7A5","agentId":"agent-1787146295659"}
  13:31:35.678 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 4ms
  13:31:35.682 INFO  ◉ [strategy]   reactive
  13:31:35.682 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
  13:31:35.689 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
  13:31:36.667 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
  13:31:39.686 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  13:31:39.686 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  13:31:39.698 INFO  Execution completed {"taskId":"01M0D3GPBTH1VPB3DJV14FA7A5","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":4023}
  13:31:39.698 INFO  ◉ [complete]   ✓ 01M0D3GPBTH1VPB3DJV14FA7A5 | 1,561 tok | $0.0003 | 4.0s
  13:31:39.698 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (495 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (4033.5ms) [aeb06466…]
    ✓ execution.phase.bootstrap (2.5ms) [aeb06466…]
      ✓ phase.bootstrap.metrics (0.0ms) [aeb06466…]
    ✓ execution.phase.strategy-select (3.5ms) [aeb06466…]
      ✓ phase.strategy-select.metrics (0.0ms) [aeb06466…]
    ✓ execution.phase.think (4003.8ms) [aeb06466…]
      ✓ phase.think.metrics (0.0ms) [aeb06466…]
    ✓ execution.phase.act (1.5ms) [aeb06466…]
      ✓ phase.act.metrics (0.0ms) [aeb06466…]
    ✓ execution.phase.observe (5.5ms) [aeb06466…]
      ✓ phase.observe.metrics (0.0ms) [aeb06466…]
    ✓ execution.phase.memory-flush (2.2ms) [aeb06466…]
      ✓ phase.memory-flush.metrics (0.0ms) [aeb06466…]
    ✓ execution.phase.complete (1.6ms) [aeb06466…]
      ✓ phase.complete.metrics (0.0ms) [aeb06466…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 4.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            2ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               4.0s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [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] 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] 1.5s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 2.5s with 1561 tokens

═══ Logs (11) ═══
  13:31:39.724 INFO  Execution started {"taskId":"01M0D3GTABDSCMST3744V41YPT","agentId":"agent-1787146299712"}
  13:31:39.726 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:31:39.729 INFO  ◉ [strategy]   reactive
  13:31:39.729 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
  13:31:39.734 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
  13:31:40.707 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
  13:31:42.234 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  13:31:42.234 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  13:31:42.241 INFO  Execution completed {"taskId":"01M0D3GTABDSCMST3744V41YPT","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":2517}
  13:31:42.241 INFO  ◉ [complete]   ✓ 01M0D3GTABDSCMST3744V41YPT | 1,561 tok | $0.0003 | 2.5s
  13:31:42.241 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (496 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2526.9ms) [d7a72012…]
    ✓ execution.phase.bootstrap (2.0ms) [d7a72012…]
      ✓ phase.bootstrap.metrics (0.0ms) [d7a72012…]
    ✓ execution.phase.strategy-select (2.2ms) [d7a72012…]
      ✓ phase.strategy-select.metrics (0.0ms) [d7a72012…]
    ✓ execution.phase.think (2504.5ms) [d7a72012…]
      ✓ phase.think.metrics (0.0ms) [d7a72012…]
    ✓ execution.phase.act (1.3ms) [d7a72012…]
      ✓ phase.act.metrics (0.0ms) [d7a72012…]
    ✓ execution.phase.observe (1.4ms) [d7a72012…]
      ✓ phase.observe.metrics (0.0ms) [d7a72012…]
    ✓ execution.phase.memory-flush (1.6ms) [d7a72012…]
      ✓ phase.memory-flush.metrics (0.0ms) [d7a72012…]
    ✓ execution.phase.complete (1.6ms) [d7a72012…]
      ✓ phase.complete.metrics (0.0ms) [d7a72012…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.5s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               2.5s (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][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] 1.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 2.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 2.0s with 1561 tokens

═══ Logs (11) ═══
  13:31:42.265 INFO  Execution started {"taskId":"01M0D3GWSR5J22YSVCMH2SWR67","agentId":"agent-1787146302255"}
  13:31:42.267 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:31:42.270 INFO  ◉ [strategy]   reactive
  13:31:42.270 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
  13:31:42.273 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
  13:31:43.255 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
  13:31:44.273 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  13:31:44.273 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  13:31:44.281 INFO  Execution completed {"taskId":"01M0D3GWSR5J22YSVCMH2SWR67","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":2016}
  13:31:44.281 INFO  ◉ [complete]   ✓ 01M0D3GWSR5J22YSVCMH2SWR67 | 1,561 tok | $0.0003 | 2.0s
  13:31:44.281 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (497 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2026.0ms) [fce3d6a0…]
    ✓ execution.phase.bootstrap (1.6ms) [fce3d6a0…]
      ✓ phase.bootstrap.metrics (0.0ms) [fce3d6a0…]
    ✓ execution.phase.strategy-select (1.8ms) [fce3d6a0…]
      ✓ phase.strategy-select.metrics (0.0ms) [fce3d6a0…]
    ✓ execution.phase.think (2003.3ms) [fce3d6a0…]
      ✓ phase.think.metrics (0.0ms) [fce3d6a0…]
    ✓ execution.phase.act (1.4ms) [fce3d6a0…]
      ✓ phase.act.metrics (0.0ms) [fce3d6a0…]
    ✓ execution.phase.observe (1.4ms) [fce3d6a0…]
      ✓ phase.observe.metrics (0.0ms) [fce3d6a0…]
    ✓ execution.phase.memory-flush (1.9ms) [fce3d6a0…]
      ✓ phase.memory-flush.metrics (0.0ms) [fce3d6a0…]
    ✓ execution.phase.complete (2.4ms) [fce3d6a0…]
      ✓ phase.complete.metrics (0.0ms) [fce3d6a0…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 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]             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":"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] 1.5s
  📊 [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] 2.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1561 tokens
  📊 [metric:cost_usd] 0.00025215 usd
✓ [completion] Task completed in 2.5s with 1561 tokens

═══ Logs (11) ═══
  13:31:44.305 INFO  Execution started {"taskId":"01M0D3GYSGS2W43GZKJVRK2FG9","agentId":"agent-1787146304295"}
  13:31:44.307 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:31:44.310 INFO  ◉ [strategy]   reactive
  13:31:44.310 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
  13:31:44.315 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
  13:31:45.806 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
  13:31:46.823 INFO  ◉ [think]      4 steps | 1,561 tok | 0.0s
  13:31:46.823 INFO  ◉ [act]        zbx-rate-lk7 (1 tools)
  13:31:46.830 INFO  Execution completed {"taskId":"01M0D3GYSGS2W43GZKJVRK2FG9","success":true,"tokensUsed":1561,"cost":0.00025215,"duration":2526}
  13:31:46.830 INFO  ◉ [complete]   ✓ 01M0D3GYSGS2W43GZKJVRK2FG9 | 1,561 tok | $0.0003 | 2.5s
  13:31:46.831 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (498 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2534.4ms) [af2ae9e6…]
    ✓ execution.phase.bootstrap (2.0ms) [af2ae9e6…]
      ✓ phase.bootstrap.metrics (0.0ms) [af2ae9e6…]
    ✓ execution.phase.strategy-select (1.8ms) [af2ae9e6…]
      ✓ phase.strategy-select.metrics (0.0ms) [af2ae9e6…]
    ✓ execution.phase.think (2512.9ms) [af2ae9e6…]
      ✓ phase.think.metrics (0.0ms) [af2ae9e6…]
    ✓ execution.phase.act (1.4ms) [af2ae9e6…]
      ✓ phase.act.metrics (0.0ms) [af2ae9e6…]
    ✓ execution.phase.observe (1.4ms) [af2ae9e6…]
      ✓ phase.observe.metrics (0.0ms) [af2ae9e6…]
    ✓ execution.phase.memory-flush (1.8ms) [af2ae9e6…]
      ✓ phase.memory-flush.metrics (0.0ms) [af2ae9e6…]
    ✓ execution.phase.complete (1.9ms) [af2ae9e6…]
      ✓ phase.complete.metrics (0.0ms) [af2ae9e6…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.5s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,561 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.5s (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 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] 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] 1.5s
  📊 [metric:entropy] 0.5254778554778554 composite
✓ [phase:reactive:kernel] 2.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1541 tokens
  📊 [metric:cost_usd] 0.00025815 usd
✓ [completion] Task completed in 2.5s with 1541 tokens

═══ Logs (11) ═══
  13:31:46.862 INFO  Execution started {"taskId":"01M0D3H19DF82A3XZZV2XGAV7Q","agentId":"agent-1787146306848"}
  13:31:46.864 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:31:46.866 INFO  ◉ [strategy]   reactive
  13:31:46.866 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
  13:31:46.871 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:31:47.855 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
  13:31:49.377 INFO  ◉ [think]      4 steps | 1,541 tok | 0.0s
  13:31:49.377 INFO  ◉ [act]        discover-tools (1 tools)
  13:31:49.384 INFO  Execution completed {"taskId":"01M0D3H19DF82A3XZZV2XGAV7Q","success":true,"tokensUsed":1541,"cost":0.00025815,"duration":2523}
  13:31:49.384 INFO  ◉ [complete]   ✓ 01M0D3H19DF82A3XZZV2XGAV7Q | 1,541 tok | $0.0003 | 2.5s
  13:31:49.384 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (499 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2532.9ms) [a12e3b85…]
    ✓ execution.phase.bootstrap (1.5ms) [a12e3b85…]
      ✓ phase.bootstrap.metrics (0.0ms) [a12e3b85…]
    ✓ execution.phase.strategy-select (1.5ms) [a12e3b85…]
      ✓ phase.strategy-select.metrics (0.0ms) [a12e3b85…]
    ✓ execution.phase.think (2511.0ms) [a12e3b85…]
      ✓ phase.think.metrics (0.0ms) [a12e3b85…]
    ✓ execution.phase.act (1.4ms) [a12e3b85…]
      ✓ phase.act.metrics (0.0ms) [a12e3b85…]
    ✓ execution.phase.observe (1.4ms) [a12e3b85…]
      ✓ phase.observe.metrics (0.0ms) [a12e3b85…]
    ✓ execution.phase.memory-flush (1.7ms) [a12e3b85…]
      ✓ phase.memory-flush.metrics (0.0ms) [a12e3b85…]
    ✓ execution.phase.complete (1.8ms) [a12e3b85…]
      ✓ phase.complete.metrics (0.0ms) [a12e3b85…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.5s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,541 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.5s (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, 2ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.513   Delta: +0.062
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.525 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.538 →
   ┈┈┈
└─ 💡 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":1541,"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] 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] 1.0s
  📊 [metric:entropy] 0.5217708333333333 composite
✓ [phase:reactive:kernel] 2.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1523 tokens
  📊 [metric:cost_usd] 0.00017505 usd
✓ [completion] Task completed in 2.0s with 1523 tokens

═══ Logs (11) ═══
  13:31:49.408 INFO  Execution started {"taskId":"01M0D3H3RZ0TEWPKJKBJ2E305V","agentId":"agent-1787146309399"}
  13:31:49.411 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:31:49.413 INFO  ◉ [strategy]   reactive
  13:31:49.413 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
  13:31:49.418 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:31:50.413 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
  13:31:51.417 INFO  ◉ [think]      4 steps | 1,523 tok | 0.0s
  13:31:51.417 INFO  ◉ [act]        discover-tools (1 tools)
  13:31:51.425 INFO  Execution completed {"taskId":"01M0D3H3RZ0TEWPKJKBJ2E305V","success":true,"tokensUsed":1523,"cost":0.00017505,"duration":2016}
  13:31:51.425 INFO  ◉ [complete]   ✓ 01M0D3H3RZ0TEWPKJKBJ2E305V | 1,523 tok | $0.0002 | 2.0s
  13:31:51.425 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (500 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2026.2ms) [b5695352…]
    ✓ execution.phase.bootstrap (1.9ms) [b5695352…]
      ✓ phase.bootstrap.metrics (0.0ms) [b5695352…]
    ✓ execution.phase.strategy-select (1.6ms) [b5695352…]
      ✓ phase.strategy-select.metrics (0.0ms) [b5695352…]
    ✓ execution.phase.think (2004.5ms) [b5695352…]
      ✓ phase.think.metrics (0.0ms) [b5695352…]
    ✓ execution.phase.act (1.4ms) [b5695352…]
      ✓ phase.act.metrics (0.0ms) [b5695352…]
    ✓ execution.phase.observe (1.3ms) [b5695352…]
      ✓ phase.observe.metrics (0.0ms) [b5695352…]
    ✓ execution.phase.memory-flush (1.7ms) [b5695352…]
      ✓ phase.memory-flush.metrics (0.0ms) [b5695352…]
    ✓ execution.phase.complete (1.8ms) [b5695352…]
      ✓ phase.complete.metrics (0.0ms) [b5695352…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,523 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 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)
└─ ✅  discover-tools  1 calls, 1ms 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 ███████████░░░░░░░░░ 0.535 →
   ┈┈┈
└─ 💡 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":1523,"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] 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] 1.0s
  📊 [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] 3.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2583 tokens
  📊 [metric:cost_usd] 0.00033584999999999995 usd
✓ [completion] Task completed in 3.1s with 2583 tokens

═══ Logs (12) ═══
  13:31:51.447 INFO  Execution started {"taskId":"01M0D3H5RQZQN2Q0T32R4G92G6","agentId":"agent-1787146311438"}
  13:31:51.450 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:31:51.452 INFO  ◉ [strategy]   reactive
  13:31:51.452 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
  13:31:51.457 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:31:52.444 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
  13:31:53.460 INFO  ◉ [ctx]        discover-tools result 1.7KB→1.2KB (69%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:31:54.508 INFO  ◉ [think]      7 steps | 2,583 tok | 0.0s
  13:31:54.508 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:31:54.517 INFO  Execution completed {"taskId":"01M0D3H5RQZQN2Q0T32R4G92G6","success":true,"tokensUsed":2583,"cost":0.00033584999999999995,"duration":3069}
  13:31:54.517 INFO  ◉ [complete]   ✓ 01M0D3H5RQZQN2Q0T32R4G92G6 | 2,583 tok | $0.0003 | 3.1s
  13:31:54.517 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (501 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3082.8ms) [f6bd68a6…]
    ✓ execution.phase.bootstrap (1.7ms) [f6bd68a6…]
      ✓ phase.bootstrap.metrics (0.0ms) [f6bd68a6…]
    ✓ execution.phase.strategy-select (1.7ms) [f6bd68a6…]
      ✓ phase.strategy-select.metrics (0.0ms) [f6bd68a6…]
    ✓ execution.phase.think (3055.2ms) [f6bd68a6…]
      ✓ phase.think.metrics (0.0ms) [f6bd68a6…]
    ✓ execution.phase.act (2.0ms) [f6bd68a6…]
      ✓ phase.act.metrics (0.0ms) [f6bd68a6…]
    ✓ execution.phase.observe (1.8ms) [f6bd68a6…]
      ✓ phase.observe.metrics (0.0ms) [f6bd68a6…]
    ✓ execution.phase.memory-flush (2.0ms) [f6bd68a6…]
      ✓ phase.memory-flush.metrics (0.0ms) [f6bd68a6…]
    ✓ execution.phase.complete (2.3ms) [f6bd68a6…]
      ✓ phase.complete.metrics (0.0ms) [f6bd68a6…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.1s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,583 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.1s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             2ms

🔧 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":"small","success":true,"solved":true,"totalTokens":2583,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[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] 0.9s
  📊 [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] 1.0s
  📊 [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] 3.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2605 tokens
  📊 [metric:cost_usd] 0.00034139999999999995 usd
✓ [completion] Task completed in 3.0s with 2605 tokens

═══ Logs (12) ═══
  13:31:54.546 INFO  Execution started {"taskId":"01M0D3H8SHH1N0GNPREDZJMGE1","agentId":"agent-1787146314534"}
  13:31:54.549 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 4ms
  13:31:54.552 INFO  ◉ [strategy]   reactive
  13:31:54.552 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
  13:31:54.558 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:31:55.502 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
  13:31:56.519 INFO  ◉ [ctx]        discover-tools result 1.7KB→1.2KB (68%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:31:57.533 INFO  ◉ [think]      7 steps | 2,605 tok | 0.0s
  13:31:57.533 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:31:57.542 INFO  Execution completed {"taskId":"01M0D3H8SHH1N0GNPREDZJMGE1","success":true,"tokensUsed":2605,"cost":0.00034139999999999995,"duration":2997}
  13:31:57.542 INFO  ◉ [complete]   ✓ 01M0D3H8SHH1N0GNPREDZJMGE1 | 2,605 tok | $0.0003 | 3.0s
  13:31:57.543 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (502 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3006.2ms) [eeb15e67…]
    ✓ execution.phase.bootstrap (2.0ms) [eeb15e67…]
      ✓ phase.bootstrap.metrics (0.0ms) [eeb15e67…]
    ✓ execution.phase.strategy-select (2.0ms) [eeb15e67…]
      ✓ phase.strategy-select.metrics (0.0ms) [eeb15e67…]
    ✓ execution.phase.think (2980.2ms) [eeb15e67…]
      ✓ phase.think.metrics (0.0ms) [eeb15e67…]
    ✓ execution.phase.act (1.8ms) [eeb15e67…]
      ✓ phase.act.metrics (0.0ms) [eeb15e67…]
    ✓ execution.phase.observe (2.0ms) [eeb15e67…]
      ✓ phase.observe.metrics (0.0ms) [eeb15e67…]
    ✓ execution.phase.memory-flush (2.4ms) [eeb15e67…]
      ✓ phase.memory-flush.metrics (0.0ms) [eeb15e67…]
    ✓ execution.phase.complete (2.4ms) [eeb15e67…]
      ✓ phase.complete.metrics (0.0ms) [eeb15e67…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.0s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,605 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.0s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             2ms

🔧 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":"small","success":true,"solved":true,"totalTokens":2605,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[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] 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] 3.8s
  📊 [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] 2.3s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 7.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2583 tokens
  📊 [metric:cost_usd] 0.00033584999999999995 usd
✓ [completion] Task completed in 7.1s with 2583 tokens

═══ Logs (12) ═══
  13:31:57.573 INFO  Execution started {"taskId":"01M0D3HBR4XB5Q5N91GGQ0GTA2","agentId":"agent-1787146317558"}
  13:31:57.576 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 4ms
  13:31:57.579 INFO  ◉ [strategy]   reactive
  13:31:57.579 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
  13:31:57.585 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:31:58.558 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
  13:32:02.403 INFO  ◉ [ctx]        discover-tools result 1.7KB→1.2KB (69%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:04.698 INFO  ◉ [think]      7 steps | 2,583 tok | 0.0s
  13:32:04.698 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:04.706 INFO  Execution completed {"taskId":"01M0D3HBR4XB5Q5N91GGQ0GTA2","success":true,"tokensUsed":2583,"cost":0.00033584999999999995,"duration":7133}
  13:32:04.706 INFO  ◉ [complete]   ✓ 01M0D3HBR4XB5Q5N91GGQ0GTA2 | 2,583 tok | $0.0003 | 7.1s
  13:32:04.706 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (503 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (7145.9ms) [4e9a392e…]
    ✓ execution.phase.bootstrap (2.4ms) [4e9a392e…]
      ✓ phase.bootstrap.metrics (0.0ms) [4e9a392e…]
    ✓ execution.phase.strategy-select (2.5ms) [4e9a392e…]
      ✓ phase.strategy-select.metrics (0.0ms) [4e9a392e…]
    ✓ execution.phase.think (7118.2ms) [4e9a392e…]
      ✓ phase.think.metrics (0.0ms) [4e9a392e…]
    ✓ execution.phase.act (1.7ms) [4e9a392e…]
      ✓ phase.act.metrics (0.0ms) [4e9a392e…]
    ✓ execution.phase.observe (1.9ms) [4e9a392e…]
      ✓ phase.observe.metrics (0.0ms) [4e9a392e…]
    ✓ execution.phase.memory-flush (1.8ms) [4e9a392e…]
      ✓ phase.memory-flush.metrics (0.0ms) [4e9a392e…]
    ✓ execution.phase.complete (1.7ms) [4e9a392e…]
      ✓ phase.complete.metrics (0.0ms) [4e9a392e…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 7.1s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,583 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            2ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               7.1s (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, 0ms 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":"small","success":true,"solved":true,"totalTokens":2583,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

=== openai/gpt-4o-mini/small/discover summary: {"reps":[{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1541,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"small","success":true,"solved":false,"totalTokens":1523,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"discover","catalog":"small","success":true,"solved":true,"totalTokens":2583,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"discover","catalog":"small","success":true,"solved":true,"totalTokens":2605,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"discover","catalog":"small","success":true,"solved":true,"totalTokens":2583,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}],"summary":{"n":5,"solvedRate":0.6,"foundRate":0.6,"avgIterWhenFound":1,"avgTokens":2167,"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] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.5267892156862746 composite
✓ [phase:reactive:kernel] 2.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1019 tokens
  📊 [metric:cost_usd] 0.0001722 usd
✓ [completion] Task completed in 2.7s with 1019 tokens

═══ Logs (11) ═══
  13:32:04.730 INFO  Execution started {"taskId":"01M0D3HJQTTKZA7EJ1T7F90RPH","agentId":"agent-1787146324722"}
  13:32:04.732 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:04.733 INFO  ◉ [strategy]   reactive
  13:32:04.733 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
  13:32:04.737 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:05.574 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:32:07.455 INFO  ◉ [think]      4 steps | 1,019 tok | 0.0s
  13:32:07.455 INFO  ◉ [act]        joke-tell (1 tools)
  13:32:07.465 INFO  Execution completed {"taskId":"01M0D3HJQTTKZA7EJ1T7F90RPH","success":true,"tokensUsed":1019,"cost":0.0001722,"duration":2734}
  13:32:07.465 INFO  ◉ [complete]   ✓ 01M0D3HJQTTKZA7EJ1T7F90RPH | 1,019 tok | $0.0002 | 2.7s
  13:32:07.466 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (504 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2745.8ms) [87f30312…]
    ✓ execution.phase.bootstrap (1.1ms) [87f30312…]
      ✓ phase.bootstrap.metrics (0.0ms) [87f30312…]
    ✓ execution.phase.strategy-select (1.1ms) [87f30312…]
      ✓ phase.strategy-select.metrics (0.0ms) [87f30312…]
    ✓ execution.phase.think (2721.4ms) [87f30312…]
      ✓ phase.think.metrics (0.0ms) [87f30312…]
    ✓ execution.phase.act (1.8ms) [87f30312…]
      ✓ phase.act.metrics (0.0ms) [87f30312…]
    ✓ execution.phase.observe (1.9ms) [87f30312…]
      ✓ phase.observe.metrics (0.0ms) [87f30312…]
    ✓ execution.phase.memory-flush (3.0ms) [87f30312…]
      ✓ phase.memory-flush.metrics (0.0ms) [87f30312…]
    ✓ execution.phase.complete (2.4ms) [87f30312…]
      ✓ phase.complete.metrics (0.0ms) [87f30312…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.7s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,019 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.7s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             2ms

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

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.514   Delta: +0.062
├─ 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 ███████████░░░░░░░░░ 0.539 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":1019,"targetCallIteration":-1,"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] 1.7s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.5406807780320366 composite
✓ [phase:reactive:kernel] 2.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1029 tokens
  📊 [metric:cost_usd] 0.0001773 usd
✓ [completion] Task completed in 2.9s with 1029 tokens

═══ Logs (11) ═══
  13:32:07.493 INFO  Execution started {"taskId":"01M0D3HNE4XEZ4H1N7ZRQ04JYN","agentId":"agent-1787146327483"}
  13:32:07.496 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 4ms
  13:32:07.498 INFO  ◉ [strategy]   reactive
  13:32:07.498 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
  13:32:07.504 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:09.225 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:32:10.345 INFO  ◉ [think]      4 steps | 1,029 tok | 0.0s
  13:32:10.345 INFO  ◉ [act]        joke-tell (1 tools)
  13:32:10.354 INFO  Execution completed {"taskId":"01M0D3HNE4XEZ4H1N7ZRQ04JYN","success":true,"tokensUsed":1029,"cost":0.0001773,"duration":2862}
  13:32:10.354 INFO  ◉ [complete]   ✓ 01M0D3HNE4XEZ4H1N7ZRQ04JYN | 1,029 tok | $0.0002 | 2.9s
  13:32:10.355 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (505 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2874.1ms) [354788bf…]
    ✓ execution.phase.bootstrap (1.6ms) [354788bf…]
      ✓ phase.bootstrap.metrics (0.0ms) [354788bf…]
    ✓ execution.phase.strategy-select (1.9ms) [354788bf…]
      ✓ phase.strategy-select.metrics (0.0ms) [354788bf…]
    ✓ execution.phase.think (2846.6ms) [354788bf…]
      ✓ phase.think.metrics (0.0ms) [354788bf…]
    ✓ execution.phase.act (1.7ms) [354788bf…]
      ✓ phase.act.metrics (0.0ms) [354788bf…]
    ✓ execution.phase.observe (1.7ms) [354788bf…]
      ✓ phase.observe.metrics (0.0ms) [354788bf…]
    ✓ execution.phase.memory-flush (2.4ms) [354788bf…]
      ✓ phase.memory-flush.metrics (0.0ms) [354788bf…]
    ✓ execution.phase.complete (2.4ms) [354788bf…]
      ✓ phase.complete.metrics (0.0ms) [354788bf…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,029 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.8s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             2ms

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

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.522   Delta: +0.072
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.541 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.548 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":1029,"targetCallIteration":-1,"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] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5379953560371518 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'm unable to provide the identifier for package TX-88213. Please check the rele…") while 16 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'm unable to provide the identifier for package TX-88213. Please check the rele…") while 16 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] 1021 tokens
  📊 [metric:cost_usd] 0.00017339999999999999 usd
✗ [completion] Task failed in 1.9s with 1021 tokens

═══ Logs (11) ═══
  13:32:10.380 INFO  Execution started {"taskId":"01M0D3HR8BQCPA2551HPXT3TSP","agentId":"agent-1787146330371"}
  13:32:10.381 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:10.384 INFO  ◉ [strategy]   reactive
  13:32:10.384 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
  13:32:10.389 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:11.203 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:32:12.235 INFO  ◉ [think]      4 steps | 1,021 tok | 0.0s
  13:32:12.235 INFO  ◉ [act]        joke-tell (1 tools)
  13:32:12.242 INFO  Execution completed {"taskId":"01M0D3HR8BQCPA2551HPXT3TSP","success":false,"tokensUsed":1021,"cost":0.00017339999999999999,"duration":1863}
  13:32:12.242 INFO  ◉ [complete]   ✓ 01M0D3HR8BQCPA2551HPXT3TSP | 1,021 tok | $0.0002 | 1.9s
  13:32:12.242 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (506 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1875.4ms) [e470c227…]
    ✓ execution.phase.bootstrap (1.5ms) [e470c227…]
      ✓ phase.bootstrap.metrics (0.0ms) [e470c227…]
    ✓ execution.phase.strategy-select (1.9ms) [e470c227…]
      ✓ phase.strategy-select.metrics (0.0ms) [e470c227…]
    ✓ execution.phase.think (1850.1ms) [e470c227…]
      ✓ phase.think.metrics (0.0ms) [e470c227…]
    ✓ execution.phase.act (1.6ms) [e470c227…]
      ✓ phase.act.metrics (0.0ms) [e470c227…]
    ✓ execution.phase.observe (1.7ms) [e470c227…]
      ✓ phase.observe.metrics (0.0ms) [e470c227…]
    ✓ execution.phase.memory-flush (1.7ms) [e470c227…]
      ✓ phase.memory-flush.metrics (0.0ms) [e470c227…]
    ✓ execution.phase.complete (1.8ms) [e470c227…]
      ✓ phase.complete.metrics (0.0ms) [e470c227…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Failed   Duration: 1.9s   Steps: 4     │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,021 │
│ 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)
└─ ✅  joke-tell   1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.520   Delta: +0.070
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.538 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.546 →
   ┈┈┈
└─ 💡 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":false,"solved":false,"totalTokens":1021,"targetCallIteration":-1,"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] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5406807780320366 composite
✓ [phase:reactive:kernel] 1.8s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1017 tokens
  📊 [metric:cost_usd] 0.0001728 usd
✓ [completion] Task completed in 1.8s with 1017 tokens

═══ Logs (11) ═══
  13:32:12.267 INFO  Execution started {"taskId":"01M0D3HT3A0924GHTK81Z5F7YQ","agentId":"agent-1787146332259"}
  13:32:12.268 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:12.270 INFO  ◉ [strategy]   reactive
  13:32:12.270 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
  13:32:12.275 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:13.070 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:32:14.058 INFO  ◉ [think]      4 steps | 1,017 tok | 0.0s
  13:32:14.058 INFO  ◉ [act]        joke-tell (1 tools)
  13:32:14.066 INFO  Execution completed {"taskId":"01M0D3HT3A0924GHTK81Z5F7YQ","success":true,"tokensUsed":1017,"cost":0.0001728,"duration":1799}
  13:32:14.066 INFO  ◉ [complete]   ✓ 01M0D3HT3A0924GHTK81Z5F7YQ | 1,017 tok | $0.0002 | 1.8s
  13:32:14.066 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (507 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1810.6ms) [4fa5505b…]
    ✓ execution.phase.bootstrap (1.2ms) [4fa5505b…]
      ✓ phase.bootstrap.metrics (0.0ms) [4fa5505b…]
    ✓ execution.phase.strategy-select (1.4ms) [4fa5505b…]
      ✓ phase.strategy-select.metrics (0.0ms) [4fa5505b…]
    ✓ execution.phase.think (1787.9ms) [4fa5505b…]
      ✓ phase.think.metrics (0.0ms) [4fa5505b…]
    ✓ execution.phase.act (1.5ms) [4fa5505b…]
      ✓ phase.act.metrics (0.0ms) [4fa5505b…]
    ✓ execution.phase.observe (1.9ms) [4fa5505b…]
      ✓ phase.observe.metrics (0.0ms) [4fa5505b…]
    ✓ execution.phase.memory-flush (1.7ms) [4fa5505b…]
      ✓ phase.memory-flush.metrics (0.0ms) [4fa5505b…]
    ✓ execution.phase.complete (1.7ms) [4fa5505b…]
      ✓ phase.complete.metrics (0.0ms) [4fa5505b…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 1.8s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,017 │
│ 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)
└─ ✅  joke-tell   1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.522   Delta: +0.072
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.541 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.548 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":1017,"targetCallIteration":-1,"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] 1.1s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.5359908026755853 composite
✓ [phase:reactive:kernel] 2.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1032 tokens
  📊 [metric:cost_usd] 0.00017910000000000002 usd
✓ [completion] Task completed in 2.0s with 1032 tokens

═══ Logs (11) ═══
  13:32:14.089 INFO  Execution started {"taskId":"01M0D3HVW8AVY4ECM4C84B3G03","agentId":"agent-1787146334081"}
  13:32:14.091 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:32:14.092 INFO  ◉ [strategy]   reactive
  13:32:14.092 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
  13:32:14.097 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:15.196 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:32:16.058 INFO  ◉ [think]      4 steps | 1,032 tok | 0.0s
  13:32:16.058 INFO  ◉ [act]        joke-tell (1 tools)
  13:32:16.066 INFO  Execution completed {"taskId":"01M0D3HVW8AVY4ECM4C84B3G03","success":true,"tokensUsed":1032,"cost":0.00017910000000000002,"duration":1977}
  13:32:16.066 INFO  ◉ [complete]   ✓ 01M0D3HVW8AVY4ECM4C84B3G03 | 1,032 tok | $0.0002 | 2.0s
  13:32:16.066 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (508 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (1991.2ms) [2b5a0497…]
    ✓ execution.phase.bootstrap (1.3ms) [2b5a0497…]
      ✓ phase.bootstrap.metrics (0.0ms) [2b5a0497…]
    ✓ execution.phase.strategy-select (1.3ms) [2b5a0497…]
      ✓ phase.strategy-select.metrics (0.0ms) [2b5a0497…]
    ✓ execution.phase.think (1965.8ms) [2b5a0497…]
      ✓ phase.think.metrics (0.0ms) [2b5a0497…]
    ✓ execution.phase.act (1.5ms) [2b5a0497…]
      ✓ phase.act.metrics (0.0ms) [2b5a0497…]
    ✓ execution.phase.observe (1.8ms) [2b5a0497…]
      ✓ phase.observe.metrics (0.0ms) [2b5a0497…]
    ✓ execution.phase.memory-flush (1.7ms) [2b5a0497…]
      ✓ phase.memory-flush.metrics (0.0ms) [2b5a0497…]
    ✓ execution.phase.complete (1.7ms) [2b5a0497…]
      ✓ phase.complete.metrics (0.0ms) [2b5a0497…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,032 │
│ Cost:     ~$0.002                                │
╰──────────────────────────────────────────────────╯

📊 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)
└─ ✅  joke-tell   1 calls, 0ms avg

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.519   Delta: +0.069
├─ 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":"index","catalog":"small","success":true,"solved":false,"totalTokens":1032,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1}

=== openai/gpt-4o-mini/small/index summary: {"reps":[{"mode":"index","catalog":"small","success":true,"solved":false,"totalTokens":1019,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":false,"totalTokens":1029,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":false,"solved":false,"totalTokens":1021,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":false,"totalTokens":1017,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"small","success":true,"solved":false,"totalTokens":1032,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1}],"summary":{"n":5,"solvedRate":0,"foundRate":0,"avgIterWhenFound":null,"avgTokens":1024,"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] 3.9s
  📊 [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] 1.0s
  📊 [metric:entropy] 0.53825 composite
✓ [phase:reactive:kernel] 4.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1703 tokens
  📊 [metric:cost_usd] 0.00027885 usd
✓ [completion] Task completed in 4.9s with 1703 tokens

═══ Logs (11) ═══
  13:32:16.093 INFO  Execution started {"taskId":"01M0D3HXTWF12QBJW31TMKS4DF","agentId":"agent-1787146336084"}
  13:32:16.094 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:16.096 INFO  ◉ [strategy]   reactive
  13:32:16.096 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
  13:32:16.100 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:19.993 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
  13:32:21.009 INFO  ◉ [think]      4 steps | 1,703 tok | 0.0s
  13:32:21.009 INFO  ◉ [act]        discover-tools (1 tools)
  13:32:21.016 INFO  Execution completed {"taskId":"01M0D3HXTWF12QBJW31TMKS4DF","success":true,"tokensUsed":1703,"cost":0.00027885,"duration":4923}
  13:32:21.016 INFO  ◉ [complete]   ✓ 01M0D3HXTWF12QBJW31TMKS4DF | 1,703 tok | $0.0003 | 4.9s
  13:32:21.016 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (509 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (4937.8ms) [6140ab2a…]
    ✓ execution.phase.bootstrap (1.2ms) [6140ab2a…]
      ✓ phase.bootstrap.metrics (0.0ms) [6140ab2a…]
    ✓ execution.phase.strategy-select (1.2ms) [6140ab2a…]
      ✓ phase.strategy-select.metrics (0.0ms) [6140ab2a…]
    ✓ execution.phase.think (4913.2ms) [6140ab2a…]
      ✓ phase.think.metrics (0.0ms) [6140ab2a…]
    ✓ execution.phase.act (1.4ms) [6140ab2a…]
      ✓ phase.act.metrics (0.0ms) [6140ab2a…]
    ✓ execution.phase.observe (1.5ms) [6140ab2a…]
      ✓ phase.observe.metrics (0.0ms) [6140ab2a…]
    ✓ execution.phase.memory-flush (1.5ms) [6140ab2a…]
      ✓ phase.memory-flush.metrics (0.0ms) [6140ab2a…]
    ✓ execution.phase.complete (1.5ms) [6140ab2a…]
      ✓ phase.complete.metrics (0.0ms) [6140ab2a…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 4.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,703 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               4.9s (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: 0.520   Delta: +0.070
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.538 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.546 →
   ┈┈┈
└─ 💡 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":1703,"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] 1.5s
  📊 [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] 1.0s
  📊 [metric:entropy] 0.5275233957219252 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 don't have access to a tool that can look up package identifiers. Therefore, I…") 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 don't have access to a tool that can look up package identifiers. Therefore, I…") while 17 available user tool(s) were never invoked: weather-lookup, recipe-search, calendar-create-event, send-sms, music-recommend…)
✗ [phase:reactive:kernel] 2.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1701 tokens
  📊 [metric:cost_usd] 0.00020084999999999998 usd
✗ [completion] Task failed in 2.5s with 1701 tokens

═══ Logs (11) ═══
  13:32:21.044 INFO  Execution started {"taskId":"01M0D3J2NKYBMPMWEGAHTYD2TW","agentId":"agent-1787146341034"}
  13:32:21.046 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:32:21.048 INFO  ◉ [strategy]   reactive
  13:32:21.048 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
  13:32:21.053 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:22.542 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
  13:32:23.563 INFO  ◉ [think]      4 steps | 1,701 tok | 0.0s
  13:32:23.563 INFO  ◉ [act]        discover-tools (1 tools)
  13:32:23.573 INFO  Execution completed {"taskId":"01M0D3J2NKYBMPMWEGAHTYD2TW","success":false,"tokensUsed":1701,"cost":0.00020084999999999998,"duration":2529}
  13:32:23.573 INFO  ◉ [complete]   ✓ 01M0D3J2NKYBMPMWEGAHTYD2TW | 1,701 tok | $0.0002 | 2.5s
  13:32:23.573 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (510 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2541.0ms) [b2b028dc…]
    ✓ execution.phase.bootstrap (1.6ms) [b2b028dc…]
      ✓ phase.bootstrap.metrics (0.0ms) [b2b028dc…]
    ✓ execution.phase.strategy-select (1.6ms) [b2b028dc…]
      ✓ phase.strategy-select.metrics (0.0ms) [b2b028dc…]
    ✓ execution.phase.think (2514.3ms) [b2b028dc…]
      ✓ phase.think.metrics (0.0ms) [b2b028dc…]
    ✓ execution.phase.act (1.8ms) [b2b028dc…]
      ✓ phase.act.metrics (0.0ms) [b2b028dc…]
    ✓ execution.phase.observe (1.8ms) [b2b028dc…]
      ✓ phase.observe.metrics (0.0ms) [b2b028dc…]
    ✓ execution.phase.memory-flush (2.2ms) [b2b028dc…]
      ✓ phase.memory-flush.metrics (0.0ms) [b2b028dc…]
    ✓ execution.phase.complete (2.3ms) [b2b028dc…]
      ✓ phase.complete.metrics (0.0ms) [b2b028dc…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Failed   Duration: 2.5s   Steps: 4     │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,701 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.5s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             2ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  discover-tools  1 calls, 0ms 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 ███████████░░░░░░░░░ 0.528 →
├─  ┈┈┈ 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":false,"solved":false,"totalTokens":1701,"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] 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] 0.9s
  📊 [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] 1.1s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2777 tokens
  📊 [metric:cost_usd] 0.00036764999999999996 usd
✓ [completion] Task completed in 3.1s with 2777 tokens

═══ Logs (12) ═══
  13:32:23.605 INFO  Execution started {"taskId":"01M0D3J55MNHH2EHGXAFMW1ZHF","agentId":"agent-1787146343590"}
  13:32:23.607 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:32:23.610 INFO  ◉ [strategy]   reactive
  13:32:23.610 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
  13:32:23.616 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:24.649 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
  13:32:25.604 INFO  ◉ [ctx]        discover-tools result 1.7KB→1.2KB (68%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:26.678 INFO  ◉ [think]      7 steps | 2,777 tok | 0.0s
  13:32:26.678 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:26.686 INFO  Execution completed {"taskId":"01M0D3J55MNHH2EHGXAFMW1ZHF","success":true,"tokensUsed":2777,"cost":0.00036764999999999996,"duration":3082}
  13:32:26.686 INFO  ◉ [complete]   ✓ 01M0D3J55MNHH2EHGXAFMW1ZHF | 2,777 tok | $0.0004 | 3.1s
  13:32:26.686 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (511 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3094.7ms) [9b51fc16…]
    ✓ execution.phase.bootstrap (2.0ms) [9b51fc16…]
      ✓ phase.bootstrap.metrics (0.0ms) [9b51fc16…]
    ✓ execution.phase.strategy-select (2.2ms) [9b51fc16…]
      ✓ phase.strategy-select.metrics (0.0ms) [9b51fc16…]
    ✓ execution.phase.think (3067.5ms) [9b51fc16…]
      ✓ phase.think.metrics (0.0ms) [9b51fc16…]
    ✓ execution.phase.act (1.6ms) [9b51fc16…]
      ✓ phase.act.metrics (0.0ms) [9b51fc16…]
    ✓ execution.phase.observe (1.8ms) [9b51fc16…]
      ✓ phase.observe.metrics (0.0ms) [9b51fc16…]
    ✓ execution.phase.memory-flush (1.8ms) [9b51fc16…]
      ✓ phase.memory-flush.metrics (0.0ms) [9b51fc16…]
    ✓ execution.phase.complete (1.8ms) [9b51fc16…]
      ✓ phase.complete.metrics (0.0ms) [9b51fc16…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.1s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,777 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               3.1s (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":"small","success":true,"solved":true,"totalTokens":2777,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[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] 1.4s
  📊 [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] 0.5248263888888889 composite
✓ [phase:reactive:kernel] 3.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 1706 tokens
  📊 [metric:cost_usd] 0.00020295 usd
✓ [completion] Task completed in 3.0s with 1706 tokens

═══ Logs (11) ═══
  13:32:26.712 INFO  Execution started {"taskId":"01M0D3J86QCSZKV6V6QX69GR6T","agentId":"agent-1787146346703"}
  13:32:26.713 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:26.715 INFO  ◉ [strategy]   reactive
  13:32:26.715 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
  13:32:26.719 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:28.164 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
  13:32:29.680 INFO  ◉ [think]      4 steps | 1,706 tok | 0.0s
  13:32:29.680 INFO  ◉ [act]        discover-tools (1 tools)
  13:32:29.688 INFO  Execution completed {"taskId":"01M0D3J86QCSZKV6V6QX69GR6T","success":true,"tokensUsed":1706,"cost":0.00020295,"duration":2976}
  13:32:29.688 INFO  ◉ [complete]   ✓ 01M0D3J86QCSZKV6V6QX69GR6T | 1,706 tok | $0.0002 | 3.0s
  13:32:29.688 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (512 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2985.3ms) [bdea8002…]
    ✓ execution.phase.bootstrap (1.1ms) [bdea8002…]
      ✓ phase.bootstrap.metrics (0.0ms) [bdea8002…]
    ✓ execution.phase.strategy-select (1.1ms) [bdea8002…]
      ✓ phase.strategy-select.metrics (0.0ms) [bdea8002…]
    ✓ execution.phase.think (2964.3ms) [bdea8002…]
      ✓ phase.think.metrics (0.0ms) [bdea8002…]
    ✓ execution.phase.act (1.7ms) [bdea8002…]
      ✓ phase.act.metrics (0.0ms) [bdea8002…]
    ✓ execution.phase.observe (1.7ms) [bdea8002…]
      ✓ phase.observe.metrics (0.0ms) [bdea8002…]
    ✓ execution.phase.memory-flush (1.8ms) [bdea8002…]
      ✓ phase.memory-flush.metrics (0.0ms) [bdea8002…]
    ✓ execution.phase.complete (1.7ms) [bdea8002…]
      ✓ phase.complete.metrics (0.0ms) [bdea8002…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 1,706 │
│ Cost:     ~$0.003                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.0s (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: 0.505   Delta: +0.039
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ██████████░░░░░░░░░░ 0.525 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ██████████░░░░░░░░░░ 0.515 →
   ┈┈┈
└─ 💡 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":1706,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1}

[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] 1.6s
  📊 [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] 1.4s
  📊 [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] 4.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2773 tokens
  📊 [metric:cost_usd] 0.0003666 usd
✓ [completion] Task completed in 4.1s with 2773 tokens

═══ Logs (12) ═══
  13:32:29.716 INFO  Execution started {"taskId":"01M0D3JB4KZHJ5APM1AV89Y7SD","agentId":"agent-1787146349702"}
  13:32:29.719 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:32:29.723 INFO  ◉ [strategy]   reactive
  13:32:29.723 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
  13:32:29.728 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:31.335 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
  13:32:32.738 INFO  ◉ [ctx]        discover-tools result 1.7KB→1.2KB (68%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:33.780 INFO  ◉ [think]      7 steps | 2,773 tok | 0.0s
  13:32:33.781 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:33.787 INFO  Execution completed {"taskId":"01M0D3JB4KZHJ5APM1AV89Y7SD","success":true,"tokensUsed":2773,"cost":0.0003666,"duration":4071}
  13:32:33.787 INFO  ◉ [complete]   ✓ 01M0D3JB4KZHJ5APM1AV89Y7SD | 2,773 tok | $0.0004 | 4.1s
  13:32:33.787 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (513 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (4082.3ms) [30d9d172…]
    ✓ execution.phase.bootstrap (2.3ms) [30d9d172…]
      ✓ phase.bootstrap.metrics (0.0ms) [30d9d172…]
    ✓ execution.phase.strategy-select (2.4ms) [30d9d172…]
      ✓ phase.strategy-select.metrics (0.0ms) [30d9d172…]
    ✓ execution.phase.think (4057.7ms) [30d9d172…]
      ✓ phase.think.metrics (0.0ms) [30d9d172…]
    ✓ execution.phase.act (1.3ms) [30d9d172…]
      ✓ phase.act.metrics (0.0ms) [30d9d172…]
    ✓ execution.phase.observe (1.5ms) [30d9d172…]
      ✓ phase.observe.metrics (0.0ms) [30d9d172…]
    ✓ execution.phase.memory-flush (1.5ms) [30d9d172…]
      ✓ phase.memory-flush.metrics (0.0ms) [30d9d172…]
    ✓ execution.phase.complete (1.5ms) [30d9d172…]
      ✓ phase.complete.metrics (0.0ms) [30d9d172…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 4.1s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,773 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            2ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               4.1s (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":2773,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

=== openai/gpt-4o-mini/small/hybrid summary: {"reps":[{"mode":"hybrid","catalog":"small","success":true,"solved":false,"totalTokens":1703,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"small","success":false,"solved":false,"totalTokens":1701,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"small","success":true,"solved":true,"totalTokens":2777,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"small","success":true,"solved":false,"totalTokens":1706,"targetCallIteration":-1,"discoverCalled":true,"actionCount":1},{"mode":"hybrid","catalog":"small","success":true,"solved":true,"totalTokens":2773,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}],"summary":{"n":5,"solvedRate":0.4,"foundRate":0.4,"avgIterWhenFound":1,"avgTokens":2132,"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] 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] 2.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 4.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5363 tokens
  📊 [metric:cost_usd] 0.0004767 usd
✓ [completion] Task completed in 4.0s with 5363 tokens

═══ Logs (12) ═══
  13:32:33.810 INFO  Execution started {"taskId":"01M0D3JF4H454XY7NAN223ENRD","agentId":"agent-1787146353802"}
  13:32:33.811 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:33.813 INFO  ◉ [strategy]   reactive
  13:32:33.813 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
  13:32:33.816 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:34.782 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
  13:32:35.862 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:37.838 INFO  ◉ [think]      7 steps | 5,363 tok | 0.0s
  13:32:37.838 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:37.845 INFO  Execution completed {"taskId":"01M0D3JF4H454XY7NAN223ENRD","success":true,"tokensUsed":5363,"cost":0.0004767,"duration":4036}
  13:32:37.845 INFO  ◉ [complete]   ✓ 01M0D3JF4H454XY7NAN223ENRD | 5,363 tok | $0.0005 | 4.0s
  13:32:37.845 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (514 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (4044.2ms) [5936f4f4…]
    ✓ execution.phase.bootstrap (1.1ms) [5936f4f4…]
      ✓ phase.bootstrap.metrics (0.0ms) [5936f4f4…]
    ✓ execution.phase.strategy-select (1.1ms) [5936f4f4…]
      ✓ phase.strategy-select.metrics (0.0ms) [5936f4f4…]
    ✓ execution.phase.think (4025.2ms) [5936f4f4…]
      ✓ phase.think.metrics (0.0ms) [5936f4f4…]
    ✓ execution.phase.act (1.4ms) [5936f4f4…]
      ✓ phase.act.metrics (0.0ms) [5936f4f4…]
    ✓ execution.phase.observe (1.4ms) [5936f4f4…]
      ✓ phase.observe.metrics (0.0ms) [5936f4f4…]
    ✓ execution.phase.memory-flush (1.5ms) [5936f4f4…]
      ✓ phase.memory-flush.metrics (0.0ms) [5936f4f4…]
    ✓ execution.phase.complete (1.5ms) [5936f4f4…]
      ✓ phase.complete.metrics (0.0ms) [5936f4f4…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 4.0s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,363 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               4.0s (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":5363,"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] 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] 1.0s
  📊 [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] 1.5s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5363 tokens
  📊 [metric:cost_usd] 0.0005823 usd
✓ [completion] Task completed in 3.6s with 5363 tokens

═══ Logs (12) ═══
  13:32:37.872 INFO  Execution started {"taskId":"01M0D3JK3E1661TQ6MJF6J7MX1","agentId":"agent-1787146357858"}
  13:32:37.874 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:32:37.877 INFO  ◉ [strategy]   reactive
  13:32:37.877 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
  13:32:37.883 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:38.864 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
  13:32:39.898 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:41.410 INFO  ◉ [think]      7 steps | 5,363 tok | 0.0s
  13:32:41.410 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:41.417 INFO  Execution completed {"taskId":"01M0D3JK3E1661TQ6MJF6J7MX1","success":true,"tokensUsed":5363,"cost":0.0005823,"duration":3545}
  13:32:41.417 INFO  ◉ [complete]   ✓ 01M0D3JK3E1661TQ6MJF6J7MX1 | 5,363 tok | $0.0006 | 3.5s
  13:32:41.417 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (515 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3555.9ms) [2e013473…]
    ✓ execution.phase.bootstrap (2.0ms) [2e013473…]
      ✓ phase.bootstrap.metrics (0.0ms) [2e013473…]
    ✓ execution.phase.strategy-select (1.9ms) [2e013473…]
      ✓ phase.strategy-select.metrics (0.0ms) [2e013473…]
    ✓ execution.phase.think (3532.8ms) [2e013473…]
      ✓ phase.think.metrics (0.0ms) [2e013473…]
    ✓ execution.phase.act (1.3ms) [2e013473…]
      ✓ phase.act.metrics (0.0ms) [2e013473…]
    ✓ execution.phase.observe (1.5ms) [2e013473…]
      ✓ phase.observe.metrics (0.0ms) [2e013473…]
    ✓ execution.phase.memory-flush (1.5ms) [2e013473…]
      ✓ phase.memory-flush.metrics (0.0ms) [2e013473…]
    ✓ execution.phase.complete (1.5ms) [2e013473…]
      ✓ phase.complete.metrics (0.0ms) [2e013473…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.5s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,363 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.5s (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] 2.0s
  📊 [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] 1.0s
  📊 [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] 4.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5342 tokens
  📊 [metric:cost_usd] 0.0004713 usd
✓ [completion] Task completed in 4.1s with 5342 tokens

═══ Logs (12) ═══
  13:32:41.439 INFO  Execution started {"taskId":"01M0D3JPJYS61S1WSGDKJM50X5","agentId":"agent-1787146361430"}
  13:32:41.442 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 4ms
  13:32:41.445 INFO  ◉ [strategy]   reactive
  13:32:41.445 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
  13:32:41.450 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:43.470 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
  13:32:44.469 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:45.489 INFO  ◉ [think]      7 steps | 5,342 tok | 0.0s
  13:32:45.489 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:45.495 INFO  Execution completed {"taskId":"01M0D3JPJYS61S1WSGDKJM50X5","success":true,"tokensUsed":5342,"cost":0.0004713,"duration":4057}
  13:32:45.495 INFO  ◉ [complete]   ✓ 01M0D3JPJYS61S1WSGDKJM50X5 | 5,342 tok | $0.0005 | 4.1s
  13:32:45.495 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (516 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (4066.1ms) [1a65406d…]
    ✓ execution.phase.bootstrap (2.6ms) [1a65406d…]
      ✓ phase.bootstrap.metrics (0.0ms) [1a65406d…]
    ✓ execution.phase.strategy-select (2.2ms) [1a65406d…]
      ✓ phase.strategy-select.metrics (0.0ms) [1a65406d…]
    ✓ execution.phase.think (4043.1ms) [1a65406d…]
      ✓ phase.think.metrics (0.0ms) [1a65406d…]
    ✓ execution.phase.act (1.2ms) [1a65406d…]
      ✓ phase.act.metrics (0.0ms) [1a65406d…]
    ✓ execution.phase.observe (1.6ms) [1a65406d…]
      ✓ phase.observe.metrics (0.0ms) [1a65406d…]
    ✓ execution.phase.memory-flush (1.5ms) [1a65406d…]
      ✓ phase.memory-flush.metrics (0.0ms) [1a65406d…]
    ✓ execution.phase.complete (1.6ms) [1a65406d…]
      ✓ phase.complete.metrics (0.0ms) [1a65406d…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 4.1s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,342 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            2ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               4.0s (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":5342,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[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] 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] 1.0s
  📊 [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] 3.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5363 tokens
  📊 [metric:cost_usd] 0.0004767 usd
✓ [completion] Task completed in 3.0s with 5363 tokens

═══ Logs (12) ═══
  13:32:45.516 INFO  Execution started {"taskId":"01M0D3JTJC0J42W4DMWCF2PBV5","agentId":"agent-1787146365508"}
  13:32:45.518 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:45.520 INFO  ◉ [strategy]   reactive
  13:32:45.521 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
  13:32:45.525 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:46.514 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
  13:32:47.531 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:48.548 INFO  ◉ [think]      7 steps | 5,363 tok | 0.0s
  13:32:48.548 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:48.556 INFO  Execution completed {"taskId":"01M0D3JTJC0J42W4DMWCF2PBV5","success":true,"tokensUsed":5363,"cost":0.0004767,"duration":3039}
  13:32:48.556 INFO  ◉ [complete]   ✓ 01M0D3JTJC0J42W4DMWCF2PBV5 | 5,363 tok | $0.0005 | 3.0s
  13:32:48.556 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (517 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3050.1ms) [79b242b1…]
    ✓ execution.phase.bootstrap (1.6ms) [79b242b1…]
      ✓ phase.bootstrap.metrics (0.0ms) [79b242b1…]
    ✓ execution.phase.strategy-select (1.8ms) [79b242b1…]
      ✓ phase.strategy-select.metrics (0.0ms) [79b242b1…]
    ✓ execution.phase.think (3026.9ms) [79b242b1…]
      ✓ phase.think.metrics (0.0ms) [79b242b1…]
    ✓ execution.phase.act (1.6ms) [79b242b1…]
      ✓ phase.act.metrics (0.0ms) [79b242b1…]
    ✓ execution.phase.observe (1.8ms) [79b242b1…]
      ✓ phase.observe.metrics (0.0ms) [79b242b1…]
    ✓ execution.phase.memory-flush (1.8ms) [79b242b1…]
      ✓ phase.memory-flush.metrics (0.0ms) [79b242b1…]
    ✓ execution.phase.complete (2.0ms) [79b242b1…]
      ✓ phase.complete.metrics (0.0ms) [79b242b1…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.0s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,363 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.0s (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 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] 2.6s
  📊 [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] 1.5s
  📊 [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] 5.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5363 tokens
  📊 [metric:cost_usd] 0.00046709999999999997 usd
✓ [completion] Task completed in 5.2s with 5363 tokens

═══ Logs (12) ═══
  13:32:48.579 INFO  Execution started {"taskId":"01M0D3JXJ3ZVMEJ61XJXZ2W8A8","agentId":"agent-1787146368570"}
  13:32:48.582 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:32:48.584 INFO  ◉ [strategy]   reactive
  13:32:48.584 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
  13:32:48.590 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:32:51.165 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
  13:32:52.630 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:32:53.722 INFO  ◉ [think]      7 steps | 5,363 tok | 0.0s
  13:32:53.722 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:32:53.730 INFO  Execution completed {"taskId":"01M0D3JXJ3ZVMEJ61XJXZ2W8A8","success":true,"tokensUsed":5363,"cost":0.00046709999999999997,"duration":5150}
  13:32:53.730 INFO  ◉ [complete]   ✓ 01M0D3JXJ3ZVMEJ61XJXZ2W8A8 | 5,363 tok | $0.0005 | 5.2s
  13:32:53.730 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (518 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (5163.0ms) [58a990b3…]
    ✓ execution.phase.bootstrap (1.9ms) [58a990b3…]
      ✓ phase.bootstrap.metrics (0.0ms) [58a990b3…]
    ✓ execution.phase.strategy-select (1.8ms) [58a990b3…]
      ✓ phase.strategy-select.metrics (0.0ms) [58a990b3…]
    ✓ execution.phase.think (5137.4ms) [58a990b3…]
      ✓ phase.think.metrics (0.0ms) [58a990b3…]
    ✓ execution.phase.act (1.6ms) [58a990b3…]
      ✓ phase.act.metrics (0.0ms) [58a990b3…]
    ✓ execution.phase.observe (1.9ms) [58a990b3…]
      ✓ phase.observe.metrics (0.0ms) [58a990b3…]
    ✓ execution.phase.memory-flush (1.9ms) [58a990b3…]
      ✓ phase.memory-flush.metrics (0.0ms) [58a990b3…]
    ✓ execution.phase.complete (1.9ms) [58a990b3…]
      ✓ phase.complete.metrics (0.0ms) [58a990b3…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 5.2s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,363 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               5.1s (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":5363,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

=== openai/gpt-4o-mini/large/discover summary: {"reps":[{"mode":"discover","catalog":"large","success":true,"solved":true,"totalTokens":5363,"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":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":true,"totalTokens":5363,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}],"summary":{"n":5,"solvedRate":1,"foundRate":1,"avgIterWhenFound":1,"avgTokens":5359,"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] 0.9s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.5403349282296651 composite
✓ [phase:reactive:kernel] 2.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2384 tokens
  📊 [metric:cost_usd] 0.000216 usd
✓ [completion] Task completed in 2.1s with 2384 tokens

═══ Logs (11) ═══
  13:32:53.756 INFO  Execution started {"taskId":"01M0D3K2KW3W1HR1ENC0C8GS9V","agentId":"agent-1787146373747"}
  13:32:53.758 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:32:53.759 INFO  ◉ [strategy]   reactive
  13:32:53.759 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
  13:32:53.762 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:54.674 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:32:55.791 INFO  ◉ [think]      4 steps | 2,384 tok | 0.0s
  13:32:55.791 INFO  ◉ [act]        joke-tell (1 tools)
  13:32:55.801 INFO  Execution completed {"taskId":"01M0D3K2KW3W1HR1ENC0C8GS9V","success":true,"tokensUsed":2384,"cost":0.000216,"duration":2044}
  13:32:55.801 INFO  ◉ [complete]   ✓ 01M0D3K2KW3W1HR1ENC0C8GS9V | 2,384 tok | $0.0002 | 2.0s
  13:32:55.801 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (519 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2057.9ms) [db785895…]
    ✓ execution.phase.bootstrap (1.0ms) [db785895…]
      ✓ phase.bootstrap.metrics (0.0ms) [db785895…]
    ✓ execution.phase.strategy-select (1.0ms) [db785895…]
      ✓ phase.strategy-select.metrics (0.0ms) [db785895…]
    ✓ execution.phase.think (2030.1ms) [db785895…]
      ✓ phase.think.metrics (0.0ms) [db785895…]
    ✓ execution.phase.act (2.2ms) [db785895…]
      ✓ phase.act.metrics (0.0ms) [db785895…]
    ✓ execution.phase.observe (3.5ms) [db785895…]
      ✓ phase.observe.metrics (0.0ms) [db785895…]
    ✓ execution.phase.memory-flush (2.0ms) [db785895…]
      ✓ phase.memory-flush.metrics (0.0ms) [db785895…]
    ✓ execution.phase.complete (1.6ms) [db785895…]
      ✓ phase.complete.metrics (0.0ms) [db785895…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.0s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,384 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.0s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              2ms
├─ ✅  [memory-flush]         2ms
└─ ✅  [complete]             1ms

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

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.521   Delta: +0.071
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.540 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.548 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":2384,"targetCallIteration":-1,"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] 1.4s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 3.8s
  📊 [metric:entropy] 0.5379953560371518 composite
✓ [phase:reactive:kernel] 5.2s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2381 tokens
  📊 [metric:cost_usd] 0.0002142 usd
✓ [completion] Task completed in 5.2s with 2381 tokens

═══ Logs (11) ═══
  13:32:55.831 INFO  Execution started {"taskId":"01M0D3K4MPXY171E5XFSXTPAAZ","agentId":"agent-1787146375818"}
  13:32:55.836 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 6ms
  13:32:55.839 INFO  ◉ [strategy]   reactive
  13:32:55.839 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
  13:32:55.843 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:32:57.222 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:33:01.036 INFO  ◉ [think]      4 steps | 2,381 tok | 0.0s
  13:33:01.036 INFO  ◉ [act]        joke-tell (1 tools)
  13:33:01.043 INFO  Execution completed {"taskId":"01M0D3K4MPXY171E5XFSXTPAAZ","success":true,"tokensUsed":2381,"cost":0.0002142,"duration":5213}
  13:33:01.043 INFO  ◉ [complete]   ✓ 01M0D3K4MPXY171E5XFSXTPAAZ | 2,381 tok | $0.0002 | 5.2s
  13:33:01.044 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (520 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (5222.6ms) [84090a1c…]
    ✓ execution.phase.bootstrap (5.0ms) [84090a1c…]
      ✓ phase.bootstrap.metrics (0.0ms) [84090a1c…]
    ✓ execution.phase.strategy-select (1.2ms) [84090a1c…]
      ✓ phase.strategy-select.metrics (0.0ms) [84090a1c…]
    ✓ execution.phase.think (5196.5ms) [84090a1c…]
      ✓ phase.think.metrics (0.0ms) [84090a1c…]
    ✓ execution.phase.act (1.7ms) [84090a1c…]
      ✓ phase.act.metrics (0.0ms) [84090a1c…]
    ✓ execution.phase.observe (1.8ms) [84090a1c…]
      ✓ phase.observe.metrics (0.0ms) [84090a1c…]
    ✓ execution.phase.memory-flush (1.7ms) [84090a1c…]
      ✓ phase.memory-flush.metrics (0.0ms) [84090a1c…]
    ✓ execution.phase.complete (1.6ms) [84090a1c…]
      ✓ phase.complete.metrics (0.0ms) [84090a1c…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 5.2s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,381 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            4ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               5.2s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

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

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.520   Delta: +0.070
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.538 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.546 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":2381,"targetCallIteration":-1,"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] 0.8s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 3.0s
  📊 [metric:entropy] 0.5320454545454546 composite
✓ [phase:reactive:kernel] 3.9s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2384 tokens
  📊 [metric:cost_usd] 0.00029279999999999996 usd
✓ [completion] Task completed in 3.9s with 2384 tokens

═══ Logs (11) ═══
  13:33:01.064 INFO  Execution started {"taskId":"01M0D3K9R7M191FPJTTAMSMGKT","agentId":"agent-1787146381056"}
  13:33:01.066 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:33:01.068 INFO  ◉ [strategy]   reactive
  13:33:01.068 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
  13:33:01.072 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:33:01.909 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:33:04.944 INFO  ◉ [think]      4 steps | 2,384 tok | 0.0s
  13:33:04.944 INFO  ◉ [act]        joke-tell (1 tools)
  13:33:04.950 INFO  Execution completed {"taskId":"01M0D3K9R7M191FPJTTAMSMGKT","success":true,"tokensUsed":2384,"cost":0.00029279999999999996,"duration":3887}
  13:33:04.950 INFO  ◉ [complete]   ✓ 01M0D3K9R7M191FPJTTAMSMGKT | 2,384 tok | $0.0003 | 3.9s
  13:33:04.950 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (521 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3899.2ms) [dbf4f8f5…]
    ✓ execution.phase.bootstrap (1.4ms) [dbf4f8f5…]
      ✓ phase.bootstrap.metrics (0.0ms) [dbf4f8f5…]
    ✓ execution.phase.strategy-select (1.6ms) [dbf4f8f5…]
      ✓ phase.strategy-select.metrics (0.0ms) [dbf4f8f5…]
    ✓ execution.phase.think (3875.7ms) [dbf4f8f5…]
      ✓ phase.think.metrics (0.0ms) [dbf4f8f5…]
    ✓ execution.phase.act (1.2ms) [dbf4f8f5…]
      ✓ phase.act.metrics (0.0ms) [dbf4f8f5…]
    ✓ execution.phase.observe (1.4ms) [dbf4f8f5…]
      ✓ phase.observe.metrics (0.0ms) [dbf4f8f5…]
    ✓ execution.phase.memory-flush (1.6ms) [dbf4f8f5…]
      ✓ phase.memory-flush.metrics (0.0ms) [dbf4f8f5…]
    ✓ execution.phase.complete (1.6ms) [dbf4f8f5…]
      ✓ phase.complete.metrics (0.0ms) [dbf4f8f5…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.9s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,384 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.9s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

🔧 Tool Execution (1 calls across 1 tools)
└─ ✅  joke-tell   1 calls, 0ms 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":"index","catalog":"large","success":true,"solved":false,"totalTokens":2384,"targetCallIteration":-1,"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] 1.5s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.5394444444444444 composite
✓ [phase:reactive:kernel] 2.5s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2383 tokens
  📊 [metric:cost_usd] 0.00021539999999999998 usd
✓ [completion] Task completed in 2.5s with 2383 tokens

═══ Logs (11) ═══
  13:33:04.976 INFO  Execution started {"taskId":"01M0D3KDJFEV5JWC7MRN9Z6QCT","agentId":"agent-1787146384967"}
  13:33:04.977 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:33:04.979 INFO  ◉ [strategy]   reactive
  13:33:04.979 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
  13:33:04.983 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:33:06.466 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:33:07.478 INFO  ◉ [think]      4 steps | 2,383 tok | 0.0s
  13:33:07.478 INFO  ◉ [act]        joke-tell (1 tools)
  13:33:07.485 INFO  Execution completed {"taskId":"01M0D3KDJFEV5JWC7MRN9Z6QCT","success":true,"tokensUsed":2383,"cost":0.00021539999999999998,"duration":2510}
  13:33:07.485 INFO  ◉ [complete]   ✓ 01M0D3KDJFEV5JWC7MRN9Z6QCT | 2,383 tok | $0.0002 | 2.5s
  13:33:07.486 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (522 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (2520.9ms) [36a07569…]
    ✓ execution.phase.bootstrap (1.3ms) [36a07569…]
      ✓ phase.bootstrap.metrics (0.0ms) [36a07569…]
    ✓ execution.phase.strategy-select (1.2ms) [36a07569…]
      ✓ phase.strategy-select.metrics (0.0ms) [36a07569…]
    ✓ execution.phase.think (2499.0ms) [36a07569…]
      ✓ phase.think.metrics (0.0ms) [36a07569…]
    ✓ execution.phase.act (1.4ms) [36a07569…]
      ✓ phase.act.metrics (0.0ms) [36a07569…]
    ✓ execution.phase.observe (1.7ms) [36a07569…]
      ✓ phase.observe.metrics (0.0ms) [36a07569…]
    ✓ execution.phase.memory-flush (1.6ms) [36a07569…]
      ✓ phase.memory-flush.metrics (0.0ms) [36a07569…]
    ✓ execution.phase.complete (1.6ms) [36a07569…]
      ✓ phase.complete.metrics (0.0ms) [36a07569…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 2.5s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,383 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               2.5s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

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

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.521   Delta: +0.071
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.539 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.547 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":2383,"targetCallIteration":-1,"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] 8.2s
  📊 [metric:entropy] 0.47624999999999995 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:joke-tell] iter 0
  ✓ [tool:joke-tell] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.5390277777777778 composite
✓ [phase:reactive:kernel] 9.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2386 tokens
  📊 [metric:cost_usd] 0.0002163 usd
✓ [completion] Task completed in 9.1s with 2386 tokens

═══ Logs (11) ═══
  13:33:07.508 INFO  Execution started {"taskId":"01M0D3KG1KA17Q5T89NH2SQ828","agentId":"agent-1787146387500"}
  13:33:07.509 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:33:07.510 INFO  ◉ [strategy]   reactive
  13:33:07.511 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
  13:33:07.513 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall
  13:33:15.762 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, final-answer
  13:33:16.568 INFO  ◉ [think]      4 steps | 2,386 tok | 0.0s
  13:33:16.568 INFO  ◉ [act]        joke-tell (1 tools)
  13:33:16.576 INFO  Execution completed {"taskId":"01M0D3KG1KA17Q5T89NH2SQ828","success":true,"tokensUsed":2386,"cost":0.0002163,"duration":9068}
  13:33:16.576 INFO  ◉ [complete]   ✓ 01M0D3KG1KA17Q5T89NH2SQ828 | 2,386 tok | $0.0002 | 9.1s
  13:33:16.578 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (523 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (9081.8ms) [c368c971…]
    ✓ execution.phase.bootstrap (1.0ms) [c368c971…]
      ✓ phase.bootstrap.metrics (0.0ms) [c368c971…]
    ✓ execution.phase.strategy-select (1.0ms) [c368c971…]
      ✓ phase.strategy-select.metrics (0.0ms) [c368c971…]
    ✓ execution.phase.think (9057.0ms) [c368c971…]
      ✓ phase.think.metrics (0.0ms) [c368c971…]
    ✓ execution.phase.act (1.8ms) [c368c971…]
      ✓ phase.act.metrics (0.0ms) [c368c971…]
    ✓ execution.phase.observe (1.7ms) [c368c971…]
      ✓ phase.observe.metrics (0.0ms) [c368c971…]
    ✓ execution.phase.memory-flush (1.7ms) [c368c971…]
      ✓ phase.memory-flush.metrics (0.0ms) [c368c971…]
    ✓ execution.phase.complete (1.7ms) [c368c971…]
      ✓ phase.complete.metrics (0.0ms) [c368c971…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 9.1s   Steps: 4    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 2,386 │
│ Cost:     ~$0.004                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               9.1s (4 steps, 100% of time)
├─ ✅  [act]                  1ms (1 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         1ms
└─ ✅  [complete]             1ms

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

🧠 Reasoning Signal
├─ Grade: C   Signal: flat   Mean: 0.521   Delta: +0.071
├─ Model stalled — entropy didn't decrease across iterations
├─  iter  0 ██████████░░░░░░░░░░ 0.476 →
├─  iter  1 ███████████░░░░░░░░░ 0.539 →
├─  ┈┈┈ 2 tool/system steps (no thought scored) ┈┈┈
└─  iter  4 ███████████░░░░░░░░░ 0.547 →
   ┈┈┈
└─ 💡 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":false,"totalTokens":2386,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1}

=== openai/gpt-4o-mini/large/index summary: {"reps":[{"mode":"index","catalog":"large","success":true,"solved":false,"totalTokens":2384,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":false,"totalTokens":2381,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":false,"totalTokens":2384,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":false,"totalTokens":2383,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1},{"mode":"index","catalog":"large","success":true,"solved":false,"totalTokens":2386,"targetCallIteration":-1,"discoverCalled":false,"actionCount":1}],"summary":{"n":5,"solvedRate":0,"foundRate":0,"avgIterWhenFound":null,"avgTokens":2384,"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] 2.3s
  📊 [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] 5.1s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 8.6s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5533 tokens
  📊 [metric:cost_usd] 0.0004925999999999999 usd
✓ [completion] Task completed in 8.7s with 5533 tokens

═══ Logs (12) ═══
  13:33:16.604 INFO  Execution started {"taskId":"01M0D3KRXTG76YK57D40X5AXSN","agentId":"agent-1787146396593"}
  13:33:16.605 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:33:16.607 INFO  ◉ [strategy]   reactive
  13:33:16.607 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
  13:33:16.614 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:33:18.952 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
  13:33:20.141 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:33:25.239 INFO  ◉ [think]      7 steps | 5,533 tok | 0.0s
  13:33:25.239 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:33:25.249 INFO  Execution completed {"taskId":"01M0D3KRXTG76YK57D40X5AXSN","success":true,"tokensUsed":5533,"cost":0.0004925999999999999,"duration":8645}
  13:33:25.249 INFO  ◉ [complete]   ✓ 01M0D3KRXTG76YK57D40X5AXSN | 5,533 tok | $0.0005 | 8.6s
  13:33:25.249 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (524 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (8656.1ms) [f5d9d3d1…]
    ✓ execution.phase.bootstrap (1.3ms) [f5d9d3d1…]
      ✓ phase.bootstrap.metrics (0.0ms) [f5d9d3d1…]
    ✓ execution.phase.strategy-select (1.1ms) [f5d9d3d1…]
      ✓ phase.strategy-select.metrics (0.0ms) [f5d9d3d1…]
    ✓ execution.phase.think (8631.3ms) [f5d9d3d1…]
      ✓ phase.think.metrics (0.0ms) [f5d9d3d1…]
    ✓ execution.phase.act (1.7ms) [f5d9d3d1…]
      ✓ phase.act.metrics (0.0ms) [f5d9d3d1…]
    ✓ execution.phase.observe (1.8ms) [f5d9d3d1…]
      ✓ phase.observe.metrics (0.0ms) [f5d9d3d1…]
    ✓ execution.phase.memory-flush (3.1ms) [f5d9d3d1…]
      ✓ phase.memory-flush.metrics (0.0ms) [f5d9d3d1…]
    ✓ execution.phase.complete (2.3ms) [f5d9d3d1…]
      ✓ phase.complete.metrics (0.0ms) [f5d9d3d1…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 8.6s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,533 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               8.6s (7 steps, 100% of time)
├─ ✅  [act]                  1ms (2 calls)
├─ ✅  [observe]              1ms
├─ ✅  [memory-flush]         3ms
└─ ✅  [complete]             2ms

🔧 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":5533,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

[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] 1.5s
  📊 [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] 8.2s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 10.7s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5533 tokens
  📊 [metric:cost_usd] 0.0004925999999999999 usd
✓ [completion] Task completed in 10.7s with 5533 tokens

═══ Logs (12) ═══
  13:33:25.279 INFO  Execution started {"taskId":"01M0D3M1CZDARAZ4FA4ZVSDG8H","agentId":"agent-1787146405265"}
  13:33:25.282 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:33:25.286 INFO  ◉ [strategy]   reactive
  13:33:25.286 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
  13:33:25.292 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:33:26.261 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
  13:33:27.788 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:33:35.946 INFO  ◉ [think]      7 steps | 5,533 tok | 0.0s
  13:33:35.946 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:33:35.952 INFO  Execution completed {"taskId":"01M0D3M1CZDARAZ4FA4ZVSDG8H","success":true,"tokensUsed":5533,"cost":0.0004925999999999999,"duration":10673}
  13:33:35.952 INFO  ◉ [complete]   ✓ 01M0D3M1CZDARAZ4FA4ZVSDG8H | 5,533 tok | $0.0005 | 10.7s
  13:33:35.953 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (525 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (10682.6ms) [45b50892…]
    ✓ execution.phase.bootstrap (2.3ms) [45b50892…]
      ✓ phase.bootstrap.metrics (0.0ms) [45b50892…]
    ✓ execution.phase.strategy-select (2.5ms) [45b50892…]
      ✓ phase.strategy-select.metrics (0.0ms) [45b50892…]
    ✓ execution.phase.think (10659.5ms) [45b50892…]
      ✓ phase.think.metrics (0.0ms) [45b50892…]
    ✓ execution.phase.act (1.3ms) [45b50892…]
      ✓ phase.act.metrics (0.0ms) [45b50892…]
    ✓ execution.phase.observe (1.5ms) [45b50892…]
      ✓ phase.observe.metrics (0.0ms) [45b50892…]
    ✓ execution.phase.memory-flush (1.5ms) [45b50892…]
      ✓ phase.memory-flush.metrics (0.0ms) [45b50892…]
    ✓ execution.phase.complete (1.5ms) [45b50892…]
      ✓ phase.complete.metrics (0.0ms) [45b50892…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 10.7s   Steps: 7   │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,533 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            2ms
├─ ✅  [strategy-select]      2ms
├─ ⚠️  [think]              10.7s (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, 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
├─ ⚠️  think phase blocked ≥10s (LLM latency)
├─ 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":5533,"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] 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] 1.0s
  📊 [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] 6.1s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 8.1s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5533 tokens
  📊 [metric:cost_usd] 0.0005022 usd
✓ [completion] Task completed in 8.1s with 5533 tokens

═══ Logs (12) ═══
  13:33:35.974 INFO  Execution started {"taskId":"01M0D3MBV569X96CGRDVR33SKM","agentId":"agent-1787146415965"}
  13:33:35.976 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:33:35.979 INFO  ◉ [strategy]   reactive
  13:33:35.979 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
  13:33:35.983 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:33:36.970 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
  13:33:37.990 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:33:44.103 INFO  ◉ [think]      7 steps | 5,533 tok | 0.0s
  13:33:44.103 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:33:44.110 INFO  Execution completed {"taskId":"01M0D3MBV569X96CGRDVR33SKM","success":true,"tokensUsed":5533,"cost":0.0005022,"duration":8136}
  13:33:44.110 INFO  ◉ [complete]   ✓ 01M0D3MBV569X96CGRDVR33SKM | 5,533 tok | $0.0005 | 8.1s
  13:33:44.110 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (526 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (8146.0ms) [444b3b70…]
    ✓ execution.phase.bootstrap (2.0ms) [444b3b70…]
      ✓ phase.bootstrap.metrics (0.0ms) [444b3b70…]
    ✓ execution.phase.strategy-select (1.9ms) [444b3b70…]
      ✓ phase.strategy-select.metrics (0.0ms) [444b3b70…]
    ✓ execution.phase.think (8124.4ms) [444b3b70…]
      ✓ phase.think.metrics (0.0ms) [444b3b70…]
    ✓ execution.phase.act (1.2ms) [444b3b70…]
      ✓ phase.act.metrics (0.0ms) [444b3b70…]
    ✓ execution.phase.observe (1.7ms) [444b3b70…]
      ✓ phase.observe.metrics (0.0ms) [444b3b70…]
    ✓ execution.phase.memory-flush (1.6ms) [444b3b70…]
      ✓ phase.memory-flush.metrics (0.0ms) [444b3b70…]
    ✓ execution.phase.complete (1.6ms) [444b3b70…]
      ✓ phase.complete.metrics (0.0ms) [444b3b70…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 8.1s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,533 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               8.1s (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":5533,"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] 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] 1.0s
  📊 [metric:entropy] 0.5575 composite
✓ [phase:reactive:kernel] 3.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5533 tokens
  📊 [metric:cost_usd] 0.0005022 usd
✓ [completion] Task completed in 3.1s with 5533 tokens

═══ Logs (12) ═══
  13:33:44.132 INFO  Execution started {"taskId":"01M0D3MKT3084NMVG1H9YPZY4C","agentId":"agent-1787146424123"}
  13:33:44.134 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 3ms
  13:33:44.137 INFO  ◉ [strategy]   reactive
  13:33:44.137 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
  13:33:44.143 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:33:45.129 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
  13:33:46.214 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:33:47.171 INFO  ◉ [think]      7 steps | 5,533 tok | 0.0s
  13:33:47.171 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:33:47.179 INFO  Execution completed {"taskId":"01M0D3MKT3084NMVG1H9YPZY4C","success":true,"tokensUsed":5533,"cost":0.0005022,"duration":3048}
  13:33:47.179 INFO  ◉ [complete]   ✓ 01M0D3MKT3084NMVG1H9YPZY4C | 5,533 tok | $0.0005 | 3.0s
  13:33:47.179 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (527 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3060.6ms) [f5fa239a…]
    ✓ execution.phase.bootstrap (1.9ms) [f5fa239a…]
      ✓ phase.bootstrap.metrics (0.0ms) [f5fa239a…]
    ✓ execution.phase.strategy-select (2.2ms) [f5fa239a…]
      ✓ phase.strategy-select.metrics (0.0ms) [f5fa239a…]
    ✓ execution.phase.think (3033.6ms) [f5fa239a…]
      ✓ phase.think.metrics (0.0ms) [f5fa239a…]
    ✓ execution.phase.act (1.5ms) [f5fa239a…]
      ✓ phase.act.metrics (0.0ms) [f5fa239a…]
    ✓ execution.phase.observe (1.9ms) [f5fa239a…]
      ✓ phase.observe.metrics (0.0ms) [f5fa239a…]
    ✓ execution.phase.memory-flush (1.9ms) [f5fa239a…]
      ✓ phase.memory-flush.metrics (0.0ms) [f5fa239a…]
    ✓ execution.phase.complete (1.8ms) [f5fa239a…]
      ✓ phase.complete.metrics (0.0ms) [f5fa239a…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.0s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,533 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      2ms
├─ ✅  [think]               3.0s (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":5533,"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] 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] 1.0s
  📊 [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] 3.0s
[debug] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 5516 tokens
  📊 [metric:cost_usd] 0.00049785 usd
✓ [completion] Task completed in 3.0s with 5516 tokens

═══ Logs (12) ═══
  13:33:47.204 INFO  Execution started {"taskId":"01M0D3MPT4RZ151J44JBF0J8TP","agentId":"agent-1787146427196"}
  13:33:47.206 INFO  ◉ [bootstrap]  0 semantic lines, 0 episodic | 2ms
  13:33:47.207 INFO  ◉ [strategy]   reactive
  13:33:47.207 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
  13:33:47.211 INFO  ◉ [tools]      visible: calendar-create-event, send-sms, joke-tell, recall, discover-tools
  13:33:48.190 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
  13:33:49.208 INFO  ◉ [ctx]        discover-tools result 4.7KB→1.2KB (25%, budget 1.2KB, window 128000 (mid)) — compressed to preview+ref
  13:33:50.226 INFO  ◉ [think]      7 steps | 5,516 tok | 0.0s
  13:33:50.226 INFO  ◉ [act]        discover-tools, zbx-rate-lk7 (2 tools)
  13:33:50.234 INFO  Execution completed {"taskId":"01M0D3MPT4RZ151J44JBF0J8TP","success":true,"tokensUsed":5516,"cost":0.00049785,"duration":3029}
  13:33:50.234 INFO  ◉ [complete]   ✓ 01M0D3MPT4RZ151J44JBF0J8TP | 5,516 tok | $0.0005 | 3.0s
  13:33:50.234 INFO  ◉ [calibration] calibration: gpt-4o-mini | source: prior+local (528 samples) | parallel=sequential-only classifier=high

═══ Spans (15) ═══
  ✓ execution.run (3038.4ms) [9d5bb597…]
    ✓ execution.phase.bootstrap (1.1ms) [9d5bb597…]
      ✓ phase.bootstrap.metrics (0.0ms) [9d5bb597…]
    ✓ execution.phase.strategy-select (1.1ms) [9d5bb597…]
      ✓ phase.strategy-select.metrics (0.0ms) [9d5bb597…]
    ✓ execution.phase.think (3018.0ms) [9d5bb597…]
      ✓ phase.think.metrics (0.0ms) [9d5bb597…]
    ✓ execution.phase.act (1.8ms) [9d5bb597…]
      ✓ phase.act.metrics (0.0ms) [9d5bb597…]
    ✓ execution.phase.observe (2.0ms) [9d5bb597…]
      ✓ phase.observe.metrics (0.0ms) [9d5bb597…]
    ✓ execution.phase.memory-flush (1.8ms) [9d5bb597…]
      ✓ phase.memory-flush.metrics (0.0ms) [9d5bb597…]
    ✓ execution.phase.complete (1.7ms) [9d5bb597…]
      ✓ phase.complete.metrics (0.0ms) [9d5bb597…]

═══ Metrics Summary ═══
╭ Agent Execution Summary ─────────────────────────╮
│ Status:   Success   Duration: 3.0s   Steps: 7    │
│ Model:    gpt-4o-mini   (openai)   Tokens: 5,516 │
│ Cost:     ~$0.008                                │
╰──────────────────────────────────────────────────╯

📊 Execution Timeline
├─ ✅  [bootstrap]            1ms
├─ ✅  [strategy-select]      1ms
├─ ✅  [think]               3.0s (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":5516,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}

=== openai/gpt-4o-mini/large/hybrid summary: {"reps":[{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5533,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5533,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5533,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5533,"targetCallIteration":1,"discoverCalled":true,"actionCount":2},{"mode":"hybrid","catalog":"large","success":true,"solved":true,"totalTokens":5516,"targetCallIteration":1,"discoverCalled":true,"actionCount":2}],"summary":{"n":5,"solvedRate":1,"foundRate":1,"avgIterWhenFound":1,"avgTokens":5530,"discoverRate":1}} ===
TOOL_INDEX_PROBE_RESULTS={
  "openai/gpt-4o-mini/small/full": {
    "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": {
    "reps": [
      {
        "mode": "discover",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1541,
        "targetCallIteration": -1,
        "discoverCalled": true,
        "actionCount": 1
      },
      {
        "mode": "discover",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1523,
        "targetCallIteration": -1,
        "discoverCalled": true,
        "actionCount": 1
      },
      {
        "mode": "discover",
        "catalog": "small",
        "success": true,
        "solved": true,
        "totalTokens": 2583,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      },
      {
        "mode": "discover",
        "catalog": "small",
        "success": true,
        "solved": true,
        "totalTokens": 2605,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      },
      {
        "mode": "discover",
        "catalog": "small",
        "success": true,
        "solved": true,
        "totalTokens": 2583,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      }
    ],
    "summary": {
      "n": 5,
      "solvedRate": 0.6,
      "foundRate": 0.6,
      "avgIterWhenFound": 1,
      "avgTokens": 2167,
      "discoverRate": 1
    }
  },
  "openai/gpt-4o-mini/small/index": {
    "reps": [
      {
        "mode": "index",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1019,
        "targetCallIteration": -1,
        "discoverCalled": false,
        "actionCount": 1
      },
      {
        "mode": "index",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1029,
        "targetCallIteration": -1,
        "discoverCalled": false,
        "actionCount": 1
      },
      {
        "mode": "index",
        "catalog": "small",
        "success": false,
        "solved": false,
        "totalTokens": 1021,
        "targetCallIteration": -1,
        "discoverCalled": false,
        "actionCount": 1
      },
      {
        "mode": "index",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1017,
        "targetCallIteration": -1,
        "discoverCalled": false,
        "actionCount": 1
      },
      {
        "mode": "index",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1032,
        "targetCallIteration": -1,
        "discoverCalled": false,
        "actionCount": 1
      }
    ],
    "summary": {
      "n": 5,
      "solvedRate": 0,
      "foundRate": 0,
      "avgIterWhenFound": null,
      "avgTokens": 1024,
      "discoverRate": 0
    }
  },
  "openai/gpt-4o-mini/small/hybrid": {
    "reps": [
      {
        "mode": "hybrid",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1703,
        "targetCallIteration": -1,
        "discoverCalled": true,
        "actionCount": 1
      },
      {
        "mode": "hybrid",
        "catalog": "small",
        "success": false,
        "solved": false,
        "totalTokens": 1701,
        "targetCallIteration": -1,
        "discoverCalled": true,
        "actionCount": 1
      },
      {
        "mode": "hybrid",
        "catalog": "small",
        "success": true,
        "solved": true,
        "totalTokens": 2777,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      },
      {
        "mode": "hybrid",
        "catalog": "small",
        "success": true,
        "solved": false,
        "totalTokens": 1706,
        "targetCallIteration": -1,
        "discoverCalled": true,
        "actionCount": 1
      },
      {
        "mode": "hybrid",
        "catalog": "small",
        "success": true,
        "solved": true,
        "totalTokens": 2773,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      }
    ],
    "summary": {
      "n": 5,
      "solvedRate": 0.4,
      "foundRate": 0.4,
      "avgIterWhenFound": 1,
      "avgTokens": 2132,
      "discoverRate": 1
    }
  },
  "openai/gpt-4o-mini/large/discover": {
    "reps": [
      {
        "mode": "discover",
        "catalog": "large",
        "success": true,
        "solved": true,
        "totalTokens": 5363,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      },
      {
        "mode": "discover",
        "catalog": "large",
        "success": true,
        "solved": true,
        "totalTokens": 5363,
        "targetCallIteration": 1,
        "discoverCalled": true,
        "actionCount": 2
      },
      {
        "mode": "discover",
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}
