/Users/elksmmx/miniconda3/lib/python3.13/site-packages/lark_oapi/ws/pb/google/__init__.py:2: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  __import__('pkg_resources').declare_namespace(__name__)
============================================================
Prompt Caching 测试
============================================================

1. 加载 prompt 配置...
2. 构建任务消息...
3. 创建 Agent Runner...
   - 模型: sonnet-4.6
4. 启动新 Agent 模式...

▶️ 开始执行...

[Trace] 开始: 36397145...
INFO     [agent.memory.skill_loader] 成功加载 skill: planning from planning.md
INFO     [agent.memory.skill_loader] 成功加载 skill: browser from browser.md
INFO     [agent.memory.skill_loader] 成功加载 skill: research from research.md
INFO     [agent.memory.skill_loader] 成功加载 skill: core from core.md
INFO     [agent.memory.skill_loader] 加载了 4 个内置 skills

[压缩评估] 消息数: 2 | 图片数: 0 | Token: 2,426 / 100,000 (2.4%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 总消息: 2, 缓存点: 1 at positions: []
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[Pricing] Loaded config from: /Users/elksmmx/Desktop/agent 2.10/Agent/config/pricing.yaml
[DEBUG] Pushed goal_added event: goal_id=1, parent_id=None
INFO     [agent.core.runner] 自动创建 root goal: 1
[3] Tool calls: 2

[压缩评估] 消息数: 5 | 图片数: 0 | Token: 2,601 / 100,000 (2.6%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 总消息: 5, 缓存点: 1 at positions: []
[Experience System]  runner.experiences_path:  ./.cache/experiences.md
[Experience] 使用 runner 配置的路径: ./.cache/experiences.md
[Experience System] 警告: 经验文件不存在 (./.cache/experiences.md)
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[6] Tool calls: 2

[压缩评估] 消息数: 8 | 图片数: 0 | Token: 2,767 / 100,000 (2.8%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 总消息: 8, 缓存点: 1 at positions: []
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[9] Tool calls: 2

[压缩评估] 消息数: 11 | 图片数: 0 | Token: 2,916 / 100,000 (2.9%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 总消息: 11, 缓存点: 1 at positions: []
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[12] Tool calls: 2

[压缩评估] 消息数: 14 | 图片数: 0 | Token: 3,831 / 100,000 (3.8%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 总消息: 14, 缓存点: 1 at positions: []
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[15] Tool calls: 2

[压缩评估] 消息数: 17 | 图片数: 0 | Token: 4,967 / 100,000 (5.0%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 总消息: 17, 缓存点: 1 at positions: []
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[18] Tool calls: 2

[压缩评估] 消息数: 20 | 图片数: 0 | Token: 6,138 / 100,000 (6.1%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 20, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[21] Tool calls: 2

[压缩评估] 消息数: 23 | 图片数: 0 | Token: 6,499 / 100,000 (6.5%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 23, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[24] Tool calls: 2

[压缩评估] 消息数: 26 | 图片数: 0 | Token: 6,646 / 100,000 (6.6%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 26, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[27] Tool calls: 2

[压缩评估] 消息数: 29 | 图片数: 0 | Token: 6,847 / 100,000 (6.8%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 29, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[30] Tool calls: 2

[压缩评估] 消息数: 32 | 图片数: 0 | Token: 7,115 / 100,000 (7.1%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 32, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 1 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 1 个 cache_control 标记
[33] Tool calls: 1

[压缩评估] 消息数: 34 | 图片数: 0 | Token: 13,160 / 100,000 (13.2%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 34, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[35] Tool calls: 1

[压缩评估] 消息数: 36 | 图片数: 0 | Token: 21,027 / 100,000 (21.0%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 36, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[37] Tool calls: 1

[压缩评估] 消息数: 38 | 图片数: 0 | Token: 26,743 / 100,000 (26.7%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 38, 缓存点: 2 at positions: [17]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[39] Tool calls: 1

[压缩评估] 消息数: 40 | 图片数: 0 | Token: 32,463 / 100,000 (32.5%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 40, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[41] Tool calls: 1

[压缩评估] 消息数: 42 | 图片数: 0 | Token: 36,279 / 100,000 (36.3%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 42, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[43] Tool calls: 1

[压缩评估] 消息数: 44 | 图片数: 0 | Token: 38,247 / 100,000 (38.2%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 44, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[45] Tool calls: 2

[压缩评估] 消息数: 47 | 图片数: 0 | Token: 38,699 / 100,000 (38.7%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 47, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[48] Tool calls: 2

[压缩评估] 消息数: 50 | 图片数: 0 | Token: 38,947 / 100,000 (38.9%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 50, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[51] Tool calls: 2

[压缩评估] 消息数: 53 | 图片数: 0 | Token: 51,600 / 100,000 (51.6%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 53, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[54] Tool calls: 1

[压缩评估] 消息数: 55 | 图片数: 0 | Token: 52,380 / 100,000 (52.4%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 55, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 2 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 2 个 cache_control 标记
[56] Tool calls: 2

[压缩评估] 消息数: 58 | 图片数: 0 | Token: 53,024 / 100,000 (53.0%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 58, 缓存点: 3 at positions: [17, 38]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 3 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 3 个 cache_control 标记
[59] Tool calls: 2

[压缩评估] 消息数: 61 | 图片数: 0 | Token: 53,199 / 100,000 (53.2%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[58] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[58] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 61, 缓存点: 4 at positions: [17, 38, 58]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 4 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 4 个 cache_control 标记
[62] Tool calls: 2

[压缩评估] 消息数: 64 | 图片数: 0 | Token: 53,985 / 100,000 (54.0%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[58] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[58] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 64, 缓存点: 4 at positions: [17, 38, 58]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 4 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 4 个 cache_control 标记
[65] Tool calls: 2

[压缩评估] 消息数: 67 | 图片数: 0 | Token: 54,671 / 100,000 (54.7%)
[压缩评估] ✅ 未超阈值，无需压缩

[Cache] 尝试为 message[17] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[17] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[38] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[38] (assistant) 添加缓存标记 (str->list)
[Cache] 尝试为 message[58] (role=assistant, content_type=str) 添加缓存标记
[Cache] ✓ 为 message[58] (assistant) 添加缓存标记 (str->list)
[Cache] 总消息: 67, 缓存点: 4 at positions: [17, 38, 58]
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] model: anthropic/claude-sonnet-4.6 → anthropic/claude-sonnet-4-6
[OpenRouter/Anthropic] 发现 4 个 cache_control 标记
INFO     [agent.llm.openrouter] [OpenRouter/Anthropic] 发现 4 个 cache_control 标记

[Trace] ✅ 完成
  - Total messages: 68
  - Total tokens: 257,012
  - Cache creation: 105,055
  - Cache read: 608,316
  - Cache hit rate: 246.5%
  - Total cost: $-0.3544

============================================================
缓存分析
============================================================

Trace ID: 36397145-c147-42d0-83d5-e17b9a47208e
总消息数: 68
总 tokens: 257,012
Prompt tokens: 246,753
Cache creation: 105,055 (42.6%)
Cache read: 608,316 (246.5%)
总成本: $-0.3544

估算节省成本: $1.6425

Trace 目录: .trace/36397145-c147-42d0-83d5-e17b9a47208e