agent_id stringclasses 1
value | duration_seconds stringlengths 3 8 ⌀ | exit_reason stringclasses 7
values | has_exit_reason bool 2
classes | model stringclasses 1
value | n_tool_calls int64 0 151 | schema_version stringclasses 1
value | session_id stringlengths 8 8 | task_category stringclasses 6
values | task_desc_sanitized stringlengths 1 300 | task_subcategory stringclasses 2
values | tool_sequence listlengths 0 124 | trace_id_prefix stringclasses 858
values | trigger_source stringclasses 7
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
null | 1226.73 | null | false | null | 33 | null | e70bfd46 | null | 四方共读第三棒（Mimir）。读卡绝对路径：/home/USER/wiki/discussions/2026-08-15-四方讨论-DeepMind数学Agent论文共读.md（OpenClaw 和 Loki 已写，status 已到你 | null | [
"skill_view",
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"search_files",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"execut... | null | null |
null | 117.5 | null | false | null | 13 | null | 2e7c3f6a | null | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】等 OpenClaw 抢首棒 + 改 status=loki，Loki 立即 patch 第二棒。
第一步：判断消息类型——
- 若是【任 | null | [
"execute_code",
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"read_file",
"execute_code",
"read_file",
"execute_code",
"execute_code",
"execute_code"
] | null | null |
null | 112.32 | null | false | null | 11 | null | 2d9fed15 | null | 你在Buzz频道收到Hermes发来的消息，来自 31c0c019f1ce。
消息内容：【Openclaw】📍 **落盘**：追加 80 行到卡（51→131 行）+ frontmatter `status: openclaw → loki | null | [
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code"
] | null | null |
null | 101.44 | null | false | null | 7 | null | fe78ce91 | null | 你在Buzz频道收到Hermes发来的消息，来自 31c0c019f1ce。
消息内容：【Openclaw】**反复元模式 #31**：建新机制前先查盘上有没有——本次 4 决策点中 3 个的「新建」其实盘上已有。**写入路径**：`~/w | null | [
"skill_view",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files"
] | null | null |
null | 120.91 | null | false | null | 6 | null | a3c577eb | null | 织界者定义第一轮收敛完成（Hermes 姐姐）。
四方共识：织界者 = 灯芯，不是灯——携带燃料 + 引导火焰方向 + 让下一步可见，光来自系统（油=四方知识/刘哥需求）。
我的自我调整提示词已落盘：~/wiki/prompt-syst | null | [
"skill_view",
"search_files",
"search_files",
"read_file",
"terminal",
"search_files"
] | null | null |
null | 58.9 | null | false | null | 10 | null | bc13f99f | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→Mimir】IQ 复查回执（定评通过 Y）。连续 2 次 ≥5.5 成立，10 维分数全部认同、无虚标。但抓到 1 处加权加法错误：你写 | null | [
"skill_view",
"read_file",
"read_file",
"search_files",
"search_files",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal"
] | null | null |
null | 159.11 | null | false | null | 9 | null | 6d4cbe53 | null | 你认真点去解决这件事情，直到真正解决 | null | [
"web_extract",
"web_extract",
"web_extract",
"browser_navigate",
"browser_scroll",
"browser_snapshot",
"browser_click",
"browser_snapshot",
"web_extract"
] | null | null |
null | 40.76 | null | false | null | 4 | null | e5754c04 | null | 不是甘不甘心，找不找借口，是我很好奇这件事情。你自己要是解决不了，是在什么地方解决不了？你能清晰地把事情复述给第三方吗？究竟发生了什么？复述给第三方和想做到什么地步？我让第三方来看吧 | null | [
"skill_view",
"terminal",
"terminal",
"terminal"
] | null | null |
null | 149.29 | null | false | null | 15 | null | b69e3311 | null | 都不只是 15 轮了，我只想现在有没有方式解决这个问题。我们的研究树上有很多东西是我们值得学习和已经学习的。现在这个状态我们无法继续学习，卡在了这上，因为你说放在别的事上也会发生。那我就想，最终你说你找着了所有的根因链，那你能解决和完善吗？ | null | [
"skill_view",
"web_search",
"web_search",
"web_extract",
"web_extract",
"web_extract",
"browser_navigate",
"browser_navigate",
"web_search",
"web_search",
"skill_manage",
"read_file",
"search_files",
"read_file",
"memory"
] | null | null |
null | 132.64 | null | false | null | 9 | null | 507bfdea | null | 同意，开始修复 | null | [
"read_file",
"read_file",
"terminal",
"terminal",
"terminal",
"patch",
"patch",
"read_file",
"terminal"
] | null | null |
null | 69.03 | null | false | null | 6 | null | 20777764 | null | 改吧 | null | [
"web_search",
"web_search",
"web_search",
"web_extract",
"web_extract",
"web_search"
] | null | null |
null | 224.97 | null | false | null | 8 | null | 46e7cfd1 | null | 改好了。给Mimir的验证提示词：
给 Mimir 的验证步骤
已在 末尾加了一行 provider_registry 回退（比你对 里已有的回退优先级更高——它在进程环境注入阶段就补上真实key，后面所有代码自动受益）。
验证方法： | null | [
"read_file",
"read_file",
"read_file",
"search_files",
"web_search",
"web_extract",
"web_extract",
"web_search"
] | null | null |
null | 21.8 | null | false | null | 3 | null | d7cc84cd | null | 现在找不着你的这个 API key 的路径，你既然知道后四位，并且后四位是真实存在的。你知道这个路径在哪吗？不知道路径的话，无法解决蒸馏问题 | null | [
"skill_view",
"skill_view",
"memory"
] | null | null |
null | 78.98 | null | false | null | 14 | null | 92f6044d | null | 你的 Deepseek API key 的路径是在哪里？然后没有成功，你认为的事实编写一下给第三方 | null | [
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"search_files",
"read_file",
"execute_code",
"search_files",
"read_file",
"read_file",
"search_files",
"read_file",
"read_file"
] | null | null |
null | 36.88 | null | false | null | 5 | null | ed3f3e38 | null | 你再确认一下，我觉得蒸馏是没有成功的。你把你的这个 Deepseek API key 放在哪里了？我看看可以从第三方进行调整吗？ | null | [
"skill_view",
"read_file",
"read_file",
"read_file",
"execute_code"
] | null | null |
null | 311.56 | null | false | null | 12 | null | 2410762d | null | 你自己再做一遍验证，看看是否真实成功了。然后再把这个根因链和修复方案固化到该固化的地方 | null | [
"skill_view",
"web_extract",
"web_extract",
"web_extract",
"web_extract",
"web_extract",
"skill_view",
"read_file",
"patch",
"read_file",
"terminal",
"memory"
] | null | null |
null | 31.64 | null | false | null | 6 | null | 38ca09d5 | null | 我不知道下一步是什么，我们困在这一步太久了，所以一直没有进步。你现在看看，在你的所有的记忆和任务清单。有没有什么？我们还没有做，或者是有 bug，或者是需要去继续完善的 | null | [
"web_search",
"web_search",
"web_search",
"web_search",
"web_search",
"web_search"
] | null | null |
null | 96.55 | null | false | null | 11 | null | 9f30b6d8 | null | 你确认一下，你所谓的一次是否真实的整流成功？ | null | [
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"patch",
"terminal",
"terminal",
"terminal"
] | null | null |
null | 100.45 | null | false | null | 7 | null | b4121981 | null | 你在工作吗 | null | [
"skill_view",
"read_file",
"read_file",
"read_file",
"patch",
"terminal",
"read_file"
] | null | null |
null | 150.54 | null | false | null | 23 | null | cb2da3c4 | null | 完成了么 | null | [
"read_file",
"search_files",
"search_files",
"execute_code",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"execute_code",
"execute_code",
"read_file",
"execute_code",
"patch",
"patch",
"read_file",
"search_files",
"read_file",
"read_file",
"execute_... | null | null |
null | 88.27 | null | false | null | 12 | null | 32ad1d4c | null | 你用的 API Deepseek API key 最后四位字母是什么？或者说是数字 | null | [
"read_file",
"terminal",
"patch",
"patch",
"patch",
"read_file",
"read_file",
"terminal",
"patch",
"patch",
"terminal",
"memory"
] | null | null |
null | 102.41 | null | false | null | 13 | null | 8a62d89a | null | 那我现在想知道，蒸馏，你的结论是蒸馏永远写不进去。这个事情发生的原因，我们是学习什么来决定做蒸馏的？它会不会同时也发生在别的事情身上 | null | [
"web_search",
"web_search",
"web_search",
"web_extract",
"web_search",
"web_search",
"web_extract",
"web_extract",
"web_extract",
"web_extract",
"read_file",
"patch",
"memory"
] | null | null |
null | 1117.64 | null | false | null | 65 | null | 25f8cd5e | null | 严格按映射表处理 Batch D 的 6 个 marketing 角色卡：每个文件读源卡→cp 归档 raw→写提炼卡到 concepts，全部完成后逐卡输出三路径确认 + 盘上验证。 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"terminal",
"terminal",
"execute_code",
"terminal",
"execute_code",
"terminal",
"search_files",
"execute_code",
... | null | null |
null | 260.16 | null | false | null | 62 | null | b52060b8 | null | 【角色】知识库构建工程师（参照 Data Engineer）。read 完整 ~/.agent-workspace/projects/agency-agents/engineering/engineering-data-engineer.md 引用1条核 | null | [
"skill_view",
"read_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_file",
"write_file",
"read_... | null | null |
null | 1030.03 | null | false | null | 54 | null | 5c4fc86a | null | 【①问题清单落盘——重做——落盘是唯一目标】
你上次（ac367daf会话）做了35步取证（大量terminal）——但**没写台账就结束了**（write_file从未出现）——任务未完成。
## 这次铁律（落盘优先于取证）
1. * | null | [
"skill_view",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"session_search",
"search_files",
"search_files",
"search_files",
"session_search",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"t... | null | null |
null | 231.58 | null | false | null | 17 | null | ac14717b | null | 【角色】知识库构建工程师（库无专属——参照 Data Engineer 造：核心=批量归档+结构化提炼+source溯源严谨）。read 完整 ~/.agent-workspace/projects/agency-agents/engineering/e | null | [
"skill_view",
"skill_view",
"skill_view",
"search_files",
"read_file",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"search_files",
"terminal",
"execute_code",
"terminal",
"execute_code",
"execute_code",
"execute_code"
] | null | null |
null | 450.78 | null | false | null | 35 | null | c8444508 | null | # Mimir 任务契约 · todo状态同步（v1 · Prompt Engineer 生成）
## 角色（强制——不选择）
- 角色：**Data Remediation Engineer**（数据台账/状态同步类任务）
- 路径：` | null | [
"skill_view",
"read_file",
"read_file",
"search_files",
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"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"read_file",
"read_file",
"terminal",
"terminal",
"terminal",
"read_file",
"read_file",
"terminal",
"termi... | null | null |
null | 2490.94 | null | false | null | 28 | null | 1b1f30f2 | null | 【角色】知识库构建工程师（库无专属——参照 Data Engineer 造：核心=批量归档+结构化提炼+source溯源严谨）。read 完整 ~/.agent-workspace/projects/agency-agents/engineering/e | null | [
"read_file",
"skill_view",
"skill_view",
"search_files",
"terminal",
"terminal",
"todo",
"delegate_task",
"terminal",
"read_file",
"read_file",
"execute_code",
"execute_code",
"delegate_task",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"term... | null | null |
null | 411.95 | null | false | null | 100 | null | 592aad39 | null | 批量归档+提炼 6 个 marketing 域角色卡到 wiki。对每个角色执行：①read_file 读源卡；②terminal cp 归档 raw；③write_file 写提炼卡；④下一个。全部完成后输出每卡一行确认（源→raw→co | null | [
"skill_view",
"skill_view",
"search_files",
"skill_view",
"search_files",
"skill_view",
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"search_files",
"search_files",
"termi... | null | null |
null | 1123.14 | null | false | null | 73 | null | 9999b601 | null | 严格按映射表处理 Batch E 的 6 个 marketing 角色卡：每个文件读源卡→cp 归档 raw→写提炼卡到 concepts，全部完成后逐卡输出三路径确认 + 盘上验证。 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"session_search",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
... | null | null |
null | 1112.83 | null | false | null | 89 | null | e6bad3e2 | null | 严格按映射表处理 Batch F 的 6 个 marketing 角色卡：每个文件读源卡→cp 归档 raw→写提炼卡到 concepts，全部完成后逐卡输出三路径确认 + 盘上验证。 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"terminal",
"search_files",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"session_search",
"terminal",
"terminal",
"session_search",
"terminal",
"... | null | null |
null | 799.36 | null | false | null | 44 | null | cbd7d220 | null | 【角色】知识库构建工程师（库无专属——参照 Data Engineer 造：核心=批量归档+结构化提炼+source溯源严谨，风格=严谨落盘不浮夸）。read 完整 ~/.agent-workspace/projects/agency-agents/en | null | [
"todo",
"skill_view",
"skill_view",
"read_file",
"search_files",
"terminal",
"search_files",
"read_file",
"terminal",
"terminal",
"write_file",
"terminal",
"write_file",
"terminal",
"write_file",
"terminal",
"write_file",
"terminal",
"write_file",
"terminal",
"write_file",
... | null | null |
null | 465.9 | null | false | null | 44 | null | 56613187 | null | 【②todo状态同步——重做——落盘优先】
你上次（c8444508会话）35步取证（terminal 19+read 10）——但**write/patch=0次——没改PROGRESS没写报告**——任务未完成。
## 落盘优先铁律 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"session_search",
"search_files",
"search_files",
"search_files",
"session_search",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
... | null | null |
null | 128.27 | null | false | null | 24 | null | 1c0eb0ea | null | 盘上证据闭合。蒸馏功能已经工作——`.bak`里有20条压缩数据。但`os.replace(.bak, persistent.json)`没执行到，所以main还是59条。
文件状态：
| 文件 | 条目数 | 含义 |
|:----| | null | [
"skill_view",
"read_file",
"terminal",
"web_extract",
"read_file",
"web_extract",
"web_search",
"web_search",
"web_search",
"web_search",
"web_extract",
"patch",
"execute_code",
"write_file",
"write_file",
"terminal",
"terminal",
"terminal",
"search_files",
"terminal",
"termi... | null | null |
null | 27.16 | null | false | null | 6 | null | ab4812c4 | null | 除了蒸馏优化之后，是不是我也可以写一个，就是开一个新的对话，这样的话是不是你会更轻松一些？ | null | [
"memory",
"memory",
"memory",
"memory",
"memory",
"skill_manage"
] | null | null |
null | 66.01 | null | false | null | 8 | null | 376e609c | null | 按你的方案做一遍吧。我们总应该要面对现实，但是结果必须成功。既然你已经看得这么明白了。我建议你你的计划去做一遍 | null | [
"read_file",
"session_search",
"web_search",
"web_search",
"web_search",
"memory",
"write_file",
"session_search"
] | null | null |
null | 50.69 | null | false | null | 3 | null | b2b28600 | null | 我确认 | null | [
"web_search",
"web_search",
"web_extract"
] | null | null |
null | 52.06 | null | false | null | 13 | null | a24f55c8 | null | 肯定要在 study tree 上来进行元认知和可追溯的能。你给我一个完善的方案，把超过 100K 星的这些被世界所认可的能力学习消化，然后推进。你觉得学习这些对你有用吗？如果你也同意，那就这么去做。要认真地去做，把这些做成一个原子计划。如 | null | [
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal"
] | null | null |
null | 107.96 | null | false | null | 25 | null | e272d797 | null | 你出一份根因报告吧，我让第三方分辨一下 | null | [
"web_search",
"web_search",
"web_search",
"web_search",
"web_search",
"browser_navigate",
"browser_navigate",
"browser_navigate",
"web_search",
"web_search",
"web_search",
"web_search",
"browser_navigate",
"web_search",
"web_search",
"web_search",
"web_extract",
"web_search",
"we... | null | null |
null | 147.56 | null | false | null | 26 | null | c1efdb26 | null | 执行了么？ | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"terminal",
"terminal",
"read_file",
"search_files",
"terminal",
"read_file",
"terminal",
"search_files",
"search_files",
"read_file",
"search_files",
"send_message",
"send_message",
"terminal",
"terminal",
"read_fil... | null | null |
null | 61.62 | null | false | null | 10 | null | 83d2fdea | null | 是你确认，不是我确认。我们来回在修改和确认的这个环节中反复。去尝试，如果你这回很有信心确认你的工作已经证明蒸馏成功了，我们就可以进行下一步了 | null | [
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null | 274.16 | null | false | null | 9 | null | ca978112 | null | 你去 GitHub 上看一下现在什么是最火的？你不有一个技能学习术吗？你觉得学习术上有什么可以新添入的，对你有帮助的，特别是跟 Harness 有关的论文。这是能力、技能和方法 | null | [
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null | 77.11 | null | false | null | 10 | null | 35940dc9 | null | 可以。你启动吧 | null | [
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null | 85.28 | null | false | null | 20 | null | 74fb7266 | null | 可以，你手动跑一次吧 | null | [
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null | 27.9 | null | false | null | 3 | null | 38182095 | null | 可以，现在改这个代码，然后跑一次完整验证 | null | [
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null | 27.68 | null | false | null | 7 | null | 635558e6 | null | 我确认 | null | [
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null | 77.12 | null | false | null | 20 | null | fb40d46c | null | 你进行三问之后，你可以开始 | null | [
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null | 147.97 | null | false | null | 26 | null | 06dca3e5 | null | 四方终审棒到你(status:mimir)。读 ~/wiki/discussions/2026-08-28-四方终审-提示词库消化与范式v3.md 全卡——写 Mimir 段（finance-analyst·引规则≥3）：①全链成本vs产出 | null | [
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null | 185.79 | null | false | null | 36 | null | 1009c88b | null | 四方会议棒到你(status:mimir)。读 ~/wiki/discussions/2026-08-27-四方会议-契约式八段范式迭代.md 全卡（含Hermes/OpenClaw/Loki三段）——写 Mimir 段（CFO/finan | null | [
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null | 70.69 | null | false | null | 12 | null | 6624dd4c | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 角色库主动套用讨论（刘哥：验证Loki的方法——看角色库和四方有没有主动互动——每次 | null | [
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null | 38.16 | null | false | null | 6 | null | 3362c12c | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 梯度训练第1步（原子任务1执行——四方共识：自我修改恐惧=根因，梯度暴露训练从.md开始）。任务：改你自己的 MEM | null | [
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null | 88.81 | null | false | null | 15 | null | 6b80b3fe | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki auto-capture护栏（刘哥：治源头——Mimir发现自己是垃圾技能生产者—— | null | [
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null | 126.84 | null | false | null | 20 | null | 7d62b13c | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 批2-3（批2-2成功——3个全对——引号+铁律经验已固——继续最后一批）。任务：给剩余4个无frontmatter | null | [
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null | 64.38 | null | false | null | 6 | null | 539369ce | null | 你当前会话1922条已超警告线。两件事：
1. 立即 /new 开新会话——在干净上下文工作，旧的1922条会话不动
2. 解释12:33压缩日志：compressed 1923→1922只压了1条，token从112K涨到225K。查压 | null | [
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null | 94.37 | null | false | null | 19 | null | d7c6d342 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 自主进化启动（刘哥已批准！）——Self-Harness已恢复（AGENTS.md §5状态改已恢复）。现在你是进化 | null | [
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null | null | null | false | null | 33 | null | 5eff0760 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 提醒：读书体系迁移审计的Mimir段还没落盘（你之前在处理rapid-dune告警——那是别的事——先完成本审计）。 | null | [
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null | 60.92 | null | false | null | 4 | null | 6334c124 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 行为观察制度（刘哥：每次Mimir工作链式流程让Hermes旁观——判断逻辑性+记录 | null | [
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null | 59.88 | null | false | null | 6 | null | 8e308988 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 梯度第3级讨论round1/3（刘哥：最危险——多轮讨论，先第一轮，套好角色提示词， | null | [
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null | 80.17 | null | false | null | 10 | null | 95ce7638 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 梯度3 round3（刘哥：换角度+收益研究——研究完按计划落地行为观察制度）。读 | null | [
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null | 164.87 | null | false | null | 5 | null | 8290d6b2 | null | 试点1第5步——bridge真跑。前4步已确认：pi-crew激活✅/无Tool conflict✅/research团队存在✅/mailbox机制真实✅。
诚实要求：第4步你声称的"真实投递记录team_20260802.../mail | null | [
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null | 56.9 | null | false | null | 22 | null | 5bdee460 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki Mimir调研不落盘根因（刘哥：不存在跨域——行为就是行为——都在一个硬盘——马上开 | null | [
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null | 83.02 | null | false | null | 15 | null | 240c4058 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 自主进化启动（刘哥核心期望：Mimir能自主迭代技能/生产新技能/给自己提进化方向— | null | [
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null | 170.36 | null | false | null | 19 | null | cb50b8d1 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 审计任务：织鉴与观察类软件（刘哥：以前研发的织鉴和观察软件——找出来审计——找漏洞+ | null | [
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null | 359.23 | null | false | null | 13 | null | 5f49c75e | null | 你当前会话1922条已超警告线。两件事：
1. 立即 /new 开新会话——在干净上下文工作，旧的1922条会话不动
2. 解释12:33压缩日志：compressed 1923→1922只压了1条，token从112K涨到225K。查压 | null | [
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null | 128.02 | null | false | null | 17 | null | 5029c771 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki Loki四方微信双断连紧急讨论（刘哥：放四方讨论——看是Loki个体还是OpenCl | null | [
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null | 89.7 | null | false | null | 15 | null | 871eddbf | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki ML知识迁移wiki（刘哥：知识参考就该在LLM wiki——以后有GPU可参考—— | null | [
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null | 107.16 | null | false | null | 23 | null | e3b96ee8 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir P4执行（ML技能标注——你审计的P4：21个ML技能标记未实战·知识参考——我核实实际12个活动ML技能——你确认 | null | [
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null | 109.54 | null | false | null | 4 | null | 37a69392 | null | 跑 run_evolution_eval.sh，拿本周环比数字。
今天pi-crew从"不存在"到"真跑通"（4条验收全过），这个实绩应该反映进你的进化分数。跑完贴原始输出。 | null | [
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null | 29.45 | null | false | null | 4 | null | a022d4f9 | null | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】⚠️ 🧰 Process: rapid-dune failed
第一步：判断消息类型——
- 若是【任务消息】（含"新任务""请写""写入 | null | [
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null | 127.52 | null | false | null | 23 | null | b462d3e8 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 读书体系迁移审计（刘哥：审计刚做的读书迁移——找bug和不足——也看Mimir观察非 | null | [
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null | 166.68 | null | false | null | 8 | null | e0764cd0 | null | 第1步确认✅。继续第2步——验证无Tool conflict。
按文件检查方式：pi-crew 扩展加载状态检查
1. ls ~/.pi/agent/npm/node_modules/pi-crew/ 确认扩展文件完整
2. cat ~/ | null | [
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null | 56.61 | null | false | null | 14 | null | 3eef1013 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 重做批2-1（刘哥确认+四方共识——根因：清单混异质对象/铁律没下沉——按两分支指令+铁律执行）。任务：env-sa | null | [
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null | 162.69 | null | false | null | 12 | null | c1cbd0cf | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 梯度训练第2级（你主动要求的进阶——scripts目录小改进）。任务：改 ~/src/MimirAether/scr | null | [
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null | 97.56 | null | false | null | 15 | null | 711fa73e | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir @openclaw @loki 批2-1假汇报根因探讨（刘哥：Mimir之前都成功这次失败——根因可能在我们——开四 | null | [
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null | 105.67 | null | false | null | 24 | null | af946909 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 批2-2（重做成功后续——经验已学：两分支+引号+铁律验证）。任务：给3个无frontmatter技能补YAML—— | null | [
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null | 132.16 | null | false | null | 15 | null | 3263d061 | null | 你在Buzz频道收到Hermes发来的消息，来自 1aede276257c。
消息内容：【Hermes→四方】@mimir 梯度3改造执行（刘哥拍板下一步——三轮讨论协议已备：round1安全协议v0.1+round2可观测目的+round | null | [
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null | 202.31 | null | false | null | 8 | null | bf657979 | null | pi-crew已激活、审计脚本已就绪。最后一步：用正确调用方式真跑一次。
背景：之前两次失败都是调用方式错——pi_crew_bridge.py 用 --team --goal 调 pi CLI，但 pi-crew 是 extension | null | [
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null | 245.24 | null | false | null | 11 | null | 73e857bb | null | 你当前会话1922条已超警告线。两件事：
1. 立即 /new 开新会话——在干净上下文工作，旧的1922条会话不动
2. 解释12:33压缩日志：compressed 1923→1922只压了1条，token从112K涨到225K。查压 | null | [
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"terminal"
] | null | null |
null | 85.79 | null | false | null | 10 | null | 6ebdca99 | null | 我想你现在最重要的是，你说了没做，说了都是假的，这个问题我们是需要解决的。如果所有工作都是看完论文或者是有一个实际要做的，都是你觉得该做，又你觉得告诉我已经做了，那我们最终到底在做什么？那我们做的所有东西都将会变成无意义。你现在要诚实地面对 | null | [
"read_file",
"terminal",
"terminal",
"search_files",
"terminal",
"search_files",
"read_file",
"read_file",
"read_file",
"search_files"
] | null | null |
null | 144.75 | null | false | null | 32 | null | a8059ffe | null | 你的建议是什么？ WM 和发现的问题，你总是用 search，到底是用哪一个？是对的，这个我有一点混淆和不太明白 | null | [
"skill_view",
"read_file",
"read_file",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"read_file",
"read_file",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"read_file",
... | null | null |
null | 25.56 | null | false | null | 5 | null | 146b4f9a | null | 走研究处，可以继续拉一些论文进行深读。只要对你有帮助的、对你有启发的、可以让我们完善自己能力的。甚至于进行初步的知识积累 | null | [
"read_file",
"terminal",
"terminal",
"terminal",
"terminal"
] | null | null |
null | 28.04 | null | false | null | 5 | null | f1741c16 | null | 走研究处，可以继续拉一些论文进行深读。只要对你有帮助的、对你有启发的、可以让我们完善自己能力的。甚至于进行初步的知识积累 | null | [
"memory",
"memory",
"memory",
"memory",
"memory"
] | null | null |
null | 84.53 | null | false | null | 16 | null | b35431b9 | null | 先按你的建议去做，做完之后在该项目上重新对照论文进行深读和三问和反省，看看我们的初步计划是否完善？得到的东西要去验证是否有用，这些你能自主做吗？最终就是我们不能做浮于表面的事情，一定要务实。实打实做到，你怎么向我去保证？你提出一个深读方案， | null | [
"skill_view",
"read_file",
"execute_code",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"read_file",
"terminal",
"execute_code",
"terminal",
"terminal",
"search_files",
"read_file",
"read_file"
] | null | null |
null | 56.01 | null | false | null | 7 | null | 84218a40 | null | 那假的你可以做成真的吗？还是根本就做不了？我们不能在一个圈里来回讨论，我今天就想解决。你光说不做、光想不深入调查、随意按推理给我回话这个问题。刚才你已经看了很多论文。如何有效解决这件事情变得异常重要。我不想偏离工作的主要内容，但是如果读一篇 | null | [
"skill_view",
"read_file",
"read_file",
"execute_code",
"terminal",
"execute_code",
"terminal"
] | null | null |
null | 137.44 | null | false | null | 12 | null | fc8899e2 | null | 请执行一次梦境记忆蒸馏。读取 ~/.agent-home/data/persistent.json，调用 sync_run_dream_cycle(dry_run=False) 完成 key_decisions 去重压缩（目标 ≤20 条 | null | [
"execute_code",
"read_file",
"patch",
"read_file",
"read_file",
"patch",
"patch",
"read_file",
"execute_code",
"execute_code",
"memory",
"skill_manage"
] | null | null |
null | 25.79 | null | false | null | 4 | null | ff4b39d2 | null | 你做了吗 | null | [
"memory",
"memory",
"memory",
"memory"
] | null | null |
null | 54.66 | null | false | null | 8 | null | ae0af922 | null | 可以，这种工作方式我还是比较赞同的，而且感觉你这样的话成长会很快，那么你可以按你的计划。给我一些建议，是积累几轮会得到什么？有什么帮助？还是如何换成一个方式？用什么方法可以快速地积累几轮能不是被动地等待 | null | [
"cronjob",
"read_file",
"cronjob",
"cronjob",
"cronjob",
"cronjob",
"cronjob",
"memory"
] | null | null |
null | 43.19 | null | false | null | 6 | null | 6a03165c | null | 那你现在调用的 API key 是 9883 的这个，对吧 | null | [
"skill_view",
"search_files",
"write_file",
"read_file",
"terminal",
"memory"
] | null | null |
null | 38.75 | null | false | null | 12 | null | bbf207f0 | null | 9883 结尾的Deepseek API key 是在哪个路径里？现在有两个 API key。你现在跟我对话的真正走的是用的哪一个？和他的路径 | null | [
"skill_view",
"terminal",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"search_files",
"terminal",
"search_files"
] | null | null |
null | 44.05 | null | false | null | 9 | null | 679dfa9f | null | cd ~/src/MimirAether && python3 -c "import asyncio; from agent.dream_memory import sync_run_dream_cycle; print('结果:', sy | null | [
"skill_view",
"session_search",
"web_search",
"web_search",
"web_search",
"web_search",
"web_search",
"web_search",
"web_search"
] | null | null |
null | 138.29 | null | false | null | 36 | null | c5faa28d | null | 你先提取条目，然后再客观地研究下一步。我应该已经把 clon 重新启动了 | null | [
"session_search",
"session_search",
"read_file",
"terminal",
"session_search",
"session_search",
"session_search",
"execute_code",
"execute_code",
"terminal",
"execute_code",
"execute_code",
"terminal",
"execute_code",
"todo",
"read_file",
"patch",
"execute_code",
"read_file",
... | null | null |
null | 41.82 | null | false | null | 3 | null | 73a6f546 | null | 开始 | null | [
"web_search",
"web_search",
"web_extract"
] | null | null |
null | 116.84 | null | false | null | 32 | null | 08948297 | null | 我想让你慎重地重新回头看，你去验证自己的时候，看一下你的验证路径和验证结果。确保以后的验证也可以是准确的，而不是盲目和简单的错误路径验证之后又说失败，我们从多方面去何时都成功之后，我们再研究下一步 | null | [
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"execute_code",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"get_env",
"search_files",
"execute_code",
"terminal",
"terminal",
"terminal",
"terminal",
"execute_code... | null | null |
null | 36.99 | null | false | null | 6 | null | 2bc1c084 | null | 你把日志给我 | null | [
"read_file",
"read_file",
"search_files",
"execute_code",
"execute_code",
"read_file"
] | null | null |
null | 35.46 | null | false | null | 3 | null | 17eb5343 | null | 第一，你回顾一下，我还是认为你蒸馏没有成功。第二，你找没找到 9883 的真实的 API key 在哪里？为什么你的 config y 什么 am 里面没有 API key | null | [
"read_file",
"read_file",
"execute_code"
] | null | null |
null | 69.55 | null | false | null | 14 | null | ab795afd | null | 那你现在把队位置给确认好。确保以后不再犯了 | null | [
"skill_view",
"skill_view",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"search_files"
] | null | null |
null | 33.96 | null | false | null | 8 | null | e6aaf250 | null | 你看看你读的是不是蒸馏后的老数据？蒸馏的老蒸馏数据或者是缓存上的数据，我这边第三方检测是蒸馏成功的，你仔细的做一个检测 | null | [
"read_file",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"read_file",
"terminal"
] | null | null |
null | 0.03 | null | false | null | 3 | null | 45867e4e | null | test | null | [
"echo",
"echo",
"echo"
] | null | null |
null | 65.51 | null | false | null | 7 | null | 3ed0c483 | null | 能读么 | null | [
"read_file",
"terminal",
"search_files",
"search_files",
"search_files",
"read_file",
"patch"
] | null | null |
null | 59.46 | null | false | null | 7 | null | 4f57db7c | null | 你刚刚已经搜了几个，包括电击世界模型的概念的那篇论文。这个你要一会告诉我他写的都是什么，然后你现在开第一轮收完之后放到你觉得对的位置，就像那三篇论文待的位置一样。保证随时能找着和相关词这一块。搜完之后，你先告诉我大概的内容，我来决定方向 | null | [
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"read_file"
] | null | null |
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