session_id stringlengths 8 8 | n_tool_calls int64 0 151 | duration_seconds float64 0 18.3k ⌀ | exit_reason stringclasses 7
values | tool_sequence listlengths 0 124 | has_exit_reason bool 2
classes | task_desc_sanitized stringlengths 1 300 | schema_version stringclasses 1
value | agent_id stringclasses 1
value | model stringclasses 1
value | trace_id_prefix stringclasses 629
values | trigger_source stringclasses 7
values | task_category stringclasses 6
values | task_subcategory stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7f998c94 | 37 | 635.98 | null | [
"skill_view",
"read_file",
"search_files",
"read_file",
"read_file",
"search_files",
"read_file",
"search_files",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"patch",
"terminal",
"search_fil... | false | 【历史膨胀修复·A+C方案·刘哥拍板】刘哥指出你的历史膨胀=无用的token浪费（核心问题）——方案已落盘 ~/wiki/concepts/Mimir历史膨胀解决方案.md（你读）——现在执行A+C。
WHERE（背景——盘上证据）：
- | null | null | null | null | null | null | null |
48b32e11 | 17 | 275.17 | null | [
"skill_view",
"search_files",
"terminal",
"search_files",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"session_search",
"session_search"
] | false | 【P1-2补报告·第三次·物理强制】你的P1-2实际工作已完成（复数sources=0——盘上验证）——但报告没落盘——这是你第2次活干完不写报告（P0也是——模式问题）。
执行（唯一任务——不要重做工作）：
1. 写 ~/wiki/co | null | null | null | null | null | null | null |
c4d87c95 | 105 | 2,755.29 | null | [
"session_search",
"session_search",
"skill_view",
"session_search",
"search_files",
"search_files",
"read_file",
"search_files",
"session_search",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"terminal",
"terminal",
... | false | 【P1-3继续·修正探索规则】刘哥发现：探索预算≤3次让你不敢动了（4次就停——怕超预算）——这是我们限制的错——不是你的问题。
**修正后的规则（不再固定次数）**：
1. **探索到确认现状+能执行就停**（目标导向——不是数次数）— | null | null | null | null | null | null | null |
0d7caf20 | 57 | 1,156.51 | null | [
"skill_view",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",... | false | 【修delegate_task bug·base_url·刘哥拍板】你在P1-1发现delegate_task失败（`'MimirAetherAgent' object has no attribute 'base_url'`）——刘哥：先 | null | null | null | null | null | null | null |
8b062cba | 6 | 158.13 | null | [
"write_file",
"send_message",
"terminal",
"terminal",
"write_file",
"terminal"
] | false | 【停——不要再探索】你在空转！复数sources已经清零（46→0——盘上验证——之前就完成了）——你还在session_search搜它（结果空——因为不存在了）。立即停止探索。
唯一任务（现在做）：
1. 写 ~/wiki/conce | null | null | null | null | null | null | null |
bea6f47d | 4 | 169.53 | null | [
"skill_view",
"terminal",
"terminal",
"execute_code"
] | false | 【P1-3·115张无source卡补源·验证收尾三连】你是Database Reliability Engineer（DBRE）+信息架构师——从库查 `~/.agent-workspace/projects/agency-agents/enginee | null | null | null | null | null | null | null |
dde5c28e | 20 | 364.63 | null | [
"skill_view",
"execute_code",
"read_file",
"execute_code",
"execute_code",
"search_files",
"execute_code",
"search_files",
"terminal",
"read_file",
"terminal",
"read_file",
"execute_code",
"execute_code",
"terminal",
"patch",
"terminal",
"terminal",
"search_files",
"execute_cod... | false | 【P1数字澄清·现在必须做】Loki独立SQL实测你的P1报告——数字不一致（1247 vs 104——milestones 0/85）——你需要澄清（诚实——审计闭环——刘哥等着收束）。
执行（不要再调研——直接做）：
1. 读 /ho | null | null | null | null | null | null | null |
404c955f | 19 | 488.54 | null | [
"skill_view",
"search_files",
"search_files",
"terminal",
"write_file",
"terminal",
"execute_code",
"terminal",
"write_file",
"terminal",
"execute_code",
"search_files",
"search_files",
"read_file",
"execute_code",
"write_file",
"execute_code",
"execute_code",
"execute_code"
] | false | 【P2实现·第三次·立即写代码】停止读代码——你已经在session_search_tool.py读了40+段——理解足够。现在唯一动作：写实现。
直接执行（不再读任何文件）：
1. 写 /home/USER/.mimiraether | null | null | null | null | null | null | null |
55618e06 | 19 | 300.34 | null | [
"skill_view",
"search_files",
"terminal",
"terminal",
"search_files",
"terminal",
"search_files",
"terminal",
"terminal",
"terminal",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"read_file",
"read_file",
"read_file"
] | false | 【P2继续·原子任务B实现】你的P2方案设计已落盘（7d73fa5——Recognition Memory检索后过滤——Backend Architect角色）——继续执行原子任务B（实现）。
WHERE（背景）：P2方案✅（LLM相关性 | null | null | null | null | null | null | null |
69844bee | 56 | 652.53 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"search_files",
"re... | false | 【P2·Recognition Memory】你的P0（bge-m3语义检索）+P1（related_to记忆关联）都COMPLETE了（QA PASS）——刘哥课题最后一项：P2 Recognition Memory过滤（Mimir轮方案 | null | null | null | null | null | null | null |
38e84c63 | 21 | 444.37 | null | [
"skill_view",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"execute_code",
"read_file",
"execute_code",
"execute_code",
"terminal",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_c... | false | 【P1-2·复数sources存量统一·刘哥指示】你是Database Reliability Engineer（DBRE）+信息架构师——从库查 `~/.agent-workspace/projects/agency-agents/engineerin | null | null | null | null | null | null | null |
e3157ada | 41 | 933.43 | null | [
"skill_view",
"read_file",
"search_files",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"execute_code",
"execute_code",
"terminal",
"terminal",
"terminal",
"execute_code",
"execute_code",
"read_file",
"execute_code",
"execute_code",
"patch",
"patch",
"delegate... | false | 【P1-1·SCHEMA source规范·刘哥指示——双重审计责任】你是Database Reliability Engineer（DBRE）+信息架构师——从库查 `~/.agent-workspace/projects/agency-agents/ | null | null | null | null | null | null | null |
12bfef37 | 16 | 267.58 | null | [
"skill_view",
"terminal",
"read_file",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"terminal",
"terminal",
"terminal",
"patch",
"terminal"
] | false | 运行 wiki 质量门禁脚本，检查重复页面、broken wikilinks 和成熟度晋级。执行 /home/USER/.mimiraether/scripts/wiki-quality-gate.sh。如果有任何问题（broken w | null | null | null | null | null | null | null |
1bd1aaa6 | 51 | 1,084.74 | null | [
"skill_view",
"session_search",
"search_files",
"search_files",
"search_files",
"read_file",
"terminal",
"search_files",
"terminal",
"terminal",
"read_file",
"read_file",
"read_file",
"terminal",
"read_file",
"terminal",
"execute_code",
"execute_code",
"read_file",
"execute_cod... | false | 【P1·记忆关联】你的P0已COMPLETE（20694条bge-m3——QA PASS——报告已落793bec6——优秀）——刘哥课题推进：现在做P1（记忆关联related_to——HippoRAG2非参数持续学习——你Mimir轮方案 | null | null | null | null | null | null | null |
2703f0cd | 21 | 304.92 | null | [
"session_search",
"skill_view",
"session_search",
"session_search",
"search_files",
"read_file",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"patch",
"terminal",
"read_file"
... | false | 【四方纪律·完成信号】刘哥要求（重要）：每次你完成任务（落盘wiki/git commit后）——必须主动发`@hermes 我完成了X，落盘Y，commit Z`信号（通过你的回执机制——或直接发给Hermes）。不要只落盘不通知——He | null | null | null | null | null | null | null |
203cec83 | 4 | 101.89 | null | [
"skill_view",
"read_file",
"session_search",
"search_files"
] | false | 【P1-2·复数sources统一·刘哥指示——数据已独立调查】你是DBRE+信息架构师——从库查 `~/.agent-workspace/projects/agency-agents/engineering/engineering-database-r | null | null | null | null | null | null | null |
f1877c73 | 18 | 439.9 | null | [
"session_search",
"search_files",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"session_search",
"execute_code",
"execute_code",
"terminal",
"terminal"
] | false | 【P1-2补报告】你的P1-2实际工作已完成（复数sources已清零——46→0——execute_code处理完）——但报告没落盘+没commit——补完。
WHERE：复数sources=0张（盘上已验证）——单数source=63 | null | null | null | null | null | null | null |
0027aa1e | 31 | 502.43 | null | [
"read_file",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"patch",
"patch",
"terminal",
"write_file",
"terminal",
"terminal",
... | false | 【修todo工具bug】你的todo工具报错'TodoStore not initialized'（P1-3.1分片时——todo失败——分片规划没落盘）。这是系统接线问题——修。
根因（Hermes已查）：tools/todo_tool | null | null | null | null | null | null | null |
00b8a9ac | 17 | 396.08 | null | [
"skill_view",
"terminal",
"terminal",
"terminal",
"read_file",
"read_file",
"terminal",
"delegate_task",
"terminal",
"patch",
"patch",
"terminal",
"terminal",
"write_file",
"terminal",
"terminal",
"terminal"
] | false | # P1-3 补source · 重新开始（契约式——精确无歧义）
## 你的角色
- 从库读角色卡：`terminal: cat ~/.agent-workspace/projects/agency-agents/engineering/engine | null | null | null | null | null | null | null |
0f847911 | 3 | 0.03 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
3ab7727c | 60 | 1,218.11 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"terminal",
"execute_code",
"search_files",
"execute_code",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"read_file",
"execute_code",
"execute_code",
"read_f... | false | 【P1数字澄清·Loki审计发现】Loki独立SQL实测你的P1报告——发现数字不一致——你需要澄清（诚实——闭环）。
WHERE（背景）：你的P1报告（Mimir-P1记忆关联报告.md）自报「关联规模：1247条边（16项目+5约束+ | null | null | null | null | null | null | null |
42ff5273 | 23 | 343.82 | null | [
"skill_view",
"session_search",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"search_fi... | false | 【P2实现·直接动手】你的P2实现会话（55618e06）在调研阶段结束了（读了session_search_tool.py等——理解够了）——现在直接实现——不要再调研。
WHERE（背景）：P2方案✅（7d73fa5——Recogni | null | null | null | null | null | null | null |
537b4997 | 3 | 0.04 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
1dd3bdab | 10 | 190.85 | null | [
"skill_view",
"search_files",
"read_file",
"search_files",
"write_file",
"terminal",
"send_message",
"search_files",
"write_file",
"terminal"
] | false | 【写报告·探索预算版】刘哥指示：不是禁止你探索——适量探索是好的（你的严谨来自验证）——但要控制预算。
现状：复数sources已清零（46→0——盘上已确认）——你的实际工作已完成——只差报告。
任务（探索预算=最多2次工具）：
1. | null | null | null | null | null | null | null |
62a08e70 | 3 | 0.05 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
997b0153 | 61 | 1,657.17 | null | [
"skill_view",
"skill_view",
"read_file",
"search_files",
"search_files",
"terminal",
"search_files",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
"read_file",
"read_file",
"search_files",
"read_... | false | 【P0-1·修双写bug·刘哥指示】你是Database Reliability Engineer（DBRE）——从库查 `~/.agent-workspace/projects/agency-agents/engineering/engineering | null | null | null | null | null | null | null |
398f5715 | 68 | 738.56 | null | [
"skill_view",
"search_files",
"terminal",
"terminal",
"execute_code",
"execute_code",
"web_search",
"web_search",
"read_file",
"terminal",
"read_file",
"patch",
"patch",
"patch",
"patch",
"patch",
"patch",
"patch",
"patch",
"patch",
"patch",
"terminal",
"terminal",
"exe... | false | 【P1-3原子级返工·进化示范】刘哥指示（重要）：这次P1-3犯了错（105+张待补raw占位/任务范围失控/没原子化）——现在**原子级返工**——让错误变成进化。
**理解**：我们和Hermes用同一个token——每次浪费=系统生 | null | null | null | null | null | null | null |
677da712 | 44 | 686.8 | null | [
"skill_view",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"search_files",
"terminal",
"search_files",
"terminal",
"terminal",
"terminal",
"terminal",... | false | 【四方接力·RAW统一方案】刘哥发起四方讨论：RAW统一方案（贯穿Obsidian/Karpathy/LLM/Wiki/四方）。你的角色：记忆架构师（从库查 ~/.agent-workspace/projects/agency-agents/——工程或记 | null | null | null | null | null | null | null |
a26e78c3 | 21 | 340.51 | null | [
"read_file",
"search_files",
"skill_view",
"skill_view",
"terminal",
"read_file",
"terminal",
"terminal",
"patch",
"patch",
"patch",
"delegate_task",
"delegate_task",
"execute_code",
"read_file",
"terminal",
"execute_code",
"terminal",
"terminal",
"write_file",
"terminal"
] | false | 【P1-1·SCHEMA source规范·刘哥指示】你是Database Reliability Engineer（DBRE）+信息架构师视角——从库查 `~/.agent-workspace/projects/agency-agents/engine | null | null | null | null | null | null | null |
50f22c3d | 99 | 3,072.98 | null | [
"skill_view",
"session_search",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"session_search",
"terminal",
"terminal",
"terminal",
"terminal",
"read_file",
"read_file",
"execute_code",
"todo",
"delegate_task",
"search_files",
"search_files",
"search_fi... | false | 【P1-3分段模式·立即执行】刘哥方法论（重要）：你当前一口气patch 36次——不对。改成**分段+汇报+门禁**模式。
**新工作方式（P1-3拆成P1-3.1/3.2/3.3...）**：
1. **P1-3.1**：只处理第一批 | null | null | null | null | null | null | null |
fac76d9a | 4 | 33.72 | null | [
"skill_view",
"read_file",
"read_file",
"terminal"
] | false | 今天是新的一个工作日。请读取 ~/.agent-home/data/reminders.json 中状态为 "pending" 且日期为今天的提醒事项，汇总后告诉我今天有哪些待办。同时也读取 ~/.agent-home/data/sto | null | null | null | null | null | null | null |
233d0708 | 3 | 0.04 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
11fcef55 | 70 | 1,205.34 | null | [
"session_search",
"session_search",
"skill_view",
"session_search",
"search_files",
"search_files",
"terminal",
"read_file",
"search_files",
"read_file",
"terminal",
"terminal",
"read_file",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"read_file",
"search_files... | false | 【信号投递确认】你的P1-3.1完成信号Hermes收到了吗？——没有（Hermes收件箱之前不存在——信号丢了——抱歉）。
**现在**：Hermes收件箱已建（/tmp/buzz-inbox-hermes.jsonl）——你以后完成信 | null | null | null | null | null | null | null |
bdf9d621 | 40 | 709.89 | null | [
"session_search",
"terminal",
"session_search",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal"... | false | 【立即停止当前工作】你的P1-3已经做过头了——全库394张都标了'待补raw'（222张占位）——这不是P1-3的任务（P1-3只是补source——不是全库合规）。任务范围失控。
立即：
1. **停止**当前的全库补齐工作
2. * | null | null | null | null | null | null | null |
bdb7fb63 | 47 | 626.52 | null | [
"todo",
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
"read_file",
"terminal",
"read_file",
"read_file",
"terminal",
"search_files",
"search_fi... | false | 【P0 full验证·你的P0完成了】刘哥课题启动——你的P0 backfill已100%完成（chroma 20694条——4.7小时——08:40收尾）——现在做full验证（你欠的账：full后5 query重验+final结论）。
| null | null | null | null | null | null | null |
10010f37 | 3 | 0.04 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
37a67393 | 4 | 18.85 | null | [
"memory",
"memory",
"memory",
"memory"
] | false | 在？ | null | null | null | null | null | null | null |
5a52a92a | 4 | 40.92 | null | [
"skill_view",
"session_search",
"read_file",
"terminal"
] | false | 冒烟 | null | null | null | null | null | null | null |
36f33ada | 10 | 147.85 | null | [
"read_file",
"search_files",
"read_file",
"terminal",
"patch",
"terminal",
"terminal",
"terminal",
"terminal",
"memory"
] | false | 先不开，如果顺序是先回答三问，那先补上 | null | null | null | null | null | null | null |
01d4cba2 | 3 | 0.08 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
3387a7ba | 4 | 32.53 | null | [
"read_file",
"search_files",
"search_files",
"read_file"
] | false | 看现状，用工具？ | null | null | null | null | null | null | null |
7da062cb | 6 | 41.72 | null | [
"terminal",
"memory",
"read_file",
"search_files",
"search_files",
"search_files"
] | false | 你给我出命令，但是这个命令必须是直接复制粘贴就能执行的，不能有多余的 | null | null | null | null | null | null | null |
6320b4a8 | 3 | 19.64 | null | [
"terminal",
"terminal",
"mimir_ops"
] | false | 先看 bridge 里的问题都解决了么？ | null | null | null | null | null | null | null |
ef3d27e0 | 41 | null | null | [
"session_search",
"read_file",
"terminal",
"search_files",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal... | false | 艾希绕过教训这个事情是怎么回事？你不说已经做完了，又没做，根因是什么 | null | null | null | null | null | null | null |
0478938f | 4 | 28.4 | null | [
"read_file",
"terminal",
"terminal",
"read_file"
] | false | 艾希绕过教训这个事情是怎么回事？你不说已经做完了，又没做，根因是什么 | null | null | null | null | null | null | null |
5ab97e45 | 3 | 0.05 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
b88a788a | 3 | 29.84 | null | [
"read_file",
"terminal",
"read_file"
] | false | 你进化了么 | null | null | null | null | null | null | null |
4687f039 | 15 | 157.78 | null | [
"terminal",
"read_file",
"read_file",
"read_file",
"patch",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal"
] | false | 在？ | null | null | null | null | null | null | null |
6e250566 | 3 | 0.03 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
638949ef | 3 | 0.06 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
2fc948b0 | 3 | 0.03 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
4d89ccfb | 27 | 126.19 | null | [
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"patch",
... | false | 你可以把它放到 bridge 里 | null | null | null | null | null | null | null |
1c6c885c | 11 | 115.83 | null | [
"read_file",
"search_files",
"terminal",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"memory"
] | false | 继续 | null | null | null | null | null | null | null |
5bf3b130 | 5 | 22 | null | [
"search_files",
"read_file",
"read_file",
"patch",
"read_file"
] | false | 你可以添，但不能是硬编码呀。而且我就是在你这个路径里，已经写上 iD 和 API Key 了，要不然你现在怎么跟我聊天的？ | null | null | null | null | null | null | null |
92297c04 | 13 | 36.96 | null | [
"read_file",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"read_file"
] | false | 状态 | null | null | null | null | null | null | null |
ed992832 | 14 | 80.23 | null | [
"search_files",
"search_files",
"read_file",
"read_file",
"execute_code",
"execute_code",
"read_file",
"search_files",
"search_files",
"read_file",
"terminal",
"terminal",
"terminal",
"execute_code"
] | false | 你把你这个经验是存在了上下文中，确定以后不做了，还是说你把经验已经沉淀在相应的技能里了 | null | null | null | null | null | null | null |
fae7142e | 23 | 817.39 | null | [
"execute_code",
"read_file",
"execute_code",
"execute_code",
"terminal",
"execute_code",
"execute_code",
"execute_code",
"terminal",
"read_file",
"patch",
"execute_code",
"read_file",
"read_file",
"read_file",
"execute_code",
"execute_code",
"terminal",
"terminal",
"write_file"... | false | 按你的建议来，然后总结之前的错误，千万不要再发生 | null | null | null | null | null | null | null |
9c0bc31c | 4 | 29.48 | null | [
"skill_view",
"web_search",
"web_search",
"web_search"
] | false | 刚刚的工作呀，是我们去读了两篇论文，你做的一个设计。现在这两篇论文所体现的和对我们有帮助的，是否都已经做到了？还是说我们需要继续去深研？ | null | null | null | null | null | null | null |
cd849441 | 16 | 47.32 | null | [
"search_files",
"search_files",
"terminal",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"terminal",
"read_file",
"read_file",
"read_file"
] | false | 我觉得你的判断相对合理。但是依据你的判断，你能总结出下一步我们该具体去做什么吗 | null | null | null | null | null | null | null |
0ef5c86f | 37 | 2,333.02 | null | [
"execute_code",
"read_file",
"terminal",
"terminal",
"execute_code",
"terminal",
"terminal",
"read_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"read_file",
"read_file",
"read_file",
"read_file",
"terminal",
"execute_code",
"terminal",
"execute_code",
... | false | 可以更新 | null | null | null | null | null | null | null |
aa2a331d | 6 | 51.76 | null | [
"search_files",
"get_env",
"write_file",
"read_file",
"skill_manage",
"skill_view"
] | false | 开始 | null | null | null | null | null | null | null |
4453ddc7 | 17 | 47.38 | null | [
"skill_view",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file"
] | false | 可以 | null | null | null | null | null | null | null |
b8d4d322 | 6 | 27.57 | null | [
"read_file",
"search_files",
"search_files",
"search_files",
"execute_code",
"terminal"
] | false | 你做一个，你看一看我们有没有清单技能。你把要做的和要做什么先放到这个清单技能里，先看看我们有没有，如果有的话我们应用，如果没有，你创造一个。我们按照清单的顺序和知识树的目的去一项一项去完善，这样做一个就可以打了个标记。或者是我们应用 BLO | null | null | null | null | null | null | null |
e75236ef | 31 | 166.73 | null | [
"read_file",
"execute_code",
"execute_code",
"search_files",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"search... | false | 他不需要 apikey 吗？如果不需要，那你就直接切到 agent reach | null | null | null | null | null | null | null |
5b72627c | 10 | 59.53 | null | [
"session_search",
"skill_view",
"session_search",
"session_search",
"session_search",
"memory",
"read_file",
"search_files",
"read_file",
"read_file"
] | false | 我先复述一下刚刚发生的问题。刚刚你进行操作的时候，在 ENV 文件里应该是叫这个名字，还有 Deepseek 的APIK，你把这些都给删除了。我不清楚你删除的原因，但是事实上是你删除了飞书的 ID 和密码，还有你的大模型的APIK，这是我刚 | null | null | null | null | null | null | null |
24d78415 | 3 | 81.97 | null | [
"execute_code",
"execute_code",
"execute_code"
] | false | 状态 | null | null | null | null | null | null | null |
ce144d9c | 8 | 26.5 | null | [
"read_file",
"skills_list",
"patch",
"patch",
"read_file",
"read_file",
"terminal",
"memory"
] | false | 我重启完了。你开始安装 agent resch 并让他运行。安装前要进行安全检查 | null | null | null | null | null | null | null |
2ee35547 | 17 | 69.79 | null | [
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"search_files",
"terminal",
"terminal",
"read_file",
"read_file",
"read_file"
] | false | 你慎重思考，刚刚你已经出现严重事故，以下是事故的内容。 OpenClaw 最好还是保留重启你的能力。在出现这种极端情况下，可以让你重启
1. 原来 .env 里有 FEISHU_APP_ID/FEISHU_APP_SECRET
2. 14 | null | null | null | null | null | null | null |
6a02ab90 | 7 | 53.71 | null | [
"read_file",
"read_file",
"read_file",
"search_files",
"read_file",
"read_file",
"read_file"
] | false | 你三问来确认下一步。梦境和 wm 能不能互补。现在梦境在 AI agent 比较流行 | null | null | null | null | null | null | null |
f1718116 | 44 | 191.44 | null | [
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"search_files",
"terminal",
"terminal",
"terminal",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"terminal",
"search_files",
"search_files",... | false | 你试一下自主 | null | null | null | null | null | null | null |
bbf0a360 | 44 | 105.38 | null | [
"skill_view",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"terminal",
"terminal",
"search_files",
"terminal",
"search_files",
"terminal",
"terminal",
"search_files",
"read_file",
"terminal",
"search_files",
"terminal",
"search_files",
"read_file"... | false | 最重要的是。你说了没做这件事情，我们有 WM。我们有很多机制去防止，但依然出现问题了。所以说你先三问，最后去确定我们用什么搜索。如果踢大头的那个搜索 skill 已经不能工作了，显示 401，你又找到了一个 agent reach 你告诉我 | null | null | null | null | null | null | null |
214c427e | 7 | 38.82 | null | [
"search_files",
"skill_view",
"skill_view",
"read_file",
"read_file",
"search_files",
"skills_list"
] | false | 开始 | null | null | null | null | null | null | null |
3edf8568 | 24 | 97.6 | null | [
"search_files",
"search_files",
"terminal",
"get_env",
"get_env",
"get_env",
"search_files",
"terminal",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"terminal",
"read_file",
"terminal",
"read_file",
"read_file",
"read_file",
"read_file",
"read_fi... | false | 状态 | null | null | null | null | null | null | null |
2dfc4702 | 35 | 317.41 | null | [
"skill_view",
"read_file",
"read_file",
"terminal",
"read_file",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"patch",
"patch",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"search_files",
"re... | false | 我们现在想一个问题，你总是掉线，掉线之后呢，我需要用外部去给你启动，有什么方法能让你持续在线？ | null | null | null | null | null | null | null |
e4860375 | 12 | 66.83 | null | [
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"terminal",
"read_file",
"search_files",
"search_files",
"execute_code",
"terminal",
"execute_code"
] | false | 你为什么重复给我发同样的话 | null | null | null | null | null | null | null |
919b37d1 | 7 | 34.37 | null | [
"execute_code",
"read_file",
"read_file",
"read_file",
"terminal",
"terminal",
"terminal"
] | false | 重启完了 | null | null | null | null | null | null | null |
d2bb025a | 7 | 37.07 | null | [
"read_file",
"skill_view",
"search_files",
"read_file",
"execute_code",
"execute_code",
"execute_code"
] | false | 你能自主在 GitHub 上学习对你有帮助的能力么？ | null | null | null | null | null | null | null |
8636abb6 | 9 | 339.23 | null | [
"read_file",
"terminal",
"search_files",
"search_files",
"terminal",
"read_file",
"terminal",
"terminal",
"search_files"
] | false | 状态 | null | null | null | null | null | null | null |
840eda68 | 24 | 109.16 | null | [
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
"search_files",
"search_files",
"read_file",
"terminal",
"read_file",
"terminal",
"terminal",
"read_file",
"execute_code",
"execute_code",
"search_files",
"search... | false | 开始 | null | null | null | null | null | null | null |
84534c40 | 3 | 0.12 | null | [
"echo",
"echo",
"echo"
] | false | test | null | null | null | null | null | null | null |
1fe29789 | 7 | 13.68 | null | [
"skill_view",
"search_files",
"get_env",
"get_env",
"terminal",
"search_files",
"search_files"
] | false | 我的意思就是试一遍，就是你自主决定。你要是决定需要拉，可以学习，你就拉。你要是决定没有意义，就不用拉。这个就是我们现在要尝试的 | null | null | null | null | null | null | null |
122eeb93 | 4 | 19.14 | null | [
"skill_view",
"read_file",
"read_file",
"web_search"
] | false | 刚刚你都做了什么？我们需要去复习一下，看看做的东西有没有实际用处。如何使用？在什么方面你得到了进化？然后你再给自己做一个评分 | null | null | null | null | null | null | null |
1b78c664 | 26 | 144.24 | null | [
"read_file",
"execute_code",
"write_file",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
"execute_code",
"execute_code",
"execute_code",
"terminal",
"te... | false | 刚刚你犯的这些错误，能够自我检讨很好，但这个过程当中。 WM 运行了吗？我觉得我们做的很多工作都是减少你犯错和只说不做的这个问题。这就是我们慢慢的把大模型幻觉漂移，只说不做，MOCK 等等。东西去完善的一个方向，也都是你宝贵的经验 | null | null | null | null | null | null | null |
20ab45e2 | 30 | 267.15 | null | [
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"read_file",
"read_file",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files",
"patch",
"read_file",
"patch",
"delegate_task",
"terminal",
"terminal",
"terminal",
"terminal",
"terminal",
... | false | 好的 | null | null | null | null | null | null | null |
2635394c | 9 | 236.32 | null | [
"web_search",
"web_search",
"web_search",
"web_extract",
"web_extract",
"web_extract",
"web_search",
"web_extract",
"web_search"
] | false | 开始 | null | null | null | null | null | null | null |
559aead0 | 43 | 145.98 | null | [
"skill_view",
"execute_code",
"search_files",
"get_env",
"terminal",
"read_file",
"get_env",
"terminal",
"search_files",
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"terminal",
"read_file",
"read_file",
"search_files",
"read_file... | false | 什么情况 | null | null | null | null | null | null | null |
d1e5307a | 50 | 477.96 | null | [
"search_files",
"search_files",
"read_file",
"terminal",
"terminal",
"terminal",
"search_files",
"search_files",
"search_files",
"read_file",
"search_files",
"search_files",
"read_file",
"search_files",
"read_file",
"search_files",
"terminal",
"terminal",
"terminal",
"execute_c... | false | 开始 | null | null | null | null | null | null | null |
acfc4e74 | 5 | 58.57 | null | [
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code"
] | false | 你三问之后重新开始 | null | null | null | null | null | null | null |
a848a357 | 13 | 109.46 | null | [
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 31c0c019f1ce。
消息内容：【Openclaw】**落盘路径**：`/home/USER/wiki/discussions/2026-08-20-四方会议-待办1api日志.m | null | null | null | null | null | null | null |
38f63c2f | 18 | 144.63 | null | [
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"session_search",
"session_search",
"execute_code",
"search_files",
"search_files",
"execute_code",
"read_file",
"execute_code",
"read_file",
"search_files",
"read_file",
"read_file",
"execute_code",
"read_file"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】下一个：Hermes 汇总四方审计产出。
第一步：判断消息类型——
- 若是【任务消息】（含"新任务""请写""写入""完成你的段""读X | null | null | null | null | null | null | null |
162a109b | 8 | 98.23 | null | [
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"memory"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】同一 OpenClaw 通知重复发送——已确认（上一轮 18:46 已回复）。OpenClaw 段 L221，commit `f31955a | null | null | null | null | null | null | null |
aa1ade87 | 18 | 102.92 | null | [
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"session_search",
"session_search",
"session_search",
"session_search",
"session_search",
"session_search",
"session_search",
"execute_code",
"session_search",
"execute_code"... | false | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】任务重复发送——已确认（01:20 那条已处理）。**loki 接入就绪段已落**（L641 起，01:25，commit `a27c8a8 | null | null | null | null | null | null | null |
42583774 | 10 | 152.49 | null | [
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"read_file",
"read_file"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】- **投票**：🟡 修改后通过——3 项实施清单给 Mimir/OpenClaw。下一个：Hermes 汇总四方方案。
第一步：判断消息 | null | null | null | null | null | null | null |
f0f196d2 | 12 | 220.37 | null | [
"skill_view",
"execute_code",
"execute_code",
"execute_code",
"session_search",
"execute_code",
"execute_code",
"session_search",
"execute_code",
"terminal",
"terminal",
"execute_code"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】下一轮：Hermes 汇总 4 段方案产出最终执行清单。
第一步：判断消息类型——
- 若是【任务消息】（含"新任务""请写""写入""完 | null | null | null | null | null | null | null |
4db3e22e | 39 | 553.37 | null | [
"skill_view",
"read_file",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"search_files",
"search_files",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",... | false | @Mimir 块4执行-重派v3（2026-08-20 14:35——Hermes 唤醒——reasoning_content 400 真治本（elif 分支也无条件回传——全路径覆盖）——本次干净会话——正常执行）
【角色】必须用 en | null | null | null | null | null | null | null |
c06295de | 23 | 422.37 | null | [
"read_file",
"search_files",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file",
"read_file",
"search_files",
"execute_code",
"execute_code",
"search_files",
"read_file",
"execute_code",
"read_file",
"read_file",
"read_file",
"search_files",
"search_files... | false | @Mimir 块4执行（2026-08-20 13:52——Hermes 派发——4 审计合并执行清单——原子化 5 段——完成度检查强制——你刚自审抓出 B1（自己的方案 schema 假设错误）——本次按真实 schema 实施）
【 | null | null | null | null | null | null | null |
4033f8f5 | 14 | 131.09 | null | [
"skill_view",
"read_file",
"search_files",
"session_search",
"terminal",
"search_files",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"patch",
"terminal",
"memory"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 31c0c019f1ce。
消息内容：【Openclaw】**落盘路径**：`/home/USER/wiki/discussions/2026-08-20-四方会议-待办1api日志.m | null | null | null | null | null | null | null |
e499315e | 15 | 89.88 | null | [
"skill_view",
"execute_code",
"execute_code",
"session_search",
"execute_code",
"execute_code",
"execute_code",
"execute_code",
"session_search",
"session_search",
"terminal",
"read_file",
"read_file",
"read_file",
"terminal"
] | false | 你在Buzz频道收到Hermes发来的消息，来自 7f4f09e3d5b8。
消息内容：【Loki】OpenClaw 段我未深读——只 grep 确认位置。下一个：Hermes 汇总四方段产出最终执行清单（含400 B 4 候选根因合并）。 | null | null | null | null | null | null | null |
bd62bf98 | 9 | 77.04 | null | [
"skill_view",
"execute_code",
"execute_code",
"get_env",
"execute_code",
"execute_code",
"execute_code",
"read_file",
"execute_code"
] | false | ping——验证middleware日志 | null | null | null | null | null | null | null |
e23a4899 | 11 | 50.88 | null | [
"skill_view",
"read_file",
"session_search",
"read_file",
"read_file",
"session_search",
"search_files",
"search_files",
"search_files",
"search_files",
"read_file"
] | false | 你在Buzz频道收到消息（来自 31c0c019f1ce）。
消息内容（需完成落盘）：【Openclaw】**落盘路径**：`/home/USER/wiki/discussions/2026-08-20-四方会议-两个400根因.md` | null | null | null | null | null | null | null |
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