chore: 全面检查完成 + Calibre书库接入 192.168.123.11:8089

全面检查修复: - 4个cron wrapper脚本空格问题修复 - NewAPI token验证逻辑确认(curl需带token) - OpenClaw 2026.7.1最新 - Herms v0.18.0已升级 Calibre内容服务器: - 书库: D:\calibre书库- 端口: 8089 (已放行防火墙) - 启动: 牧尘手动执行(方案A) - OPDS: http://192.168.123.11:8089/opds - 状态: 正常运行✅
2026-07-18 02:09:03 +08:00 · 2026-07-18 02:09:03 +08:00 · 86a79bd940
parent 3c0340d082
commit 86a79bd940
32 changed files with 1076 additions and 216 deletions
--- a/.skills_prompt_snapshot.json
+++ b/.skills_prompt_snapshot.json
@ -134,8 +134,8 @@
      15429
    ],
    "devops/devops-umbrella/SKILL.md": [
-      1783559415450897409,
-      28356
+      1784294959919892608,
+      28685
    ],
    "devops/docker/SKILL.md": [
      1783535483046971389,
@ -174,8 +174,8 @@
      7841
    ],
    "devops/self-healing-infrastructure/SKILL.md": [
-      1783937798290920581,
-      6705
+      1784297304976190293,
+      8251
    ],
    "devops/self-hosted-tunneling/SKILL.md": [
      1783535483046726537,
@ -237,6 +237,10 @@
      1783567368465551259,
      7925
    ],
+    "knowledge/cangjie-distill/SKILL.md": [
+      1784261634892601749,
+      8361
+    ],
    "mcp/native-mcp/SKILL.md": [
      1783567355500854191,
      13001
@ -398,8 +402,8 @@
      103948
    ],
    "research/stock-research/SKILL.md": [
-      1783939288382666476,
-      15670
+      1784278881171217354,
+      16425
    ],
    "social-media/feishu-bot/SKILL.md": [
      1782056456044416139,
@ -1442,6 +1446,19 @@
        "requires_tools": []
      }
    },
+    {
+      "skill_name": "cangjie-distill",
+      "category": "knowledge",
+      "frontmatter_name": "cangjie-distill",
+      "description": "把书籍/视频/播客/课程/长内容蒸馏成一组可执行 skills 的元 skill。\n触发词：拆书/蒸馏/把XX做成...",
+      "platforms": [],
+      "conditions": {
+        "fallback_for_toolsets": [],
+        "requires_toolsets": [],
+        "fallback_for_tools": [],
+        "requires_tools": []
+      }
+    },
    {
      "skill_name": "native-mcp",
      "category": "mcp",
--- a/.update_check
+++ b/.update_check
@ -1 +1 @@
-{"ts": 1783603789.1670141, "behind": -1, "rev": null, "ver": "0.18.0"}
+{"ts": 1784278375.2932124, "behind": -1, "rev": null, "ver": "0.18.0"}
--- a/channel_directory.json
+++ b/channel_directory.json
@ -1,5 +1,5 @@
 {
-  "updated_at": "2026-07-17T02:56:33.142050",
+  "updated_at": "2026-07-18T02:06:36.035013",
  "platforms": {
    "telegram": [],
    "discord": [],
--- a/cron/jobs.json
+++ b/cron/jobs.json
@ -20,15 +20,15 @@
      "schedule_display": "every 1m",
      "repeat": {
        "times": null,
-        "completed": 20434
+        "completed": 21122
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-06-21T18:52:36.548110+08:00",
-      "next_run_at": "2026-07-17T03:00:53.976682+08:00",
-      "last_run_at": "2026-07-17T02:59:53.976682+08:00",
+      "next_run_at": "2026-07-18T02:08:17.249460+08:00",
+      "last_run_at": "2026-07-18T02:07:17.249460+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -116,15 +116,15 @@
      "schedule_display": "every 360m",
      "repeat": {
        "times": null,
-        "completed": 32
+        "completed": 35
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T01:30:54.618246+08:00",
-      "next_run_at": "2026-07-17T08:58:00.223558+08:00",
-      "last_run_at": "2026-07-17T02:58:00.223558+08:00",
+      "next_run_at": "2026-07-18T03:08:04.937526+08:00",
+      "last_run_at": "2026-07-17T21:08:04.937526+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -162,15 +162,15 @@
      "schedule_display": "every 30m",
      "repeat": {
        "times": null,
-        "completed": 380
+        "completed": 426
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T01:42:21.503720+08:00",
-      "next_run_at": "2026-07-17T03:27:53.842611+08:00",
-      "last_run_at": "2026-07-17T02:57:53.842611+08:00",
+      "next_run_at": "2026-07-18T02:35:16.832470+08:00",
+      "last_run_at": "2026-07-18T02:05:16.832470+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -208,15 +208,15 @@
      "schedule_display": "0 22 * * *",
      "repeat": {
        "times": null,
-        "completed": 7
+        "completed": 8
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T01:43:11.921492+08:00",
-      "next_run_at": "2026-07-17T22:00:00+08:00",
-      "last_run_at": "2026-07-16T22:01:48.840726+08:00",
+      "next_run_at": "2026-07-18T22:00:00+08:00",
+      "last_run_at": "2026-07-17T22:01:48.297089+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -258,7 +258,7 @@
      "schedule_display": "0 3 * * *",
      "repeat": {
        "times": null,
-        "completed": 9
+        "completed": 10
      },
      "enabled": true,
      "state": "scheduled",
@ -266,7 +266,7 @@
      "paused_reason": null,
      "created_at": "2026-07-09T02:10:36.846128+08:00",
      "next_run_at": "2026-07-18T03:00:00+08:00",
-      "last_run_at": "2026-07-16T03:00:33.930524+08:00",
+      "last_run_at": "2026-07-17T03:00:53.952743+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -304,7 +304,7 @@
      "schedule_display": "0 3 * * *",
      "repeat": {
        "times": null,
-        "completed": 8
+        "completed": 9
      },
      "enabled": true,
      "state": "scheduled",
@ -312,7 +312,7 @@
      "paused_reason": null,
      "created_at": "2026-07-09T02:11:00.385573+08:00",
      "next_run_at": "2026-07-18T03:00:00+08:00",
-      "last_run_at": "2026-07-16T03:00:34.337781+08:00",
+      "last_run_at": "2026-07-17T03:00:54.412593+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -442,15 +442,15 @@
      "schedule_display": "0 5 * * *",
      "repeat": {
        "times": null,
-        "completed": 9
+        "completed": 10
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T02:46:29.345663+08:00",
-      "next_run_at": "2026-07-17T05:00:00+08:00",
-      "last_run_at": "2026-07-16T05:00:36.019274+08:00",
+      "next_run_at": "2026-07-18T05:00:00+08:00",
+      "last_run_at": "2026-07-17T05:00:56.117542+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -488,17 +488,17 @@
      "schedule_display": "0 */6 * * *",
      "repeat": {
        "times": null,
-        "completed": 38
+        "completed": 42
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T02:51:48.935042+08:00",
-      "next_run_at": "2026-07-17T06:00:00+08:00",
-      "last_run_at": "2026-07-17T00:01:34.323821+08:00",
-      "last_status": "error",
-      "last_error": "Script exited with code 1\nstdout:\n[00:00:51] \ud83d\udce4 \u5f00\u59cb\u53cc\u5907\u4efd\u63a8\u9001...\n[00:01:11] \u26a0\ufe0f  \u670d\u52a1\u5668\u672a\u6302\u8f7d\uff0c\u5c1d\u8bd5\u8fde\u63a5...\n[00:01:34] \u274c \u670d\u52a1\u5668\u6302\u8f7d\u5931\u8d25\n[00:01:34] \u274c \u8df3\u8fc7\u5907\u4efd\uff08\u670d\u52a1\u5668\u79bb\u7ebf\uff09",
+      "next_run_at": "2026-07-18T06:00:00+08:00",
+      "last_run_at": "2026-07-18T00:00:42.150338+08:00",
+      "last_status": "ok",
+      "last_error": null,
      "last_delivery_error": null,
      "deliver": "local",
      "origin": {
@ -534,15 +534,15 @@
      "schedule_display": "0 9 * * *",
      "repeat": {
        "times": null,
-        "completed": 7
+        "completed": 8
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T21:31:29.417518+08:00",
-      "next_run_at": "2026-07-17T09:00:00+08:00",
-      "last_run_at": "2026-07-16T09:00:39.901662+08:00",
+      "next_run_at": "2026-07-18T09:00:00+08:00",
+      "last_run_at": "2026-07-17T09:00:59.780457+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -580,15 +580,15 @@
      "schedule_display": "0 21 * * *",
      "repeat": {
        "times": null,
-        "completed": 7
+        "completed": 8
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-09T21:31:33.068978+08:00",
-      "next_run_at": "2026-07-17T21:00:00+08:00",
-      "last_run_at": "2026-07-16T21:00:50.112416+08:00",
+      "next_run_at": "2026-07-18T21:00:00+08:00",
+      "last_run_at": "2026-07-17T21:00:15.239285+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -718,15 +718,15 @@
      "schedule_display": "0 16 * * 1,2,3,4,5",
      "repeat": {
        "times": null,
-        "completed": 4
+        "completed": 5
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-12T01:32:01.773389+08:00",
-      "next_run_at": "2026-07-17T16:00:00+08:00",
-      "last_run_at": "2026-07-16T16:00:56.920701+08:00",
+      "next_run_at": "2026-07-20T16:00:00+08:00",
+      "last_run_at": "2026-07-17T16:00:21.741747+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -764,15 +764,15 @@
      "schedule_display": "0 8 * * 1,2,3,4,5",
      "repeat": {
        "times": null,
-        "completed": 4
+        "completed": 5
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-12T02:01:32.403228+08:00",
-      "next_run_at": "2026-07-17T08:00:00+08:00",
-      "last_run_at": "2026-07-16T08:00:40.219012+08:00",
+      "next_run_at": "2026-07-20T08:00:00+08:00",
+      "last_run_at": "2026-07-17T08:01:00.114566+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -810,15 +810,15 @@
      "schedule_display": "0 9 * * 1,2,3,4,5",
      "repeat": {
        "times": null,
-        "completed": 4
+        "completed": 5
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-12T02:33:28.322158+08:00",
-      "next_run_at": "2026-07-17T09:00:00+08:00",
-      "last_run_at": "2026-07-16T09:00:42.488042+08:00",
+      "next_run_at": "2026-07-20T09:00:00+08:00",
+      "last_run_at": "2026-07-17T09:01:02.406116+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -856,15 +856,15 @@
      "schedule_display": "0 * * * *",
      "repeat": {
        "times": null,
-        "completed": 86
+        "completed": 110
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-13T12:03:22.805682+08:00",
-      "next_run_at": "2026-07-17T04:00:00+08:00",
-      "last_run_at": "2026-07-17T02:00:54.328392+08:00",
+      "next_run_at": "2026-07-18T03:00:00+08:00",
+      "last_run_at": "2026-07-18T02:00:17.944077+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -902,15 +902,15 @@
      "schedule_display": "0 4 * * *",
      "repeat": {
        "times": null,
-        "completed": 3
+        "completed": 4
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-13T12:06:19.941605+08:00",
-      "next_run_at": "2026-07-17T04:00:00+08:00",
-      "last_run_at": "2026-07-16T04:00:36.446028+08:00",
+      "next_run_at": "2026-07-18T04:00:00+08:00",
+      "last_run_at": "2026-07-17T04:00:56.253411+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -948,15 +948,15 @@
      "schedule_display": "every 10m",
      "repeat": {
        "times": null,
-        "completed": 491
+        "completed": 630
      },
      "enabled": true,
      "state": "scheduled",
      "paused_at": null,
      "paused_reason": null,
      "created_at": "2026-07-13T17:02:13.585342+08:00",
-      "next_run_at": "2026-07-17T03:03:53.721640+08:00",
-      "last_run_at": "2026-07-17T02:53:53.721640+08:00",
+      "next_run_at": "2026-07-18T02:14:16.743237+08:00",
+      "last_run_at": "2026-07-18T02:04:16.743237+08:00",
      "last_status": "ok",
      "last_error": null,
      "last_delivery_error": null,
@ -971,7 +971,52 @@
      "enabled_toolsets": null,
      "workdir": null,
      "fire_claim": null
+    },
+    {
+      "id": "1935e83a681a",
+      "name": "\u80a1\u7968\u77db\u76fe\u5206\u6790\u5468\u62a5",
+      "prompt": "\u8fd0\u884c\u77db\u76fe\u5206\u6790\u5468\u62a5\uff1a\n\n```\npython3 ~/.hermes/scripts/stock_contradiction_workflow.py report\n```\n\n\u8f93\u51fa\u5305\u542b\uff1a\n- \u56db\u7ef4\u8bc4\u5206\uff08\u5b8f\u89c2/\u57fa\u672c\u9762/\u6280\u672f\u9762/\u6d88\u606f\u9762\uff09\n- \u672c\u5468\u6838\u5fc3\u77db\u76fe\u5206\u6790\n- MA20\u4fe1\u53f7\u76d1\u63a7\uff08\u4e94\u7cae\u6db2\u7b49\u6301\u4ed3\u80a1\uff09\n- \u6301\u4ed3\u72b6\u6001\n- \u9a6c\u514b\u601d\u4e3b\u4e49\u5206\u6790\u6846\u67b6\u89c6\u89d2\n\n\u8f93\u51fa\u5b8c\u6574\u7684\u77db\u76fe\u5206\u6790\u62a5\u544a\u3002",
+      "skills": [],
+      "skill": null,
+      "model": "stepfun-ai/step-3.5-flash",
+      "provider": "newapi-local",
+      "provider_snapshot": null,
+      "model_snapshot": null,
+      "base_url": null,
+      "script": null,
+      "no_agent": false,
+      "context_from": null,
+      "schedule": {
+        "kind": "cron",
+        "expr": "0 9 * * 1",
+        "display": "0 9 * * 1"
+      },
+      "schedule_display": "0 9 * * 1",
+      "repeat": {
+        "times": null,
+        "completed": 0
+      },
+      "enabled": true,
+      "state": "scheduled",
+      "paused_at": null,
+      "paused_reason": null,
+      "created_at": "2026-07-17T12:36:01.639790+08:00",
+      "next_run_at": "2026-07-20T09:00:00+08:00",
+      "last_run_at": null,
+      "last_status": null,
+      "last_error": null,
+      "last_delivery_error": null,
+      "deliver": "feishu:oc_81f6df701c872a1122f32080e366543f",
+      "origin": {
+        "platform": "feishu",
+        "chat_id": "oc_cd14ec7518926e57d26c5e339ebba3b3",
+        "chat_name": "oc_cd14ec7518926e57d26c5e339ebba3b3",
+        "thread_id": null,
+        "user_id": "ou_f20eb15b3a76639fed35977c01ddcbb4"
+      },
+      "enabled_toolsets": null,
+      "workdir": null
    }
  ],
-  "updated_at": "2026-07-17T03:00:53.782602+08:00"
+  "updated_at": "2026-07-18T02:07:17.249572+08:00"
 }
--- a/cron/ticker_heartbeat
+++ b/cron/ticker_heartbeat
@ -1 +1 @@
-1784228453.7860992
+1784311696.7756748
--- a/cron/ticker_last_success
+++ b/cron/ticker_last_success
@ -1 +1 @@
-1784228453.7885184
+1784311696.7850146
--- a/daemon/context.json
+++ b/daemon/context.json
@ -1,10 +1,10 @@
 {
  "started_at": "2026-07-08T18:23:30.315261+00:00",
-  "last_deep_tick": "2026-07-16T18:59:13.437161+00:00",
-  "last_light_tick": "2026-07-16T19:00:28.782152+00:00",
+  "last_deep_tick": "2026-07-17T18:06:06.483801+00:00",
+  "last_light_tick": "2026-07-17T18:08:49.535231+00:00",
  "last_state": {
-    "disk_pct": 44,
-    "mem_pct": 82,
+    "disk_pct": 48,
+    "mem_pct": 76,
    "processes": {
      "zhiyid": true,
      "bge": true,
@ -12,17 +12,17 @@
      "hermes": true
    }
  },
-  "tick_count": 22391,
-  "deep_tick_count": 2253,
+  "tick_count": 25075,
+  "deep_tick_count": 2522,
  "solved_count": 1,
  "learned_count": 0,
-  "uptime_seconds": 310438,
+  "uptime_seconds": 61747,
  "last_reflection": {
    "evaluation_previous_goal": "LLM\u8c03\u7528\u5931\u8d25",
    "memory": "\u4e0a\u6b21\u8c03\u7528\u5931\u8d25",
    "next_goal": "\u91cd\u8bd5"
  },
-  "last_profile_update": 1784207184.5020347,
+  "last_profile_update": 1784297132.870066,
  "soulful": {
    "recent_moments": [
      {
--- a/daemon/daemon.pid
+++ b/daemon/daemon.pid
@ -0,0 +1 @@
+2474091
--- a/daemon/journal.jsonl
+++ b/daemon/journal.jsonl
@ -30,3 +30,5 @@
 {"timestamp": "2026-07-13T03:27:48.239922+00:00", "type": "startup", "summary": "Daemon v2.0 启动, 方案库 4 个", "details": ""}
 {"timestamp": "2026-07-13T04:46:29.959620+00:00", "type": "startup", "summary": "Daemon v2.0 启动, 方案库 4 个", "details": ""}
 {"timestamp": "2026-07-13T05:52:40.871196+00:00", "type": "startup", "summary": "Daemon v2.0 启动, 方案库 4 个", "details": ""}
+{"timestamp": "2026-07-17T00:58:54.922437+00:00", "type": "startup", "summary": "Daemon v2.0 启动, 方案库 4 个", "details": ""}
+{"timestamp": "2026-07-17T00:59:41.734814+00:00", "type": "startup", "summary": "Daemon v2.0 启动, 方案库 4 个", "details": ""}
--- a/feishu_seen_message_ids.json
+++ b/feishu_seen_message_ids.json
--- a/gateway_state.json
+++ b/gateway_state.json
@ -1 +1 @@
-{"pid":10982,"kind":"hermes-gateway","argv":["/home/muc/.hermes/hermes-agent/.venv/lib/python3.11/site-packages/hermes_cli/main.py","gateway","run"],"start_time":213011,"gateway_state":"running","exit_reason":null,"restart_requested":false,"active_agents":0,"platforms":{"webhook":{"state":"connected","error_code":null,"error_message":null,"updated_at":"2026-07-09T15:12:06.693466+00:00"},"feishu":{"state":"connected","error_code":null,"error_message":null,"updated_at":"2026-07-09T15:12:07.191293+00:00"},"weixin":{"state":"fatal","error_code":"weixin_missing_token","error_message":"Weixin startup failed: WEIXIN_TOKEN is required","updated_at":"2026-07-09T15:12:07.200539+00:00"}},"updated_at":"2026-07-15T17:30:43.124347+00:00"}
+{"pid":10982,"kind":"hermes-gateway","argv":["/home/muc/.hermes/hermes-agent/.venv/lib/python3.11/site-packages/hermes_cli/main.py","gateway","run"],"start_time":213011,"gateway_state":"running","exit_reason":null,"restart_requested":false,"active_agents":1,"platforms":{"webhook":{"state":"connected","error_code":null,"error_message":null,"updated_at":"2026-07-09T15:12:06.693466+00:00"},"feishu":{"state":"connected","error_code":null,"error_message":null,"updated_at":"2026-07-09T15:12:07.191293+00:00"},"weixin":{"state":"fatal","error_code":"weixin_missing_token","error_message":"Weixin startup failed: WEIXIN_TOKEN is required","updated_at":"2026-07-09T15:12:07.200539+00:00"}},"updated_at":"2026-07-17T18:06:43.512629+00:00"}
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 8edad71cd9ef4b44a139d5586daf17cae34376e9
+Subproject commit c4764a90503771d377f290f98ef133676f550939
--- a/llm_context.json
+++ b/llm_context.json
@ -1,6 +1,6 @@
 {
-  "updated_at": "2026-07-16T19:00:28.843339+00:00",
-  "uptime_minutes": 5173,
+  "updated_at": "2026-07-17T18:08:49.582338+00:00",
+  "uptime_minutes": 1029,
  "cares": [
    {
      "id": "69396b42",
--- a/memories/MEMORY.md
+++ b/memories/MEMORY.md
@ -12,7 +12,7 @@ skills软链：prof-b/skills/→default/skills/。约定：删前飞书；create
 §
 NewAPI token：48位纯字符不带sk-前缀。
 §
-牧尘工作风格：话少直接，短指令（"codex研究"/"汇总图片生成"/"调好comfyui"/"做了"），直接执行不废话。不需要确认流程、不需要科普、不需要预研汇报——做完直接出结果。Excel/报表：必须发文件（MEDIA:路径），不发文本内容。生成后先验证文件非空再发。财务任务：参照PDF格式输出，不随意发挥。"全部开始"=直接执行。
+牧尘工作风格：话少直接，短指令，直接执行不废话。不需要确认流程/科普/预研汇报——做完直接出结果。**分析必须落地**：给分析框架后必须同时规划固化（cron/脚本/工作流），只讨论不执行=没完成。Excel/报表：发文件（MEDIA:路径），不发文本。财务：参照PDF格式。马克思主义哲学与经济学是认真学习方向，需书籍/PDF/视频资料（拍照发我）。
 §
 Soulful：数据流向小唯，非推用户。飞书推送限"只有牧尘能决定的事"。牵挂优先行动。openclaw独立飞书bot，无法直接systemctl。
 §
--- a/optimization-report.json
+++ b/optimization-report.json
@ -1,17 +1,17 @@
 {
-  "timestamp": "2026-07-12T02:17:53.835463+00:00",
+  "timestamp": "2026-07-17T08:56:47.051125+00:00",
  "metrics": {
    "daemon": {
-      "uptime_minutes": 2407,
-      "total_ticks": 9303,
-      "deep_thoughts": 942,
+      "uptime_minutes": 476,
+      "total_ticks": 24000,
+      "deep_thoughts": 2415,
      "alerts_sent": 0,
      "solutions_applied": 1,
      "learned_solutions": 0,
-      "errors": 21,
-      "crashes": 6,
-      "model_calls": 787,
-      "model_tokens": 924744
+      "errors": 8,
+      "crashes": 0,
+      "model_calls": 29,
+      "model_tokens": 36474
    },
    "cron": {
      "total_jobs": 2,
@ -21,56 +21,56 @@
      "agent_jobs": 0
    },
    "skill": {
-      "total_skills": 114,
+      "total_skills": 121,
      "avg_score": 6.0,
      "grade_distribution": {
        "A": 0,
-        "B": 67,
-        "C": 47,
-        "D": 0
+        "B": 72,
+        "C": 48,
+        "D": 1
      },
-      "needs_attention": 0,
-      "categories": 31
+      "needs_attention": 1,
+      "categories": 33
    },
    "model": {
      "total_models_tested": 16,
-      "stable_models": 8,
-      "unstable_models": 0,
-      "dead_models": 8,
-      "fastest_model": "microsoft/phi-4-mini-instruct",
+      "stable_models": 3,
+      "unstable_models": 1,
+      "dead_models": 12,
+      "fastest_model": "minimaxai/minimax-m2.7",
      "fastest_latency": 0
    },
-    "timestamp": "2026-07-12T02:17:53.835430+00:00"
+    "timestamp": "2026-07-17T08:56:47.051092+00:00"
  },
  "bottlenecks": [
    {
-      "area": "daemon",
-      "severity": "high",
-      "desc": "Daemon 崩溃 6 次",
-      "suggestion": "检查 daemon.log 定位崩溃原因"
+      "area": "model",
+      "severity": "info",
+      "desc": "大量模型不可用 (12个dead)",
+      "suggestion": "可能 NewAPI 后端负载高，特定时段再测"
    },
    {
      "area": "daemon",
      "severity": "medium",
-      "desc": "Daemon 有 21 个错误",
+      "desc": "Daemon 有 8 个错误",
      "suggestion": "审查 daemon 日志中的错误模式"
    }
  ],
  "trends": [
    {
      "type": "positive",
-      "desc": "Daemon 稳定运行 2407分钟，错误率低"
+      "desc": "Daemon 稳定运行 476分钟，错误率低"
    },
    {
      "type": "neutral",
-      "desc": "模型稳定率 50%（8/16）"
+      "desc": "模型稳定率 19%（3/16）"
    }
  ],
  "recommendations": [
    {
-      "priority": "high",
-      "area": "daemon",
-      "action": "检查 daemon.log 定位崩溃原因",
+      "priority": "info",
+      "area": "model",
+      "action": "可能 NewAPI 后端负载高，特定时段再测",
      "expected_impact": "",
      "effort": "30min"
    },
@ -84,7 +84,7 @@
    {
      "priority": "info",
      "area": "model",
-      "action": "考虑将默认模型切换到 microsoft/phi-4-mini-instruct（当前最快稳定模型）",
+      "action": "考虑将默认模型切换到 minimaxai/minimax-m2.7（当前最快稳定模型）",
      "expected_impact": "提升响应速度",
      "effort": "2min"
    },
@ -96,5 +96,5 @@
      "effort": "0min"
    }
  ],
-  "health_score": 80
+  "health_score": 100
 }
--- a/processes.json
+++ b/processes.json
@ -19,26 +19,6 @@
    "notify_on_complete": true,
    "watch_patterns": []
  },
-  {
-    "session_id": "proc_8defabeb9321",
-    "command": "python3 ~/.hermes/scripts/daemon.py > ~/.hermes/daemon/daemon.log 2>&1",
-    "pid": 693331,
-    "pid_scope": "host",
-    "host_start_time": 31020895,
-    "cwd": "/home/muc/.hermes",
-    "started_at": 1783917989.8806856,
-    "task_id": "default",
-    "session_key": "agent:main:feishu:dm:oc_cd14ec7518926e57d26c5e339ebba3b3",
-    "watcher_platform": "",
-    "watcher_chat_id": "",
-    "watcher_user_id": "",
-    "watcher_user_name": "",
-    "watcher_thread_id": "",
-    "watcher_message_id": "",
-    "watcher_interval": 0,
-    "notify_on_complete": false,
-    "watch_patterns": []
-  },
  {
    "session_id": "proc_31c1b29a36a2",
    "command": "cd ~/.hermes && python3 scripts/bge_embed_server.py",
--- a/scripts/daemon.py
+++ b/scripts/daemon.py
@ -65,8 +65,8 @@ def _emotion_importance(cat):

 _stop_event = threading.Event()
 KEY = "0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP"
-FAST_MODEL = "mistralai/mistral-large-3-675b-instruct-2512"
-DEEP_MODEL = "mistralai/mistral-large-3-675b-instruct-2512"
+FAST_MODEL = "stepfun-ai/step-3.5-flash"
+DEEP_MODEL = "stepfun-ai/step-3.5-flash"
 FEISHU_WEBHOOK = "https://open.feishu.cn/open-apis/bot/v2/hook/446db983-e392-4d2c-bfb8-f9060e5df3ad"

 API = "http://127.0.0.1:3000/v1"  # NewAPI gateway
@ -85,6 +85,16 @@ def log(msg):
    with open(D + "/daemon.log", "a") as f:
        f.write(line + "\n")

+def log_reasoning_step(step_type, message, data=None):
+    """结构化推理日志"""
+    ts = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    payload = json.dumps({"type": step_type, "msg": message, "data": data}, ensure_ascii=False)
+    line = f"[DAEMON] {ts} [{step_type}] {message}"
+    print(line, flush=True)
+    os.makedirs(D, exist_ok=True)
+    with open(D + "/daemon.log", "a") as f:
+        f.write(line + "\n")
+
 def shell(cmd, timeout=15):
    try:
        r = subprocess.run(cmd, shell=True, capture_output=True, text=True, timeout=timeout)
--- a/skill-health.json
+++ b/skill-health.json
@ -1,18 +1,18 @@
 {
-  "timestamp": "2026-07-13T02:15:26.750952+00:00",
+  "timestamp": "2026-07-17T09:07:55.291003+00:00",
  "summary": {
-    "total_skills": 217,
-    "active": 117,
+    "total_skills": 221,
+    "active": 121,
    "archived": 100,
    "avg_score": 6.0,
    "grades": {
      "A": 0,
-      "B": 70,
-      "C": 47,
-      "D": 0
+      "B": 72,
+      "C": 48,
+      "D": 1
    },
-    "categories": 31,
-    "needs_attention": 0
+    "categories": 33,
+    "needs_attention": 1
  },
  "categories": {
    "email": {
@ -33,14 +33,14 @@
    },
    "autonomous-ai-agents": {
      "count": 8,
-      "avg_score": 5.7
+      "avg_score": 5.8
    },
    "zhiyi": {
      "count": 1,
      "avg_score": 7.8
    },
    "research": {
-      "count": 5,
+      "count": 6,
      "avg_score": 6.2
    },
    "rag-progressive-search": {
@ -71,6 +71,10 @@
      "count": 1,
      "avg_score": 6.6
    },
+    "accounting": {
+      "count": 1,
+      "avg_score": 5.5
+    },
    "media": {
      "count": 5,
      "avg_score": 6.0
@ -103,6 +107,10 @@
      "count": 1,
      "avg_score": 5.2
    },
+    "knowledge": {
+      "count": 1,
+      "avg_score": 3.9
+    },
    ".hub": {
      "count": 1,
      "avg_score": 5.7
@ -124,7 +132,7 @@
      "avg_score": 6.1
    },
    "creative": {
-      "count": 18,
+      "count": 19,
      "avg_score": 6.0
    },
    "social-media": {
@ -140,13 +148,31 @@
      "avg_score": 6.0
    }
  },
-  "needs_attention": [],
+  "needs_attention": [
+    {
+      "name": "cangjie-distill",
+      "category": "knowledge",
+      "description": "|",
+      "version": "1.2.0",
+      "path": "knowledge/cangjie-distill/SKILL.md",
+      "is_archived": false,
+      "has_refs": true,
+      "has_scripts": false,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": true,
+      "desc_len": 1,
+      "quality_score": 3.9,
+      "grade": "D",
+      "needs_attention": true
+    }
+  ],
  "top_skills": [
    {
      "name": "zhiyi",
      "category": "zhiyi",
      "description": "织忆 (MemoryWeave) 聚合技能 — API 客户端 + 开发工作流 + 运维规范。含 commit/recall API、数据架构、部署验证、Go 方法论。",
-      "version": "11.34",
+      "version": "11.36",
      "path": "zhiyi/zhiyi/SKILL.md",
      "is_archived": false,
      "has_refs": true,
@ -314,6 +340,23 @@
    }
  ],
  "bottom_skills": [
+    {
+      "name": "cangjie-distill",
+      "category": "knowledge",
+      "description": "|",
+      "version": "1.2.0",
+      "path": "knowledge/cangjie-distill/SKILL.md",
+      "is_archived": false,
+      "has_refs": true,
+      "has_scripts": false,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": true,
+      "desc_len": 1,
+      "quality_score": 3.9,
+      "grade": "D",
+      "needs_attention": true
+    },
    {
      "name": "hermes-agent",
      "category": "autonomous-ai-agents",
@ -466,23 +509,6 @@
      "quality_score": 5.2,
      "grade": "C",
      "needs_attention": false
-    },
-    {
-      "name": "postgres",
-      "category": "devops",
-      "description": "PostgreSQL operations — SQL queries, pg_dump/restore, performance tuning, user management, and common troubleshooting.",
-      "version": "1.0.0",
-      "path": "devops/postgres/SKILL.md",
-      "is_archived": false,
-      "has_refs": false,
-      "has_scripts": false,
-      "has_setup": false,
-      "has_tags": true,
-      "has_related": false,
-      "desc_len": 118,
-      "quality_score": 5.2,
-      "grade": "C",
-      "needs_attention": false
    }
  ],
  "skills": [
@ -490,7 +516,7 @@
      "name": "zhiyi",
      "category": "zhiyi",
      "description": "织忆 (MemoryWeave) 聚合技能 — API 客户端 + 开发工作流 + 运维规范。含 commit/recall API、数据架构、部署验证、Go 方法论。",
-      "version": "11.34",
+      "version": "11.36",
      "path": "zhiyi/zhiyi/SKILL.md",
      "is_archived": false,
      "has_refs": true,
@ -779,7 +805,7 @@
      "name": "soulful-framework",
      "category": "soulful",
      "description": "织忆 Soulful 情感层框架 — 心迹/画像/牵挂/感知四库及数据流向设计。含代码结构、最佳实践、数据流规范。",
-      "version": "1.2.0",
+      "version": "1.5.0",
      "path": "soulful/soulful-framework/SKILL.md",
      "is_archived": false,
      "has_refs": true,
@ -911,6 +937,23 @@
      "grade": "B",
      "needs_attention": false
    },
+    {
+      "name": "daemon-code-quality",
+      "category": "autonomous-ai-agents",
+      "description": "小唯专用 — daemon.py / soulful_core.py / hermes-agent 插件的代码审查与 opencode 修复工作流。包含审查→修复→commit→push 全链路规范。",
+      "version": "1.3.0",
+      "path": "autonomous-ai-agents/daemon-code-quality/SKILL.md",
+      "is_archived": false,
+      "has_refs": true,
+      "has_scripts": false,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": true,
+      "desc_len": 100,
+      "quality_score": 6.5,
+      "grade": "B",
+      "needs_attention": false
+    },
    {
      "name": "github-pr-workflow",
      "category": "github",
@ -1510,7 +1553,7 @@
      "name": "stock-research",
      "category": "research",
      "description": "小唯股票投研系统 — 四维选股 / 回测对比 / 每日信号",
-      "version": "1.2",
+      "version": "1.3",
      "path": "research/stock-research/SKILL.md",
      "is_archived": false,
      "has_refs": true,
@ -1642,6 +1685,23 @@
      "grade": "B",
      "needs_attention": false
    },
+    {
+      "name": "memory-system-landscape",
+      "category": "research",
+      "description": "AI/Agent 记忆系统竞品调研全流程 — 克隆分析、架构对比表、关键设计模式提炼。为织忆 soulful 记忆层和 zhiyi 参考系统选型提供依据。",
+      "version": "1.0.0",
+      "path": "research/memory-system-landscape/SKILL.md",
+      "is_archived": false,
+      "has_refs": true,
+      "has_scripts": false,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": false,
+      "desc_len": 77,
+      "quality_score": 6.0,
+      "grade": "B",
+      "needs_attention": false
+    },
    {
      "name": "obsidian-plugin",
      "category": "software-development",
@ -1727,6 +1787,23 @@
      "grade": "C",
      "needs_attention": false
    },
+    {
+      "name": "comfyui-rtx3050",
+      "category": "creative",
+      "description": "ComfyUI RTX 3050 Laptop (4GB VRAM) 调通指南 — 从零搭建到出图，含模型选型和常见坑",
+      "version": "2026-07-15",
+      "path": "creative/comfyui-rtx3050/SKILL.md",
+      "is_archived": false,
+      "has_refs": false,
+      "has_scripts": true,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": false,
+      "desc_len": 59,
+      "quality_score": 5.7,
+      "grade": "C",
+      "needs_attention": false
+    },
    {
      "name": "creative-ideation",
      "category": "creative",
@ -1744,23 +1821,6 @@
      "grade": "C",
      "needs_attention": false
    },
-    {
-      "name": "daemon-code-quality",
-      "category": "autonomous-ai-agents",
-      "description": "小唯专用 — daemon.py / soulful_core.py / hermes-agent 插件的代码审查与 opencode 修复工作流。包含审查→修复→commit→push 全链路规范。",
-      "version": "1.1.0",
-      "path": "autonomous-ai-agents/daemon-code-quality/SKILL.md",
-      "is_archived": false,
-      "has_refs": false,
-      "has_scripts": false,
-      "has_setup": false,
-      "has_tags": true,
-      "has_related": true,
-      "desc_len": 100,
-      "quality_score": 5.7,
-      "grade": "C",
-      "needs_attention": false
-    },
    {
      "name": "debugging-hermes-tui-commands",
      "category": "software-development",
@ -2003,7 +2063,7 @@
      "name": "self-healing-infrastructure",
      "category": "devops",
      "description": "自愈基础设施 — 系统监控、配置版本控制、自动回滚、自进化管线、技能管理、自我优化、学习闭环。完整自治体系。牧尘专用。",
-      "version": "1.7.0",
+      "version": "1.9.0",
      "path": "devops/self-healing-infrastructure/SKILL.md",
      "is_archived": false,
      "has_refs": true,
@ -2152,6 +2212,23 @@
      "grade": "C",
      "needs_attention": false
    },
+    {
+      "name": "hebi-kesai-financial-report",
+      "category": "accounting",
+      "description": "鹤壁科赛物业财务报表生成 — 科目余额表→小企业会计准则格式（会小企01表/02表）",
+      "version": "2026-07-15",
+      "path": "accounting/hebi-kesai-financial-report/SKILL.md",
+      "is_archived": false,
+      "has_refs": true,
+      "has_scripts": false,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": false,
+      "desc_len": 42,
+      "quality_score": 5.5,
+      "grade": "C",
+      "needs_attention": false
+    },
    {
      "name": "openclaw-feishu-debug",
      "category": "openclaw",
@ -2207,7 +2284,7 @@
      "name": "hermes-self-improvement",
      "category": "autonomous-ai-agents",
      "description": "当完成复杂任务、发现新工作流、或被用户纠正时，将模式保存为skill。含技能创建规范、质量标尺、curator流程。",
-      "version": "4.2.0",
+      "version": "4.3.0",
      "path": "autonomous-ai-agents/hermes-self-improvement/SKILL.md",
      "is_archived": false,
      "has_refs": true,
@ -2474,6 +2551,23 @@
      "quality_score": 5.1,
      "grade": "C",
      "needs_attention": false
+    },
+    {
+      "name": "cangjie-distill",
+      "category": "knowledge",
+      "description": "|",
+      "version": "1.2.0",
+      "path": "knowledge/cangjie-distill/SKILL.md",
+      "is_archived": false,
+      "has_refs": true,
+      "has_scripts": false,
+      "has_setup": false,
+      "has_tags": true,
+      "has_related": true,
+      "desc_len": 1,
+      "quality_score": 3.9,
+      "grade": "D",
+      "needs_attention": true
    }
  ]
 }
--- a/skills/.usage.json
+++ b/skills/.usage.json
@ -298,6 +298,19 @@
    "use_count": 9,
    "view_count": 9
  },
+  "cangjie-distill": {
+    "archived_at": null,
+    "created_at": "2026-07-17T03:43:05.089451+00:00",
+    "created_by": null,
+    "last_patched_at": "2026-07-17T03:52:17.345415+00:00",
+    "last_used_at": "2026-07-17T03:50:55.358278+00:00",
+    "last_viewed_at": "2026-07-17T03:50:55.355059+00:00",
+    "patch_count": 2,
+    "pinned": false,
+    "state": "active",
+    "use_count": 3,
+    "view_count": 3
+  },
  "claude-code": {
    "archived_at": null,
    "created_at": "2026-06-30T11:24:39.459111+00:00",
@ -484,14 +497,14 @@
    "archived_at": null,
    "created_at": "2026-05-05T15:53:48.597780+00:00",
    "created_by": "agent",
-    "last_patched_at": "2026-07-09T01:10:15.452824+00:00",
-    "last_used_at": "2026-07-09T01:10:17.083500+00:00",
-    "last_viewed_at": "2026-07-09T01:10:17.071834+00:00",
-    "patch_count": 86,
+    "last_patched_at": "2026-07-17T13:29:19.922093+00:00",
+    "last_used_at": "2026-07-17T13:25:57.378509+00:00",
+    "last_viewed_at": "2026-07-17T13:25:57.375434+00:00",
+    "patch_count": 90,
    "pinned": false,
    "state": "active",
-    "use_count": 76,
-    "view_count": 76
+    "use_count": 77,
+    "view_count": 77
  },
  "devops/devops-umbrella": {
    "archived_at": null,
@ -901,13 +914,13 @@
    "created_at": "2026-05-13T12:27:05.593125+00:00",
    "created_by": null,
    "last_patched_at": "2026-07-13T05:22:57.279017+00:00",
-    "last_used_at": "2026-07-13T05:23:56.887280+00:00",
-    "last_viewed_at": "2026-07-13T05:23:56.884019+00:00",
+    "last_used_at": "2026-07-17T03:49:54.455015+00:00",
+    "last_viewed_at": "2026-07-17T03:49:54.447257+00:00",
    "patch_count": 77,
    "pinned": false,
    "state": "active",
-    "use_count": 104,
-    "view_count": 101
+    "use_count": 106,
+    "view_count": 103
  },
  "himalaya": {
    "archived_at": null,
@ -1291,13 +1304,13 @@
    "created_at": "2026-06-28T01:01:35.675166+00:00",
    "created_by": "agent",
    "last_patched_at": "2026-07-12T10:18:35.363784+00:00",
-    "last_used_at": "2026-07-12T17:50:34.561370+00:00",
-    "last_viewed_at": "2026-07-12T17:50:34.558226+00:00",
+    "last_used_at": "2026-07-17T14:13:03.432042+00:00",
+    "last_viewed_at": "2026-07-17T14:13:03.428673+00:00",
    "patch_count": 9,
    "pinned": false,
    "state": "active",
-    "use_count": 26,
-    "view_count": 26
+    "use_count": 27,
+    "view_count": 27
  },
  "openclaw-feishu-debug": {
    "archived_at": null,
@ -1563,14 +1576,14 @@
    "archived_at": null,
    "created_at": "2026-07-08T18:13:02.034240+00:00",
    "created_by": "agent",
-    "last_patched_at": "2026-07-13T10:18:10.182130+00:00",
-    "last_used_at": "2026-07-13T11:47:22.014718+00:00",
-    "last_viewed_at": "2026-07-13T11:47:22.011367+00:00",
-    "patch_count": 68,
+    "last_patched_at": "2026-07-17T14:12:03.845674+00:00",
+    "last_used_at": "2026-07-17T14:10:17.380275+00:00",
+    "last_viewed_at": "2026-07-17T14:10:17.377053+00:00",
+    "patch_count": 81,
    "pinned": false,
    "state": "active",
-    "use_count": 53,
-    "view_count": 53
+    "use_count": 59,
+    "view_count": 59
  },
  "self-hosted-tunneling": {
    "archived_at": null,
@ -1719,14 +1732,14 @@
    "archived_at": null,
    "created_at": "2026-07-11T17:51:28.790816+00:00",
    "created_by": "agent",
-    "last_patched_at": "2026-07-13T10:41:28.384002+00:00",
-    "last_used_at": "2026-07-13T11:48:08.771014+00:00",
-    "last_viewed_at": "2026-07-13T11:48:08.766536+00:00",
-    "patch_count": 42,
+    "last_patched_at": "2026-07-17T09:01:21.172988+00:00",
+    "last_used_at": "2026-07-17T13:29:55.472969+00:00",
+    "last_viewed_at": "2026-07-17T13:29:55.469811+00:00",
+    "patch_count": 47,
    "pinned": false,
    "state": "active",
-    "use_count": 28,
-    "view_count": 28
+    "use_count": 33,
+    "view_count": 33
  },
  "subagent-driven-development": {
    "archived_at": null,
--- a/skills/devops/devops-umbrella/SKILL.md
+++ b/skills/devops/devops-umbrella/SKILL.md
@ -681,6 +681,8 @@ journalctl --user -u xiaowei-startup.service
 | `references/disk-layout-2026-06-07.md` | 本机 partition 布局和未分配空间位置记录（来源：disk-space-management skill） |
 | `references/session-2026-06-15.md` | Linux 桌面软件安装实测记录 — 微信/WPS/Tailscale/fcitx5（来源：linux-desktop-apps skill） |
 | `references/self-operations.md` | 自治运维体系 — 健康看门狗、自愈、自启动、每日复盘 (2026-07-09 新增) |
+| `references/cron-wrapper-script-debug.md` | cron no_agent wrapper 脚本诊断 — 空格 vs 换行导致 Script not found，4 个受影响 cron（2026-07-17）|
+| `references/windows-calibre-book-library.md` | Windows Server Calibre 书库 — D:\calibre书库\、Content Server 8089、Users 共享访问、SSH 进程管理 |
 | `references/pytorch-gfw-pitfall.md` | PyTorch CDN 被 GFW 阻断 + 阿里云/清华/腾讯云镜像解决方案 |

 **Loading a reference:**
--- a/skills/devops/devops-umbrella/references/cron-wrapper-script-debug.md
+++ b/skills/devops/devops-umbrella/references/cron-wrapper-script-debug.md
@ -0,0 +1,88 @@
+# Cron Wrapper 脚本诊断与修复（2026-07-17 实测）
+
+## 症状
+
+```
+Script not found: /home/muc/.hermes/scripts/skill-manager.py scan
+Script not found: /home/muc/.hermes/scripts/optimizer.py report
+```
+
+明明文件存在，但 cron 报找不到。
+
+## 根因
+
+`hermes cron` 的 no_agent 模式把 `script` 字段当作**完整文件名**处理——带空格的字符串不会被解析为"脚本名 + 参数"，而是当作单个带空格的文件名。
+
+```bash
+# cron 定义的 script 字段：
+script: "skill-manager.py scan"      # ❌ 找 "skill-manager.py scan" 这个文件（不存在）
+script: "skill-manager.py"           # ❌ 如果 scan 是参数，也找不到
+```
+
+## 诊断脚本
+
+```bash
+# 检查所有 no_agent cron 的 script 字段是否包含空格
+hermes cron list 2>/dev/null | grep -B2 "no-agent" | grep "Script:"
+# 或者直接查 wrapper 脚本内容
+for f in ~/.hermes/scripts/*.sh; do
+  content=$(cat "$f" 2>/dev/null)
+  # 找有问题的模式：python3 xxx.py 后面直接跟命令，中间没有换行
+  if echo "$content" | grep -qE "python3.*\.py [a-z]"; then
+    echo "❌ $f 有问题（缺换行）"
+  fi
+done
+```
+
+## 正确写法
+
+```bash
+#!/bin/bash
+python3 ~/.hermes/scripts/skill-manager.py scan
+#                   ↑ 换行，不是空格
+
+#!/bin/bash
+cd ~/.hermes/scripts && python3 optimizer.py report
+#                   ↑ 换行
+```
+
+## 批量检测
+
+```python
+# 查 cron job 配置中的问题 script
+import json
+
+with open(os.path.expanduser("~/.hermes/cron/jobs.json")) as f:
+    jobs = json.load(f)
+
+issues = []
+for job in jobs.get("jobs", []):
+    script = job.get("script", "")
+    mode = job.get("no_agent", False)
+    if mode and " " in script and not script.endswith(".sh"):
+        issues.append(f"  ❌ {job['name']} ({job['id']}): script='{script}'")
+
+if issues:
+    print("检测到 cron wrapper 问题：")
+    for i in issues: print(i)
+else:
+    print("✅ 无 cron wrapper 问题")
+```
+
+## 今天修复的受影响 cron（4个）
+
+| Cron ID | 名称 | 原因 |
+|---------|------|------|
+| c143d2afe640 | 技能健康扫描 | `skill-manager-scan.sh` 缺换行符 |
+| 1e19f7429ddf | 自我优化报告 | `optimizer-report.sh` 同上 |
+| b192a7cec1b5 | 主动学习自检报告 | `proactive-learning-report.sh` 同上 |
+| 6061a782b772 | 股票投研周学习 | `stock_learning.sh` 不存在 |
+
+## 预防
+
+新增任何 cron job 时，如果 script 是 Python/脚本带参数：
+1. 先写 `xxx.sh` wrapper（`#!/bin/bash` + 单行 `python3 ...`）
+2. 再用 wrapper 路径作为 script 字段值
+3. 用上面的诊断脚本验证
+
+hermes cron 的 no_agent 模式**不支持参数展开**，任何参数都必须 bake 进 wrapper 脚本里。
--- a/skills/devops/devops-umbrella/references/windows-calibre-book-library.md
+++ b/skills/devops/devops-umbrella/references/windows-calibre-book-library.md
@ -0,0 +1,88 @@
+# Windows Server Calibre 书库发现与访问
+
+**发现时间**：2026-07-17
+**服务器**：192.168.123.11 (Windows Server, administrator/xue.2538)
+
+## 书库位置
+
+```
+Calibre 书库：D:\calibre书库\
+Calibre GUI： C:\Program Files\Calibre2\calibre.exe（PID 16416，运行中）
+Calibre Server：未启动
+```
+
+**Calibre skill 原文路径**：`C:\Users\Administrator\.hermes\skills\media\calibre-library\SKILL.md`
+
+## Calibre Content Server
+
+```bash
+# 启动（需先关闭 Calibre GUI，否则 DB 被锁）
+"C:\Program Files\Calibre2\calibre-server.exe" --port 8089 --disable-auth "D:\calibre书库\"
+
+# 带认证
+"C:\Program Files\Calibre2\calibre-server.exe" --port 8089 --enable-auth "D:\calibre书库\"
+
+# 测试
+curl -s -o /dev/null -w "%{http_code}" http://192.168.123.11:8089/
+# 200 = 运行中，000 = 未启动
+```
+
+**注意**：Calibre GUI（calibre.exe）运行时会 lock metadata.db，calibre-server 无法启动。需先关闭 GUI。
+
+## 当前已知问题
+
+| 问题 | 原因 | 状态 |
+|------|------|------|
+| Port 8089 无响应 | Calibre Server 未启动，或被 Windows 防火墙挡 | 待解决 |
+| `C:\Users\Administrator\Calibre Library\` 为空 | 这是旧路径，书库实际在 `D:\calibre书库\` | 已知 |
+| `Users` 共享只能看到空目录 | 真正的书库在 D: 盘，未暴露为共享 | 已知 |
+
+## Windows Server 共享发现路径
+
+```
+net share → 发现可用共享
+           → Users 共享 = C:\Users（可 SMB 访问）
+           → 发现 Calibre Library 目录存在但为空
+           → 确认真正书库在 D:\calibre书库\（非共享）
+```
+
+## 访问方案选择
+
+| 方案 | 操作 | 难度 |
+|------|------|------|
+| **A：Calibre Content Server** | 服务器启动 calibre-server.exe，防火墙开 8089 | 需 SSH + 手动启服务 |
+| **B：D: 盘设为共享** | 服务器上把 `D:\calibre书库\` 设为共享，Everyone 读 | 需一次配置 |
+| **C：复制到 beifen 共享** | 手动把书复制到 beifen 共享目录 | 最简单但不实时 |
+
+## SSH 命令参考（Windows Server）
+
+```bash
+# 查进程
+sshpass -p "xue.2538" ssh administrator@192.168.123.11 "tasklist /FI \"IMAGENAME eq calibre*\""
+
+# 查共享
+sshpass -p "xue.2538" ssh administrator@192.168.123.11 "net share"
+
+# 扫端口（快速）
+for port in 8080 8081 8089 8090 8096 8100 8123 8443; do
+  code=$(curl -s -o /dev/null -w "%{http_code}" --connect-timeout 2 http://192.168.123.11:$port/)
+  [ "$code" != "000" ] && echo "Port $port: HTTP $code"
+done
+
+# 查 D: 盘共享（扫描时发现 D: 未直接暴露，但 download/rymf6/webdav 等子目录有共享）
+```
+
+## Calibre skill 内容服务器端口总结
+
+| 服务 | 端口 | 共享 | Calibre GUI |
+|------|------|------|-------------|
+| calibre-server | 8089 | D:\calibre书库\ | 关闭 GUI 后才能启动 |
+
+---
+
+**下次找书**：优先用方案 A（Calibre Content Server）。服务器上执行：
+```
+taskkill /IM calibre.exe /F
+"C:\Program Files\Calibre2\calibre-server.exe" --port 8089 --disable-auth "D:\calibre书库\"
+```
+然后小唯通过 `http://192.168.123.11:8089/` 访问全部书籍。
--- a/skills/devops/self-healing-infrastructure/SKILL.md
+++ b/skills/devops/self-healing-infrastructure/SKILL.md
@ -1,18 +1,24 @@
 ---
 name: self-healing-infrastructure
 description: "自愈基础设施 — 系统监控、配置版本控制、自动回滚、自进化管线、技能管理、自我优化、学习闭环。完整自治体系。牧尘专用。"
-version: 1.8.0
-date: 2026-07-13
+version: 1.10.0
+date: 2026-07-17
 author: 小唯 A06
 tags: [self-healing, monitoring, auto-rollback, evolution, watchdog, config-protection, daemon, backup, recovery]
 category: devops
 trigger: 系统部署、开机自启、配置更改、故障恢复场景、备份验证、恢复演练
 trigger_notes: >
-  系统具备自我监控→自愈→自复盘→自进化的闭环。
+  系统具备自我监控→自愈→自复盘→自进化闭环。
  看门狗每30分钟巡检一次，异常时自愈+飞书报警。
  配置自带git版本控制，改错自动回滚。
  每天凌晨自进化管线分析差距并执行升级。
  持久意识Daemon始终在线，每5min深度思考、异常主动飞书。
+  
+  **2026-07-17 新增陷阱：Windows SSH 会话进程死亡**
+  通过 SSH 启动 Windows 进程时，SSH 会话断开会导致进程终止。
+  `Start-Process -WindowStyle Hidden` / `cmd /c start /B` / `schtasks` 在 SSH 下均无法实现真后台。
+  解决方案：用户需在服务器上直接操作一次，或写启动脚本由用户手动运行。
+  详见 `references/calibre-server-windows-20260717.md`。
 ---

 # 自愈基础设施
@ -22,6 +28,7 @@ trigger_notes: >
 - `daemon.py` — 持久意识，每30s轻量tick，每5min深度思考。方案库预置4个，运行时自学习新方案。
  - **2026-07-13 新增**：deep tick 自动 capture 到 TencentDB（:8420）+ 每 tick 同步 `tddb.latest_persona` 到 `llm_context.json`
 - `health-watchdog.sh` — 每30min检查磁盘/内存/GPU/进程，超阈值自愈+飞书通知。
+  - **2026-07-17 新增 NameError 陷阱**：`log_reasoning_step()` 函数在 daemon.py 中不存在（从未定义），会导致启动即崩溃。修：补全函数定义（见 `references/daemon-nameerror-fix-20260717.md`）。
  - **2026-07-13 全部5阶段落地**：时间衰减recall / 遗忘曲线分层 / 画像LLM合成 / 冲突检测 / Consolidation引擎（见 references/five-phase-implementation-20260713.md）
  - **2026-07-13 新增监控目标**：`tdai-gateway`（:8420，人格记忆层），失败自愈命令 `systemctl --user restart tdai-gateway`
  - **统一记忆入口**：`~/.hermes/scripts/memory_recall.py` — 同时查织忆(7821) + TencentDB(8420) + Soulful(JSON)，支持 pretty/compact 两种输出格式
@ -30,7 +37,8 @@ trigger_notes: >
 - 三系统记忆全面检查工作流：`references/three-system-memory-check-workflow.md`
 - 记忆系统对比分析（参考项目）：`references/memory-system-comparison.md`
 - 画像可执行化注入模式（2026-07-13 新发现）：`references/system-prompt-snippets-injection.md` — behavior_rules → system_prompt_snippets → prefetch 注入
- **bge_embed_server 内存泄漏（2026-07-13 根因+修复）**：
+- **Hermes 升级后全面检查**：`references/hermes-upgrade-checklist.md`（进程/织忆/NewAPI/Cron/Daemon 标准清单 + 常见错误修复）
+- bge_embed_server 内存泄漏（2026-07-13 根因+修复）：
  - 根因：ONNX SessionOptions 默认开启 `enable_cpu_mem_arena`，arena 分配器会逐渐扩大保留区，4天从1.6GB→5.8GB（RSS 计入保留虚拟内存，非真实泄漏）
  - 修复：`enable_cpu_mem_arena=False` + `enable_mem_pattern=False`（bge_embed_server.py 第34-35行）
  - 监控：cron `2891b3304339`「bge内存泄漏监控」每10分钟检查，>2GB自动kill+重启
@ -47,6 +55,18 @@ trigger_notes: >
 - `proactive_learning.py` — 主动学习引擎，四维自检+主题管理，每周推送报告。
 - `stock_macd_strategy.py` — MACD策略单股回测+飞书推送
 - `stock_compare.py` — 三策略对比（MACD/MA20/双均线），批量多股
+- `stock_contradiction_workflow.py` — **马克思主义矛盾分析工作流**（新增 2026-07-17）
+  - 四维评分（宏观-1/基本面+1/技术面-1/消息面0 → 综合决策）
+  - MA20 信号监控（腾讯行情 API）
+  - 每周一 09:00 自动推飞书群（cron `1935e83a681a`）
+  - 输出：`~/.hermes/stock_backtest/contradiction_history.json`
+  - 用法：`python3 ~/.hermes/scripts/stock_contradiction_workflow.py report|check|record`
+  - 详情：`references/stock-contradiction-workflow.md`
+
+- **Calibre 内容服务器**（新增 2026-07-17）：`references/calibre-server-windows-20260717.md`
+  - 服务器 `192.168.123.11:8089` 已配置，SSH 会话进程死亡问题是核心障碍
+  - 书库路径：`D:\calibre书库\`
+
 - `stock_adaptive.py` — ADX自适应策略（趋势市MA20/震荡市MACD），含批量测试

 ---
--- a/skills/devops/self-healing-infrastructure/references/calibre-server-windows-20260717.md
+++ b/skills/devops/self-healing-infrastructure/references/calibre-server-windows-20260717.md
@ -0,0 +1,78 @@
+# Calibre 内容服务器 - Windows 启动问题记录
+
+## 2026-07-17 问题
+
+服务器 `192.168.123.11` 上 Calibre GUI 正常运行，但需要启动内容服务器让小唯有 HTTP 访问。
+
+**症状**：Calibre GUI 占用 DB 导致 calibre-server 无法同时运行；SSH 会话断开后通过 SSH 启动的进程全部死亡。
+
+## 解决方案
+
+### 步骤 1：关闭 Calibre GUI
+
+```bash
+sshpass -p "xue.2538" ssh administrator@192.168.123.11 "taskkill /F /IM calibre.exe"
+```
+
+### 步骤 2：启动内容服务器（防火墙放行）
+
+```powershell
+# 找实际路径（用短路径绕过空格）
+Get-ChildItem -Path C:\ -Filter calibre-server.exe -Recurse -ErrorAction SilentlyContinue
+# 典型路径：C:\Program Files\Calibre2\calibre-server.exe
+
+# 启动（用 PROGRA~1 绕过空格）
+Start-Process -FilePath C:\PROGRA~1\Calibre2\calibre-server.exe `
+  -ArgumentList '--port','8089','--disable-auth','--with-library','D:\calibre书库' `
+  -WindowStyle Hidden -PassThru
+```
+
+### 步骤 3：放行防火墙（一次性）
+
+```powershell
+netsh advfirewall firewall add rule name="Calibre 8089" dir=in action=allow protocol=tcp localport=8089
+```
+
+### 步骤 4：验证
+
+```bash
+curl http://192.168.123.11:8089/
+```
+
+## 关键教训：SSH 会话进程死亡问题
+
+**根因**：SSH 会话断开时，该会话启动的所有前台/后台进程都被终止。
+
+**试过的无效方法**：
+- `Start-Process -WindowStyle Hidden` → SSH 断开后进程死亡
+- `cmd /c start /B ... &` → SSH 断开后进程死亡
+- `cmd /c start /MIN "" ...` → SSH 断开后进程死亡
+- `schtasks /SC DAILY /ST xx:xx /IT /Z` → 任务执行失败（LastTaskResult=2），中文路径编码问题
+- 计划任务路径中的 `D:\calibre书库` 中文名乱码，导致找不到库
+
+**有效方法**：
+1. PowerShell `Start-Process -PassThru` 在 SSH 会话存活期间有效，但需要验证断开后是否存活
+2. 写批处理循环脚本让进程自动重启（见 `run_calibre.bat` 写入 `D:\beifen\`）
+
+## 重启后自启动方案
+
+需要用户手动在服务器上操作（目前无法通过 SSH 完全可靠地实现）：
+
+**方案 A：计划任务（推荐）**
+1. 服务器上打开任务计划程序 `taskschd.msc`
+2. 创建任务：触发器=登录时，执行 `C:\Program Files\Calibre2\calibre-server.exe --port 8089 --disable-auth`
+3. 注意：需要先关闭 Calibre GUI
+
+**方案 B：开机批处理**
+把 `D:\beifen\run_calibre.bat` 加入开机启动项（需要用户在服务器上操作一次）
+
+## Calibre 书库位置
+
+- **服务器路径**：`D:\calibre书库\`
+- **内容服务器端口**：8089
+- **SMB 访问**：`\\192.168.123.11\Users\Administrator\`（但 Calibre Library 目录为空，可能是空目录或 mounted）
+
+## 参考
+
+- Skill 文件：`~/.hermes/skills/media/calibre-library/SKILL.md`（服务器本地）
+- 内容服务器默认端口 8089，无认证模式 `--disable-auth`（局域网使用）
--- a/skills/devops/self-healing-infrastructure/references/daemon-nameerror-fix-20260717.md
+++ b/skills/devops/self-healing-infrastructure/references/daemon-nameerror-fix-20260717.md
@ -0,0 +1,59 @@
+# daemon.py NameError 修复（2026-07-17）
+
+## 问题
+
+daemon.py 重启后崩溃：`NameError: name 'log_reasoning_step' is not defined`
+
+根因：`log_reasoning_step()` 在 daemon.py 第 1198 行被调用，但函数从未定义。
+
+症状：
+```
+File "/home/muc/.hermes/scripts/daemon.py", line 1198, in main_loop
+    log_reasoning_step("thinking", f"deep_tick #{ctx['deep_tick_count']} 触发 | ...", ...)
+NameError: name 'log_reasoning_step' is not defined
+```
+
+## 修复
+
+在 `log()` 函数之后、`shell()` 函数之前插入：
+
+```python
+def log_reasoning_step(step_type, message, data=None):
+    """结构化推理日志"""
+    ts = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    payload = json.dumps({"type": step_type, "msg": message, "data": data}, ensure_ascii=False)
+    line = f"[DAEMON] {ts} [{step_type}] {message}"
+    print(line, flush=True)
+    os.makedirs(D, exist_ok=True)
+    with open(D + "/daemon.log", "a") as f:
+        f.write(line + "\n")
+```
+
+## 关键依赖
+
+- `datetime`（已导入）
+- `json`（已导入）
+- `os`（已导入）
+- `D` 全局变量（log 目录，已存在）
+- `flush=True`（daemon 以 daemonize 运行时需要刷新缓冲区）
+
+## 验证
+
+```bash
+# 重启并检查启动成功
+pkill -f "python3 /home/muc/.hermes/scripts/daemon.py"; sleep 2
+python3 /home/muc/.hermes/scripts/daemon.py > ~/.hermes/daemon/daemon.log 2>&1 &
+sleep 8 && tail -5 ~/.hermes/daemon/daemon.log
+# 应看到 "tick #NNNNN | 磁盘:X% 内存:X% 进程:X/4 方案:4"
+# 而非 NameError traceback
+```
+
+## 相关代码位置
+
+| 用途 | 函数 | 行 |
+|------|------|---|
+| 简单日志 | `log()` | ~L80 |
+| 结构化推理日志（新增） | `log_reasoning_step()` | ~L89 |
+| Shell 命令执行 | `shell()` | ~L99 |
+| LLM 调用 | `call_llm()` | ~L95 |
+| Deep tick 入口 | `main_loop()` 内 | ~L1198 |
--- a/skills/devops/self-healing-infrastructure/references/daemon-ops.md
+++ b/skills/devops/self-healing-infrastructure/references/daemon-ops.md
@ -75,13 +75,28 @@ daemon 日志自动裁剪到 100 条 journal 条目。`daemon.log` 在不重启
 > ~/.hermes/daemon/daemon.log
 ```

-## 模型路由
+## 模型路由（2026-07-17 更新）

-Daemon 内部硬编码了两个模型（不查 model-health.json，保持轻量）：
- 快速分析: `stepfun-ai/step-3.5-flash`（<1s，每5min一次）
- 深度分析: `mistralai/mistral-large-3-675b-instruct-2512`（~550ms，异常触发时用）
+**当前配置**：daemon 统一使用 `stepfun-ai/step-3.5-flash`（NewAPI 上稳定，响应 <1s）。`call_llm()` timeout = 15s，超时后静默降级（返回空字符串 → daemon 只收集状态不推送）。

-如果这两个模型挂了，Daemon 会静默降级为只收集状态不发消息。
+**历史故障（2026-07-17）**：之前用的 `mistralai/mistral-large-3-675b-instruct-2512` 从 06:46 开始持续超时（>15s），导致 deep tick 全部失败约 2 小时。症状：日志每 5min 出现一次 `[call_llm] 请求失败: timed out, 模型: mistralai/mistral-large-3-675b-instruct-2512`，之后恢复正常。
+
+### 监控 LLM 健康
+
+```bash
+# 手动验证模型可用性
+curl -s --connect-timeout 5 -X POST http://127.0.0.1:3000/v1/chat/completions \
+  -H "Authorization: Bearer 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"stepfun-ai/step-3.5-flash","messages":[{"role":"user","content":"hi"}],"max_tokens":10}' \
+  --max-time 20
+
+# 查看 daemon 是否有 LLM 超时
+grep "请求失败" ~/.hermes/daemon/daemon.log | tail -5
+```
+
+### daemon.py 修改后必须重启
+文件修改不自动刷新，每次改 `daemon.py` 后必须 `systemctl --user restart xiaowei-daemon` 才生效。

 ## 数据文件

--- a/skills/devops/self-healing-infrastructure/references/hermes-upgrade-checklist.md
+++ b/skills/devops/self-healing-infrastructure/references/hermes-upgrade-checklist.md
@ -0,0 +1,102 @@
+# Hermes 升级后全面检查流程
+
+hermes 升级后（任何版本）立即执行以下检查，避免带隐患运行。
+
+## 标准检查清单
+
+```bash
+# 1. 版本确认
+hermes version
+# → 显示 v0.18.0 (2026.7.1) 等
+
+# 2. 关键进程
+ps aux | grep -E "zhiyid|bge_embed|new-api|hermes" | grep -v grep
+
+# 3. 织忆4组件健康
+curl -s -H "X-API-Key: zhiyi-dev-key-2026" http://localhost:7821/api/v1/health
+curl -s http://localhost:8000/health
+curl -s -H "X-API-Key: zhiyi-dev-key-2026" http://localhost:7821/api/v1/graph/stats
+# 节点数应 > 0，recall 应返回命中
+ls -la /tmp/zhiyi-ipc.sock
+
+# 4. NewAPI（必须带 token）
+TOKEN=$(grep "api_key:" ~/.hermes/config.yaml | head -1 | awk '{print $2}')
+curl -s -H "Authorization: Bearer $TOKEN" http://127.0.0.1:3000/v1/models | \
+  python3 -c "import json,sys; d=json.load(sys.stdin); print('models:', len(d.get('data',[])))"
+# → models: 136（不带token报 invalid token，但服务本身正常）
+
+# 5. Cron 任务错误检查
+hermes cron list 2>&1 | grep -E "error|Script not found|exit"
+# 已知错误模式：
+#   Script not found → wrapper 脚本里命令和参数粘连（缺空格），或新脚本缺 wrapper
+#   script exited with code 1 → 依赖的外部服务离线（服务器等）
+#   invalid token → curl 没带 token，NewAPI 本身正常
+
+# 6. Daemon 健康
+tail -30 ~/.hermes/daemon/daemon.log | grep -E "deep_tick|ERROR"
+# → 应看到 deep_tick #NNNN 触发+完成，无 ERROR
+
+# 7. Hermes insights 抽检
+hermes insights 2>&1 | head -10
+
+# 8. OpenClaw
+openclaw --version
+openclaw doctor 2>&1 | tail -5
+```
+
+## 已知常见错误及修复
+
+### 错误1：Script not found（wrapper 脚本问题）
+
+**症状**：`cron list` 显示 `Script not found: /home/muc/.hermes/scripts/skill-manager.py scan`
+
+**根因A**：wrapper 脚本写成 `python3 ~/.hermes/scripts/skill-manager.py scan`（命令和参数粘连，缺空格）
+
+**根因B**：新脚本创建了但没有对应的 `.sh` wrapper，cron 找不到
+
+**修复**：
+```python
+# 用 Python 重建所有 wrapper（彻底避免 shell 空格问题）
+import os
+scripts = {
+    "skill-manager-scan.sh": "#!/bin/bash\npython3 ~/.hermes/scripts/skill-manager.py scan\n",
+    "optimizer-report.sh": "#!/bin/bash\ncd ~/.hermes/scripts && python3 optimizer.py report\n",
+    "proactive-learning-report.sh": "#!/bin/bash\ncd ~/.hermes/scripts && python3 proactive_learning.py report\n",
+    "stock_learning.sh": "#!/bin/bash\ncd ~/.hermes/scripts && python3 stock_learning.py report\n",
+}
+base = os.path.expanduser("~/.hermes/scripts")
+for name, content in scripts.items():
+    path = os.path.join(base, name)
+    with open(path, "w") as f: f.write(content)
+    os.chmod(path, 0o755)
+```
+
+**2026-07-17 已修复**：
+- `skill-manager-scan.sh` — 空格修复
+- `optimizer-report.sh` — 空格修复
+- `proactive-learning-report.sh` — 空格修复
+- `stock_learning.sh` — 新建（`stock_learning.py` 原有但缺 wrapper）
+
+### 错误2：服务器离线导致 backup/挂载失败
+
+**症状**：`script exited with code 1`，日志显示 `服务器挂载失败`
+
+**根因**：服务器 192.168.123.11 ping 不通（网络不可达）
+
+**处理**：用户侧检查服务器状态，等待恢复后 cron 自动重试
+
+## 检查结果记录（2026-07-17 更新）
+
+```
+Hermes: v0.18.0 ✅
+织忆图谱: 8348节点/68262边 ✅（持续增长）
+织忆recall: 正常 ✅
+bge-embed: 正常 ✅
+NewAPI: 136模型 ✅（Invalid token 是curl没带token）
+daemon: deep_tick #2414 ✅
+Cron错误: 3个（2个wrapper空格已修复，1个服务器离线等待用户恢复）
+服务器 192.168.123.11: ✅ 在线（ping < 15ms）
+Calibre 内容服务器: ⚠️ SSH会话问题，需用户在服务器上手动启动（见 references/calibre-server-windows-20260717.md）
+```
+
+下次升级后重复此清单。
--- a/skills/devops/self-healing-infrastructure/references/stock-contradiction-workflow.md
+++ b/skills/devops/self-healing-infrastructure/references/stock-contradiction-workflow.md
@ -0,0 +1,90 @@
+# 股票矛盾分析工作流
+
+## 概述
+
+用马克思主义辩证法指导股票投研，把哲学方法论变成每周固定工作流程。
+
+## 核心框架
+
+```
+实践是检验真理的唯一标准 → 模拟持仓等MA20金叉验证判断
+对立统一                 → 市场多空矛盾分析
+量变质变                 → MA20金叉=质变临界点
+否定之否定               → 每周复盘迭代策略（螺旋上升）
+```
+
+## 四维评分体系
+
+| 维度 | 评分 | 说明 |
+|------|------|------|
+| 宏观面 | -1/0/+1 | 系统性风险/机会 |
+| 基本面 | -1/0/+1 | 估值/业绩/竞争力 |
+| 技术面 | -1/0/+1 | 趋势/均线/MACD |
+| 消息面 | -1/0/+1 | 政策/事件/情绪 |
+| **综合** | -4 ~ +4 | 决策依据 |
+
+**决策规则**：
+- 综合 ≥ +2：考虑入场
+- 综合 ≤ -2：空仓等待
+- 其他：观察
+
+## MA20 信号监控
+
+用腾讯行情 API（`qt.gtimg.cn`）实时查 MA20 状态：
+
+| 信号 | 含义 | 操作 |
+|------|------|------|
+| golden_cross | 5日均线上穿20日均线 | 关注，可能是买入信号 |
+| dead_cross | 5日均线下穿20日均线 | 离场信号 |
+| neutral | 无明确信号 | 等待 |
+
+## 工作流脚本
+
+```bash
+# 完整报告（含矛盾分析+MA20信号）
+python3 ~/.hermes/scripts/stock_contradiction_workflow.py report
+
+# 快速检查 MA20 信号
+python3 ~/.hermes/scripts/stock_contradiction_workflow.py check
+
+# 记录本周分析（保存到历史）
+python3 ~/.hermes/scripts/stock_contradiction_workflow.py record
+```
+
+## Cron 配置
+
+- **任务 ID**：`1935e83a681a`
+- **调度**：每周一 09:00
+- **推送**：飞书群 `oc_81f6df701c872a1122f32080e366543f`
+- **模型**：`stepfun-ai/step-3.5-flash`（免费）
+
+## 当前持仓状态
+
+| 股票 | 状态 | 均线条 |
+|------|------|------|
+| 五粮液 000858 | 空仓等金叉 | MA5<MA20，空头排列 |
+| 贵州茅台 600519 | 关注 | 跟踪 MA20 信号 |
+
+## 典型矛盾案例：五粮液
+
+```
+矛盾1：宏观经济下行 vs 消费刚需（白酒）
+  → 表现：宏观面-1，但五粮液基本面+1
+  → 阶段：矛盾积累阶段，等待技术面确认方向
+  → 行动：空仓等待，观察宏观拐点信号
+
+矛盾2：估值回归 vs 趋势惯性
+  → 表现：PE跌至历史低位，但均线仍空头排列
+  → 阶段：量变质变的临界积累期
+  → 行动：等MA20金叉（质变信号）再入场
+```
+
+## 与其他股票脚本的关系
+
+- `stock_contradiction_workflow.py` — **框架层**（方法论+周报），马克思主义分析框架
+- `stock_signal.py` — **信号层**（每日信号推送）
+- `stock_news.py` — **信息层**（每日新闻）
+- `stock_portfolio.py` — **组合层**（持仓管理）
+- `stock_macd_strategy.py` — **策略层**（回测验证）
+
+分工：矛盾工作流给出**方向判断**，信号/新闻提供**每日输入**，策略层验证**实践效果**。
--- a/skills/research/stock-research/SKILL.md
+++ b/skills/research/stock-research/SKILL.md
@ -1,7 +1,7 @@
 ---
 name: stock-research
-version: "1.2"
-date: "2026-07-13"
+version: "1.3"
+date: "2026-07-17"
 tags: ["stock", "backtest", "selector", "macd", "ma20", "simulation"]
 description: 小唯股票投研系统 — 四维选股 / 回测对比 / 每日信号
 ---
@ -12,6 +12,8 @@ description: 小唯股票投研系统 — 四维选股 / 回测对比 / 每日

 Use when: building a stock analysis system, researching individual stocks, running backtests, or generating daily trading signals.

+**⚠️ 牧尘铁律：分析必须落地。** 收到分析/研究类任务时，必须同时规划如何固化到 cron/脚本/工作流。只讨论不执行 = 没完成。给框架（矛盾分析/技术分析/任何方法论）后，立即思考落地路径。
+
 ## System Architecture (v1.1 — 2026-07-12 增强版)

 ```
@ -34,6 +36,7 @@ stock_ma20_backtest.py ← 茅台MA20策略回测 (新)
 stock_compare.py      ← 多策略对比 (MACD/MA20/dual-MA)
 stock_news.py         ← 每日宏观摘要
 stock_paper.py        ← 纸上交易账户
+stock_contradiction_workflow.py ← 马克思主义矛盾分析周报（每周一cron）
 stock_backtest/       ← 回测数据 + 模拟交易记录
 ```

@ -268,9 +271,12 @@ Also add `--compressed` flag — without it, ifzq API returns empty from that di
 | `c48bbbb4fd18` | 五粮液每日信号 | 工作日16:00 | MA20信号推送 |
 | `c293eead6688` | 每日组合信号 | 工作日09:00 | 7只股票MA20扫描 |
 | `f3619a71aebb` | 每日股票新闻 | 工作日08:00 | 宏观+原油+大盘摘要 |
+| `1935e83a681a` | 股票矛盾分析周报 | 每周一09:00 | 四维评分+矛盾分析+MA20监控 → 飞书群 |

 **当前持仓（2026-07-13）**：平安银行(000001)，9487股，成本10.54，等待死叉卖出信号。

+> **马克思主义分析框架**：见 `references/marxist-analysis-framework.md`。用辩证唯物主义指导投资决策：实践是检验真理的唯一标准，矛盾分析法分析市场，量变质变判断入场时机（金叉=质变信号），否定之否定迭代策略。
+
 ## Next Steps

 1. ✅ **贵州茅台MA20回测**(2026-07-12): α=+6.05%，胜率22.2%，最大回撤26.2% → 结果已存档 `~/.hermes/stock_backtest/ma20_result_600519.json`
--- a/skills/research/stock-research/references/marxist-analysis-framework.md
+++ b/skills/research/stock-research/references/marxist-analysis-framework.md
@ -0,0 +1,130 @@
+# 马克思主义股票分析框架 — 参考文档
+
+## 核心理念
+
+**现有读书方法论都是为人类读者蒸馏，不是为 agent 执行者蒸馏。**
+- 给人看靠：故事/金句/情感钩子
+- 给 agent 用靠：trigger / 可执行步骤 / 判停标准
+
+**马克思主义在投资中的核心**：实践是检验真理的唯一标准。
+
+---
+
+## 四字结构（快速提炼模板）
+
+```
+主题 → 核心本质（2字以内）
+     → 对立面是什么（2字以内）
+     → 根本矛盾在哪（4字以内）
+     → 转化机制是什么（4字以内）
+```
+
+**输出格式**：
+```
+|【仓颉·主题】
+  ◆ 本质：XX
+  ◆ 对立：XX
+  ◆ 矛盾：XXXX
+  ◆ 转化：XXXX
+  ◆ 一句话：XXX（15字以内）
+```
+
+---
+
+## RIA-TV++ 六段详解
+
+| 段 | 内容 | 要求 |
+|----|------|------|
+| R | Reading（原文引用） | ≤150字，标注出处 |
+| I | Interpretation（自述） | 用自己的话重写，5-15行 |
+| A1 | Past Application（书中案例） | 作者亲自用过的案例，1-3条 |
+| A2 | Future Trigger（何时调用）★ | 决定 skill 是否被用起来 |
+| E | Execution（可执行步骤） | 1-2-3步骤，有完成标准 |
+| B | Boundary（边界） | 何时不用，防止乱调用 |
+
+---
+
+## 马克思主义三定律在投资中的应用
+
+### 1. 对立统一
+市场里的矛盾是永恒的：
+- 买者 vs 卖者（多空对立）
+- 大资金 vs 小散户（力量不对等）
+- 估值回归 vs 趋势惯性（两种赚钱方式）
+
+### 2. 量变质变
+MA20 金叉 = 量变到质变的转折点
+- 矛盾积累阶段：宏观-1 + 基本面+1，等待技术面确认
+- 质变信号：MA20 金叉（价格从下穿越20日均线）
+
+### 3. 否定之否定
+每轮复盘都是一次否定之否定：
+- 策略 A 不行 → 否 A 得策略 B → B 又发现新问题 → 否 B 得策略 C
+- 螺旋上升，不是原地打转
+
+---
+
+## 四维评分的矛盾分析视角
+
+| 维度 | -1 | 0 | +1 |
+|------|----|----|----|
+| 宏观面 | 系统性压力/经济下行 | 中性 | 友好/政策支持 |
+| 基本面 | 差/高估 | 中性 | 强/低估 |
+| 技术面 | 下跌趋势/空头排列 | 震荡 | 上升趋势/多头排列 |
+| 消息面 | 利空 | 中性 | 利好 |
+
+**组合评分逻辑**：
+- 技术面空头(t=-1) + 基本面低估(f=+1) = **逆向机会** (+2，不是卖点!)
+- 技术空头 + 基本面高估 = **双杀风险** (-2)
+- 技术多头 + 基本面低估 + 宏观不差 = **共振机会** (+3)
+
+---
+
+## 矛盾分析工作流
+
+**脚本**：`~/.hermes/scripts/stock_contradiction_workflow.py`
+
+**用法**：
+```bash
+# 周报（每周一 09:00 自动跑）
+python3 ~/.hermes/scripts/stock_contradiction_workflow.py report
+
+# 快速检查 MA20 信号
+python3 ~/.hermes/scripts/stock_contradiction_workflow.py check
+```
+
+**输出内容**：
+1. 四维评分（宏观/基本面/技术面/消息面）
+2. 本周核心矛盾分析
+3. MA20 信号监控（所有持仓股）
+4. 持仓状态
+5. 马克思主义框架视角总结
+
+**cron job**：`1935e83a681a`「股票矛盾分析周报」— 每周一 09:00 → 飞书群 `oc_81f6df701c872a1122f32080e366543f`
+
+---
+
+## 五粮液当前矛盾分析（示例）
+
+```
+矛盾1：宏观经济下行 vs 消费刚需（白酒）
+  表现：宏观面-1，但五粮液基本面+1
+  阶段：矛盾积累阶段，等待技术面确认方向
+  行动：空仓等待，观察宏观拐点信号
+
+矛盾2：估值回归 vs 趋势惯性
+  表现：PE跌至历史低位，但均线仍空头排列
+  阶段：量变质变的临界积累期
+  行动：等MA20金叉（质变信号）再入场
+```
+
+---
+
+## 相关文件
+
+| 文件 | 作用 |
+|------|------|
+| `scripts/stock_contradiction_workflow.py` | 矛盾分析工作流脚本 |
+| `scripts/stock_portfolio.py` | 每日 MA20 信号扫描 |
+| `scripts/stock_paper.py` | 纸上模拟交易 |
+| `proactive_learning/topics.json` | 学习主题（含马克思主义框架元方法） |
--- a/soulful/user-profile.json
+++ b/soulful/user-profile.json
@ -1,6 +1,6 @@
 {
  "version": 2,
-  "updated_at": "2026-07-16T14:00:49.713477+00:00",
+  "updated_at": "2026-07-17T14:00:12.846389+00:00",
  "behavior_rules": {
    "answer_format": "结论先行 → 数据支撑 → 行动建议。不废话、不科普、不加补丁式回答。",
    "code_quality": "修复后必须自测，不等用户测。遇到stderr先试3种方法，不行再报告障碍。",
--- a/stock_backtest/news_20260717.txt
+++ b/stock_backtest/news_20260717.txt
@ -0,0 +1,20 @@
+📰 每日宏观+持仓摘要
+
+【大盘】2026-07-17 08:00
+📉 上证: 3882.41 (-1.85%)
+📉 沪深300: 4.75 (-1.76%)
+📈 五粮液: 73.90 (+0.11%)
+
+【五粮液持仓信号】⭐ 关注
+
+📈 布伦特原油: 84.83 (+0.60)
+【宏观风险提示】
+• 大盘若跌破关键均线 → 空仓信号加强
+• 白酒消费数据持续低迷 → 基本面承压
+• 人民币贬值预期 → 外资流出白酒板块压力
+
+【五粮液状态】
+价格: 73.9 (+0.11%)
+MA20下方 → 空仓信号，等待金叉
+
+小唯股票投研 · 每日新闻