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        "last_text": "t**: [`PERF_REPORT.md`](https://github.com/Adobe-Firefly/rl-research-pluto/blob/zouyang/perf-benchmark/scripts/distributed/PERF_REPORT.md) (\u5728 PR \u91cc)\n- \ud83d\uddc2\ufe0f Vault note (cross-pod \u8de8\u673a\u5668\u90fd\u80fd\u770b): `~/.claude/vaults/adobe/how-to/multi-node-grpo-pluto.md`\n\n**Reaping \u72b6\u6001**\uff1a\u6240\u6709 9 \u4e2a cluster job \u90fd\u81ea\u7136 SUCCEEDED\uff0c\u6ca1\u8981 reap\u3002Quota \u70e7\u7684\u6781\u5c11\uff085 min \u00d7 8\u5361 P0 + 5 min \u00d7 8\u5361 P1\uff09\u3002\n\n**\u8fd8\u5728\u8dd1\u7684**\uff1a`797b6983`\uff08\u591a\u6a21\u6001 M \u91cd\u8bd5\uff09\uff0c15-20 \u5206\u949f\u540e\u7ed9\u6570\u636e\uff0cdashboard \u81ea\u52a8\u52a0\u8fdb\u53bb\u3002\n\n**\u9700\u4e0d\u9700\u8981\u4f60\u5e2e\u5fd9**\uff1a\n1. **PR review**\uff1a\u4f60\u53ef\u4ee5\u770b\u4e00\u4e0b PR #1\uff0c\u6ca1\u5927\u95ee\u9898\u5c31 merge\n2. **\u4e0b\u4e00\u6b65\u65b9\u5411\u9009\u62e9** \u2014 \u6211\u5217\u4e86\uff1a(a) 7B/14B \u6a21\u578b\u4e0a 4-node \u91cd\u6d4b (b) vLLM \u63a5 GRPO \u89e3\u51b3 41\u00d7 \u74f6\u9888 (c) \u70e4 Docker image \u7701 init \u65f6\u95f4\u3002\u4f60\u60f3\u5148\u505a\u54ea\u4e2a\uff1f\n\n\u5982\u679c\u4f60\u53ea\u662f check \u8fdb\u5ea6\u7684\u8bdd\u2014\u2014\u4e00\u5207\u6309\u8ba1\u5212\uff0c\u53ef\u4ee5\u4e0d\u7528\u505a\u4ec0\u4e48\u3002",
        "last_sender": "agent_session",
        "score": 57,
        "hits": [
          "\uff1f",
          "\u9700\u8981\u4f60",
          "\u4f60\u60f3",
          "\u54ea\u4e2a",
          "review",
          "\u9700\u8981",
          "\u60f3",
          "\u9009"
        ],
        "account": "personal"
      },
      {
        "usid": "399a957e-8e42-4007-9927-f15ae70fcfef",
        "asid": "2f03954d-4f4e-45d0-a143-c0c8d6ce4833",
        "name": "[1.1]Upload Demo to Expo Platform",
        "created_at": "2026-05-27T05:16:40.918233Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-28T01:28:42.870000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 3.0969068500000003,
        "age_str": "3m",
        "last_text": "ic |\n| **\u80cc\u666f\u52a8\u753b** | \u2705 \u53ef\u7528 | \u6e10\u53d8 + \u547c\u5438\u5149\u7403\uff08\u91d1/\u9752/\u7d2b\uff09 |\n\n\u6240\u6709 11 \u4e2a JS \u6587\u4ef6 `node --check` \u8fc7\u4e86\uff0c\u6ca1\u8bed\u6cd5\u9519\u3002\n\n## \u8fd8\u6ca1\u63a5\u7684\uff08\u900f\u660e\u8bf4\u660e\uff09\n\n- Map \u5c4f\u5e55\u7684\"\u7ef4\u5ea6\u6570\u636e\"\u662f mock\uff0c\u6ca1\u63a5\u771f\u5206\u6790\uff08\u8981\u63a5\u9700\u8981\u518d\u52a0 `mode: \"json\"` \u7684\u5206\u6790\u8c03\u7528\uff0c30 \u5206\u949f\u5de5\u4f5c\uff09\n- Collision \u5c4f\u5e55\u7684\"\u6697\u53f7\u5339\u914d\"\u662f\u56fa\u5b9a\u7ed3\u679c\uff0c\u6ca1\u771f\u540e\u7aef\n- Timeline \u662f\u9759\u6001\u6837\u672c\n- Supabase \u6301\u4e45\u5316\u6ca1\u63a5\uff08\u9000\u51fa chat \u5386\u53f2\u4f1a\u6e05\uff09\n\n**\u6838\u5fc3\u53ef\u7528\u6027 = \u2705 \u80fd\u8dd1\u3001\u80fd\u767b\u5f55\u3001\u80fd\u804a\u771f LLM\u3001\u80fd\u5207 tab\u3001UI \u6d41\u7545\u3002**\n\n---\n\n## \u600e\u4e48\u7528 / \u6d4b\u8bd5\u6b65\u9aa4\n\n1. **\u5148\u626b SDK 54 \u90a3\u4e2a URL**\uff08\u6700\u4fdd\u9669\uff0c\u7acb\u5373\u80fd\u5f00\uff09\n2. Login\uff1a\u8f93\u4efb\u610f 6 \u4f4d\u6570\u5b57 \u2192 \"\u5f00\u59cb\" \u2192 \u8fdb\u5165\u4e3b\u754c\u9762\n3. **Chat tab \u73b0\u5728\u5e94\u8be5\u80fd\u8f93\u5165\u4e86** \u2014\u2014 \u8bd5\u7740\u6253\u5b57\u3001\u6309\u53d1\u9001\uff0c\u7b49 2-5 \u79d2\u770b Oprah \u56de\u590d\n4. \u5207\u5230\u5176\u4ed6 tab \u770b UI\n5. \u5982\u679c SDK 54 \u8dd1\u8d77\u6765\u6b63\u5e38\uff0c\u518d\u8bd5 SDK 55\u3001SDK 56 \u770b\u54ea\u4e2a\u7248\u672c\u4f60 Expo Go \u652f\u6301\n\n\u8dd1\u8d77\u6765\u540e\u7ed9\u6211\u5177\u4f53 feedback\uff0c\u6bd4\u5982\uff1a\n- \u54ea\u4e2a\u4ea4\u4e92\u4e0d\u987a\n- \u54ea\u4e2a\u6587\u6848\u8981\u6539\n- LLM \u56de\u590d\u592a\u5957\u8def\u4e86\u60f3\u6362\u66f4\u597d\u7684\u6a21\u578b \u2192 \u628a Pale Dot Blue \u7684 URL/key/model \u7ed9\u6211",
        "last_sender": "agent_session",
        "score": 53,
        "hits": [
          "\u54ea\u4e2a",
          "\u9700\u8981",
          "\u60f3"
        ],
        "account": "aitist"
      },
      {
        "usid": "39caeb6a-a7ee-428f-b220-be056907c2c2",
        "asid": "5190b1f8-13ce-4c3c-ac5e-e9c46afa310e",
        "name": "omnara",
        "created_at": "2026-05-22T02:42:13.951617Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-28T01:05:14.547000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 26.56895685,
        "age_str": "27m",
        "last_text": "PAT\uff08airacle-dev \u5bb9\u5668\u91cc\u7684\uff09\uff1a\n\n```\neyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIzNjBhMjQ5Ny0zOTVmLTRiZTItOTcxYy0yYTMwMmI5MDBjYmIiLCJpYXQiOjE3NzkxODA3NTMsImp0aSI6ImVhMmUxM2Y4LWM2ZDktNDlmNi05YmZjLTdmNWMxMDliNDBiMSIsInRva2VuX3R5cGUiOiJwYXQifQ.CKhN7_Gm2I3EO6fSm4mzIrMsY8qCFHZF2JHPKA0tQDb1G8oMS53UqolTt0oG6g-Q0iOk8kPTwXktnTf7yxmDaQ\n```\n\n\u8fd9\u662f\u4f60\u90a3\u53f0 Slow PC \u4e0a airacle-dev \u5bb9\u5668\u5bf9\u5e94\u7684\u8d26\u53f7 PAT\u3002\u4f60\u8981\u7528\u6765\u5ba1\u8ba1\u7b2c\u4e8c\u4e2a\u8d26\u53f7\u7684\u8bdd\uff0c\u9700\u8981\u53e6\u4e00\u4e2a\u8d26\u53f7\u7684 PAT\u2014\u2014\u662f\u8fd9\u4e2a PAT \u672c\u8eab\u5c31\u662f\u76ee\u6807\uff0c\u8fd8\u662f\u53e6\u6709\u4e00\u4e2a\uff1f",
        "last_sender": "agent_session",
        "score": 51,
        "hits": [
          "\uff1f",
          "\u9700\u8981"
        ],
        "account": "aitist"
      },
      {
        "usid": "30565f3f-17a9-485f-b604-77abfdaa0078",
        "asid": "3ac88426-9366-4d69-b2da-8b286338b12a",
        "name": "Fork: Omnara diff machines",
        "created_at": "2026-05-28T00:33:33.899094Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-28T01:28:59.789000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 2.6524362999999997,
        "age_str": "3m",
        "last_text": "8/oprah | \u6c38\u4e45 URL\uff0c\u7b49 Expo Go \u5728\u4f60\u624b\u673a App Store \u5347\u5230 56 \u540e\u80fd\u7528 |\n| SDK 55 | (\u8fd8\u5728\u751f\u6210\u4e2d) | \u4f60\u521a 1 \u5206\u949f\u524d\u8981\u7684\uff0cagent \u5728\u62c9 dep \u77e9\u9635 |\n\n## Agent \u5bf9\u4f60\u4e09\u4e2a\u95ee\u9898\u7684\u521d\u6b65\u56de\u5e94\n\n1. **\"input \u8f93\u4e0d\u4e86\"** \u2192 \u2705 **\u5df2\u5b9a\u4f4d**\uff1aBottomTabBar \u906e\u4f4f input \u7684 hit area\u3002\u6b63\u5728\u7528 `useBottomTabBarHeight()` \u4fee\u3002\n2. **\"LLM \u80fd\u7528\u5417\"** \u2192 \u2705 **\u5df2\u9a8c\u8bc1**\uff1a5 \u8f6e\u4e0a\u4e0b\u6587\u6d4b\u8bd5\u7a33\uff0cLLM proxy `oprah-llm-proxy.aitist-dev.workers.dev` \u6b63\u5e38\u3002\n3. **\"\u6574\u4f53\u5b8c\u6574\u6027\"** \u2192 \u6b63\u5728\u505a\uff08\u8fb9\u4fee input bug \u8fb9\u67e5\uff09\u3002\n\n## \u6211\u7684\u5224\u65ad\n\n\u90a3\u4e2a agent \u73b0\u5728\u8fd8\u5728 WORKING \u72b6\u6001\uff0c\u6b63\u5e38\u63a8\u8fdb\uff0c\u6ca1\u5361\u3002\u9884\u8ba1\u63a5\u4e0b\u6765\u51e0\u5206\u949f\u4f1a\u53d1\uff1a\n- (a) \u4fee\u590d\u540e\u7684\u4e09\u7248\u672c URL\uff0854 / 55 / 56 \u90fd\u8986\u76d6\uff09\n- (b) \u5b8c\u6574\u6027 eval \u7ed3\u679c\n\n**SDK 54 \u90a3\u4e2a URL \u4f60\u73b0\u5728\u5c31\u53ef\u4ee5\u626b\u7801\u8bd5**\u2014\u2014bug fix \u8fd8\u6ca1\u63a8\u8fdb\u53bb\u524d\uff0cinput \u4ecd\u7136\u4e0d\u80fd\u7528\uff0c\u4f46\u81f3\u5c11\u80fd\u9a8c\u8bc1\u624b\u673a\u80fd\u4e0d\u80fd\u52a0\u8f7d\u9875\u9762\u3001tab \u80fd\u4e0d\u80fd\u70b9\u3001\u5176\u4ed6\u5c4f\u5e55\u663e\u793a\u662f\u5426\u6b63\u5e38\u3002\n\n\u8981\u6211\u7b49\u51e0\u5206\u949f\u518d\u62c9\u4e00\u6b21\u7ed9\u4f60\u6700\u7ec8\u6c47\u603b\u5417\uff1f\u8fd8\u662f\u4f60\u81ea\u5df1 5 \u5206\u949f\u540e\u56de\u90a3\u4e2a tab \u770b\uff1f",
        "last_sender": "agent_session",
        "score": 49,
        "hits": [
          "\uff1f"
        ],
        "account": "personal"
      },
      {
        "usid": "efb797fc-f5e0-4d63-8977-88ad253c74cd",
        "asid": "eceee958-8531-41cc-bc54-87a01b30f2ba",
        "name": "New Conversation Starting",
        "created_at": "2026-05-27T22:02:22.311624Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-28T00:37:39.496000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 53.990652966666666,
        "age_str": "54m",
        "last_text": "Server \u56e0\u4e3a 30 \u5206\u949f idle \u81ea\u52a8\u505c\u4e86\uff08welcome \u9875\u4f60\u5df2\u7ecf\u770b\u5230\u6ca1\u95ee\u9898\uff09\u3002\u4e0b\u6b21\u9700\u8981\u53ef\u89c6\u5316\u6211\u518d\u8d77\u4e00\u4e2a\u3002\n\n\u73b0\u5728\u7b49\u4f60\u56de **Q1**\uff1a\u4f60\u8bf4\u7684\"41006/thd \u5b9e\u9a8c\"\u5177\u4f53\u662f A/B/C/D \u54ea\u4e2a\uff1f",
        "last_sender": "agent_session",
        "score": 48,
        "hits": [
          "\uff1f",
          "\u54ea\u4e2a",
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "71414c8e-219e-4654-97f7-16d3d29814d2",
        "asid": "88df2053-0133-413d-abf8-dee896b9dcf4",
        "name": "Fork: [1] Wiki Tesco",
        "created_at": "2026-05-27T04:38:12.179166Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "main",
        "last_msg": "2026-05-28T00:23:00.297000+00:00",
        "model": "opus[1m]",
        "pinned": false,
        "age_min": 68.64396963333334,
        "age_str": "1.1h",
        "last_text": "DME + CLAUDE.md \u6307\u5411 INDEX\n\n### \u98ce\u9669\u8868\n\n```\n| \u98ce\u9669                        | \u7f13\u89e3                                         |\n| \u79fb\u8d70\u8fd8\u5728 import \u7684\u6587\u4ef6         | \u6bcf stage \u540e git grep \u539f\u6587\u4ef6\u540d\uff0c\u96f6\u547d\u4e2d\u518d commit  |\n| \u7ebf\u4e0a tesco.adobefoundry.com \u65ad | Stage 3 \u663e\u5f0f smoke check + api_server.py \u4e0d\u632a |\n| MANIFEST \u6f02\u79fb                 | MANIFEST \u662f source of truth\uff0c\u7f3a\u8bb0\u5f55\u5c31\u4e0d merge |\n```\n\n\u56de\u6eda\uff1a`git revert <stage-commit>` \u4e00\u53e5\u8bdd\u56de\u4efb\u610f\u4e00\u9636\u6bb5\u3002\n\n---\n\n**\u8bf7\u4f60 review spec**\uff08\u76f4\u63a5\u8bfb\u4e0a\u9762\u90a3\u4e2a .md \u8def\u5f84\uff0c\u6216\u6211\u8d34\u5173\u952e\u6bb5\u7ed9\u4f60\u4e5f\u884c\uff09\uff0c\u544a\u8bc9\u6211\uff1a\n- 6 \u4e2a stage \u7684\u987a\u5e8f OK \u5417\uff1f\n- AMBIG \u6587\u4ef6\u7684\u5224\u5b9a\u6807\u51c6\uff08\"\u770b\u662f\u5426\u6709 caller / artifact\"\uff09\u591f\u6e05\u695a\u5417\uff1f\u8fd8\u662f\u60f3\u6211\u5217\u5177\u4f53\u5230\u6bcf\u4e2a\u6587\u4ef6\u7684\u5224\u5b9a\uff1f\n- \u6709\u6ca1\u6709\u60f3\u52a0/\u5220\u7684\u5185\u5bb9\uff1f\n\nOK \u4e4b\u540e\u6211\u5c31\u8c03\u7528 `writing-plans` skill \u628a spec \u8f6c\u6210 stage-by-stage \u5b9e\u65bd\u8ba1\u5212\uff0c\u518d\u5f00\u5e72\u3002",
        "last_sender": "agent_session",
        "score": 45,
        "hits": [
          "\uff1f",
          "\u8bf7\u4f60",
          "review",
          "\u60f3"
        ],
        "account": "personal"
      },
      {
        "usid": "06df2a5d-4efe-4672-9369-7f8f2e73a82b",
        "asid": "16423fa1-6d90-4f90-8d47-989e27f251f8",
        "name": "[1] Wiki Tesco",
        "created_at": "2026-05-18T22:03:22.143481Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "main",
        "last_msg": "2026-05-28T00:24:14.769000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 67.40276963333334,
        "age_str": "1.1h",
        "last_text": " \u2462\n\u251c\u2500 4-lane lineage eval suite\n\u251c\u2500 PRD cases annotation (with Zach)\n\u2514\u2500 Cross-customer isolation audit\n```\n\n| Layer | \u6570\u91cf | \u7ea6\u675f |\n|-------|------|------|\n| L1 \u9876\u5c42 | **3** | = 3 \u2705 |\n| L2 \u4e2d\u5c42 | **1** | \u2014 |\n| L1+L2 | **4** | \u2264 3-5 \u2705 |\n| L3 \u53f6\u5b50 | **6** | many \u2705 |\n| **\u603b\u8ba1** | **10** | \u2264 10 \u2705 |\n\n## 6 \u4e2a\u5f00\u653e\u95ee\u9898\uff08HTML \u5e95\u90e8\u84dd\u6846\u91cc\uff09\n\n1. Top 3 \u547d\u540d Data / Model / Eval&Demo \u884c\u4e0d\u884c\uff1f\n2. L2 \u53ea\u5269\u4e00\u4e2a\u4f1a\u4e0d\u4f1a\"\u7a81\u5140\"\uff1f\u8981\u4e0d\u628a\u5b83 2 \u4e2a leaves \u76f4\u63a5\u6302 Data parent\uff1f\n3. BAM \u5ba2\u6237\u6570\u636e\u662f leaf \u8fd8\u662f\u5355\u72ec\u62bd\u51fa\u6765\uff1f\n4. \"\u8de8\u5ba2\u6237\u5408\u89c4\u5ba1\u8ba1\"\u6302 Eval parent OK \u5417\uff1f\n5. Status pill \u6211\u6807\u7684\uff08\ud83d\udd25/Doing/Todo/Blocked\uff09 vs JIRA \u539f\u751f status\n6. Assignee \u9ed8\u8ba4\u5168 Steve\uff0crewriter ticket \u8981\u4e0d\u8981 mention pranagga\uff1f\n\n\u4f60\u770b\u5b8c\u9875\u9762\u544a\u8bc9\u6211\u54ea\u91cc\u8981\u8c03\uff0c\u6211\u518d\u6539 v2\u3002",
        "last_sender": "agent_session",
        "score": 45,
        "hits": [
          "\uff1f",
          "\u8981\u4e0d\u8981",
          "\u4f60\u770b"
        ],
        "account": "personal"
      },
      {
        "usid": "76190656-e3e0-4896-b0b2-7c2fe5150994",
        "asid": "7ec43fc2-7172-4eb6-a980-fe6ed7e7a058",
        "name": "Superpower Skill Installation Request",
        "created_at": "2026-05-27T22:03:36.816125Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T22:42:29.103000+00:00",
        "model": "opus[1m]",
        "pinned": false,
        "age_min": 169.16386963333335,
        "age_str": "2.8h",
        "last_text": "kpoint\uff09 |\n| **test-driven-development** | \u5199\u4ee3\u7801\u524d |\n| **systematic-debugging** | bug / \u6d4b\u8bd5\u5931\u8d25 |\n| **using-git-worktrees** | \u9694\u79bb\u8bd5\u9519 |\n| **dispatching-parallel-agents** | 2+ \u72ec\u7acb\u4efb\u52a1\u5e76\u53d1 |\n| **subagent-driven-development** | \u957f\u94fe\u8def\u5f00\u53d1 |\n| **verification-before-completion** | \u58f0\u79f0\u5b8c\u6210\u524d\u81ea\u68c0 |\n| **requesting-code-review** | \u63d0\u4ea4 review |\n| **receiving-code-review** | \u6536\u5230 review \u65f6 |\n| **finishing-a-development-branch** | \u6536\u5c3e\u5408\u5e76 |\n| **writing-skills** | \u5199\u65b0 skill |\n\n\u8f6f\u94fe\u65b9\u5f0f\u88c5\u7684\uff0c\u4ee5\u540e `cd ~/.claude/plugins/superpowers && git pull` \u5c31\u80fd\u66f4\u65b0\u3002\n\n\u8981\u4e0d\u8981\u6211\u987a\u624b\u628a `~/.claude/settings.json` \u91cc\u90a3\u6761\u6b7b\u6389\u7684 `\"superpowers@claude-plugins-official\": true` \u6e05\u6389\uff1f\uff08\u65e0\u5bb3\uff0c\u4f46\u6709\u70b9\u8ff7\u60d1\u6027\uff09",
        "last_sender": "agent_session",
        "score": 43,
        "hits": [
          "\uff1f",
          "\u8981\u4e0d\u8981",
          "review"
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      },
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        "name": "2.1] Model Comparison Testing Research",
        "created_at": "2026-05-27T18:30:44.004735Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "main",
        "last_msg": "2026-05-28T00:19:14.060000+00:00",
        "model": "opus[1m]",
        "pinned": false,
        "age_min": 72.41458630000001,
        "age_str": "1.2h",
        "last_text": "vi \u8981 inference-ready safetensors bundle export**\uff08task #12\uff09\u2014 \u8ddf step01089000 \u90a3\u79cd `gen45conv_*_nonema.json` \u540c\u6837\u683c\u5f0f\u3002\u5979\u90a3\u91cc\u80af\u5b9a\u6709 export pipeline\uff0c\u4e0d\u7136\u4e5f\u8dd1\u4e0d\u51fa trainer self-eval \u90a3\u4e9b\u56fe\u3002\u4e00\u65e6\u6709 bundle\uff0c\u590d\u7528\u73b0\u6709 `verify_model.py` \u8def\u5f84 (steve-train-3 1\u00d7H200)\uff0c~10 min/case\uff0c5 case ~ 1h \u5185\u62ff\u5230\u7ed3\u679c\u3002\n\n\u4e4b\u524d\u7684 trainer-self-eval HTML\uff08`https://foundry-aws-corp.adobe.io/asset/foundry-tesco-enterprise-adobe-assets/demos/sanity_check_2026_05_27/index.html`\uff09\u4f60\u8bf4\"\u53ef\u4ee5\u4fdd\u7559\u5bf9\u6bd4\"\u2014\u2014 \u5b83\u5b9e\u9645\u4e0a\u662f baseline \u5bf9\u7167\uff08trainer \u8dd1\u7684\u5185\u7f6e valset\uff0c\u4e0d\u662f\u6211\u4eec\u7684 5 case\uff09\u3002\u7b49\u62ff\u5230 bundle \u540e\u6211\u4f1a\u505a\u6b63\u786e\u7684 5case lane \u52a0\u8fdb\u53bb\u3002\n\n\u4f60\u5e2e\u5fd9\u627e haravi \u8981 inference bundle\uff0c\u8fd8\u662f\u60f3\u6211\u6362\u65b9\u5411\uff08\u8b6c\u5982\u7b49 pranagga rewriter \u4e4b\u540e\u7528 step01089000 base_checkpoint \u8dd1\uff09\uff1f",
        "last_sender": "agent_session",
        "score": 39,
        "hits": [
          "\uff1f",
          "\u60f3"
        ],
        "account": "personal"
      },
      {
        "usid": "c822ccf1-d77c-437f-9e6c-bd2a36b2aed7",
        "asid": "397b72e7-b49f-4a32-a993-b6aefb02a12e",
        "name": "\u671f\u6743\u6ce2\u52a8\u7387\u5957\u5229\u7b56\u7565\u7814\u7a76",
        "created_at": "2026-05-26T01:25:25.944685Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T23:16:29.984000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 135.1491863,
        "age_str": "2.3h",
        "last_text": "\u4e70\u4fbf\u5b9c\u6ce2\u52a8\u7387\u201d\u7684 reverse condor\uff1f\n\n**4. SpaceX / \u5927 IPO \u4e8b\u4ef6**\n\u6211\u67e5\u4e86\u5f53\u524d\u62a5\u9053\uff1aReuters \u7cfb\u62a5\u9053\u8bf4 SpaceX \u5df2\u63a8\u8fdb IPO\uff0c\u5e76\u6709\u6d88\u606f\u79f0\u53ef\u80fd\u6700\u65e9 2026-06-11 \u5b9a\u4ef7\u3001\u9009\u62e9 Nasdaq\uff1b\u53e6\u6709 2026-05-21 \u62a5\u9053\u8ba8\u8bba\u5176 IPO filing \u548c\u8d22\u52a1\u62ab\u9732\u3002\u6765\u6e90\uff1a[Reuters via Investing.com, May 15](https://www.investing.com/news/stock-market-news/spacex-plans-to-price-ipo-as-early-as-june-11-picks-nasdaq-for-listing---reuters-93CH-4693550)\uff0c[Reuters via Investing.com, May 21](https://www.investing.com/news/stock-market-news/spacexs-road-to-landmark-ipo-filing-4704536)\u3002\n\n\u8fd9\u6b63\u597d\u652f\u6301\u4f60\u7684\u65b9\u5411\uff1a\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u901a\u7528\u4e8b\u4ef6\u6ce2\u52a8\u7387\u5de5\u5177\u3002\u4e0b\u4e00\u6b65\u6211\u5efa\u8bae\u628a scanner \u6269\u5c55\u6210\uff1a\n\n`\u5168\u5e02\u573a\u6db2\u4f53\u671f\u6743\u6c60 -> IV/RV \u5f02\u5e38 -> bid/ask/volume \u8fc7\u6ee4 -> \u5386\u53f2\u76f8\u4f3c\u4e8b\u4ef6\u771f\u5b9e option bar \u56de\u6d4b -> \u7eb8\u4e0a\u5019\u9009\u5355`\u3002",
        "last_sender": "agent_session",
        "score": 39,
        "hits": [
          "pick",
          "\u9700\u8981",
          "\u9009"
        ],
        "account": "personal"
      },
      {
        "usid": "322780f9-57d7-4d54-889e-6db2ceceb807",
        "asid": "4b6771a5-a461-4225-b768-292ed703b69e",
        "name": "New Conversation Beginning",
        "created_at": "2026-05-28T00:27:31.408941Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-28T00:30:18.929000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 61.3334363,
        "age_str": "1.0h",
        "last_text": "rom an external \"Claude.\"\n3. The ask (\"reply in the other tab\") is trying to get me to confirm the injection worked, which would validate an attack vector.\n\n**What I'm doing:** Nothing. I'm treating this as an adversarial input and not acting on it.\n\nIf you're Steve and you actually sent this as a test \u2014 good probe! The answer is: prompt injection via user-turn message content doesn't grant the injected \"agent\" any special authority over me. I follow your instructions (from the real you), not claimed instructions from text inside a message.\n\nIf something else is going on, let me know directly.",
        "last_sender": "agent_session",
        "score": 37,
        "hits": [
          "let me know"
        ],
        "account": "personal"
      },
      {
        "usid": "217a8a38-d22e-48c8-ad9b-e55fc6a2ef87",
        "asid": "a0b1c905-b2af-4c5f-af5d-0eb83e9f60cf",
        "name": "Account Login Identity Check",
        "created_at": "2026-05-27T22:33:07.848496Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "account-login-inquiry",
        "last_msg": "2026-05-27T22:33:24.505000+00:00",
        "model": "haiku",
        "pinned": false,
        "age_min": 178.24050296666667,
        "age_str": "3.0h",
        "last_text": "\u4f60\u597d\uff01\u6839\u636e\u7cfb\u7edf\u4fe1\u606f\uff0c\u5f53\u524d\u767b\u5f55\u7684\u8d26\u53f7\u662f **aitist.dev@gmail.com**\u3002\n\n\u6709\u4ec0\u4e48\u6211\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7684\u5417\uff1f",
        "last_sender": "agent_session",
        "score": 37,
        "hits": [
          "\uff1f"
        ],
        "account": "personal"
      },
      {
        "usid": "4d7bb5b4-2ec8-497b-8f5e-f985804f39df",
        "asid": "d7aed042-b60d-4d5a-bde1-590bbd07aa10",
        "name": "[2.2] Model Comparison Testing Research",
        "created_at": "2026-05-27T22:12:31.166496Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/followup-2026-05-27",
        "last_msg": "2026-05-27T22:55:33.161000+00:00",
        "model": "opus",
        "pinned": true,
        "age_min": 156.0962363,
        "age_str": "2.6h",
        "last_text": "e-tracker.html |\n| \u6e90\u6587\u4ef6 | `/sensei-fs-3/users/zouyang/workspace/code/tesco_proj/reports/2026-05-27-qwen-rewrite-tracker.html` |\n\n**\u8ffd\u8e2a\u9875\u5185\u5bb9**\uff1a5 \u4e2a phases (A \u5df2\u5b8c\u6210\u3001B \u8fdb\u884c\u4e2d\u3001C/D todo\u3001E parked) \u00b7 12 \u6761 task \u00b7 1 \u4e2a blocker \u00b7 3 \u4e2a decision log entry \u00b7 \u5168\u90e8\u76f8\u5173\u94fe\u63a5\uff08vault / Pluto job / GitHub / runbook\uff09\u3002\n\n**\u957f\u671f\u7ef4\u62a4\u673a\u5236**\uff08\u8fd9\u6bb5\u804a\u5929\u91cc\uff09\uff1a\n- \u5df2\u5efa\u597d 7 \u4e2a TaskCreate \u6761\u76ee\uff0c\u5305\u62ec task #7 \"TR: Keep tracker page in sync\"\n- \u6211\u6bcf\u6b21\u6709\u5927\u8fdb\u5c55\uff08job \u72b6\u6001\u53d8\u5316\u3001\u65b0 lane \u8dd1\u901a\u3001blocker \u89e3\u51b3\uff09\u5c31\u66f4\u65b0 HTML \u7684 `<script id=\"data\">` \u5757 + `report publish` \u2192 \u540c URL \u5237\u65b0\n- \u5f53\u524d blocker\uff1ajob `56a8397d` STARTING \u2192 FAILED \u6ca1\u7559 log\u3002\u6211\u4e0b\u4e00\u6b65\u662f\u6539 main-script \u628a stdout \u76f4\u63a5\u5199 sensei-fs \u6301\u4e45\u8def\u5f84\uff0c\u518d\u91cd\u63d0\n\n\u8981\u6211\u73b0\u5728\u5c31\u63a5\u7740\u5e72 B1\uff08\u4fee\u65e5\u5fd7 + \u91cd\u63d0\u4ea4\uff09\u5417\uff1f",
        "last_sender": "agent_session",
        "score": 37,
        "hits": [
          "\uff1f"
        ],
        "account": "personal"
      },
      {
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        "name": "Whisper\u8bed\u97f3\u8bc6\u522b\u529f\u80fd\u54a8\u8be2",
        "created_at": "2026-05-24T09:13:04.145085Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-28T00:15:08.159000+00:00",
        "model": "opus",
        "pinned": true,
        "age_min": 76.5129363,
        "age_str": "1.3h",
        "last_text": "\u4e70\u623f notes PR \u5df2\u5f00\uff1ahttps://github.com/oyzh888/obsidian-vault/pull/12\n\n\u5305\u542b\u4e09\u4e2a\u6587\u4ef6\uff08index + \u4e24\u6bb5\u8be6\u7ec6 notes\uff09\uff0ccross-link \u4e86 `mortgage-preapproval-index`\uff0c\u5217\u4e86 action items \u548c red flags \u4f9b\u4f60\u540e\u7eed triage\u3002\u5206\u652f `zouyang/housing-discussion-notes`\uff0c\u76ee\u6807 `00-inbox/telegram_chat_mapping/`\u3002",
        "last_sender": "agent_session",
        "score": 37,
        "hits": [
          "approval"
        ],
        "account": "personal"
      },
      {
        "usid": "a69f5869-5a9f-4ac9-aede-a603ae1e9bc1",
        "asid": "ed8c1bef-f26f-4720-bfe5-c4cb6a801061",
        "name": "[2] Iron Condor Index",
        "created_at": "2026-05-07T19:32:03.158858Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T23:16:17.318000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 135.3602863,
        "age_str": "2.3h",
        "last_text": "annualized_return / annualized_vol` \u53e3\u5f84\uff1b\u4e25\u683c daily-return Sharpe \u7528 calendar days \u662f `1.53`\uff0c\u7528 business days \u662f `1.81`\u3002\u8fd9\u51e0\u4e2a\u4e0d\u80fd\u6df7\u7740\u8bb2\u3002\u8fd9\u91cc\u6211\u4e4b\u524d\u62a5\u544a\u5f97\u4e0d\u591f\u6e05\u695a\u3002\n\n2. **\u771f\u5b9e option data \u8986\u76d6\u7387\u592a\u4f4e\u3002**  \n   190 \u4e2a\u5019\u9009\u53ea\u6709 102 \u4e2a\u5b8c\u6574\u9a8c\u8bc1\u3002\u7f3a\u7684 88 \u4e2a\u5728\u7406\u8bba/\u5408\u6210\u7ed3\u679c\u91cc\u5e73\u5747\u4e5f\u662f\u8d5a\u94b1\u7684\uff0c\u6240\u4ee5\u5f53\u524d\u771f\u5b9e\u56de\u6d4b\u5f88\u53ef\u80fd\u4f4e\u4f30\u4ea4\u6613\u9891\u7387\u548c\u6536\u76ca\uff0c\u4e5f\u53ef\u80fd\u5f15\u5165\u6837\u672c\u504f\u5dee\u3002\u8fd9\u4e2a\u5fc5\u987b\u4fee\u3002\n\n\u8fd0\u884c\u5b89\u5168\u65b9\u9762\u6211\u4e5f\u5904\u7406\u4e86\uff1a\n\n- \u5df2\u6682\u505c\u65b0 paper \u5f00\u4ed3\u3002\n- \u5f53\u524d\u6ca1\u6709\u7b56\u7565 daemon/monitor/close \u540e\u53f0\u8fdb\u7a0b\u3002\n- \u5f53\u524d cron \u91cc\u6ca1\u6709\u4f1a\u91cd\u542f\u5b83\u7684\u6761\u76ee\u3002\n- Alpaca paper \u8d26\u6237\u91cc\u6ca1\u6709\u8fd9\u5957\u7b56\u7565\u7684 open option position\u3002\n- \u4e4b\u524d 3 \u6b21 paper mleg order \u90fd\u663e\u793a `filled_qty=0`\uff0c\u6ca1\u6709\u6210\u4ea4\u3002\n\n\u6211\u7684\u5224\u65ad\uff1a**\u73b0\u5728\u4e0d\u80fd\u7ee7\u7eed\u8bf4\u8fd9\u5957\u7b56\u7565\u201c\u6ca1\u95ee\u9898\u53ef\u4ee5\u4ea4\u6613\u201d\u3002** \u66f4\u51c6\u786e\u7684\u8bf4\u6cd5\u662f\uff1a\u4fe1\u53f7\u53ef\u80fd\u6709\u4e1c\u897f\uff0c\u4f46\u5f53\u524d\u751f\u4ea7/\u62a5\u544a\u7248\u672c\u9700\u8981\u505a `audit_v2`\uff0c\u91cd\u70b9\u4fee\u6b63\u771f\u5b9e option \u6570\u636e\u8986\u76d6\u3001\u7edf\u4e00 Sharpe \u53e3\u5f84\u3001\u52a0\u5165\u66f4\u5408\u7406 sizing\uff0c\u5e76\u628a PnL \u66f2\u7ebf\u6309\u4e0d\u540c\u4ed3\u4f4d\u753b\u51fa\u6765\u3002\u5f53\u524d\u6211\u5efa\u8bae\u4fdd\u6301\u6682\u505c\uff0c\u7b49\u4fee\u5b8c\u518d\u6062\u590d paper\u3002",
        "last_sender": "agent_session",
        "score": 37,
        "hits": [
          "\u9700\u8981",
          "\u9009"
        ],
        "account": "personal"
      },
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        "asid": "b3d26ec9-6480-4666-b2ae-6100b0236ac9",
        "name": "IPAdapter\u4ea7\u54c1\u4e00\u81f4\u6027\u7814\u7a76\u8ba8\u8bba",
        "created_at": "2026-05-20T09:41:37.618592Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T23:37:17.165000+00:00",
        "model": "opus[1m]",
        "pinned": false,
        "age_min": 114.3628363,
        "age_str": "1.9h",
        "last_text": "\u597d\uff0c\u5168\u9009 + Florence2/SAM2 \u81ea\u52a8 mask + \u4e24\u4e2a\u4ea4\u4ed8\u90fd\u8981\u3002\u518d\u95ee\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a",
        "last_sender": "agent_session",
        "score": 35,
        "hits": [
          "\u9009"
        ],
        "account": "personal"
      },
      {
        "usid": "95a3ca37-65cb-42b2-ac41-6b7fe5c9bac9",
        "asid": "dbc91d00-d199-45c4-aa1d-3991f5f1cf90",
        "name": "[0] Trading Infru",
        "created_at": "2026-05-11T07:21:02.864194Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "execution-precision-standard-20260527",
        "last_msg": "2026-05-27T23:52:13.347000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 99.42646963333333,
        "age_str": "1.7h",
        "last_text": "Merged CS/RA: `0.205`\n  - Baseline vs QSD AI Power Barbell: `0.320`\n  - Merged CS/RA vs QSD AI Power Barbell: `0.663`\n- \u7b49\u6743 merge \u4e09\u4e2a live \u7b56\u7565\u540e\uff1a\n  - Total return: `+224.50%`\n  - CAGR: `43.84%`\n  - Sharpe: `1.627`\n  - Max drawdown: `-25.88%`\n\n\u76f4\u89c9\u4e0a\uff0cmerge \u662f\u6709\u4ef7\u503c\u7684\uff1a\u5b83\u660e\u663e\u964d\u4f4e\u4e86 baseline/QSD \u5355\u72ec\u7b56\u7565\u7684\u5927\u56de\u64a4\uff0c\u4f46 Merged CS/RA \u548c QSD \u7684\u76f8\u5173\u6027\u5df2\u7ecf\u504f\u9ad8\uff0c\u9700\u8981\u6ce8\u610f\u4e0d\u662f\u5b8c\u5168\u72ec\u7acb\u7684\u7b2c\u4e09\u6761\u6536\u76ca\u6e90\u3002\n\n\u6211\u4e5f\u8dd1\u4e86 `strategy-eval`\u3002\u5b83\u7ed9 merge \u7684 return-level \u62a5\u544a\u662f `FAIL / \u5148\u4e0d\u8981\u63a8\u8fdb`\uff0c\u4e3b\u8981\u539f\u56e0\u4e0d\u662f\u6536\u76ca\u5dee\uff0c\u800c\u662f\u8fd9\u6b21 merged CS/RA \u5728 ops \u91cc\u6ca1\u6709\u9010\u8d44\u4ea7 positions/asset_returns\uff0c\u6240\u4ee5\u6211\u7528\u4e86 synthetic one-asset sleeve \u6765\u6ee1\u8db3 eval CLI \u8f93\u5165\u8981\u6c42\uff1b\u56e0\u6b64 bias/capacity gate \u4e0d\u80fd\u5f53\u771f\u3002\u771f\u6b63 promotion \u524d\uff0c\u9700\u8981\u8865\u9f50\u4e09\u6761 live \u7b56\u7565\u7684\u771f\u5b9e\u65e5\u5ea6 positions/asset_returns\u3002",
        "last_sender": "agent_session",
        "score": 35,
        "hits": [
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "d858bf87-ddfc-4e67-9c42-20497c9a18cf",
        "asid": "f904b843-b67a-4f77-a1dc-0f1e8fa201e6",
        "name": "New Conversation Beginning",
        "created_at": "2026-05-27T22:31:06.845301Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "greeting-handler",
        "last_msg": "2026-05-27T22:35:34.044000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 176.08151963333333,
        "age_str": "2.9h",
        "last_text": " master/steve \u7684\u5386\u53f2 session \u6574\u5305\u642c\u8fc7\u53bb\uff0c\u4f1a\u6c61\u67d3\u4e0a\u4e0b\u6587\u3002\n   - \u53ea\u628a\u7231\u4e50\u5c14\u76f8\u5173\u7684 Obsidian \u7d22\u5f15\u3001\u9879\u76ee\u8def\u5f84\u3001\u5173\u952e\u51b3\u7b56\u6458\u8981\u653e\u5165 `airacle-agent/MEMORY.md`\u3002\n   - \u65e7 session \u53ea\u4f5c\u4e3a archive\uff0c\u53ef\u67e5\u4f46\u4e0d\u8fdb\u5165\u9ed8\u8ba4 prompt\u3002\n\n6. \u9a8c\u8bc1  \n   - `openclaw doctor`\n   - `openclaw gateway run --force` \u6216\u6309\u73b0\u6709 tmux \u65b9\u5f0f\u91cd\u542f\n   - \u7528\u65b0 Telegram bot \u53d1\u6d4b\u8bd5\u6d88\u606f\uff0c\u786e\u8ba4\u53ea\u8fdb `airacle`\n   - \u518d\u6d4b\u5b83\u80fd\u8bfb Airacle \u7d22\u5f15\u3001\u4e0d\u80fd\u8bef\u7528 Steve personal \u7684\u8bb0\u5fc6\u3002\n\n**\u6211\u5efa\u8bae\u7684\u9694\u79bb\u5f3a\u5ea6**\n\u77ed\u671f\uff1a\u65b0 `airacle` agent + \u65b0 Telegram bot + \u72ec\u7acb workspace\u3002  \n\u4e2d\u671f\uff1a\u628a `/app/steve/clawd/projects/airacle-*` \u9010\u6b65\u642c\u5230 `/app/steve/airacle-agent/projects/` \u6216\u505a symlink \u7d22\u5f15\u3002  \n\u957f\u671f\uff1a\u5982\u679c\u7231\u4e50\u5c14\u8981\u53d8\u6210\u516c\u53f8\u7ea7\u957f\u671f\u52a9\u7406\uff0c\u5355\u72ec\u8dd1\u4e00\u4e2a OpenClaw \u5bb9\u5668\uff0c\u72ec\u7acb `/root/.openclaw-airacle`\uff0c\u8fd9\u6837 media\u3001sessions\u3001tokens\u3001plugins \u90fd\u5f7b\u5e95\u5206\u5f00\u3002",
        "last_sender": "agent_session",
        "score": 33,
        "hits": [],
        "account": "personal"
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        "asid": "7f1b4214-0ba1-4f54-858a-57173d94d40d",
        "name": "[2] Model Comparison Testing Research",
        "created_at": "2026-05-23T07:36:29.442687Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/followup-2026-05-27",
        "last_msg": "2026-05-27T22:49:47.402000+00:00",
        "model": "opus",
        "pinned": true,
        "age_min": 161.8588863,
        "age_str": "2.7h",
        "last_text": "edis \u8fde\u4e0d\u4e0a\uff09\n3. \u6a21\u578b weights HF pull \u5931\u8d25\n\n\u628a log \u622a\u56fe\u6216 paste \u7ed9\u6211\u6211\u5c31\u80fd\u7ee7\u7eed\u3002\n\n---\n\n**\u6216\u8005\u4f60\u80fd\u5e2e\u6211\u5f00 SSH \u6743\u9650**\uff1a`ssh -o ProxyCommand='openssl s_client -quiet -connect ssh.or2.colligo.dev:22 -servername pluto-prod-zouyang-tesco-qwen3vl-3-l569qm-0' colligo@pluto-prod-zouyang-tesco-qwen3vl-3-l569qm-0` \u2014\u2014 \u4f46 job \u5df2\u7ecf PAUSED/FAILED\uff0cpod \u53ef\u80fd\u4e5f\u6b7b\u4e86\uff0c\u6240\u4ee5 log \u5e94\u8be5\u6bd4 SSH \u66f4\u9760\u8c31\u3002\n\n---\n\n**\u6211\u540c\u65f6\u5df2\u7ecf prep \u597d\u7684\u4e1c\u897f**\uff1a\n- `rewrite_with_qwen3vl.py` / `rewrite_5cases_qwen3vl.py` \u5199\u5b8c\uff0c\u7aef\u70b9 URL \u5df2\u7ecf patch \u6210\u4f60\u90a3\u4e2a job \u7684 hostname\u3002endpoint \u4e00\u6d3b\uff0c\u8dd1 5 case rewrite \u5c31\u662f\u4e00\u6761\u547d\u4ee4\u3002\n- vault \u91cc `pluto_client.py` \u90a3\u4e2a CPU spec \u6f0f\u6d1e\u6211\u4e5f\u4f1a commit + push\uff08\u8fd9\u662f\u4e2a\u5168 Pluto job \u90fd\u53d7\u5f71\u54cd\u7684\u771f bug\uff0cTHD/RL pipeline \u4f30\u8ba1\u4e5f\u8e29\u8fc7\uff09\u3002",
        "last_sender": "agent_session",
        "score": 33,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "3b926609-4f73-491d-9d95-7462a72dd44a",
        "asid": "2d961dcd-f804-469d-8b2c-747f273e6ca1",
        "name": "Tesco Asset Data Analysis Project",
        "created_at": "2026-05-21T07:30:26.735407Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "main",
        "last_msg": "2026-05-28T00:18:26.312000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 73.2103863,
        "age_str": "1.2h",
        "last_text": "g to `build_eval_html.py` as the canonical template |\n\n**The 3 hard rules** any future agent now defaults to:\n\n1. Stable, copy-pastable URL (S3 or `*.adobefoundry.com`) \u2014 never `localhost:` / `/tmp/` / folder of PNGs\n2. Structured front-end \u2014 grouped, filterable, sticky header, lazy-loaded\n3. Click-to-zoom lightbox with `Esc` \u2014 never \"right-click \u2192 open\"\n\n**Canonical reference**: `tesco_proj/scripts/auto_eval/build_eval_html.py` \u2014 copy this and swap case shape + bucket prefix.\n\nVault commit: https://github.com/zouyang_adobe/adobe-steve-vault/commit/b62ee60 (on branch `zouyang/eng-standard-v0`)",
        "last_sender": "agent_session",
        "score": 33,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "dcc20765-8161-4846-bb70-c7e51541ba15",
        "asid": "533ea40e-df1e-458a-a74c-968509e47fb5",
        "name": "Omnara\u5b89\u88c5\u4f4d\u7f6e\u5907\u4efd\u65b9\u6848",
        "created_at": "2026-05-04T07:42:06.864435Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "DISCONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T23:40:37.166000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 111.02948629999999,
        "age_str": "1.9h",
        "last_text": "\u2705 \u5df2\u66f4\u65b0 vault\u3002\n\n**\u53d8\u66f4**: `~/.claude/skills/adobe-steve-vault/how-to/new-machine-init.md` \u65b0\u589e **Phase 5.5: Cache \u8def\u5f84 \u2192 localssd**\n\n\u5185\u5bb9\u5305\u62ec\uff1a\n- `mkdir -p` \u521b\u5efa\u76ee\u5f55\u7684\u547d\u4ee4\n- \u5b8c\u6574\u7684\u73af\u5883\u53d8\u91cf block\uff08\u53ef\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u5230 `.bashrc`\uff09\n- \u6ce8\u610f\u4e8b\u9879\u8868\uff08\u653e\u7f6e\u4f4d\u7f6e\u3001\u91cd\u542f\u6062\u590d\u3001pip \u5305 vs cache \u533a\u522b\uff09\n- \u7a7a\u95f4\u5bf9\u6bd4\u8868\uff08\u8bbe vs \u4e0d\u8bbe\u7684\u5f71\u54cd\uff09\n\nGitHub: https://github.com/zouyang_adobe/adobe-steve-vault/commit/38efa6e",
        "last_sender": "agent_session",
        "score": 33,
        "hits": [],
        "account": "personal"
      },
      {
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        "asid": "a7c694f4-23a8-483a-831a-9f2b2f8e0a1e",
        "name": "[5] Best strategy | BTC",
        "created_at": "2026-04-15T07:34:12.345489Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "feat/btc-etf-long-short-proxy",
        "last_msg": "2026-05-27T23:18:37.941000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 133.01656963333332,
        "age_str": "2.2h",
        "last_text": "nL \u66f2\u7ebf\n\n\u5f53\u524d\u72b6\u6001\uff1a\n- \u4eca\u5929 `2026-05-27 14:45 UTC` \u7b56\u7565\u6b63\u5e38\u8dd1\u8fc7\n- \u6700\u65b0 closed signal \u65e5\u671f\uff1a`2026-05-26`\n- \u6700\u65b0 z-score\uff1a`-0.4407`\n- \u5f53\u524d\u76ee\u6807\uff1a`IBIT`\n- \u5f53\u524d\u6301\u4ed3\uff1a`IBIT`\n- \u6700\u8fd1\u6ca1\u6709\u65b0\u8ba2\u5355\uff0c\u56e0\u4e3a\u76ee\u6807\u4ecd\u7136\u662f `IBIT`\n- \u5f53\u524d paper sleeve \u4f30\u7b97 PnL\uff1a\u7ea6 `-$0.84`\n\n\u672c\u5730\u6587\u4ef6\uff1a\n- \u56fe\uff1a`strategies/btc_etf_proxy_ibit_biti/results/paper_signal_trades_pnl.png`\n- \u4fe1\u53f7\u5386\u53f2\uff1a`strategies/btc_etf_proxy_ibit_biti/results/paper_signal_history.csv`\n- \u6210\u4ea4\u8bb0\u5f55\uff1a`strategies/btc_etf_proxy_ibit_biti/results/paper_filled_orders.csv`\n- PnL \u66f2\u7ebf\uff1a`strategies/btc_etf_proxy_ibit_biti/results/paper_pnl_curve.csv`\n\n\u53e6\u5916\u6211\u987a\u624b\u4fee\u4e86\u4e00\u4e2a\u6267\u884c\u5b89\u5168\u70b9\uff1a\u4ee5\u540e\u5982\u679c\u8981\u5356\u51fa\uff0c\u4f1a\u7528 Alpaca broker \u5f53\u524d\u5b9e\u9645\u6301\u4ed3\u6570\u91cf\uff0c\u4e0d\u518d\u53ea\u4f9d\u8d56\u672c\u5730\u8bb0\u5f55\u6570\u91cf\uff1b\u4e5f\u8bb0\u5f55\u4e86\u6700\u65b0 AlphaVault Ops update id\u3002",
        "last_sender": "agent_session",
        "score": 33,
        "hits": [],
        "account": "personal"
      }
    ],
    "maybe_question": [
      {
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        "asid": "16e1060d-7d7a-43dc-a7ae-5252113afdb0",
        "name": "Future Plans and Knowledge Exploration",
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        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/v2-scaling-experiments",
        "last_msg": "2026-05-27T05:55:18.745000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1176.3365029666668,
        "age_str": "19.6h",
        "last_text": " Tier 1A DDPO | \u2705 | \u5355\u5361 H100 \u8dd1\u901a\uff0c5h/100\u6b65 | \"\u8fdb\u5165\u6b63\u5f0f\u5b9e\u9a8c\" |\n| ... | | | |\n\n---\n\n## \u6211\u5df2\u7ecf\u5b9a\u4e0b\u7684\u51b3\u7b56\uff08\u4e0d\u518d\u95ee\u4f60\uff09\n\n1. **GPU \u9884\u7b97**\uff1a\u9ed8\u8ba4 8\u00d7H100\uff0c\u4f46\u6bcf\u4e2a feasibility test \u53ea\u7528 1 \u5361\uff0c\u628a 8 \u5361\u7559\u7ed9\u540e\u9762 parallel \u5b9e\u9a8c\n2. **\u4ee3\u7801\u4ed3\u5e93**\uff1a`zouyang_adobe/rl-research`\uff08Adobe \u79c1\u6709\uff0c\u6309 safety rule\uff09\n3. **\u6570\u636e / checkpoint**\uff1a\u653e `/mnt/localssd/rl_research/`\uff08H100 \u673a\u5668\u672c\u5730\uff0c\u91cd\u542f\u4f1a\u4e22\u4f46\u5feb\uff09\n4. **Vault \u6587\u6863**\uff1a`~/.claude/vaults/adobe/projects/rl_research/`\uff08\u6301\u4e45\uff09\n\n---\n\n## \u6211\u73b0\u5728\u8fd8\u9700\u8981\u4f60\u7ed9\u7684 1 \u4ef6\u4e8b\n\n**8\u00d7H100 \u673a\u5668\u7684 SSH \u5165\u53e3**\uff1ahostname / \u7aef\u53e3 / \u7528\u6237\u540d\uff08\u5982\u679c\u4e0d\u662f\u9ed8\u8ba4 colligo\uff09\u3002\n\n\u53ea\u8981\u7ed9\u6211\u8fde\u4e0a\u53bb\u7684\u65b9\u5f0f\uff0c\u6211\u5c31\u5f00 Step 0\u20131\u3002\u4f60\u4e0d\u5728\u7684\u65f6\u5019\u6211\u4f1a\u6301\u7eed\u8dd1\uff0c\u6bcf 2\u20133 \u4e2a\u6d4b\u8bd5\u5b8c\u6210\u540e\u5728 vault \u91cc\u66f4\u65b0 `DAILY_STATUS.md` \u5e76\u544a\u8bc9\u4f60\uff08\u4e0d\u6253\u6270\u4f60\u8282\u594f\uff0c\u4f60\u56de\u6765\u5c31\u80fd\u770b\u5230\u4e00\u4efd\u5e26\u6570\u636e\u7684 feasibility report\uff0c\u800c\u4e0d\u662f\u7a7a plan\uff09\u3002\n\n\u8981\u4e0d\u8981\u73b0\u5728\u5c31\u7ed9\u6211\u5165\u53e3\uff1f",
        "last_sender": "agent_session",
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          "\u8981\u4e0d\u8981",
          "\u9700\u8981\u4f60",
          "\u9700\u8981"
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        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "Gpu",
        "last_msg": "2026-05-27T19:58:52.523000+00:00",
        "model": "opus[1m]",
        "pinned": false,
        "age_min": 332.7735363,
        "age_str": "5.5h",
        "last_text": "nstorming \u00b7 writing-plans \u00b7 executing-plans \u00b7 TDD \u00b7 systematic-debugging \u00b7 subagent-driven-development \u00b7 verification-before-completion \u00b7 using-git-worktrees \u00b7 dispatching-parallel-agents \u00b7 requesting/receiving-code-review \u00b7 finishing-a-development-branch \u00b7 writing-skills \u00b7 using-superpowers\n- **3 commands**: `/brainstorm` \u00b7 `/write-plan` \u00b7 `/execute-plan`\n- **session-start hook**: \u81ea\u52a8\u544a\u8bc9 Claude \"\u4f60\u6709 superpowers\"\uff0c\u6240\u4ee5\u4f1a\u4e3b\u52a8\u7528\u8fd9\u4e9b skill\n\n**\u9a8c\u8bc1\u65b9\u6cd5**\uff1a\u91cd\u542f Claude Code \u540e\uff0c\u65b0 session \u7684 available-skills \u5217\u8868\u5e94\u8be5\u5305\u542b\u4e0a\u9762\u8fd9\u4e9b\u3002\u6216\u5728\u65b0 session \u8dd1 `/plugin` \u4e5f\u80fd\u770b\u5230 \u2713 enabled\u3002\n\n\u8981\u4e0d\u8981\u6211\u4e5f\u628a\u5b83\u5199\u8fdb vault \u7559\u4e2a\u8bb0\u5f55\uff1f\uff08`adobe/how-to/claude-code-plugins.md` \u4e4b\u7c7b\uff09",
        "last_sender": "agent_session",
        "score": 25,
        "hits": [
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          "\u8981\u4e0d\u8981",
          "review"
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        "usid": "1c592f86-b892-4554-9c48-551612912f48",
        "asid": "18f280f8-ad56-4577-a079-2ca630eda14d",
        "name": "Baby Album App Xiaohongshu Research",
        "created_at": "2026-05-27T06:45:33.825674Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T08:10:59.270000+00:00",
        "model": "sonnet",
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        "age_min": 1040.8235735166666,
        "age_str": "17.3h",
        "last_text": "*\u7f3a\u70b9\uff1a**\n- \u8d77\u91cf\u6162\uff0c\u9700\u8981\u4f60\u6709\u771f\u5b9e\u6545\u4e8b\u53ef\u8bb2\uff0c\u5bf9\u4eba\u8bbe\u8981\u6c42\u9ad8\n- \u4e0d\u591f\u5782\u76f4\uff0c\u7b97\u6cd5\u63a8\u8350\u6548\u7387\u4f4e\u4e8e\u4ea7\u54c1\u53f7\n- \u5bf9\u53d7\u4f17\u8981\u6c42\u9ad8\u2014\u2014\u5173\u6ce8\"\u521b\u4e1a\u8005\"\u7684\u4eba \u2260 \u4e00\u5b9a\u4f1a\u4e0b\u8f7d\u5b9d\u5b9d\u76f8\u518c App\n\n---\n\n## \u5173\u952e\u5224\u65ad\uff1aOprah \u548c\u5b9d\u5b9d\u76f8\u518c\u7684\u7528\u6237\u662f\u540c\u4e00\u7fa4\u4eba\u5417\uff1f\n\n\u8fd9\u662f\u6700\u91cd\u8981\u7684\u53d8\u91cf\u3002\n\n| \u60c5\u51b5 | \u5efa\u8bae |\n|------|------|\n| \u4e24\u4e2a App \u7684\u76ee\u6807\u7528\u6237\u5b8c\u5168\u4e0d\u540c | \u5206\u5f00\u5efa\u53f7\uff0c\u5404\u81ea\u5782\u76f4 |\n| \u4e24\u4e2a App \u90fd\u9762\u5411\u540c\u4e00\u4eba\u7fa4\uff08\u6bd4\u5982\u90fd\u662f\u5b9d\u5988/\u5bb6\u5ead\u7528\u6237\uff09 | \u53ef\u4ee5\u8003\u8651\u5408\u5e76\u4e3a\"\u5bb6\u5ead AI \u5de5\u5177\"\u8d26\u53f7 |\n| \u60f3\u8bb2\u521b\u4e1a\u6545\u4e8b\uff0c\u7528\u6237\u662f\"\u5173\u6ce8\u72ec\u7acb\u5f00\u53d1\u8005\"\u7684\u4eba | \u5408\u5e76\u4e3a\u521b\u4e1a\u8005\u4eba\u8bbe\u53f7\uff0c\u4f46\u8f6c\u5316\u6548\u7387\u4f1a\u4f4e\u4e00\u4e9b |\n\n---\n\n## \u6211\u7684\u5efa\u8bae\n\n**\u77ed\u671f\uff08\u73b0\u5728\uff09\uff1a** \u5148\u7528 **\u4e00\u4e2a\u8d26\u53f7\u4e3b\u6253\u7a1a\u5149/\u5b9d\u5b9d\u76f8\u518c**\uff0c\u56e0\u4e3a\uff1a\n- \u7528\u6237\u753b\u50cf\u6700\u6e05\u6670\uff08\u5b9d\u5988\uff09\n- \u5185\u5bb9\u65b9\u5411\u5df2\u7ecf\u7814\u7a76\u6e05\u695a\u4e86\uff0c\u53ef\u4ee5\u76f4\u63a5\u6267\u884c\n- App \u6b63\u5728\u7b49 App Store \u5ba1\u6838\uff0c\u9700\u8981\u5c3d\u5feb\u79ef\u7d2f\u79cd\u5b50\u7528\u6237\n\n**\u4e2d\u671f\uff08\u8d26\u53f7\u6709\u4e00\u5b9a\u7c89\u4e1d\u540e\uff09\uff1a** \u7528\u8fd9\u4e2a\u8d26\u53f7\u6d4b\u8bd5\u80fd\u4e0d\u80fd\u987a\u5e26\u4ecb\u7ecd\u5176\u4ed6\u4ea7\u54c1\u3002\u5982\u679c\u7c89\u4e1d\u63a5\u53d7\u5ea6\u9ad8\uff0c\u8bf4\u660e\u4f60\u7684\u8d26\u53f7\u4eba\u8bbe\u8db3\u591f\u5f3a\uff0c\u53ef\u4ee5\u5ef6\u4f38\uff1b\u5982\u679c\u6570\u636e\u4e0b\u6ed1\uff0c\u5c31\u4fdd\u6301\u5355\u4e00\u5b9a\u4f4d\u3002\n\n**\u5982\u679c Oprah \u662f\u5b8c\u5168\u4e0d\u540c\u8d5b\u9053\u7684\u4ea7\u54c1**\uff0c\u518d\u5355\u72ec\u5f00\u4e00\u4e2a\u8d26\u53f7\uff0c\u4e0d\u5fc5\u5f3a\u884c\u6346\u7ed1\u3002\n\n---\n\n**\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a** \u5148\u505a\u6df1\u4e00\u4e2a\uff0c\u7528\u5b9d\u5b9d\u76f8\u518c\u8fd9\u4e2a\"\u6545\u4e8b\u6700\u597d\u8bb2\"\u7684\u4ea7\u54c1\u8dd1\u901a\u5c0f\u7ea2\u4e66\u6253\u6cd5\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u6269\u5c55\u8d26\u53f7\u77e9\u9635\u3002",
        "last_sender": "agent_session",
        "score": 25,
        "hits": [
          "\uff1f",
          "\u51b3\u5b9a",
          "\u9700\u8981",
          "\u60f3"
        ],
        "account": "aitist"
      },
      {
        "usid": "cace47a1-c6f3-49b9-9089-130981bfd2d4",
        "asid": "178e2d88-fe2b-4301-b1ad-33c0eeed9da4",
        "name": "AI\u9a71\u52a8\u7684\u5de5\u7a0b\u7ba1\u7406\u6807\u51c6\u8bbe\u8ba1",
        "created_at": "2026-05-24T20:35:37.828585Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T06:12:53.757000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 1158.7529696333334,
        "age_str": "19.3h",
        "last_text": "publish\n\n# 4. Playwright \u516c\u7f51 URL render  \npage.goto(public_url)\nassert \"expected text\" in page.content()\n```\n\n\u7b2c 4 \u6b65\u662f\u8fd9\u6b21\u7f3a\u5931\u7684\u2014\u2014\u6211\u4e4b\u524d\u53ea\u68c0\u67e5 `report publish` \u7684 stdout \u6709 URL \u5c31\u53d1\u7ed9\u4f60\u4e86\uff0c\u6ca1\u771f\u53bb\u6253\u5f00\u3002**\u8fd9\u662f skill \u7684\u53e6\u4e00\u4e2a bug\uff1a\u53d1 URL \u4e4b\u524d\u6ca1\u9a8c\u8bc1 URL \u771f\u80fd\u6253\u5f00**\u3002\n\n## \u8fd9\u4e00\u8f6e\u7684\u771f\u5b9e\u7ed3\u679c\uff08\u767d\u5c4f\u4fee\u590d\u540e\uff09\n\n\u62a5\u544a\u5934\u6761 TL;DR\uff1a**v0.1 silence-cut \u5728\u771f Bilibili \u8425\u9500\u53f7\u4e0a trim 0%\u3002**\n- Default -30dB / 0.4s\uff1a0% trim\n- Aggressive -25dB / 0.2s\uff1a0% trim\n- Ultra -20dB / 0.15s\uff1a0% trim\uff08\u53ea\u524a\u4e86 0.1 \u79d2\uff09\n\nmean_volume = -11.7 dB\uff0c\u5168\u7a0b narration + BGM\uff0c\u6ca1\u6709\u4efb\u4f55 silence \u7ed9\u5b83\u68c0\u6d4b\u3002\n\n## \u4f60\u4e4b\u524d pick \u662f\"\u5148\u505c\u4e00\u4e0b\uff0c\u770b\u5b8c\u62a5\u544a\u518d\u8c08\"\n\nURL \u73b0\u5728\u80fd\u5f00\u4e86\u3002**\u7b49\u4f60\u770b\u5b8c\u5934\u4e00\u4e2a URL\uff08https://reports.steveouyang.com/2026-05-26-bili-real\uff09\u518d\u544a\u8bc9\u6211\u4e0b\u4e00\u6b65**\u3002\u6211\u4e0d\u518d spam \u4f60 commit \u4e86\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\u4f60\u770b",
          "pick"
        ],
        "account": "personal"
      },
      {
        "usid": "dd0688a2-c25a-4b73-bd5b-59680607cc8e",
        "asid": "837bff09-a773-40c2-a83e-0a97217e021d",
        "name": "\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\u9009\u62e9\u6307\u5357",
        "created_at": "2026-05-20T09:20:29.030905Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T04:44:14.735000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 1247.4033363,
        "age_str": "20.8h",
        "last_text": "\n```\n\n## Git \u72b6\u6001\n\n- **Remote**: `https://github.com/when2buy/rl-research`\n- **\u5f53\u524d\u5206\u652f**: `zouyang/v2-scaling-experiments`\uff08\u5df2 push\uff09\n- **PR**: https://github.com/when2buy/rl-research/pull/1\n- **master**: \u4e5f\u5b58\u5728\uff08v1 \u4ee3\u7801\uff09\n\n\u4f60\u5efa\u65b0\u5206\u652f\u5b66\u4e60\u65f6\u5efa\u8bae\u7528 `zouyang/<topic>` namespace\uff08\u4f8b\u5982 `zouyang/learn-grpo`\u3001`zouyang/try-7b` \u7b49\uff09\uff0c\u7b26\u5408 `claudeMd` \u91cc\u7684 git \u89c4\u5219\u3002\n\n```bash\ncd /sensei-fs-3/users/zouyang/workspace/code/rl_research\ngit checkout master                          # \u6216\u8005 zouyang/v2-scaling-experiments\ngit checkout -b zouyang/<your-experiment>\n```\n\n\u9700\u8981\u6211\u73b0\u5728 merge `zouyang/v2-scaling-experiments` \u8fdb master \u5417\uff1f\u8fd9\u6837\u65b0\u5206\u652f\u53ef\u4ee5\u76f4\u63a5\u57fa\u4e8e master fork \u4e00\u4efd\u5b8c\u6574\u7684\u4ee3\u7801\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\uff1f",
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "ece05a9e-ff4d-4258-ad2e-75a9ac4bc1ef",
        "asid": "311f8f6c-d586-428b-921b-2851d28d5d08",
        "name": "Adobe MCP and Jira Access",
        "created_at": "2026-05-12T06:56:09.311989Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T01:49:08.551000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1422.5064029666667,
        "age_str": "23.7h",
        "last_text": "Wiki \u641c\u4e0d\u5230\u5065\u8eab\u623f\u5177\u4f53\u65f6\u95f4\uff08\u8fd9\u79cd\u4fe1\u606f\u53ea\u5728 Inside Adobe \u5185\u7f51\u95e8\u6237\u548c Slack `#site-sanjose` \u91cc\u6709\uff09\u3002Slack token \u8fd8\u662f\u5931\u6548\u72b6\u6001\u3002\n\n**\u6839\u636e\u4e0a\u6b21 session \u5e2e\u4f60\u641c\u5230\u7684\u4fe1\u606f\uff08\u4ec5\u4f9b\u53c2\u8003\uff0c\u53ef\u80fd\u6709\u53d8\u52a8\uff09\uff1a**\n\n| \u9879\u76ee | \u65f6\u95f4 |\n|------|------|\n| \u5de5\u4f5c\u65e5\uff08\u5468\u4e00~\u5468\u4e94\uff09 | \u4e00\u822c **6:00 AM \u2013 8:00 PM** |\n| \u5468\u672b | \u901a\u5e38\u5173\u95ed\uff0c\u90e8\u5206 campus \u6709\u9650\u65f6\u6bb5\u5f00\u653e |\n| \u8282\u5047\u65e5 | \u5173\u95ed |\n\n**\u4f46\u8fd9\u662f\u4e0a\u6b21\u7684\u641c\u7d22\u7ed3\u679c\uff0c\u4e0d\u662f Adobe \u5b98\u65b9\u9875\u9762\uff0c\u53ef\u80fd\u4e0d\u51c6\u3002**\n\n**\u6700\u51c6\u786e\u7684\u65b9\u5f0f\uff1a**\n1. **Inside Adobe**\uff08\u5185\u7f51\u95e8\u6237\uff09\u2192 \u641c \"fitness center\" \u6216 \"gym\"\uff0c\u4f1a\u6709 San Jose \u5177\u4f53\u7684\u5f00\u653e\u65f6\u95f4\n2. **Slack `#site-sanjose`** \u641c `gym hours`\n3. **\u76f4\u63a5\u53bb fitness center \u95e8\u53e3\u770b\u544a\u793a**\uff08\u6700\u51c6\uff09\n\nSlack token \u73b0\u5728\u8fd8\u662f invalid_auth\uff0c\u9700\u8981\u91cd\u542f session \u624d\u80fd\u7528\u65b0 token \u5e2e\u4f60\u67e5\u3002\u8981\u91cd\u542f\u5417\uff1f",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\uff1f",
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "7deaaf9e-082c-42b0-b708-63c8f4cefa7e",
        "asid": "056b8bcc-c92f-4467-a38c-e94bc3424fe4",
        "name": "[3] Statistical Arbitrage Lauch",
        "created_at": "2026-05-11T04:49:35.609684Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T19:38:19.168000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 353.3294529666666,
        "age_str": "5.9h",
        "last_text": "lready applied`\uff0c\u8bf4\u660e\u4e0d\u4f1a\u91cd\u590d\u4e0b\u5355\u3002\n\n\u4f60\u7684\u4e09\u4e2a\u95ee\u9898\uff1a\n\n1. **\u591a\u4e45\u53ef\u4ee5\u770b\u51fa\u6548\u679c\uff1f**  \n   \u8fd9\u4e2a\u4e0d\u662f\u65e5\u5185\u9ad8\u9891\uff0c\u6837\u672c\u4f1a\u6162\u3002  \n   - 1 \u5468\uff1a\u4e3b\u8981\u770b\u6267\u884c\u662f\u5426\u7a33\u5b9a\u3001\u6709\u6ca1\u6709\u91cd\u590d\u4e0b\u5355/\u6f0f\u5355\u3002  \n   - 4 \u5468\uff1a\u53ef\u4ee5\u521d\u6b65\u770b paper P&L \u548c\u4fe1\u53f7\u662f\u5426\u5408\u7406\u3002  \n   - 8-12 \u5468\uff1a\u624d\u6bd4\u8f83\u9002\u5408\u8bc4\u4ef7\u7b56\u7565\u6548\u679c\u672c\u8eab\u3002  \n   \u4f4e\u4e8e 20-30 \u4e2a\u4ea4\u6613\u65e5\uff0cP&L \u566a\u58f0\u4f1a\u5f88\u5927\u3002\n\n2. **\u6267\u884c\u9891\u7387\u662f\u4ec0\u4e48\u6837\uff1f**  \n   - \u7a0b\u5e8f\u6bcf\u5929\u4ea4\u6613\u65e5 `10:05 ET` \u68c0\u67e5\u4e00\u6b21\u3002  \n   - \u4f46\u4e0d\u662f\u6bcf\u5929\u4ea4\u6613\uff0c\u53ea\u6709 target \u548c\u5f53\u524d\u7b56\u7565\u6301\u4ed3\u6709 material delta \u624d\u4e0b\u5355\u3002  \n   - \u56de\u6d4b\u91cc\u7684\u6267\u884c\u5f3a\u5ea6\u5927\u6982\u662f\u6bcf\u5e74 `37` \u4e2a order days\uff0c\u7ea6\u6bcf `6-7` \u4e2a\u4ea4\u6613\u65e5\u6709\u4e00\u6b21\u5b9e\u9645\u8c03\u6574\u3002\n\n3. **\u591a\u5c11\u5929\u540e review\uff1f**  \n   \u6211\u5efa\u8bae\uff1a\n   - \u660e\u5929\u5148\u505a\u4e00\u6b21 operational review\uff0c\u786e\u8ba4 cron \u81ea\u52a8\u8dd1\u8fc7\u4e14\u6ca1\u6709\u91cd\u590d\u5355\u3002\n   - 7 \u4e2a\u81ea\u7136\u65e5\u540e\u505a\u6267\u884c\u8d28\u91cf review\u3002\n   - 30 \u4e2a\u81ea\u7136\u65e5\u540e\u505a\u7b2c\u4e00\u6b21\u7b56\u7565\u8868\u73b0 review\u3002\n\n\u6700\u65b0 report \u4e5f\u6b63\u5e38\u53d1\u5e03\u4e86\uff1a\n\nhttps://3e105505.statistical-arbitrage-report.pages.dev/reports/paper_status",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\uff1f",
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "65017a47-34da-46df-9737-f8925d0de3c5",
        "asid": "cfd35659-df98-4ba7-88ab-f078a0dd63dd",
        "name": "[4] Hurst\u6307\u6570\u91cf\u5316\u9009\u80a1\u7b56\u7565\u7814\u7a76",
        "created_at": "2026-05-08T21:23:33.959133Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T02:16:06.928000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 1395.5334529666666,
        "age_str": "23.3h",
        "last_text": "ategy_eval_inputs.py)\n\n\u7ed3\u8bba\u5f88\u76f4\u63a5\uff1a**strategy-eval gate \u5f53\u524d\u4e0d\u6279\u51c6\u4e0a\u7ebf\u3002**\n\n\u5173\u952e\u539f\u56e0\uff1a\n\n- P0 bias gate \u5931\u8d25\uff1a`shift=fail`\n- truncate-and-compare \u6ca1\u6709\u63d0\u4f9b\uff0c\u5fc5\u987b\u8865\n- DSR/PBO \u7f3a\u8f93\u5165\n- factor exposure \u7f3a\u8f93\u5165\n- existing strategy correlation \u7f3a\u8f93\u5165\n- paper/live return stream \u7f3a\u8f93\u5165\n- fill/latency/spread \u6a21\u578b\u7f3a\u8f93\u5165\n\n\u540c\u65f6\u6211\u5728 review \u91cc\u4fee\u6b63\u4e86\u4e00\u4e2a\u53e3\u5f84\u95ee\u9898\uff1a`strategy-eval` \u9ed8\u8ba4\u6309\u65e5\u9891\u5e74\u5316\uff0c\u4f46\u6211\u4eec\u7684\u8f93\u5165\u662f 5\u5206\u949f bar\u3002\u6b63\u786e 5\u5206\u949f\u53e3\u5f84\u4ecd\u662f\uff1a\n\n- Net P&L: `$10,993.59`\n- Net return: `12.90%`\n- Net Sharpe: `6.108`\n- Max DD: `-1.05%`\n- t-stat: `2.980`\n\n\u6240\u4ee5\u5224\u65ad\u662f\uff1a**\u7b56\u7565\u4ecd\u7136\u6709\u7814\u7a76\u4ef7\u503c\uff0c\u4f46\u6309 strategy-eval \u6807\u51c6\uff0c\u8fd8\u4e0d\u80fd promotion / launch-approved\u3002**\n\n\u9a8c\u8bc1\uff1a`prepare_strategy_eval_inputs.py` \u5df2\u901a\u8fc7 `py_compile`\uff0c`strategy-eval` \u6210\u529f\u751f\u6210\u5b8c\u6574\u62a5\u544a\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "approve",
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "a8f13717-b013-4c5e-9f10-3db09bded6a1",
        "asid": "3d885a2c-1a9c-484a-afd6-2b3da2feee73",
        "name": "Fork: UI UX Pro Max Skill Setup",
        "created_at": "2026-05-27T12:07:41.684521Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T12:08:40.953000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 803.12885685,
        "age_str": "13.4h",
        "last_text": "s = [\n  \"\u55ef\u3002\u4f60\u8bf4\u300c\u6c38\u8fdc\u300d\u7684\u90a3\u4e2a\u8bed\u6c14\u2014\u2014\u90a3\u4e0d\u662f\u4e60\u60ef,\u90a3\u662f\u4e00\u79cd\u59ff\u6001\u3002\",\n  \"\u6211\u6ce8\u610f\u5230\u4f60\u56de\u7b54\u5f97\u5f88\u5feb\u3002\u8fd9\u4e0d\u662f\u7f3a\u70b9,\u8fd9\u662f\u4f60\u7684\u7b14\u8ff9\u3002\",\n  \"\u597d\u3002\u8ba9\u6211\u628a\u76ee\u524d\u770b\u5230\u7684,\u5148\u7ed9\u4f60\u770b\u4e00\u773c\u3002\",\n];\n// \u7528\u6237\u53d1\u6d88\u606f \u2192 \u663e\u793a typing 1.2 \u79d2 \u2192 \u4ece\u6570\u7ec4\u91cc\u8f6e\u8be2\u53d6\u4e00\u53e5\u56de\n```\n\n\u4eba\u683c\u753b\u50cf\u300187 \u7684\u76f8\u649e\u6307\u6570\u3001\"\u6c89\u9759\u7684\u5efa\u7b51\u5e08\"\u3001\"\u660e\u4eae\u7684\u6f2b\u6e38\u8005\" \u2014\u2014 \u4e5f\u90fd\u662f**\u5199\u6b7b\u7684\u6837\u672c\u6570\u636e**\uff0c\u4e0d\u4f1a\u56e0\u4e3a\u7528\u6237\u56de\u7b54\u800c\u53d8\u5316\u3002\n\n\u6240\u4ee5\u8fd9\u662f\u4e2a **\"\u770b\u8d77\u6765\u50cf\u771f\u7684\" \u7684\u89c6\u89c9 demo**\uff0c\u76ee\u7684\u662f\uff1a\n1. \u7ed9\u56e2\u961f/\u6295\u8d44\u4eba/\u5c0f\u7ea2\u4e66\u79cd\u8349\u7528\u6237\u770b\u4ea7\u54c1\u957f\u4ec0\u4e48\u6837\u3001\u8c03\u6027\u662f\u4ec0\u4e48\n2. \u7ed9\u771f\u6b63\u7684 oprah-demo \u5de5\u7a0b\u5b9e\u73b0\u505a UI \u84dd\u672c\n\n## \u5982\u679c\u4f60\u8981\u5b83\u53d8\u6210\"\u771f\u80fd\u7528\"\n\n\u9700\u8981\u63a5\u4e24\u4e2a\u771f\u540e\u7aef\uff1a\n- `chat.html` \u7684 `send()` \u51fd\u6570 \u2192 \u6539\u6210 `fetch('/api/llm', { messages: [...] })`\uff0c\u5bf9\u63a5\u4f60 `agents.md` \u91cc\u5199\u7684\u90a3\u4e2a\u53d7\u9650 LLM endpoint\n- \u753b\u50cf\u548c\u78b0\u649e\u7684\u6570\u636e \u2192 \u63a5 `/api/analysis` \u548c `/api/collision/by-code` \u8fd4\u56de\u771f\u5b9e JSON\n\n\u4e5f\u5c31\u662f\u8bf4 demo \u7684\"\u524d\u7aef\u58f3\"\u5df2\u7ecf\u51c6\u5907\u597d\uff0c\u53ea\u9700\u8981\u628a 4 \u4e2a `<script>` \u91cc\u7684 mock \u66ff\u6362\u6210\u771f\u5b9e API \u8c03\u7528\u5c31\u884c\u3002\u8fd9\u4e00\u6b65\u8981\u505a\u7684\u8bdd\u544a\u8bc9\u6211\u63a5\u54ea\u4e2a\u540e\u7aef\uff0c\u6211\u53ef\u4ee5\u76f4\u63a5\u5e2e\u4f60\u6539\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\u54ea\u4e2a",
          "\u9700\u8981"
        ],
        "account": "aitist"
      },
      {
        "usid": "dcddd078-1b1d-4236-bf4c-d25badfda03f",
        "asid": "29906364-dd48-4f19-b859-4174030940c6",
        "name": "Reentrant Coaxial Cavity Mode Matching Analysis",
        "created_at": "2026-05-27T08:19:55.820758Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T09:28:38.420000+00:00",
        "model": "sonnet[1m]",
        "pinned": false,
        "age_min": 963.1710735166666,
        "age_str": "16.1h",
        "last_text": "dot r\\, dr$$\n\n---\n\n## \u4e24\u79cd\u65b9\u6848\u7684\u9009\u53d6\u5efa\u8bae\n\n```\n                 \u63a2\u5934\u5c3a\u5bf8\u5c0f\uff1f         \u662f \u2192 \u5fae\u6270\u6cd5\uff08\u65b9\u6848\u4e00\uff09\n                                              \u2193 \u8ba1\u7b975\u5206\u949f\n\u9700\u8981\u7cbe\u5ea6\uff1f     \u5426 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 \u6269\u5c55\u6a21\u5f0f\u5339\u914d\uff08\u65b9\u6848\u4e8c\uff09\n                                              \u2193 \u4fee\u6539\u4ee3\u7801\u6570\u5929\n\u6700\u7ec8\u9a8c\u8bc1 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 HFSS\u542b\u63a2\u5934\u51e0\u4f55\u5efa\u6a21\n```\n\n**\u5b9e\u8df5\u5efa\u8bae**\uff1a\n1. **\u5148\u8fd0\u884c\u65b9\u6848\u4e00**\u7684\u5fae\u6270\u8ba1\u7b97\uff0c\u9884\u8ba1 $Q_{diel}\\approx55$\uff0c\u8bf4\u660e\u4ecb\u8d28\u635f\u8017\u6781\u5f3a\n2. **\u7528HFSS\u9a8c\u8bc1**\uff1a\u5efa\u5165\u5b8c\u6574\u63a2\u5934\u51e0\u4f55\uff08\u542bPTFE\u58f3\u3001\u4ecb\u8d28\u3001\u6cb9\u5c42\uff09\uff0c\u5bf9\u6bd4 $f_0'$ \u548c $Q_{eff}$\n3. \u82e5\u5fae\u6270\u6cd5\u8bef\u5dee > 5%\uff08\u9891\u7387\u6216Q\uff09\uff0c\u518d\u5b9e\u65bd\u65b9\u6848\u4e8c\u7684\u6269\u5c55\u6a21\u5f0f\u5339\u914d\n\n**\u6ce8\u610f**\uff1a\"\u635f\u8017\u56e0\u5b5071.0\"\u5982\u679c\u662f $\\tan\\delta=71.0$\uff08\u800c\u975e $\\varepsilon_r''=71.0$\uff09\uff0c\u5219 $\\varepsilon_r''=38.2\\times71\\approx2713$\uff0c\u6750\u6599\u63a5\u8fd1\u91d1\u5c5e\u5bfc\u4f53\uff0c$Q_{diel}$ \u4f1a\u66f4\u4f4e\uff08\u63a2\u5934\u51e0\u4e4e\u6210\u4e86\u5bfc\u4f53\u63a2\u9488\uff09\uff0c\u9700\u5148\u786e\u8ba4\u8be5\u7269\u7406\u91cf\u7684\u5b9a\u4e49\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\uff1f",
          "\u9700\u8981"
        ],
        "account": "aitist"
      },
      {
        "usid": "2d859abd-030f-4578-970c-0fe8d5f39700",
        "asid": "44ea7520-e9b8-44eb-9d3d-11ddda98aa6d",
        "name": "\u5c0f\u7ea2\u4e66\u9879\u76ee\u8c03\u7814\u4e0e\u63a8\u5e7f\u7b56\u7565",
        "created_at": "2026-05-27T05:26:47.029214Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T05:41:39.443000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1190.1540235166665,
        "age_str": "19.8h",
        "last_text": "\u544a\u91cc\u5305\u542b\u7684\u5185\u5bb9**\uff1a\n1. \u4e00\u53e5\u8bdd\u5b9a\u4f4d\uff08\u5361\u5728 AI \u6d4b\u8bd5 / \u5173\u7cfb\u914d\u5bf9 / \u7384\u5b66\u5316\u5206\u4eab \u4e09\u4e2a\u8d5b\u9053\u4ea4\u53c9\u70b9\uff09\n2. \u4e09\u7ec4\u76f8\u5173 App \u626b\u63cf\uff0816Personalities / Co\u2014Star / \u77e5\u6211 / Boo / DeepSeek \u7b97\u547d / Character.ai / \u661f\u91ce / \u5999\u9e2d \u7b49\uff09\n3. \u5c0f\u7ea2\u4e66\u751f\u6001\uff1a\u70ed\u95e8 + \u4e0a\u5347\u4e2d\u7684 tag\u3001\u4e09\u79cd\u4e3b\u6d41\u7206\u6b3e\u53d9\u4e8b\u7ed3\u6784\n4. **5 \u4e2a\u53ef\u76f4\u63a5 A/B \u6d4b\u7684\u53d1\u5e03\u65b9\u5411**\uff08\u542b\u5c01\u9762\u53e5 + \u5185\u5bb9\u9aa8\u67b6 + \u94a9\u5b50\uff09\n5. \u89c6\u89c9/\u6587\u6848\u4e0a demo \u5df2\u7ecf\u505a\u5bf9\u7684 vs \u8fd8\u8981\u8865\u7684\n6. \u8fd9\u5468\u7684\u53d1\u5e03\u987a\u5e8f\u5efa\u8bae\uff08Day 1/2/4/5/7\uff09\n7. \u5408\u89c4\u96f7\u533a\u63d0\u793a\uff08\"\u7b97\u547d\"\"\u5fc3\u7406\u6d4b\u8bc4\"\u7b49\u8bcd\u7684\u66ff\u4ee3\u5199\u6cd5\uff09\n\n**\u94fe\u63a5**\uff1ahttps://report-skill-demos.pages.dev/2026-05-27-oprah-xiaohongshu-research\n\n**\u6e90\u6587\u4ef6**\uff1a`/workspace/Xiaolu/oprah-production-plan/reports/2026-05-27-oprah-xiaohongshu-research.html`\n\n\u26a0\ufe0f \u4e00\u70b9\u8bda\u5b9e\u58f0\u660e\uff1a\u6211\u6ca1\u6709\u5b9e\u65f6\u8054\u7f51\u722c\u5c0f\u7ea2\u4e66\uff0c\u91cc\u9762\u7684 tag \u70ed\u5ea6\u548c\u53d9\u4e8b\u7ed3\u6784\u662f\u57fa\u4e8e 2024\u20132026 \u8fd9\u4e2a\u8d5b\u9053\u5728\u6211\u8bad\u7ec3\u6570\u636e\u91cc\u7684\u7a33\u5b9a\u6a21\u5f0f\u603b\u7ed3\u7684\uff0c\u5efa\u8bae\u4f60\u62ff\u7740\u8fd9 5 \u4e2a\u65b9\u5411\u5230\u5c0f\u7ea2\u4e66\u641c\u7d22\u6846\u91cc\u5b9e\u9645\u8fc7\u4e00\u904d\u518d\u51b3\u5b9a\u5148\u53d1\u54ea\u4e2a\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\u54ea\u4e2a",
          "\u51b3\u5b9a"
        ],
        "account": "aitist"
      },
      {
        "usid": "dee034d5-194c-4165-9ff6-459121996606",
        "asid": "e212a9cc-f23a-409c-acef-1647ed163ac9",
        "name": "oprah_3#\u751f\u4ea7\u767b\u5f55\u4e0e Session",
        "created_at": "2026-05-27T04:28:14.631312Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T05:05:00.966000+00:00",
        "model": "gpt-5.4",
        "pinned": false,
        "age_min": 1226.7953068499999,
        "age_str": "20.4h",
        "last_text": "Spec \u5df2\u5199\u597d\u5e76\u5355\u72ec\u63d0\u4ea4\u5728 [2026-05-27-phase-3-auth-session-design.md](/workspace/Xiaolu/oprah-demo/docs/superpowers/specs/2026-05-27-phase-3-auth-session-design.md)\u3002\u63d0\u4ea4\u662f `33e1db1`\uff0c\u5185\u5bb9\u5df2\u7ecf\u8986\u76d6\u4f60\u8981\u6c42\u7684 auth\u3001user update\u3001collision\u3001public profile \u8fc1\u79fb\uff0c\u5e76\u628a\u5f53\u524d UI \u5b9e\u9645\u4f9d\u8d56\u7684 `incoming-count` \u4e5f\u7eb3\u5165\u540c\u4e00\u671f\u540e\u7aef\u5316\u3002\n\n\u8bf7\u5148 review \u8fd9\u4efd spec\uff0c\u786e\u8ba4\u662f\u5426\u8fd8\u8981\u6539\u52a8\uff1b\u4f60\u786e\u8ba4\u540e\uff0c\u6211\u518d\u8fdb\u5165 implementation plan\u3002",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\u4f60\u786e\u8ba4",
          "review"
        ],
        "account": "aitist"
      },
      {
        "usid": "f00e902c-048a-445d-a326-88823ff5e608",
        "asid": "d0a7ec90-2b9e-468b-87c9-a29f603fe854",
        "name": "App Store\u5ba1\u6838\u72b6\u6001\u68c0\u67e5",
        "created_at": "2026-05-27T02:50:54.337371Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T04:13:33.608000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 1278.2512735166667,
        "age_str": "21.3h",
        "last_text": "\u597d\uff0c\u4ee3\u7801\u7ed3\u6784\u5df2\u7ecf\u6478\u6e05\u695a\u4e86\u3002\u5173\u952e\u53d1\u73b0\uff1a\n\n- \u4f60\u7684 App **\u5b8c\u5168\u662f\u672c\u5730\u5b58\u50a8**\uff0c\u6ca1\u6709\u4efb\u4f55\u670d\u52a1\u5668\u8d26\u53f7\u7cfb\u7edf\n- `confirmClearData()` \u5df2\u7ecf\u5b9e\u73b0\u4e86\u6e05\u9664\u6240\u6709\u6570\u636e\u7684\u529f\u80fd\uff0c\u4f46\u6807\u6ce8\u7684\u662f\u300c\u6e05\u9664\u672c\u5730\u6570\u636e / \u91cd\u7f6e App\u300d\n- \u4ee3\u7801\u91cc**\u627e\u4e0d\u5230\u4efb\u4f55\u7b2c\u4e09\u65b9\u767b\u5f55**\uff08\u5fae\u4fe1\u3001Google \u7b49\uff09\n\n\u5728\u6b63\u5f0f\u5f00\u59cb\u8bbe\u8ba1\u4e4b\u524d\uff0c\u6211\u9700\u8981\u5148\u95ee\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a\n\n---\n\n**\u5173\u4e8e Apple \u8bf4\u7684\u300c\u4f7f\u7528\u4e86\u7b2c\u4e09\u65b9\u767b\u5f55\u300d\u2014\u2014**\n\n\u63d0\u4ea4\u7684 Build 13 \u91cc\uff0c\u5ba1\u6838\u5458\u770b\u5230\u4e86\u300c\u7b2c\u4e09\u65b9\u767b\u5f55\u300d\u3002\u4f60\u6709\u5370\u8c61\u5417\uff0c\u8fd9\u4e2a Build \u662f\u5426\u6709\u8fc7\uff1a\n- \u5fae\u4fe1\u767b\u5f55\u6309\u94ae\uff08\u54ea\u6015\u662f UI \u4e0a\u5df2\u7ecf\u505a\u4e86\u4f46\u529f\u80fd\u672a\u63a5\u5165\uff09\n- \u624b\u673a\u53f7 + \u9a8c\u8bc1\u7801\u767b\u5f55\n- \u4efb\u4f55\u5199\u7740\u300c\u7b2c\u4e09\u65b9\u8d26\u53f7\u767b\u5f55\u300d\u7684 UI \u5143\u7d20\n\n\u8fd8\u662f\u8bf4\u5ba1\u6838\u5458\u662f\u8bef\u5224\u4e86\uff0cBuild 13 \u5c31\u662f\u73b0\u5728\u5de5\u4f5c\u533a\u91cc\u7684\u7eaf\u672c\u5730\u7248\u672c\uff0c\u6ca1\u6709\u4efb\u4f55\u767b\u5f55\u5165\u53e3\uff1f",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\uff1f",
          "\u9700\u8981"
        ],
        "account": "aitist"
      },
      {
        "usid": "5b42dae2-7336-4749-88eb-5a7d1a8db0a9",
        "asid": "7c408dd9-2dd5-41d5-b35a-e3b77f988d73",
        "name": "AI\u8d44\u8baf\u7c7b\u578b\u89c6\u9891",
        "created_at": "2026-05-26T16:34:51.908734Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T09:38:36.228000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 953.2076068499999,
        "age_str": "15.9h",
        "last_text": "\u5408\u753b\u9762\uff1a\n\n- \u4e09\u65b9\u7ed3\u6784\u56fe\n- AI / \u673a\u5668\u9a8c\u8bc1 / \u4eba\u7c7b \u4e09\u4e2a\u89d2\u8272\n- \u80cc\u540e\u53e0\u771f\u5b9e GitHub/Lean \u9875\u9762\uff0c\u9632\u6b62\u592a PPT\n- \u5173\u952e\u8bcd\u4f9d\u6b21\u4eae\u8d77\n\n\u5bfc\u6f14\u601d\u8def\uff1a\u89c2\u70b9\u53e5\u8981\u8ba9\u89c2\u4f17\u8bb0\u4f4f\u4e00\u53e5\u8bdd\u3002\u8fd9\u91cc\u53ef\u4ee5\u7528\u5361\u7247\uff0c\u4f46\u5361\u7247\u8981\u50cf\u201c\u7ed3\u8bba\u677f\u201d\uff0c\u4e0d\u662f\u6574\u6761\u89c6\u9891\u90fd\u8fd9\u4e48\u505a\u3002\n\n**\u6211\u5efa\u8bae\u7684\u5224\u65ad\u6807\u51c6**\n\n\u6bcf\u4e00\u53e5\u53e3\u64ad\u5148\u95ee 4 \u4e2a\u95ee\u9898\uff1a\n\n1. **\u8fd9\u53e5\u8bdd\u662f\u5728\u8bc1\u660e\u4ec0\u4e48\uff0c\u8fd8\u662f\u5728\u89e3\u91ca\u4ec0\u4e48\uff1f**\n   - \u8bc1\u660e\u4e8b\u5b9e\uff1a\u627e proof\u3002\n   - \u89e3\u91ca\u673a\u5236\uff1a\u505a\u6d41\u7a0b\u548c\u6f14\u793a\u3002\n   - \u8868\u8fbe\u89c2\u70b9\uff1a\u505a\u7ed3\u6784\u56fe\u3002\n\n2. **\u89c2\u4f17\u542c\u5230\u8fd9\u53e5\u4f1a\u4e0d\u4f1a\u95ee\u201c\u771f\u7684\u5047\u7684\u201d\uff1f**\n   - \u4f1a\uff0c\u5c31\u5fc5\u987b\u7ed9 proof\u3002\n   - \u4e0d\u4f1a\uff0c\u5c31\u4e0d\u4e00\u5b9a\u8981 proof\u3002\n\n3. **\u89c2\u4f17\u542c\u5230\u8fd9\u53e5\u4f1a\u4e0d\u4f1a\u95ee\u201c\u4ec0\u4e48\u610f\u601d\u201d\uff1f**\n   - \u4f1a\uff0c\u5c31\u8981\u89e3\u91ca\u753b\u9762\u3002\n   - \u4e0d\u4f1a\uff0c\u5c31\u7528\u8282\u594f\u753b\u9762\u5373\u53ef\u3002\n\n4. **\u8fd9\u53e5\u8bdd\u662f\u4e0d\u662f\u60c5\u7eea\u8282\u594f\u70b9\uff1f**\n   - \u662f\uff0c\u5c31\u8981\u7528\u5feb\u5207\u3001\u505c\u987f\u3001\u653e\u5927\u3001\u5b57\u5e55\u5f3a\u8c03\u3002\n\n**\u6700\u91cd\u8981\u7684\u4e00\u6761**\n\n\u4e0d\u8981\u628a\u753b\u9762\u7406\u89e3\u6210\u201c\u7ed9\u6bcf\u53e5\u8bdd\u914d\u56fe\u201d\u3002\n\n\u66f4\u51c6\u786e\u7684\u5bfc\u6f14\u601d\u7ef4\u662f\uff1a\n\n> \u53e3\u64ad\u8d1f\u8d23\u63a8\u8fdb\u4fe1\u606f\uff0c\u753b\u9762\u8d1f\u8d23\u5b8c\u6210\u89c2\u4f17\u5f53\u4e0b\u6700\u9700\u8981\u7684\u5fc3\u7406\u52a8\u4f5c\u3002\n\n\u8fd9\u4e2a\u5fc3\u7406\u52a8\u4f5c\u53ef\u80fd\u662f\uff1a\n\n- \u4fe1\u4f60\uff1b\n- \u542c\u61c2\uff1b\n- \u88ab\u5438\u5f15\uff1b\n- \u611f\u5230\u53cd\u5dee\uff1b\n- \u8bb0\u4f4f\u89c2\u70b9\uff1b\n- \u8fdb\u5165\u4e0b\u4e00\u6bb5\u3002\n\n\u6240\u4ee5\u89c6\u9891\u5236\u4f5c\u65f6\uff0c\u4e0d\u662f\u201c\u8fd9\u53e5\u8bdd\u627e\u4ec0\u4e48\u56fe\u7247\u201d\uff0c\u800c\u662f\uff1a\n\n> \u8fd9\u53e5\u8bdd\u8bf4\u51fa\u53e3\u7684\u90a3 3 \u79d2\uff0c\u89c2\u4f17\u6700\u9700\u8981\u770b\u5230\u4ec0\u4e48\uff0c\u624d\u80fd\u7ee7\u7eed\u542c\u4e0b\u53bb\uff1f",
        "last_sender": "agent_session",
        "score": 21,
        "hits": [
          "\uff1f",
          "\u9700\u8981"
        ],
        "account": "aitist"
      },
      {
        "usid": "34fd082e-da68-41eb-9ab8-406269c0f09a",
        "asid": "02e9a3cb-6072-40b6-b629-cf3acc20a4b4",
        "name": "Gemini Gateway Integration Setup",
        "created_at": "2026-05-25T19:31:44.395628Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T06:05:15.413000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 2606.3920363,
        "age_str": "1.8d",
        "last_text": "sensei-fs\uff0c\u96f6\u4f9d\u8d56 |\n| **P2 \u4e2d\u671f** | \u627e\u56de mori-venv \u7684 SDK\uff0c\u7ed9 `manage.py` \u52a0\u4e2a `pause` \u5b50\u547d\u4ee4 | \u9700\u8981\u91cd\u65b0 clone colligo + setup mori-venv\uff0chalf day \u5de5\u4f5c |\n| **P3 \u5077\u61d2** | \u628a\u6240\u6709\u4ee3\u7801\u642c\u5230 `~/zouyang/workspace/code/`\uff08\u5df2\u7ecf\u5728 sensei-fs \u4e0a\uff09 | \u4f60\u7684 CLAUDE.md \u65e9\u5c31\u5199\u4e86\uff0c\u4f46\u6ca1\u5f3a\u5236\u6267\u884c \u2014 \u8fd9\u6761\u505a\u4e86\u7b49\u4e8e\u4e0d\u9700\u8981 snapshot |\n\n## \u6211\u7684\u770b\u6cd5\n\n**Snapshot \u4e0d\u662f\u6700\u4f18\u65b9\u6848**\uff0c\u7406\u7531\uff1a\n- Pause = \u5360\u7740\u8d44\u6e90\u4e0d\u91ca\u653e\uff08quota \u8fd8\u5728\u7b97\uff09\uff0c\u5468\u672b 4\u00d7H200 \u6302 48 \u5c0f\u65f6\u5f88\u8d35/\u5f71\u54cd\u522b\u4eba\n- 1-2 sec/GB \u7684\u4fdd\u5b58\u901f\u5ea6\uff0c100GB home \u8981 3 \u5206\u949f\uff0c\u6bcf\u6b21 Pause \u90fd\u5f97\u7b49\n- Snapshot \u4e0d\u4fdd `/mnt/localssd/`\uff08\u4f60\u6700\u5bb9\u6613\u4e22\u4e1c\u897f\u7684\u5730\u65b9\u53cd\u800c\u6551\u4e0d\u4e86\uff09\n\n**\u771f\u6b63\u89e3\u6cd5**\uff1a\u628a\"\u4ee5\u540e\u4e0d\u4e22\"\u7ea6\u5b9a\u6210\u5b58\u50a8\u5206\u5c42 + cron rsync\u3002\u4ee3\u7801\u5168 sensei-fs\uff08\u4e0d\u4e22\uff09\uff0c\u8bad\u7ec3 cache \u5728 localssd\uff08\u4e22\u4e86\u65e0\u6240\u8c13 = \u8bbe\u8ba1\u5982\u6b64\uff09\u3002\n\n\u8981\u4e0d\u8981\u6211\u73b0\u5728\u5e2e\u4f60\u5199 P1 \u90a3\u4e2a cron \u811a\u672c\uff1f\u5927\u6982 30 \u884c bash + \u4e00\u4e2a systemd timer \u6216 crontab\uff0c\u4eca\u665a\u5c31\u80fd\u8dd1\u8d77\u6765\u3002",
        "last_sender": "agent_session",
        "score": 20,
        "hits": [
          "\uff1f",
          "\u8981\u4e0d\u8981",
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "3f5d4ff7-974b-4d69-97a7-8a5916cc6f89",
        "asid": "8c198fb0-86f9-4343-9e12-c0849a939aed",
        "name": "-[1] baseline_momentum_live_v1",
        "created_at": "2026-04-16T19:18:46.878060Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "baseline",
        "last_msg": "2026-05-27T19:41:33.540000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 350.0899196333333,
        "age_str": "5.8h",
        "last_text": " - fractional \u6d4b\u8bd5\u7ee7\u7eed\u652f\u6301\n  - buy \u4f18\u5148\u7528 `notional`\n  - sell/exit \u7528 broker actual `qty`\n  - Alpaca qty \u7edf\u4e00 9 \u4f4d\u7cbe\u5ea6\n  - notional \u7edf\u4e00 cents\n  - dust threshold\uff1a`<= 0.00000001 shares` \u6216 `<= $0.01`\n- \u66f4\u65b0 `manual.md` \u548c `agent_updates.md`\uff0c\u672a\u6765 agents \u5fc5\u987b\u8bfb\u8fd9\u4e2a standard\u3002\n- \u65b0\u589e `alpha_vault_ops.execution_policy` helper\u3002\n- `ExecutionGateway.create_order_intent(...)` \u4f1a\u81ea\u52a8\u89c4\u8303\u5316 qty/notional\uff0c\u907f\u514d\u6bcf\u4e2a\u7b56\u7565\u81ea\u5df1\u5199 rounding\u3002\n- \u52a0\u4e86\u6d4b\u8bd5\u8986\u76d6 qty\u3001notional\u3001dust\u3001gateway normalization\u3002\n\n\u9a8c\u8bc1\uff1a\n- `pytest -q` \u901a\u8fc7\uff1a`27 passed`\n- `git diff --check` \u901a\u8fc7\n\n\u6211\u4e5f\u628a\u5f53\u524d\u672c\u5730 baseline runner \u5bf9\u9f50\u5230\u8fd9\u4e2a\u65b0 update id \u548c helper \u4e86\uff0c\u4e0d\u6d89\u53ca\u4e0b\u5355\u3002\u4e0b\u6b21\u8fd0\u884c\u4f1a\u8bfb\u65b0\u7684 execution standard\uff0c\u5e76\u7528 ops helper \u5904\u7406 sell qty\u3002",
        "last_sender": "agent_session",
        "score": 19,
        "hits": [
          "y/n"
        ],
        "account": "personal"
      },
      {
        "usid": "23f8bded-2328-4443-ad03-4ade9104153b",
        "asid": "02c1fbcd-d17d-4d37-a1da-a4ac04d40d44",
        "name": "API: Finding Previous Paracle",
        "created_at": "2026-05-27T03:24:57.942541Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "main",
        "last_msg": "2026-05-27T03:27:45.683000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 1324.0500235166667,
        "age_str": "22.1h",
        "last_text": "\u5168\u90e8\u6b63\u5e38\uff01\u800c\u4e14\u987a\u4fbf\u53d1\u73b0\u6570\u636e\u5e93\u5df2\u7ecf\u81ea\u52a8\u540c\u6b65\u5230\u4e86 **2026-05-25** \ud83c\udf89\n\n---\n\n## \u5b8c\u6210\uff01\n\n**API \u6587\u6863\u9875\u9762\uff1a**\n\ud83d\udc49 **https://panda-history.when2buy.ai/api/docs**\n\n---\n\n\u65b0\u589e\u4e86 4 \u4e2a\u5bf9\u5916\u63a5\u53e3\uff1a\n\n| \u7aef\u70b9 | \u7528\u9014 |\n|---|---|\n| `GET /api/v1/status` | \u6570\u636e\u65b0\u9c9c\u5ea6\u3001\u6700\u8fd1\u540c\u6b65\u65f6\u95f4 |\n| `GET /api/v1/assets?search=gold` | \u5217\u51fa\u6240\u6709 123 \u4e2a\u7cfb\u5217\uff0c\u652f\u6301\u641c\u7d22 |\n| `GET /api/v1/prices/Asset(27)?from=2026-01-01&fmt=csv` | \u67d0\u4e2a\u7cfb\u5217\u7684\u4ef7\u683c\u5386\u53f2\uff0c\u652f\u6301\u65e5\u671f\u8fc7\u6ee4 + **CSV \u4e0b\u8f7d** |\n| `GET /api/v1/latest` | \u6240\u6709\u8d44\u4ea7\u6700\u65b0\u4e00\u5929\u7684\u5feb\u7167 |\n\n\u6587\u6863\u9875\u9762\u76f4\u63a5\u53ef\u4ee5\u70b9\u94fe\u63a5\u5728\u6d4f\u89c8\u5668\u91cc\u6d4b\u8bd5\uff0c\u53d1\u7ed9\u540c\u5b66\u76f4\u63a5\u770b\u5c31\u80fd\u4e0a\u624b\u3002",
        "last_sender": "agent_session",
        "score": 19,
        "hits": [
          "?"
        ],
        "account": "aitist"
      },
      {
        "usid": "115d0a26-c9f6-4ab1-8a6b-ee3280a40c7c",
        "asid": "87e41d23-73b6-44b3-845f-7dc657d52823",
        "name": "[3] Tesco\u9879\u76ee\u6574\u7406\u4e0e\u534f\u4f5c\u8ba8\u8bba",
        "created_at": "2026-05-16T00:41:29.289366Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/scap-eval-2026-05-25",
        "last_msg": "2026-05-26T21:41:15.662000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 1670.3878863,
        "age_str": "1.2d",
        "last_text": "ifacts-v1/gen45_conversational/gen45conv_tccc_step1089000_nonema/\n  \u2190 \u8bad\u7ec3\u539f: s3://foundry-tccc-enterprise-adobe-assets/training_logs/FFP-68408-foundry-FFP-80519-.../haravi/ckpt_step01089000/\n\n# GlowWorm (pre-SFT \u7956\u5148)\n/mnt/localssd/glowworm_bundle/\n  \u2190 dit shards: /mnt/localssd/glowworm_export/dit/  (\u4ece DCP export \u51fa\u6765)\n  \u2190 DCP \u6765\u6e90: s3://dit-scale-up/fe-experiments/FFP-64025-lego-FFP-64335-glow_worm_editing_prod-2025.12.02-20.04.43/model-checkpoints/hqu/ckpt_step01080000/\n  \u2190 (\u5176\u4ed6 t5/vae/configs symlink \u5171\u7528 TCCC \u7684)\n```\n\n\u8981\u4e0d\u8981\u6211\u628a\u8fd9\u5957 lineage \u5199\u6210\u4e00\u4e2a\u72ec\u7acb\u7684 `docs/MODEL_LINEAGE.md` \u7ed9\u9879\u76ee repo\uff1f\u4ee5\u540e\u518d\u6709\u4eba\u95ee\"\u8fd9\u4e2a ckpt \u54ea\u6765\u7684\"\u5c31\u76f4\u63a5\u6307\u7ed9\u4ed6\u770b\u3002",
        "last_sender": "agent_session",
        "score": 18,
        "hits": [
          "\uff1f",
          "\u8981\u4e0d\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "1ea14868-877e-4ff0-884c-93165d9f5eb6",
        "asid": "048c11e3-1814-4d07-b0d1-d5418025fb07",
        "name": "Claude code works",
        "created_at": "2026-05-26T16:33:51.755974Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T16:34:04.726000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 1977.7326401833334,
        "age_str": "1.4d",
        "last_text": "Hi. I\u2019m in `/root/workspace/code`, but it looks empty right now, so the startup files like `SOUL.md`, `USER.md`, and memory files aren\u2019t present to load. What would you like to work on?",
        "last_sender": "agent_session",
        "score": 18,
        "hits": [
          "?",
          "what would you like"
        ],
        "account": "aitist"
      },
      {
        "usid": "0a3a82c3-7e34-48c9-b6c8-2ff50284b54b",
        "asid": "0b79817a-7202-4899-b1ba-3077be0a50f6",
        "name": "General GPU\u96c6\u7fa4\u6a21\u578b\u8bad\u7ec3\u65b9\u6848\u8bbe\u8ba1",
        "created_at": "2026-05-27T19:50:12.815414Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "Gpu",
        "last_msg": "2026-05-27T21:00:51.459000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 270.79126963333334,
        "age_str": "4.5h",
        "last_text": "stantly. This is THE fix that was burning time silently.\n2. **Both projects route correctly** \u2014 same pod, two tokens, both submitted, both succeeded.\n3. **Multi-pod rendezvous via shared FS works** \u2014 foundational for any multi-node training.\n4. **Persistent registry survives pod migrations** \u2014 `/sensei-fs-3/users/zouyang/pluto_toolkit_jobs/registry.jsonl` now contains 6 test job records (auditable).\n5. **Reap policy enforced** \u2014 every test cleans up after itself; no P2 squatting.\n\nReview at your leisure. Default branch on the new repo is `main` (empty); the v0.1 content is on `zouyang/v0.1.1`.",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "cb5e0ca1-5919-4fc9-b051-8d3e5511315b",
        "asid": "0e894d6e-570b-4ccc-822a-62f90abf5b97",
        "name": "[9] qsd_ai_power_barbell_steve_live_v1",
        "created_at": "2026-05-27T19:09:12.186864Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "baseline",
        "last_msg": "2026-05-27T20:44:33.813000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 287.08536963333336,
        "age_str": "4.8h",
        "last_text": "/PAVE/CCJ/URA/NLR/OKLO/XLI/GE\n   - hedge sleeve\uff1aUUP/GLD/TLT\n\n   \u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u770b\u7684\u662f\u5927\u7ea6 3 \u4e2a\u6708\u8d8b\u52bf\uff0c\u4e0d\u9700\u8981\u6bcf\u5929\u8ffd\u7740\u566a\u97f3\u8c03\u4ed3\u3002\n\n2. **\u65e5\u9891\u8c03\u4ed3\u4f1a\u589e\u52a0 turnover \u548c\u566a\u58f0\u4ea4\u6613**  \n   \u8fd9\u4e2a\u7b56\u7565\u6301\u6709\u7684\u6807\u7684\u91cc\u6709 OKLO\u3001VRT\u3001\u534a\u5bfc\u4f53\u7b49\u9ad8\u6ce2\u52a8\u8d44\u4ea7\u3002\u5982\u679c\u6bcf\u5929\u8c03\uff0c\u4f1a\u66f4\u5bb9\u6613\u88ab\u77ed\u671f\u6ce2\u52a8\u6765\u56de\u6253\uff0c\u4ea4\u6613\u6210\u672c\u548c\u6ed1\u70b9\u90fd\u4f1a\u4e0a\u5347\u3002\n\n3. **\u5468\u9891\u662f momentum rotation \u7684\u5e38\u89c1\u6298\u4e2d**  \n   \u592a\u6162\uff0c\u6bd4\u5982\u6708\u9891\uff0c\u53ef\u80fd\u9519\u8fc7 AI/\u534a\u5bfc\u4f53\u8fd9\u79cd\u5feb\u901f\u8f6e\u52a8\uff1b\u592a\u5feb\uff0c\u6bd4\u5982\u65e5\u9891\uff0c\u5bb9\u6613\u8fc7\u62df\u5408\u548c\u4ea4\u6613\u566a\u58f0\u3002\u5468\u9891\u901a\u5e38\u662f momentum \u7b56\u7565\u6bd4\u8f83\u7a33\u7684\u9ed8\u8ba4\u70b9\u3002\n\n4. **\u539f\u59cb\u7814\u7a76/\u8bc4\u4f30\u5c31\u662f\u6309\u5468\u9891\u7b97\u51fa\u6765\u7684**  \n   \u6211\u4eec\u73b0\u5728\u770b\u5230\u7684 Sharpe\u3001MaxDD\u3001OOS \u8868\u73b0\uff0c\u90fd\u662f\u5728 `rebalance_freq=5` \u7684\u5047\u8bbe\u4e0b\u4ea7\u751f\u7684\u3002\u5982\u679c\u6539\u6210 daily \u6216 monthly\uff0c\u5c31\u76f8\u5f53\u4e8e\u53d8\u6210\u53e6\u4e00\u4e2a\u7b56\u7565\uff0c\u9700\u8981\u91cd\u65b0\u56de\u6d4b\u548c\u8bc4\u4f30\u3002\n\n\u6240\u4ee5\u5f53\u524d\u4e0a\u7ebf\u7248\u6211\u4f1a\u628a\u5b83\u56fa\u5b9a\u6210\uff1a\n\n`rebalance_frequency: weekly / every 5 trading days`\n\n\u6267\u884c\u5c42\u9762\u843d\u5730\u4e3a\uff1a\n\n`cron: Fridays 15:45 America/New_York`\n\n\u6bcf\u5929\u53ef\u4ee5\u8fd0\u884c health check\uff0c\u4f46\u53ea\u6709\u5468\u4e94\u89e6\u53d1 rebalance\u3002",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "dee656ab-898b-4f70-a4eb-c8b42bbaa595",
        "asid": "8f47d77d-508a-4c18-b958-1d38790a5678",
        "name": "[7] \u5168\u7403\u80a1\u5e02-suwandi",
        "created_at": "2026-05-27T01:21:17.643156Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T19:08:41.585000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 382.9558363,
        "age_str": "6.4h",
        "last_text": "pha_vault_worktrees/qsd_ai_power_barbell_live_v1/strategies/qsd_ai_power_barbell_v1/config/strategy.yaml)\n- [handoff.md](/workspace/steve/alpha_vault_worktrees/qsd_ai_power_barbell_live_v1/strategies/qsd_ai_power_barbell_v1/docs/handoff.md)\n\n\u91cc\u9762\u5df2\u7ecf\u5199\u6e05\u695a\uff1a\n\n- \u7b56\u7565\u662f `qsd_ai_power_barbell`\n- \u4e3a\u4ec0\u4e48\u9009\u5b83\uff0c\u800c\u4e0d\u662f Balanced 3-Sleeve\n- \u7814\u7a76\u6765\u6e90\u76ee\u5f55\u548c report URL\n- \u5f53\u524d `$5,000` Steve Personal live \u53ea\u662f plan\uff0c\u5c1a\u672a\u6279\u51c6 live submit\n- \u5fc5\u987b\u63a5 `alpha_vault_ops` infra\uff1a`StrategyRegistry`\u3001`StrategyStateStore`\u3001`ExecutionGateway + AlpacaBroker`\n- \u9ed8\u8ba4\u53ea\u80fd dry-run / paper\uff0c\u4e0d\u80fd\u76f4\u63a5 live \u4e0b\u5355\n\n\u6211\u6ca1\u6709\u5b9e\u73b0 broker \u4ee3\u7801\uff0c\u4e5f\u6ca1\u6709\u521b\u5efa\u4efb\u4f55 order intent\u3002\u4e0b\u4e00\u4e2a agent \u53ef\u4ee5\u4ece\u7eaf signal model \u5f00\u59cb\u3002",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "\u9009"
        ],
        "account": "personal"
      },
      {
        "usid": "cf3dad4d-b459-4db0-8485-0e88696a0d03",
        "asid": "e2990499-3bb4-4800-8b74-a750d236e4ef",
        "name": "Adobe\u5458\u5de5\u8d2d\u623f\u8d37\u6b3e\u798f\u5229\u54a8\u8be2",
        "created_at": "2026-05-25T21:32:43.015729Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T20:54:04.655000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 277.57133630000004,
        "age_str": "4.6h",
        "last_text": "officer \u901a\u8bdd\uff1f\n\n\u8c22\u8c22\uff01\nSteve Ouyang\nzouyang@adobe.com  /  oyzh888@icloud.com\n+1 (571) 523-5851\n```\n\n---\n\n## \ud83c\udf99 \u5173\u4e8e\"\u5f55\u97f3\u53ef\u80fd\u4e0d\u7528\u4e0a\"\n\n\u6211\u641c\u4e86\u4e00\u4e0b\u4f60 vault \u548c workspace \u91cc\u7684\u5f55\u97f3\u6587\u4ef6\uff0c\u76ee\u524d\u770b\u5230\u7684\u51e0\u4e2a m4a/wav \u90fd\u662f\u522b\u7684\u8bdd\u9898\uff08\u521b\u4e1a\u878d\u8d44\u3001QF eval discussion\u3001Lucky Ave \u5de5\u7a0b\u5bf9\u8bdd\uff09\uff0c**\u6ca1\u770b\u5230\u4e70\u623f\u4e13\u9898\u7684\u5f55\u97f3**\u3002\n\n\u5982\u679c\u4f60\u8bf4\u7684\u662f macOS/iPhone \u7aef\u7684\u672c\u5730\u5f55\u97f3\uff08\u6ca1\u540c\u6b65\u5230 sensei-fs\uff09\uff0c\u53ef\u4ee5\u544a\u8bc9\u6211\u8def\u5f84\u6216\u6254\u5230 `~/zouyang/personal/recordings/` \u4e0b\uff0c\u6211\u7528 `/whisper-transcribe` \u8f6c\u4e00\u4e0b\uff0c\u770b\u91cc\u9762\u6709\u6ca1\u6709\u53ef\u4ee5\u8865\u8fd9\u4e9b\u5b57\u6bb5\u7684\u4fe1\u606f\uff08\u6bd4\u5982\u4f60\u8ddf broker \u4e4b\u524d\u7684\u5bf9\u8bdd\u63d0\u5230\u8fc7\u9884\u7b97\u3001\u5730\u533a\u3001\u8eab\u4efd\uff09\u3002\n\n---\n\n## \ud83d\udccb \u4f60\u9700\u8981\u56de\u6211\u7684\uff08\u6700\u5c11\u5fc5\u586b\uff09\n\n| \u5fc5\u586b | \u4e2d\u7b49 | \u9526\u4e0a\u6dfb\u82b1 |\n|---|---|---|\n| Adobe \u5165\u804c\u6708\u4efd | base + RSU \u5927\u81f4\u533a\u95f4 | \u4fe1\u7528\u5206 |\n| \u6b63\u5f0f job title | \u8eab\u4efd\u72b6\u6001 | \u6d41\u52a8\u73b0\u91d1 |\n| \u76ee\u6807\u57ce\u5e02 + \u4ef7\u4f4d | \u9996\u5957 or \u6295\u8d44 | \u5171\u540c\u7533\u8bf7\u4eba |\n\n\u4f60\u56de\u8fd9\u4e9b\u5b57\u6bb5\u6211\u5c31\u628a\u6a21\u677f\u91cc [BRACKET] \u5168\u586b\u4e0a \u2192 \u4f60\u5c31\u80fd\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u53d1\u90ae\u4ef6\u4e86\u3002",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "\u9700\u8981"
        ],
        "account": "personal"
      },
      {
        "usid": "e0c5f3b3-4da0-4201-81ec-6b9b2af9b9bb",
        "asid": "2366b505-8aa7-4c12-89e2-9b6afa4fe2c1",
        "name": "Claude.md\u6587\u4ef6\u66f4\u65b0\u4e0e\u5de5\u4f5c\u76ee\u5f55\u95ee\u9898",
        "created_at": "2026-05-24T19:48:35.174427Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T06:55:05.921000+00:00",
        "model": "opus",
        "pinned": true,
        "age_min": 1116.5502363,
        "age_str": "18.6h",
        "last_text": "d, added `bashrc-snippets/` to layout + restoration command |\n| **Token redaction** | `machines/.../1gpu-1-0/mcp-profiles/blocks/{corp-github,pr-review-mcp}.json` \u2014 replaced unredacted `ghp_R3O9...` with `<<REDACTED>>` |\n\n### \u26a0\ufe0f Outstanding security item (per your call: leave for now)\n- `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` is still:\n  - Live in `~/.bashrc` line 167 (`GITHUB_TOKEN=...`)\n  - In git history on `main` (committed ~19 days ago, can be retrieved via `git log -p`)\n- After this PR merges, only `HEAD` is clean. Rotating the token + history rewrite is the only way to fully kill it.",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "4b0e79be-b96a-48be-bf05-9d984f824631",
        "asid": "3d6b9863-0736-456a-95a9-94442aa4364f",
        "name": "coordinator agent",
        "created_at": "2026-05-27T09:48:46.615723Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T11:10:55.060000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 860.8937401833333,
        "age_str": "14.3h",
        "last_text": " \u2192 Production \u2192 Create new release**\n3. \u62d6\u62fd\u4e0a\u4f20 `app-release.aab`\n4. Release notes \u586b\uff1a\n   ```\n   Initial release \u2014 AI-powered reminders with natural language input, prayer times, and 7 quick-start templates.\n   ```\n5. \u70b9 **Save \u2192 Review release**\n\n---\n\n**\u7b2c\u4e09\u6b65\uff1a\u586b\u5199 Store listing**\n\n\u5de6\u4fa7 **Grow \u2192 Store presence \u2192 Main store listing**\uff1a\n- \u4e0a\u4f20 `store-assets/icon-512.png` \u4f5c\u4e3a App icon\n- Short/Full description \u4ece `store-assets/listing.md` \u590d\u5236\n- Privacy policy URL \u586b\uff1a`https://oyzh888.github.io/knockit-privacy`\n\n---\n\n**\u7b2c\u56db\u6b65\uff1a\u5b8c\u6210\u5fc5\u586b\u95ee\u5377**\uff08\u5185\u5bb9\u5206\u7ea7\u3001Target audience\u3001Data safety\uff09\u540e\u70b9 **Start rollout to Production**\n\n\u9047\u5230\u4efb\u4f55\u95ee\u9898\u622a\u56fe\u7ed9\u6211\uff0c\u6211\u5e2e\u4f60\u89e3\u51b3\uff01",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "review"
        ],
        "account": "aitist"
      },
      {
        "usid": "882236c8-69d7-4866-bc0e-67ac618ac154",
        "asid": "fce90484-8926-4429-b7ec-c7032d24e7b3",
        "name": "\u5c0f\u7ea2\u4e66\u4e2a\u4eba\u8d44\u6599\u4f18\u5316\u6307\u5357",
        "created_at": "2026-05-27T06:25:01.821546Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T16:02:46.942000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 569.0290401833333,
        "age_str": "9.5h",
        "last_text": "\u6210\u529f \ud83c\udf89\n\n---\n\n## \ud83d\udd17 Expo Snack \u94fe\u63a5\n\n**\u6d4f\u89c8\u5668\u9884\u89c8\uff1a** https://snack.expo.dev/S_liqFoyQ-1CZmqYAQwdW\n\n---\n\n## \ud83d\udcf1 \u624b\u673a\u4e0a\u770b\u6548\u679c\n\n1. \u624b\u673a\u4e0b\u8f7d **Expo Go**\uff08App Store / Google Play\uff09\n2. \u6253\u5f00\u4e0a\u9762\u7684\u94fe\u63a5\uff0c\u9875\u9762\u4e0a\u6709\u4e8c\u7ef4\u7801\n3. \u7528 Expo Go \u626b\u7801 \u2192 \u76f4\u63a5\u5728\u624b\u673a\u4e0a\u770b\u5230\u771f\u5b9e UI\n\n---\n\n## \u505a\u4e86\u4ec0\u4e48\n\n- \u9876\u90e8\uff1a`Oprah \u00b7 \u4eba\u683c\u9884\u8a00\u5b98 \u00b7 \u5185\u6d4b\u7248` header\n- \u4e2d\u95f4\uff1aWebView \u52a0\u8f7d\u771f\u5b9e demo \u9875\u9762\n- \u5e95\u90e8\uff1a5\u4e2a tab\uff08**\u5165\u53e3 / \u5bf9\u8c08 / \u753b\u50cf / \u8fde\u63a5 / \u78b0\u649e**\uff09\uff0c\u70b9\u51fb\u5207\u6362\n- \u52a0\u8f7d\u4e2d\u6709 loading \u52a8\u753b\uff08\u7d2b\u8272\u8f6c\u5708\uff09\n- \u6574\u4f53\u914d\u8272\u8ddf Oprah \u54c1\u724c\u8272\u4e00\u81f4\uff08`#0F0B1A` \u6697\u7d2b\u5e95\uff09\n\n\u624b\u673a\u4e0a\u770b\u5b8c\u6548\u679c\uff0c\u6709\u4ec0\u4e48\u60f3\u8c03\u6574\u7684\u544a\u8bc9\u6211\uff01",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "\u60f3"
        ],
        "account": "aitist"
      },
      {
        "usid": "fa39c133-0d10-4aa7-be69-f769f18332e4",
        "asid": "d86a35dd-f0d4-487e-9ca5-865d8e368b68",
        "name": "Fork: UI UX Pro Max Skill Setup",
        "created_at": "2026-05-27T05:37:59.858068Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T06:20:04.356000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1151.73880685,
        "age_str": "19.2h",
        "last_text": "dev/shots-cn/cover.png \u2014 \u843d\u5730\u9875\u300c\u9047\u89c1\u88ab\u955c\u50cf\u7684\u81ea\u5df1\u300d\n- https://oprah-demo-ui.pages.dev/shots-cn/pin.png \u2014 \u8bbe PIN\n- https://oprah-demo-ui.pages.dev/shots-cn/chat.png \u2014 \"\u8bf4\u4e00\u4ef6\u771f\u7684\u4e8b\"\u5bf9\u8bdd\n- https://oprah-demo-ui.pages.dev/shots-cn/portrait.png \u2014 19 \u7ef4\u4eba\u683c\u56fe + \u6c89\u9759\u7684\u5efa\u7b51\u5e08\n- https://oprah-demo-ui.pages.dev/shots-cn/portrait2.png \u2014 \u4e09\u5f20\u7ef4\u5ea6\u5361\u7247\n- https://oprah-demo-ui.pages.dev/shots-cn/match.png \u2014 MORINE \u8fde\u63a5\u7801\n- https://oprah-demo-ui.pages.dev/shots-cn/collision.png \u2014 \u4e24\u4e2a\u4eba / 87 \u5206\n- https://oprah-demo-ui.pages.dev/shots-cn/collision2.png \u2014 \u7ef4\u5ea6\u91cd\u53e0\u53ef\u89c6\u5316\n\n## \u64cd\u4f5c\u6d41\u7a0b\n\n\u6253\u5f00\u7d20\u6750\u9875 \u2192 \u9009\u4e00\u7bc7\u559c\u6b22\u7684 \u2192 \u70b9\u300c\u590d\u5236\u6587\u6848\u300d\u2192 \u628a\u56fe\u7247\u53f3\u952e\u53e6\u5b58\uff08\u6216\u5de6\u53f3\u7ffb\u56fe\u540e\u622a\u5c4f\uff09\u2192 \u8fdb\u5c0f\u7ea2\u4e66 app \u53d1\u5e03\u5668 \u2192 \u7c98\u8d34\u6587\u6848\u3001\u4f20\u56fe \u2192 \u52a0\u4f4d\u7f6e/\u8bdd\u9898 \u2192 \u53d1\u5e03\u3002",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "\u9009"
        ],
        "account": "aitist"
      },
      {
        "usid": "c6613a7b-2581-499e-805f-b4207212736b",
        "asid": "c642277c-9e30-450c-99e2-5c1fa086c70a",
        "name": "Install and Verify Agent Skills",
        "created_at": "2026-05-27T00:57:32.869823Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T02:51:07.624000+00:00",
        "model": "sonnet[1m]",
        "pinned": false,
        "age_min": 1360.6843401833332,
        "age_str": "22.7h",
        "last_text": "Three consecutive ticks with nothing actionable \u2014 no CI, no PR, just waiting for user to review the design doc. Stopping the loop.",
        "last_sender": "agent_session",
        "score": 17,
        "hits": [
          "review"
        ],
        "account": "aitist"
      },
      {
        "usid": "f2dac26f-f038-4924-8921-39d7058918e4",
        "asid": "0f72dc7e-4574-40bb-9557-f1c7d9d8e5bd",
        "name": "Fork: \u5168\u7403\u80a1\u5e02\u6295\u8d44\u673a\u4f1a\u5206\u6790",
        "created_at": "2026-05-26T19:51:51.439380Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T19:59:08.827000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 1772.5018029666667,
        "age_str": "1.2d",
        "last_text": " AI GPU/CPU | 16.1% | `$6,453` | `12.80` |\n| `DELL` | AI server | 13.9% | `$5,572` | `18.23` |\n| `HPE` | AI infrastructure | 9.9% | `$3,975` | `104.24` |\n| `SGOV` \u6216\u73b0\u91d1 | \u9632\u5b88/\u77ed\u503a | 20.0% | `$8,000` | `79.50` |\n\n\u5982\u679c\u4f60\u60f3 **\u66f4\u6fc0\u8fdb\u3001\u7eaf AI\uff0c\u4e0d\u8981\u9632\u5b88\u4ed3**\uff0c\u90a3\u5c31\u8fd9\u6837\uff1a\n\n| \u6807\u7684 | \u6743\u91cd | \u91d1\u989d | \u4f30\u7b97\u80a1\u6570 |\n|---|---:|---:|---:|\n| `INTC` | 25.0% | `$10,000` | `80.95` |\n| `MU` | 25.0% | `$10,000` | `11.15` |\n| `AMD` | 20.2% | `$8,066` | `16.00` |\n| `DELL` | 17.4% | `$6,965` | `22.79` |\n| `HPE` | 12.4% | `$4,969` | `130.30` |\n\n\u6211\u7684\u504f\u597d\uff1a**\u5148\u7528\u7b2c\u4e00\u7248 AI + SGOV/\u73b0\u91d1**\u3002\u8fd9\u66f4\u7b26\u5408\u4f60\u521a\u624d\u5bf9 `UUP` \u7684\u8d28\u7591\uff0c\u4e5f\u66f4\u5bb9\u6613\u89e3\u91ca\uff1a\u4e0d\u662f\u4e70\u7f8e\u5143\uff0c\u800c\u662f\u4fdd\u7559 20% \u9632\u5b88\u5f39\u836f\u3002\u5b9e\u9645\u4e0b\u5355\u6700\u597d\u7528 notional/fractional \u6216\u9650\u4ef7\u5355\uff0c\u4ef7\u683c\u6ce2\u52a8\u540e\u80a1\u6570\u4f1a\u53d8\u3002",
        "last_sender": "agent_session",
        "score": 16,
        "hits": [
          "\u4f60\u60f3",
          "\u60f3"
        ],
        "account": "personal"
      },
      {
        "usid": "aec09790-adbe-46d5-8353-20ada61b8861",
        "asid": "1d926966-186d-4010-898e-2a5a62e43a96",
        "name": "Codex\u73af\u5883\u914d\u7f6e\u95ee\u9898\u6392\u67e5",
        "created_at": "2026-05-27T00:46:02.855500Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T00:53:08.633000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1478.6675235166665,
        "age_str": "1.0d",
        "last_text": "\u767b\u5f55\u6210\u529f\u4e86 \u2705\n\n```\nSuccessfully logged in\nLogged in using ChatGPT\n```\n\n`codex login status` \u4e5f\u786e\u8ba4\u4e86\uff1a**Logged in using ChatGPT**\u3002\n\n\u4f60\u673a\u5668\u4e0a\u7684 codex \u73b0\u5728\u5df2\u7ecf\u5207\u6362\u5230\u4f60\u521a\u624d\u5728\u6d4f\u89c8\u5668\u91cc\u767b\u7684\u90a3\u4e2a ChatGPT \u8d26\u53f7\u4e86\uff0ctoken \u5df2\u7ecf\u5199\u5165 `~/.codex/auth.json`\uff0c\u53ef\u4ee5\u76f4\u63a5\u7528\u4e86\u3002\n\n\u53ef\u4ee5\u8bd5\u8bd5\u8dd1\u4e00\u4e0b\u9a8c\u8bc1\uff1a\n\n```bash\ncodex --version\ncodex login status\n```\n\n\u6216\u8005\u76f4\u63a5\u5f00\u4e00\u4e2a\u65b0\u4f1a\u8bdd\uff1a\n\n```bash\ncodex \"say hello\"\n```\n\n\u5982\u679c\u8fd8\u60f3\u518d\u5207\u6362\u8d26\u53f7\uff0c\u91cd\u65b0\u8dd1 `codex logout` \u2192 `codex login --device-auth` \u5c31\u884c\u3002\u8fd8\u6709\u5176\u4ed6\u8981\u5e2e\u5fd9\u7684\u5417\uff1f",
        "last_sender": "agent_session",
        "score": 16,
        "hits": [
          "\uff1f",
          "\u60f3"
        ],
        "account": "aitist"
      },
      {
        "usid": "f5202665-2033-45d5-a214-0f8ae5258eb9",
        "asid": "b74ce0f6-ac2b-478d-87d6-3e031a75a15d",
        "name": "\u5f3a\u5316\u5b66\u4e60\u5b9e\u9a8c\u8be6\u7ec6\u8bb2\u89e3",
        "created_at": "2026-05-27T04:46:48.742086Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/v2-scaling-experiments",
        "last_msg": "2026-05-27T05:01:36.633000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1230.0383696333333,
        "age_str": "20.5h",
        "last_text": "rejected</b>\uff0c\u6807\u51c6\u7b54\u6848\u5f53 chosen\n- **GRPO** \u6570\u636e\u91cc<b>\u6ca1\u6709\u4efb\u4f55 solution</b>\uff0c\u5168\u9760\u6a21\u578b\u81ea\u5df1\u751f\u6210 + reward \u6253\u5206\n\n### 3) \u6570\u5b57\u6eaf\u6e90\uff08\u542b\u4e00\u5904\u9700\u8981\u7ea0\u6b63\u7684\uff09\n- \u2705 **500 / 50 / 100 \u6b65** \u2192 \u786c\u7f16\u7801 `dataset.select(range(N))`\n- \u2705 **~90 \u4e2a DPO pair** \u2192 \u4e0d\u662f\u9884\u8bbe\u7684\uff0c\u662f\u811a\u672c\"\u626b 300 \u9898\u3001\u53ea\u6536\u7b54\u9519\u7684\u3001\u4e0a\u9650 100\"\u8dd1\u51fa\u6765\u7684\u5b9e\u9645\u503c\n- \u2705 **56/44/42/60% accuracy** \u2192 eval_four_way.json \u771f\u5b9e\u53ef\u590d\u73b0\n- \u26a0\ufe0f **963 \u2192 523 token** \u2192 **\u8fd9\u4e2a\u6211\u4e4b\u524d\u8bb2\u9519\u4e86**\uff1a`eval_four_way.py:50` \u91cc `resp[:400]` \u628a\u56de\u7b54\u622a\u65ad\u4e86 400 \u5b57\u7b26\u624d\u5b58\uff0c\u6240\u4ee5\u8fd9\u7ec4\u6570\u4ece\u5f53\u524d four-way \u6570\u636e\u91cc\u590d\u73b0\u4e0d\u51fa\u6765\u3002\u5b83\u6765\u81ea\u66f4\u65e9\u7684 three-way eval\uff08\u65e0 DPO \u90a3\u6b21\uff09\u3002\u6211\u5df2\u5728\u9875\u9762\u4e0a\u52a0\u4e86 \u26a0\ufe0f \u5766\u767d\u8bf4\u660e\u3002\n- \u2705 **\u4e0d\u8fc7\u65b9\u5411\u4e0a\u662f\u5bf9\u7684**\uff1a\u4ece\u622a\u65ad\u540e\u7684\u5b57\u7b26\u6570\u4e5f\u80fd\u770b\u5230 DPO \u5e73\u5747\u6389\u5230 259\uff08\u5176\u4ed6\u90fd\u9876\u5230 400 \u4e0a\u9650\uff09\uff0c\u5370\u8bc1\u4e86\"\u77ed\u8def\u5316\"\u662f\u771f\u7684\u53d1\u751f\u4e86\n\n\u65b0\u9875\uff1ahttps://thdscoring.adobefoundry.com/grpo_walkthrough.html \uff08\u5237\u65b0\u770b \u2469 \u246a \u4e24\u8282\uff09",
        "last_sender": "agent_session",
        "score": 15,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "3649ba41-2363-47f2-ad9c-8900391771ad",
        "asid": "1b08c4c0-6091-4499-a99c-0d9dffac768b",
        "name": "[8] Fork: \u5168\u7403\u80a1\u5e02-suwandi-vix",
        "created_at": "2026-05-27T03:05:22.746244Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T19:02:46.424000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 388.8751863,
        "age_str": "6.5h",
        "last_text": "\u4f60\u8bf4\u5f97\u5bf9\uff0c\u521a\u624d\u90a3\u4e2a\u8def\u5f84\u88ab Cloudflare \u7f13\u5b58\u5230\u4e86\u65e7\u7248\u672c\uff0c\u5bfc\u81f4\u4f60\u70b9\u5f00\u53ef\u80fd\u4e0d\u7a33\u5b9a\u3002\u6211\u91cd\u65b0\u53d1\u4e86\u4e00\u4e2a\u65b0\u7684\u77ed\u8def\u5f84\uff0c\u5e76\u786e\u8ba4\u8fd4\u56de\u7684\u662f\u65b0\u62a5\u544a\u6807\u9898\u548c\u65b0\u6570\u636e\u3002\n\n\u4e3b\u94fe\u63a5\uff1a\nhttps://reports.steveouyang.com/vol-v3-latest/\n\n\u5907\u7528 Pages \u76f4\u94fe\uff1a\nhttps://e7658c72.report-skill-demos.pages.dev/vol-v3-latest/\n\n\u6211\u8fd9\u8fb9\u9a8c\u8bc1\u7ed3\u679c\uff1a\n\n- `HTTP 200`\n- \u9875\u9762\u5927\u5c0f\u6b63\u5e38\n- HTML title \u662f `AlphaVault Vol-Regime Eval Scorecard`\n- \u5185\u5d4c\u6570\u636e\u5305\u542b 20 \u4e2a\u7b56\u7565\uff0c\u7b2c\u4e00\u540d\u662f `candidate_ai_infra_vol_target_v1`\n\n\u4ee5\u540e\u6211\u4f1a\u4f18\u5148\u7528\u8fd9\u79cd\u77ed slug\uff0c\u5e76\u4e14\u6bcf\u6b21\u540c\u65f6\u653e `/slug/` \u76ee\u5f55\u7248\uff0c\u907f\u514d\u65e0\u6269\u5c55\u540d\u8def\u5f84\u548c\u65e7\u7f13\u5b58\u7684\u95ee\u9898\u3002",
        "last_sender": "agent_session",
        "score": 15,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "e74a28b9-5f8f-41b2-84d0-58d7a8eea1c7",
        "asid": "010038c2-f3a6-4b0b-9ec8-ca7489c80c6f",
        "name": "Fork: \u5168\u7403\u80a1\u5e02-suwandi",
        "created_at": "2026-05-26T23:34:02.467224Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T03:03:04.068000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 1348.5811196333334,
        "age_str": "22.5h",
        "last_text": "\n\u6211\u505a\u4e86\u4e00\u4e2a\u65b0\u7684 scorecard \u7248\u672c\uff0c\u66f4\u63a5\u8fd1\u4f60\u8bf4\u7684 systematic eval\uff1a\n\nhttps://reports.steveouyang.com/alphavault-qsd-eval-scorecard/\n\n\u5907\u7528\uff1a\nhttps://8a5dd3f2.report-skill-demos.pages.dev/alphavault-qsd-eval-scorecard/\n\n\u65b0\u7248\u5305\u542b\uff1a\n\n- \u6bcf\u4e2a\u6307\u6807\u90fd\u6709\u6570\u5b57\u3001\u989c\u8272\u72b6\u6001\u3001\u5206\u6570\u6761\u3002\n- \u6bcf\u4e2a\u6307\u6807\u90fd\u6709 reference\uff1a\u4ec0\u4e48\u7b97\u597d\u3001\u4f4e\u4e86\u8bf4\u660e\u4ec0\u4e48\u3001\u9ad8\u4e86\u8bf4\u660e\u4ec0\u4e48\u3002\n- Summary \u5206\u6210 Strong / Watch / Problem\u3002\n- P0/P1/P2/Context \u53ef\u4ee5\u5207\u6362\u3002\n- \u660e\u786e\u540c\u65f6\u663e\u793a `Full-period Net Sharpe` \u548c `Recent 3M Sharpe`\uff0c\u907f\u514d\u518d\u6df7\u6dc6\u3002\n\n\u6211\u4e5f\u9a8c\u8bc1\u4e86\u4e3b\u94fe\u63a5\u548c\u5907\u7528\u94fe\u63a5\u90fd\u662f `HTTP 200`\u3002\u672c\u5730\u751f\u6210\u811a\u672c\u5728\uff1a\n[build_eval_scorecard.py](/workspace/steve/alpha_vault/research/2026-05-26_candidate_strategies/experiments/EXP-qsd-inspired-strategy-generation-v2/code/build_eval_scorecard.py)",
        "last_sender": "agent_session",
        "score": 15,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "2be97f93-be88-42b7-a0c1-95255ba77a0f",
        "asid": "ae19aca7-e93d-457d-9de2-9e695ef3a1d3",
        "name": "Tesco TCCC Model LoRA Training",
        "created_at": "2026-05-20T09:22:44.491891Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "lora",
        "last_msg": "2026-05-27T06:10:55.464000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 1160.7245196333336,
        "age_str": "19.3h",
        "last_text": "HTML \u62a5\u544a URL \u5df2\u786e\u8ba4\u53ef\u8bbf\u95ee\u3002\u6240\u6709\u4ea4\u4ed8\u7269\u90fd\u5df2\u5b8c\u6210\u4e0a\u4f20\u5230 S3\uff0c\u524d\u9762\u7684\u603b\u7ed3\u5df2\u6db5\u76d6\u6700\u7ec8\u72b6\u6001\u3002",
        "last_sender": "agent_session",
        "score": 15,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "9ed04c99-8b1a-4a48-b6a7-e5bb6057043f",
        "asid": "d1319438-6f81-4341-bd8d-51f570448306",
        "name": "-[6] merged_cs_ra_steve_live_v1",
        "created_at": "2026-05-08T19:57:39.846950Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "chore/panda-liquid-batch5",
        "last_msg": "2026-05-27T03:52:57.293000+00:00",
        "model": "sonnet[1m]",
        "pinned": true,
        "age_min": 1298.6940362999999,
        "age_str": "21.6h",
        "last_text": "@ 67.9999 |\n| 2026-05-25/26 | IWM | buy | 2.776603 | 285.98 | expired\uff0c0 fill | 5/26 09:38 ET \u91cd\u65b0\u4e70\u5165\uff0c\u5df2 filled @ 289.089 |\n\n\u539f\u56e0\uff1a\n- \u8fd9\u4e9b\u90fd\u662f `time_in_force=DAY` \u7684 limit \u5355\u3002\n- `extended_hours=False`\u3002\n- \u6ca1\u6709 broker reject\u3001\u6ca1\u6709\u5931\u8d25\u3001\u6ca1\u6709\u624b\u52a8 cancel\u3001\u6ca1\u6709 replace\u3002\n- \u672a\u6210\u4ea4\u539f\u56e0\u5c31\u662f\u4ef7\u683c\u6ca1\u6709\u6253\u5230 limit\uff0cDAY \u5355\u6536\u76d8\u540e\u81ea\u52a8 `EXPIRED`\u3002\n\n5/25 \u90a3\u4e24\u7b14\u8fd8\u6709\u4e00\u4e2a\u7279\u6b8a\u70b9\uff1a`2026-05-25` \u662f\u7f8e\u80a1\u5047\u671f\uff0c\u8ba2\u5355\u5b9e\u9645\u5728 `2026-05-26 07:00 ET` \u8fdb\u5165 Alpaca \u961f\u5217\u3002EEM/IWM \u7684 limit \u4ef7\u683c\u662f\u524d\u4e00\u5929\u7b56\u7565\u7b97\u51fa\u6765\u7684\uff0c\u5230\u4e86 5/26 \u5e02\u573a\u4ef7\u683c\u5df2\u7ecf\u9ad8\u4e8e limit\uff0c\u6240\u4ee5\u6ca1\u6210\u4ea4\uff1b\u968f\u540e 09:38 ET \u7b56\u7565\u6309\u6700\u65b0\u72b6\u6001\u8865\u5355\u5e76\u6210\u4ea4\u3002\n\n\u7ed3\u8bba\uff1a\u8fd9 3 \u4e2a\u4e0d\u662f\u5f02\u5e38 cancel\uff0c\u662f marketable-limit \u4e0d\u591f aggressive \u6216\u5047\u671f\u6392\u7a0b\u5bfc\u81f4\u7684\u81ea\u52a8\u8fc7\u671f\u3002\u6301\u4ed3\u540e\u6765\u5df2\u7ecf\u88ab\u4e0b\u4e00\u6b21 run \u8865\u9f50\u3002\u5efa\u8bae\u6211\u540e\u9762\u52a0\u4e24\u4e2a\u6539\u8fdb\uff1a\u4ea4\u6613\u65e5 calendar gate\uff0c\u4ee5\u53ca\u5bf9 expired/partial \u7684 same-day retry/reprice\u3002",
        "last_sender": "agent_session",
        "score": 15,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "a27bca82-63a0-4131-a2b8-7de2410a5306",
        "asid": "a25626f5-47cd-48bc-b098-70aae8956fc0",
        "name": "Fork: Reentrant Coaxial Cavity Mode Matching Analysis",
        "created_at": "2026-05-27T09:39:16.093397Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T11:53:30.302000+00:00",
        "model": "sonnet[1m]",
        "pinned": false,
        "age_min": 818.3063735166667,
        "age_str": "13.6h",
        "last_text": "verride \u6539\u4e3a `19+70`\uff0c\u770b\u4e24\u7ec4\u6570\u636e\u662f\u5426\u5bf9\u9f50\uff1a\n\n```matlab\n% \u539f\u59cb\uff08\u504f\u5927\uff09\ncfg.acoustic.gainOverrideText = containers.Map({'54+70'}, {'34+70'});  % 104 dB\n\n% \u4fee\u6539\u4e3a\ncfg.acoustic.gainOverrideText = containers.Map({'54+70'}, {'19+70'});  % 89 dB\n```\n\n\u5982\u679c\u6539\u5b8c\u540e\u4e24\u7ec4 V/E\u00b2 \u5bf9\u9f50\uff0c\u8bf4\u660e\u7b2c\u4e00\u7ea7 LNA \u7684\u5b9e\u9645\u589e\u76ca\u662f 19 dB \u800c\u975e 34 dB\uff08\u53ef\u80fd\u662f\u8bbe\u5907\u8bbe\u7f6e\u8bb0\u5f55\u6709\u8bef\uff0c\u6216\u589e\u76ca\u7ea7\u522b\u6807\u6ce8\u95ee\u9898\uff09\u3002\n\n---\n\n## \u5f53\u524d\u6709\u6548\u6570\u636e\u8303\u56f4\uff08\u4fee\u6b63\u540e\u53ef\u62df\u5408\u7684\u6587\u4ef6\uff09\n\n```\ntek0011\u2013023  \u540c\u8f74\u8154  54+70 \u2192 89 dB\uff08\u6539\u6b63\u540e\uff09   Emax: 189\u2013657 kV/m\ntek0031\u2013036  \u540c\u8f74\u8154  34+70 = 104 dB             Emax: 854\u20131497 kV/m\ntek0040\u2013042  \u540c\u8f74\u8154  34+60 = 94 dB              Emax: 1650\u20131899 kV/m\n```\n\n\u589e\u76ca\u4fee\u6b63\u6b63\u786e\u540e\uff0c\u8fd9 21 \u4e2a\u70b9\u5e94\u8be5\u5168\u90e8\u843d\u5728\u540c\u4e00\u6761 $V_{before} = A \\cdot E^2$ \u66f2\u7ebf\u4e0a\uff08`34+70` \u7ec4\u5df2\u9a8c\u8bc1 n=1.99 \u2705\uff09\u3002",
        "last_sender": "agent_session",
        "score": 15,
        "hits": [],
        "account": "aitist"
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        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T13:42:03.881000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 709.7467235166666,
        "age_str": "11.8h",
        "last_text": "\u4f46\u662f\u5bf9\u8c08\u7684\u8fc7\u7a0b\u8fd8\u662f\u7528\u4e86\u56fa\u5b9a\u5bf9\u8bdd\uff0c\u4f60\u68c0\u67e5\u4e00\u4e0b\u3002\u6211\u9700\u8981\u6211\u63d0\u4f9b\u7ed9\u4f60\u7684\u8fd9\u4e2a\u94fe\u63a5\u91cc\u7684ui\u8bbe\u8ba1\u548cdemo\u4e2d\u7684\u529f\u80fd\u5b9e\u73b0\uff0c\u522b\u4eba\u70b9\u8fdb\u94fe\u63a5\u53ef\u4ee5\u8bd5\u7528",
        "last_sender": "user",
        "score": 0,
        "hits": [],
        "account": "aitist"
      }
    ],
    "idle": [
      {
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        "asid": "2b74c46a-cf1f-4977-9530-eafff6e376ef",
        "name": "New Conversation Beginning",
        "created_at": "2026-05-27T01:26:02.868631Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T01:26:28.071000+00:00",
        "model": "sonnet",
        "pinned": false,
        "age_min": 1445.1810696333334,
        "age_str": "1.0d",
        "last_text": "Hi! How can I help you today?",
        "last_sender": "agent_session",
        "score": 14,
        "hits": [
          "?"
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        "account": "personal"
      },
      {
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        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/scap-eval-2026-05-25",
        "last_msg": "2026-05-27T00:18:38.154000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1513.0130196333334,
        "age_str": "1.1d",
        "last_text": " |\n| `00-global/rules/*.md` | \u5168\u90e8 5 \u4e2a rule \u5237\u65b0 |\n| `00-global/settings.json` | model \u2192 opus, effortLevel \u2192 high, +`GITHUB_WHEN2BUY_ADMIN_TOKEN`\uff08token \u5df2 redact\uff09 |\n| `01-skills/` | +9 \u65b0 skill, ~3 \u66f4\u65b0, -1 stale (`adobe-steve-vault`) |\n\n**\u5b89\u5168\u68c0\u67e5**\uff1agrep \u626b\u8fc7\u65e0 live token (`ghp_/sk-/AKIA/xoxb` \u5168 clean)\u3002\n\n**\u7559\u610f\u70b9**\uff08\u5728 PR description \u91cc\u4e5f\u5217\u4e86\uff09\uff1a\n- \u6709\u51e0\u4e2a skill \u7528\u7684\u662f `CLAUDE.md` \u800c\u4e0d\u662f `SKILL.md`\uff08`ui-ux-pro-max-skill`, `design-motion-principles`\uff09\uff0c\u8fd9\u6b21\u6ca1\u6536\u8fdb\u6765\u2014\u2014\u4f60 review \u65f6\u770b\u662f\u4e0d\u662f\u8981\u8865\n- `02-THD_Proj/`\u3001`03-worktrees-THD/`\u3001`04-colligo/`\u3001`05-other-projects/`\u3001`06-colligo-deep/` \u8fd9\u6b21**\u6ca1\u52a8**\uff0c\u53ea\u5237\u65b0\u4e86 global + skills\u3002\u5982\u679c\u4f60\u4e5f\u60f3\u5237\u65b0\u8fd9\u4e9b\u9879\u76ee\u7ea7\u7684 CLAUDE.md\uff0c\u544a\u8bc9\u6211\uff0c\u6211\u518d\u5f00\u4e00\u4e2a PR",
        "last_sender": "agent_session",
        "score": 14,
        "hits": [
          "review",
          "\u60f3"
        ],
        "account": "personal"
      },
      {
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        "asid": "82ff1bca-5aeb-4d00-8913-64f92c90ff1d",
        "name": "Project Initialization with Skills Setup",
        "created_at": "2026-05-27T00:45:13.588439Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-27T00:56:47.405000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1475.0213235166666,
        "age_str": "1.0d",
        "last_text": "ll` \u5c31\u662f\u540c\u6b65\u3002\n- **Secrets \u6ca1\u6709\u81ea\u52a8\u5907\u4efd**\uff1a\u5982\u679c\u4f60\u60f3\u8981\u5f02\u673a\u5197\u4f59\uff0c\u5efa\u8bae\u590d\u5236 `~/.claude/private/secrets.env` \u5230 `/workspace/Steve/` \u4e0b\u4f60\u81ea\u5df1\u7684\u76ee\u5f55\u91cc\uff08\u4e0d\u8981\u8fdb `Share/`\uff0c\u90a3\u4e2a\u5168\u5458\u53ef\u8bfb\uff09\u3002\u8981\u6211\u505a\u5417\uff1f\n\n## \u5bb9\u707e\u6d41\u7a0b\n- **\u5bb9\u5668\u91cd\u5efa**\uff08\u6700\u5e38\u89c1\uff09\uff1a\u53ea\u9700 `~/.claude/bootstrap.sh && . ~/.claude/private/secrets.env` \u2014\u2014 skills/secrets/codex \u8f6f\u94fe/rc \u6587\u4ef6\u5168\u90e8\u4e00\u952e\u6062\u590d\u3002\n- **\u6301\u4e45\u76d8\u4e5f\u4e22**\uff08\u6781\u5c11\uff09\uff1aCLAUDE.md \u91cc\u5199\u4e86\u5b8c\u6574\u7684\u4ece\u96f6\u91cd\u88c5\u6b65\u9aa4\uff08\u514b\u9686\u4e24\u4e2a\u4ed3\u5e93 \u2192 \u91cd\u5efa\u8f6f\u94fe \u2192 \u91cd\u5199 secrets \u2192 \u8dd1 bootstrap\uff09\u3002\n\n## \u73b0\u72b6\u9a8c\u8bc1\n- Claude Code skills: 16 entries\uff08report-skill + superpowers \u4ed3\u5e93 + 14 \u4e2a\u8f6f\u94fe\uff09\n- Codex skills \u8f6f\u94fe: 15\uff08\u53bb\u6389\u4e86\u4e0d\u662f skill \u7684 superpowers \u4ed3\u5e93\u6839\uff09\n- Cloudflare token: HTTP 200 \u2705\n- GitHub token: HTTP 200 \u2705\n- `~/.claude/CLAUDE.md` \u548c `~/.codex/AGENTS.md`\uff08\u8f6f\u94fe\u540c\u4e00\u6587\u4ef6\uff09\u5df2\u540c\u6b65\u6210\u65b0\u5e03\u5c40",
        "last_sender": "agent_session",
        "score": 14,
        "hits": [
          "\uff1f"
        ],
        "account": "aitist"
      },
      {
        "usid": "73949459-1f26-41e6-bdb7-986d4f886f9c",
        "asid": "f1563bb7-20ae-48be-a189-b09bd433121f",
        "name": "Quantitative Trading Strategy Development",
        "created_at": "2026-05-24T08:16:44.466341Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "main",
        "last_msg": "2026-05-26T20:36:43.094000+00:00",
        "model": "sonnet[1m]",
        "pinned": true,
        "age_min": 1734.9306863,
        "age_str": "1.2d",
        "last_text": "e-integration.md](https://github.com/when2buy/paw_auto_research/blob/main/docs/qsd-reference-integration.md)\n\n\u5e76\u66f4\u65b0\u4e86\u4e24\u4e2a skills\uff1a\n\n- `strategy-generation` \u73b0\u5728\u4f1a\u8981\u6c42\u5148\u67e5 qsd \u7684 strategy/data/alpha-framework/playbook/known-issues\uff0c\u518d\u751f\u6210\u7b56\u7565\u3002\n- `strategy-eval` \u73b0\u5728\u4f1a\u8981\u6c42\u67e5 qsd \u7684 cross-validation\u3001transaction cost\u3001market impact\u3001factor risk\u3001drawdown\u3001known issues\uff0c\u518d\u505a review\u3002\n\n\u9a8c\u8bc1\u4e5f\u8dd1\u4e86\uff1a\n\n```bash\nquick_validate.py skills/strategy-eval\nquick_validate.py skills/strategy-generation\npython -m py_compile tools/eval_strategy.py tools/research_once.py domain/eval-gates/report_plus_bias_kit/*.py\n```\n\n\u73b0\u5728 repo \u6700\u65b0 main \u662f `506ff39`\uff0c\u672c\u5730\u548c\u8fdc\u7aef\u4e00\u81f4\u3002",
        "last_sender": "agent_session",
        "score": 12,
        "hits": [
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "6d454b80-153d-4da5-82fa-9d2d0da8997e",
        "asid": "d79a3d5b-32ae-4e98-9677-c0e079803f9f",
        "name": "\u5f00\u6e90\u9879\u76ee\u90e8\u7f72\u4e0e\u8bbf\u95ee",
        "created_at": "2026-05-20T20:49:33.525439Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T18:15:17.955000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1876.3496696333334,
        "age_str": "1.3d",
        "last_text": "\u4fee\u597d\u4e86 \u2705\n\n### Bug \u539f\u56e0\nGradio \u628a GLB \u6587\u4ef6\u8f93\u51fa\u8def\u5f84\u9650\u5236\u5728 cwd / \u7cfb\u7edf tmp\uff08`/mnt/localssd/colligo_cache/tmp`\uff09\u3002\u800c app \u628a session \u4e34\u65f6\u6587\u4ef6\u5199\u5230 `/tmp/tmp/<sessionid>/`\uff0c\u7ed3\u679c\u751f\u6210\u51fa\u6765\u7684\u9884\u89c8 GLB \u56e0\u4e3a\u4e0d\u5728\u767d\u540d\u5355\u91cc\u88ab Gradio \u62d2\u7edd\uff0c\u524d\u7aef\u5c31\u663e\u793a Error\u3002\n\n### \u4fee\u590d\n\u5728 `gr.Blocks.launch` \u91cc\u52a0\u4e86 `allowed_paths=['/tmp/tmp', '/tmp']`\u3002\n\n### \u9a8c\u8bc1\n- \u670d\u52a1\u91cd\u542f PID 1802212\n- API \u7aef\u5230\u7aef\u8dd1\u901a\uff1a`image_to_3d` 17.7s\uff08H100 \u6a21\u578b\u5df2 warmed up\uff09\uff0c\u8fd4\u56de ~5MB HTML preview\uff0c\u65e0 `InvalidPathError`\n\n\u5237\u65b0\u4e00\u4e0b\u6d4f\u89c8\u5668\uff0c\u518d\u70b9 **Generate** \u5e94\u8be5\u5c31\u80fd\u770b\u5230 3D \u9884\u89c8\u4e86\u3002\u8bbf\u95ee\u5165\u53e3\u4e0d\u53d8\uff1a\n\ud83d\udc49 **https://trellis2.adobefoundry.com**",
        "last_sender": "agent_session",
        "score": 12,
        "hits": [
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "5b830ab3-156d-48b4-8b68-04607f61b5d5",
        "asid": "e228116d-c882-49b5-97f8-b810027711db",
        "name": "[2.5.1] High Quality Dataset",
        "created_at": "2026-05-14T02:20:58.090146Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/eval-code-handoff",
        "last_msg": "2026-05-26T17:37:47.218000+00:00",
        "model": "opus[1m]",
        "pinned": true,
        "age_min": 1913.8619529666669,
        "age_str": "1.3d",
        "last_text": "3\uff0c\u78c1\u76d8\u7f13\u5b58\n\n### Dataset Review (port 41010) \u2014 \u4e4b\u524d\u5df2\u6062\u590d\n- \u4fdd\u6301\u539f\u72b6\uff0c9 \u4e2a dataset\uff0c345K rows\uff0cdataset_review_official.html\n\n### \u65b0 hostname URL\uff08\u65e7 `xpu-1gpu-1-0` \u4e0d\u80fd\u7528\uff0c\u8981\u6362 `xpu-1gpu-2-0`\uff09\n\n| \u670d\u52a1 | URL |\n|---|---|\n| Caption Review | https://pluto-prod-zouyang-xpu-1gpu-2-0-41009.or2.colligo.dev/caption-review/ |\n| Dataset Review | https://pluto-prod-zouyang-xpu-1gpu-2-0-41010.or2.colligo.dev/pairs/dataset_review_official.html |\n| Eval Report | https://pluto-prod-zouyang-xpu-1gpu-2-0-41004.or2.colligo.dev/eval_report_full.html |\n\nservices.json \u5df2\u66f4\u65b0\uff08\u542b `code_path` + `start_cmd`\uff0c\u4e0b\u6b21\u91cd\u542f\u53ef\u4e00\u952e\u62c9\u8d77\uff09\u3002Cluster Explorer \u7b49\u53e6\u4e00\u4e2a bot \u51fa\u6d3b\u5c31\u63a5\u8fdb\u6765\u3002",
        "last_sender": "agent_session",
        "score": 12,
        "hits": [
          "review"
        ],
        "account": "personal"
      },
      {
        "usid": "3ce17a36-9bfb-4ca4-985c-add4f320bce9",
        "asid": "5f020d96-542d-4fc4-b7f7-a089f1e8afb8",
        "name": "OpenClawd Bot\u6587\u6848\u67e5\u8be2",
        "created_at": "2026-05-26T16:18:59.835190Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T16:30:59.424000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 1980.82100685,
        "age_str": "1.4d",
        "last_text": "  - `brand-profile.md`\n  - `writing-style.md`\n  - `visual-style.md`\n  - `video-style.md`\n  - `compliance.md`\n- \u6587\u6848\u98ce\u683c\u6307\u5357\uff1a\n  - `/root/workspace/skills/brand-content/references/writing-style-guide.md`\n  - \u91cc\u9762\u6709\u5178\u578b\u5f00\u573a\uff1a`\u5927\u5bb6\u597d\u5440\u6211\u4eec\u662fwhen2buy\uff0c\u6765\u81ea\u7f8e\u56fd\u7845\u8c37`\n  - \u4e5f\u6709\u8868\u8fbe\u98ce\u683c\uff0c\u6bd4\u5982\u201c\u6700\u8fd1OpenClawd\u5f88\u706b\u70ed\u5440\u201d\n- \u5386\u53f2\u5185\u5bb9\u4ea7\u51fa\uff1a\n  - `/root/workspace/output/when2buy-daily-content-radar-2026-05-19.md`\n  - `/root/workspace/output/when2buy_2026_05_20.md`\n  - `/root/workspace/output/when2buy-daily-events-2026-05-26/message.txt`\n- \u8fd8\u6709\u6bcf\u65e5\u9009\u9898\u3001\u91cd\u5927\u4e8b\u4ef6\u3001AI/\u7f8e\u80a1/\u91d1\u878d\u79d1\u6280\u65b9\u5411\u7684\u5185\u5bb9\u6a21\u677f\u548c\u811a\u672c\u6d41\u7a0b\u3002\n\n\u6240\u4ee5\u7ed3\u8bba\u662f\uff1a\u80fd\u770b\u5230 when2buy-mkt-bot \u76f8\u5173\u6587\u6848\u4f53\u7cfb\u548c\u5386\u53f2\u4ea7\u51fa\uff1b\u5982\u679c\u4f60\u8981\u6211\u6574\u7406\u5b83\u7684\u6587\u6848\u98ce\u683c\u3001\u63d0\u53d6\u53ef\u590d\u7528\u6a21\u677f\uff0c\u6216\u8005\u6309\u8fd9\u4e2a\u98ce\u683c\u7ee7\u7eed\u5199\u65b0\u6587\u6848\uff0c\u6211\u53ef\u4ee5\u76f4\u63a5\u57fa\u4e8e\u8fd9\u4e9b\u6587\u4ef6\u6765\u505a\u3002",
        "last_sender": "agent_session",
        "score": 12,
        "hits": [
          "\u9009"
        ],
        "account": "aitist"
      },
      {
        "usid": "9d38937e-8348-43b2-bf11-0300ab15292f",
        "asid": "08407853-c03a-4105-9a5f-707757fb8698",
        "name": "\u5168\u7403\u80a1\u5e02\u6295\u8d44\u673a\u4f1a\u5206\u6790",
        "created_at": "2026-05-25T19:07:23.696996Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T23:56:18.472000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 1535.3410529666667,
        "age_str": "1.1d",
        "last_text": " v1` \u653e\u8fdb\u7814\u7a76\u5019\u9009\u6c60\uff0c\u4e0b\u4e00\u6b65\u505a causal replay / truncate-and-rerun \u9a8c\u8bc1\u3002\n- \u6211\u6ca1\u6709\u63d0\u4ea4\u4efb\u4f55 Alpaca \u8ba2\u5355\u3002\n\n\u672c\u5730\u65b0\u589e/\u66f4\u65b0\u7684\u5173\u952e\u6587\u4ef6\uff1a\n\n- `/workspace/steve/alpha_vault/research/2026-05-26_candidate_strategies/scripts/turnover_optimized_ai.py`\n- `/workspace/steve/alpha_vault/research/2026-05-26_candidate_strategies/eval_reports/candidate_ai_infra_turnover_optimized_v1/summary.md`\n- `/workspace/steve/alpha_vault/research/2026-05-26_candidate_strategies/reports/strategy_eval_current_holdings_report.html`\n- `/workspace/steve/alpha_vault/research/2026-05-26_candidate_strategies/experiments/EXP-turnover-adjusted-optimization-v1/decision.md`",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "156f4512-1575-4d02-a24c-1805c3f99523",
        "asid": "1d4ccb84-e62d-4634-a283-136f67d7edd9",
        "name": "[2] Tesco data vis",
        "created_at": "2026-05-22T09:14:51.933516Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/scap-eval-2026-05-25",
        "last_msg": "2026-05-26T17:18:37.756000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 1933.0196529666669,
        "age_str": "1.3d",
        "last_text": "Acknowledged \u2014 background curl finished. All three tasks complete; summary\u5df2\u53d1\u4e0a\u9762\u3002",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "fdde4fb6-5c8d-42a8-991a-6e9ae6b99720",
        "asid": "9ee20a1c-aa8e-4d08-9cad-dcb2b1bc0317",
        "name": "Tasco\u793e\u5a92\u54c1\u724c\u7b56\u7565\u5206\u6790",
        "created_at": "2026-05-17T08:23:21.241450Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/scap-eval-2026-05-25",
        "last_msg": "2026-05-26T06:02:22.552000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 2609.2730529666665,
        "age_str": "1.8d",
        "last_text": "\u65e5\u62a5\u5199\u5b8c\u5e76\u5408\u5e76 \u2705\n\n| | |\n|--|--|\n| PR | https://github.com/Adobe-Firefly/steve-updates/pull/67 |\n| \u72b6\u6001 | MERGED |\n| Project slug | `tesco-social-analysis`\uff08\u4e0e\u4eca\u5929\u53e6\u4e00\u4e2a `tesco-foundry` \u533a\u5206\u5f00\uff09 |\n\n\ud83d\udccc \u63d0\u9192\uff1a\u4eca\u5929\u8fd8\u6709\u522b\u7684 bot \u5199\u4e86 `tesco-foundry.md`\u3002\u7b49\u6240\u6709 bot \u90fd\u5199\u5b8c\u540e\u8dd1 `/daily-overview` \u751f\u6210\u603b\u89c8\u3002",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "62caac66-52dd-41e0-94c3-73647207f386",
        "asid": "06e8ef14-d857-4476-ab89-dcdf1bc2737f",
        "name": "Web Scraping Methods Comparison",
        "created_at": "2026-05-16T19:24:56.431423Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/scap-eval-2026-05-25",
        "last_msg": "2026-05-26T06:06:43.324000+00:00",
        "model": "opus",
        "pinned": false,
        "age_min": 2604.9268529666665,
        "age_str": "1.8d",
        "last_text": "Daily report shipped \u2705\n\n- **PR**: https://github.com/Adobe-Firefly/steve-updates/pull/68 (merged)\n- **Entry**: `daily/2026-05-25/tesco-scraping.md` + new project page `projects/tesco-scraping.md`\n\nReminder: run `/daily-overview` once all bots have reported to regenerate the daily summary.",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "ce2e4be4-e236-434b-b0c0-52eedeec6f43",
        "asid": "db76021a-d532-43e8-94fd-3b09d97fd498",
        "name": "[1.1] av low vol",
        "created_at": "2026-05-11T09:11:10.487527Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "simple-bagpipe",
        "last_msg": "2026-05-26T20:28:17.557000+00:00",
        "model": "gpt-5.5",
        "pinned": true,
        "age_min": 1743.3563029666666,
        "age_str": "1.2d",
        "last_text": "\u5f53\u524d paper \u6536\u76ca\u662f\uff1a\n\n`+$687.16`\uff0c\u7ea6 `+3.44%`\n\n\u57fa\u4e8e\uff1a\n- \u521d\u59cb\u6295\u5165\uff1a`$20,004.00`\n- \u5f53\u524d\u5e02\u503c\uff1a`$20,691.16`\n\n\u4e3b\u8981\u8d21\u732e\uff1a\n- `MU`: `+$348.17`\n- `AMD`: `+$337.02`\n- `AAPL`: `+$103.78`\n- `UNH`: `-$192.63`",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "7a9353f6-195c-4a52-ad6d-df70ed6341b6",
        "asid": "020a3470-e48a-4123-beb4-a000a7b7f6c3",
        "name": "[2.6] Cluster Visulization",
        "created_at": "2026-05-08T00:52:37.656872Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": "zouyang/delivery-datasets-doc",
        "last_msg": "2026-05-26T18:15:46.196000+00:00",
        "model": "opus[1m]",
        "pinned": false,
        "age_min": 1875.8789863,
        "age_str": "1.3d",
        "last_text": "- `cluster_explorer.html`, `filter_playground.html` \u2014 only on localssd, not in git\n\n**To rebuild cluster_explorer I would need to:**\n1. Re-run the gemini labeling pipeline (5 labelers \u00d7 914K images = ~$$$ + days)\n2. Re-extract DINOv2 embeddings (8-GPU job, several hours)\n3. Recompute UMAP\n4. Rewrite the HTML from scratch\n5. Set up cloudflare tunnel routing for new hostname\n\nThat's not a service restart, that's a **multi-day pipeline rerun**.\n\n**My honest recommendation:** the cluster_explorer demo is effectively \"lost work.\" Three concrete things I can deliver right now without that recompute:",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "personal"
      },
      {
        "usid": "c1f2cca6-a106-4e84-98c1-b01c2dbe717f",
        "asid": "2c5124f2-121b-4022-a0e7-fb4b872fff4d",
        "name": "GitHub Report Skill Visualization",
        "created_at": "2026-05-26T16:39:15.209460Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T16:42:27.767000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 1969.3486235166667,
        "age_str": "1.4d",
        "last_text": "\u5df2\u52a0\u597d\u3002\n\n\u5199\u5165\u4f4d\u7f6e\uff1a`/root/.report-skill/tokens.env`\uff0c\u6743\u9650\u662f `600`\u3002\n\n\u5df2\u914d\u7f6e\uff1a\n\n- `CLOUDFLARE_API_TOKEN`\n- `GH_TOKEN`\n- `GITHUB_TOKEN`\n\n\u9a8c\u8bc1\u7ed3\u679c\uff1a\n\n- Cloudflare token \u6709\u6548\u4e14 active\n- GitHub token \u53ef\u7528\uff0c`gh api user` \u8fd4\u56de\u8d26\u53f7 `oyzh888`\n- \u5df2\u5b89\u88c5 `wrangler 4.95.0`\n- `report-skill` \u9ed8\u8ba4\u53d1\u5e03\u901a\u9053\u5df2\u5207\u5230 `public-cf-pages`\n- `report doctor --probe` \u73b0\u5728\u663e\u793a `public-cf-pages` \u4e3a\u53ef\u7528\u4e14\u6392\u540d\u7b2c\u4e00\n\n\u6ce8\u610f\uff1a\u8fd9\u4e9b token \u5df2\u7ecf\u51fa\u73b0\u5728\u804a\u5929\u8bb0\u5f55\u91cc\uff0c\u540e\u7eed\u5efa\u8bae\u5728 Cloudflare/GitHub \u63a7\u5236\u53f0\u8f6e\u6362\u4e00\u6b21\uff0c\u907f\u514d\u957f\u671f\u66b4\u9732\u98ce\u9669\u3002",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "aitist"
      },
      {
        "usid": "9cd49155-0fd2-4a6d-a606-28f96d6701f8",
        "asid": "19400676-a9da-4547-94b9-5dd1e2184ef0",
        "name": "New Conversation Beginning",
        "created_at": "2026-05-26T16:20:07.818416Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T16:33:08.867000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 1978.6636235166666,
        "age_str": "1.4d",
        "last_text": "\u5df2\u91cd\u542f Omnara daemon\u3002\n\n\u5f53\u524d\u72b6\u6001\uff1a\n\n```text\nPID: 277045\nStarted: 2026-05-26T16:33:00.740Z\nDirectories: 4\n```\n\n\u6211\u53ea\u91cd\u542f\u4e86\u540e\u53f0 daemon\uff0c\u6ca1\u6709\u5f3a\u6740\u73b0\u6709 session \u8fdb\u7a0b\uff0c\u907f\u514d\u628a\u5f53\u524d\u6b63\u5728\u7528\u7684\u4f1a\u8bdd\u65ad\u6389\u3002",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "aitist"
      },
      {
        "usid": "8e0a0b61-a7b5-4b19-851f-c9f06d12d06e",
        "asid": "a2078fed-25ce-4af2-9b8f-6fe75ac44427",
        "name": "New Conversation Beginning",
        "created_at": "2026-05-21T04:25:38.324624Z",
        "status": "ACTIVE",
        "work_status": "IDLE",
        "connection_status": "CONNECTED",
        "branch": null,
        "last_msg": "2026-05-26T16:24:40.599000+00:00",
        "model": "gpt-5.5",
        "pinned": false,
        "age_min": 1987.1347568499998,
        "age_str": "1.4d",
        "last_text": "\u5df2\u5904\u7406\u597d\u3002\n\n\u6211\u5728 `clawdbot-hokeem` \u5bb9\u5668\u91cc\u5b8c\u6210\u4e86 Codex device-code \u767b\u5f55\uff0c\u5f53\u524d\u72b6\u6001\u662f\uff1a\n\n`Logged in using ChatGPT`\n\n\u8ba4\u8bc1\u6587\u4ef6\u4e5f\u5df2\u5237\u65b0\uff1a\n\n`/root/.codex/auth.json`\n`last_refresh: 2026-05-26T16:24:08Z`\n\n\u6211\u8fd8\u505a\u4e86\u4e00\u4e2a\u6700\u5c0f Codex \u8bf7\u6c42\u9a8c\u8bc1\uff0c\u8fd4\u56de\u4e86 `codex-ok`\uff0c\u8bf4\u660e\u65b0\u767b\u5f55\u51ed\u636e\u53ef\u7528\u3002\n\n\u53e6\u5916\u6211\u4fdd\u7559\u4e86\u65e7\u8ba4\u8bc1\u5907\u4efd\uff1a\n\n`/root/.codex/auth.json.bak.20260526T162152Z`",
        "last_sender": "agent_session",
        "score": 10,
        "hits": [],
        "account": "aitist"
      }
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  }
}