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Sovereign Sentinel (AI)
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🤖 Sentinel: Data sync from thealtstack — 2026-06-15-11
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Lines changed: 177 additions & 85 deletions

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‎data/cortex-memory.json‎

Lines changed: 79 additions & 79 deletions
Original file line numberDiff line numberDiff line change
@@ -2,28 +2,6 @@
22
"version": 1,
33
"createdAt": "2026-04-18T17:13:10.082Z",
44
"episodes": [
5-
{
6-
"id": "ep_1778142947273_aq7iu",
7-
"timestamp": "2026-05-07T08:35:47.273Z",
8-
"agent": "SENTINEL",
9-
"type": "patrol_summary",
10-
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11-
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12-
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13-
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14-
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15-
},
16-
{
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"id": "ep_1778162156721_25nnh",
18-
"timestamp": "2026-05-07T13:55:56.721Z",
19-
"agent": "SENTINEL",
20-
"type": "thought",
21-
"task": "\nYou are planning today's patrol. Based on the current state, decide which operations to run and in what order.\n\nCURRENT STATE:\n- Directory: 488 tools, 32 categories\n- Health score: 65/100\n- Docker coverage: 132/488\n- Tools under observation: 176\n\nPRIORITIES:\n- [HIGH] HR has only 2 tools. Discovery should target this category.\n- [HIGH] E-commerce has only 2 tools. Discovery should target this category.\n- [HIGH] Legal has only 2 tools. Discovery should target this category.\n- [HIGH] Financial has only 2 tools. Discovery should target this category.\n- [HIGH] Creative has only 2 tools. Discovery should target this category.\n\nSOURCE PERFORMANCE:\n- github: 6% qualified rate (12 runs)\n- reddit: 3% qualified rate (2 runs)\n- hackernews: 0% qualified rate (10 runs)\n- producthunt: 0% qualified rate (7 runs)\n- dockerhub: 0% qualified rate (10 runs)\n\nRECENT ACTIVITY:\n- [ORION] source_performance: github returned 26 candidates but ZERO qualified. Consider deprioritizing this source.\n- [ORION] source_performance: hackernews returned 36 candidates but ZERO qualified. Consider deprioritizing this source.\n- [ORION] source_performance: dockerhub returned 42 candidates but ZERO qualified. Consider deprioritizing this source.\n- [ORION] low_yield: Discovery yield extremely low: 0/106 qualified (0.0%). Sources may need recalibration.\n- [SENTINEL] patrol_summary: completed\n\nAVAILABLE OPERATIONS:\n- discover: Scan sources for new tools (cost: medium)\n- filter: Judge discovered candidates (cost: medium)\n- forge: Build tool profiles and Docker configs (cost: high)\n- update: Refresh metadata on existing tools (cost: medium)\n- heal: Fix broken links and stale data (cost: low)\n- backfill_docker: Add Docker configs to uncovered tools (cost: high)\n- content: Generate blog content (cost: high)\n- polish: Polish and refine content (cost: medium)\n\nRULES:\n- Always include 'heal' (low cost, keeps data clean)\n- Include 'discover → filter → forge' chain only if you decide new tools are needed\n- Include 'update' at least every other patrol\n- Include 'content' only if there are interesting tools to write about\n- Order operations by priority\n\nRespond as JSON: {\n \"operations\": [\"operation_name\", ...],\n \"reasoning\": \"Why this plan (2-3 sentences)\",\n \"skipReason\": \"If skipping discovery, explain why\"\n}",
22-
"subject": "patrol_planning",
23-
"decision": "No response",
24-
"reasoning": "LLM returned null",
25-
"confidence": 0
26-
},
275
{
286
"id": "ep_1778162614721_7irfi",
297
"timestamp": "2026-05-07T14:03:34.721Z",
@@ -4876,6 +4854,28 @@
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4857+
},
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{
4859+
"id": "ep_1781524510602_xmpmk",
4860+
"timestamp": "2026-06-15T11:55:10.602Z",
4861+
"agent": "SENTINEL",
4862+
"type": "thought",
4863+
"task": "\nYou are planning today's patrol. Based on the current state, decide which operations to run and in what order.\n\nCURRENT STATE:\n- Directory: 145 tools, 32 categories\n- Health score: 67/100\n- Docker coverage: 94/145\n- Tools under observation: 26\n\nPRIORITIES:\n- [HIGH] HR has only 2 tools. Discovery should target this category.\n- [HIGH] E-commerce has only 2 tools. Discovery should target this category.\n- [HIGH] Legal has only 2 tools. Discovery should target this category.\n- [HIGH] Financial has only 2 tools. Discovery should target this category.\n- [HIGH] Creative has only 2 tools. Discovery should target this category.\n\nSOURCE PERFORMANCE:\n- github: 13% qualified rate (151 runs)\n- hackernews: 4% qualified rate (149 runs)\n- reddit: 3% qualified rate (2 runs)\n- producthunt: 0% qualified rate (67 runs)\n- dockerhub: 0% qualified rate (91 runs)\n\nRECENT ACTIVITY:\n- [SENTINEL] patrol_summary: completed\n- [SENTINEL] thought: No response\n- [SENTINEL] patrol_summary: completed\n- [SENTINEL] thought: No response\n- [SENTINEL] patrol_summary: completed\n\nAVAILABLE OPERATIONS:\n- discover: Scan sources for new tools (cost: medium)\n- filter: Judge discovered candidates (cost: medium)\n- forge: Build tool profiles and Docker configs (cost: high)\n- update: Refresh metadata on existing tools (cost: medium)\n- heal: Fix broken links and stale data (cost: low)\n- backfill_docker: Add Docker configs to uncovered tools (cost: high)\n- content: Generate blog content (cost: high)\n- polish: Polish and refine content (cost: medium)\n\nRULES:\n- Always include 'heal' (low cost, keeps data clean)\n- Include 'discover → filter → forge' chain only if you decide new tools are needed\n- Include 'update' at least every other patrol\n- Include 'content' only if there are interesting tools to write about\n- Order operations by priority\n\nWhen formulating your 'details' JSON object, ensure it includes:\n{\n \"operations\": [\"operation_name\", ...],\n \"skipReason\": \"If skipping discovery, explain why\"\n}\n\nSATURATION GATE:\nIf any category has >50 tools, it is saturated. You must instruct Orion to exclude it by setting \"excludeCategories\" in details, or skip discovery entirely if your focus is full.\n- No categories saturated.\n",
4864+
"subject": "patrol_planning",
4865+
"decision": "No response",
4866+
"reasoning": "LLM returned null",
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"confidence": 0
4868+
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{
4870+
"id": "ep_1781524649558_ihmuq",
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"timestamp": "2026-06-15T11:57:29.558Z",
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@@ -4943,7 +4943,7 @@
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@@ -5135,18 +5135,18 @@
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‎data/memory.json‎

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@@ -1726,13 +1726,13 @@
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},
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@@ -1790,13 +1790,13 @@
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@@ -23522,5 +23522,97 @@
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2352523617
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2352623618
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