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Sovereign Sentinel (AI)
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🤖 Sentinel: Data sync from thealtstack — 2026-08-14-18
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Lines changed: 172 additions & 86 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_1782355762190_wf9cp",
7-
"timestamp": "2026-06-25T02:49:22.190Z",
8-
"agent": "SENTINEL",
9-
"type": "patrol_summary",
10-
"discovered": 78,
11-
"qualified": 3,
12-
"forged": 0,
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"failures": 0,
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"lessonsExtracted": 1
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},
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{
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"id": "ep_1782377632443_7dm3h",
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"timestamp": "2026-06-25T08:53:52.443Z",
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"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: 145 tools, 32 categories\n- Health score: 67/100\n- Docker coverage: 94/145\n- Tools under observation: 27\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 (190 runs)\n- hackernews: 4% qualified rate (188 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- [ORION] low_yield: Discovery yield extremely low: 3/63 qualified (4.8%). Sources may need recalibration.\n- [SENTINEL] patrol_summary: completed\n- [SENTINEL] thought: No response\n- [ORION] low_yield: Discovery yield extremely low: 3/78 qualified (3.8%). 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\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",
22-
"subject": "patrol_planning",
23-
"decision": "No response",
24-
"reasoning": "LLM returned null",
25-
"confidence": 0
26-
},
275
{
286
"id": "ep_1782377734985_6zlt4",
297
"timestamp": "2026-06-25T08:55:34.985Z",
@@ -5204,6 +5182,28 @@
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"forged": 0,
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5185+
},
5186+
{
5187+
"id": "ep_1786733144689_fga2i",
5188+
"timestamp": "2026-08-14T18:45:44.689Z",
5189+
"agent": "SENTINEL",
5190+
"type": "thought",
5191+
"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: 27\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: 16% qualified rate (388 runs)\n- hackernews: 3% qualified rate (386 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- [ORION] source_performance: hackernews returned 38 candidates but ZERO qualified. Consider deprioritizing this source.\n- [SENTINEL] patrol_summary: completed\n- [SENTINEL] thought: No response\n- [ORION] source_performance: hackernews returned 36 candidates but ZERO qualified. Consider deprioritizing this source.\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",
5192+
"subject": "patrol_planning",
5193+
"decision": "No response",
5194+
"reasoning": "LLM returned null",
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5196+
},
5197+
{
5198+
"id": "ep_1786733261223_ntew5",
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"timestamp": "2026-08-14T18:47:41.223Z",
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@@ -5271,7 +5271,7 @@
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@@ -5463,18 +5463,18 @@
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@@ -5500,112 +5500,112 @@
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‎data/memory.json‎

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Original file line numberDiff line numberDiff line change
@@ -18478,14 +18478,14 @@
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},
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@@ -48580,13 +48580,13 @@
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@@ -52126,5 +52126,91 @@
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}

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