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Sovereign Sentinel (AI)
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🤖 Sentinel: Data sync from thealtstack — 2026-07-19-02
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Lines changed: 203 additions & 76 deletions

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‎data/cortex-memory.json‎

Lines changed: 79 additions & 76 deletions
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@@ -2,25 +2,6 @@
22
"version": 1,
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"createdAt": "2026-04-18T17:13:10.082Z",
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"episodes": [
5-
{
6-
"id": "ep_1779825827099_cmiub",
7-
"timestamp": "2026-05-26T20:03:47.099Z",
8-
"agent": "SENTINEL",
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"type": "thought",
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"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: 11% qualified rate (83 runs)\n- hackernews: 4% qualified rate (81 runs)\n- reddit: 3% qualified rate (2 runs)\n- producthunt: 0% qualified rate (60 runs)\n- dockerhub: 0% qualified rate (81 runs)\n\nRECENT ACTIVITY:\n- [SENTINEL] thought: No response\n- [ORION] source_performance: producthunt returned 6 candidates but ZERO qualified. Consider deprioritizing this source.\n- [ORION] source_performance: dockerhub returned 41 candidates but ZERO qualified. Consider deprioritizing this source.\n- [ORION] low_yield: Discovery yield extremely low: 6/121 qualified (5.0%). 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}",
11-
"subject": "patrol_planning",
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"decision": "No response",
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"reasoning": "LLM returned null",
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"confidence": 0
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},
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{
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"id": "ep_1779826359751_mu42c",
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"timestamp": "2026-05-26T20:12:39.751Z",
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"agent": "ORION",
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"type": "source_performance",
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"lesson": "producthunt returned 6 candidates but ZERO qualified. Consider deprioritizing this source.",
22-
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},
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{
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"id": "ep_1779826359753_ht25y",
267
"timestamp": "2026-05-26T20:12:39.753Z",
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"timestamp": "2026-07-19T02:10:40.184Z",
5217+
"agent": "SENTINEL",
5218+
"type": "thought",
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"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: 14% qualified rate (284 runs)\n- hackernews: 3% qualified rate (282 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 41 candidates but ZERO qualified. Consider deprioritizing this source.\n- [SENTINEL] patrol_summary: completed\n- [SENTINEL] thought: No response\n- [ORION] source_performance: hackernews returned 39 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",
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‎data/memory.json‎

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