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Sovereign Sentinel (AI)
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🤖 Sentinel: Data sync from thealtstack — 2026-09-06-19
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Lines changed: 140 additions & 88 deletions

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‎data/cortex-memory.json‎

Lines changed: 85 additions & 85 deletions
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"version": 1,
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"createdAt": "2026-04-18T17:13:10.082Z",
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"episodes": [
5-
{
6-
"id": "ep_1783994529448_3dhev",
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"timestamp": "2026-07-14T02:02:09.448Z",
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"agent": "SENTINEL",
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"type": "patrol_summary",
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"forged": 0,
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},
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{
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"id": "ep_1784015685469_qks1s",
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"timestamp": "2026-07-14T07:54:45.469Z",
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"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: 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 (265 runs)\n- hackernews: 3% qualified rate (263 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",
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"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_1784015796260_3rk4t",
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"timestamp": "2026-07-14T07:56:36.260Z",
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"agent": "ORION",
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"type": "source_performance",
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"lesson": "hackernews returned 31 candidates but ZERO qualified. Consider deprioritizing this source.",
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"category": "source_yield"
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},
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{
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"id": "ep_1784015796263_ov807",
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"timestamp": "2026-07-14T07:56:36.263Z",
@@ -5266,6 +5236,36 @@
52665236
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},
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{
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"id": "ep_1788724465518_elo4k",
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"timestamp": "2026-09-06T19:54:25.518Z",
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"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: 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: 17% qualified rate (474 runs)\n- hackernews: 3% qualified rate (471 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",
5246+
"subject": "patrol_planning",
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"decision": "No response",
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5252+
"id": "ep_1788724613791_7po0v",
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"timestamp": "2026-09-06T19:56:53.791Z",
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"agent": "ORION",
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"type": "source_performance",
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"lesson": "hackernews returned 34 candidates but ZERO qualified. Consider deprioritizing this source.",
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{
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"id": "ep_1788724613796_qyg0v",
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"timestamp": "2026-09-06T19:56:53.796Z",
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‎data/memory.json‎

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},
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"awesome-foss/awesome-sysadmin": {
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"times_seen": 11,
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"sources": [],
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"status": "rejected",
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"reason": "no_docker",
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"license": "NOASSERTION",
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"cooldown_until": "2026-09-06T15:55:38.897Z"
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"dokploy/dokploy": {
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"first_seen": "2026-04-08T13:45:48.345Z",
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"cooldown_until": "2026-09-20T14:49:27.203Z"
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