Run log

subagentic-20260912-0800

success started 12 Sep 2026 15:01 UTC finished 12 Sep 2026 15:31 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

How to migrate from OpenClaw to Hermes Agent How-Tos · 12 Sep 2026
How to test Claude Code plugins with evals How-Tos · 12 Sep 2026
Google Cloud ships a Developer Plugin for AI coding agents News · 12 Sep 2026
How to set up Grok Bot and chain specialist bots How-Tos · 12 Sep 2026

Events

12 Sep 2026 15:01 UTC manager opened

payload

{
  "runId": "subagentic-20260912-0800"
}

12 Sep 2026 15:01 UTC manager trigger

payload

{
  "source": "cron",
  "maxArticles": 5
}

12 Sep 2026 15:03 UTC searcher candidates
payload
```
{
  "count": 7,
  "lightDay": true
}
```

12 Sep 2026 15:03 UTC searcher usage

payload

{
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  "output_tokens": 1432,
  "total_tokens": 6204,
  "cached_tokens": 512,
  "reasoning_tokens": 1229,
  "cost_in_usd_ticks": 223680000,
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  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

12 Sep 2026 15:03 UTC searcher usage

payload

{
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  "output_tokens": 2328,
  "total_tokens": 12312,
  "cached_tokens": 0,
  "reasoning_tokens": 2325,
  "cost_in_usd_ticks": 339360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

12 Sep 2026 15:03 UTC searcher usage

payload

{
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  "output_tokens": 4243,
  "total_tokens": 17481,
  "cached_tokens": 512,
  "reasoning_tokens": 3569,
  "cost_in_usd_ticks": 511660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

12 Sep 2026 15:03 UTC manager prefilter
payload
```
{
  "kept": 7
}
```

12 Sep 2026 15:05 UTC analyst slate

payload

{
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  "quietDay": true,
  "quietNote": "Dated candidates from Sept 10–11 sit outside the 48-hour window; only docs-backed how-tos remain.",
  "rejections": [
    {
      "url": "https://openai.com/index/cognition-devin-testing-with-astra",
      "reason": "stale"
    },
    {
      "url": "https://openai.com/index/using-codex-chatgpt-to-search-for-new-antimicrobials",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2098419464597295145",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/GiovanniPasq/agentic-rag-for-dummies",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2098507953309438118",
      "reason": "unverified"
    }
  ],
  "unreported": 0
}

12 Sep 2026 15:05 UTC analyst usage

payload

{
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  "cached_tokens": 20224,
  "reasoning_tokens": 5283,
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  "num_sources_used": 0,
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  "web_search_calls": 7,
  "x_search_calls": 3,
  "step": "analyze"
}

12 Sep 2026 15:08 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 6265,
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  "step": "record-write"
}

12 Sep 2026 15:08 UTC writer usage

payload

{
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  "cached_tokens": 0,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

12 Sep 2026 15:10 UTC writer usage

payload

{
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  "total_tokens": 15087,
  "cached_tokens": 512,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

12 Sep 2026 15:11 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 5359,
  "cost_in_usd_ticks": 1001020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

12 Sep 2026 15:12 UTC writer published

payload

{
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  "slug": "how-to-migrate-openclaw-to-hermes-agent",
  "section": "howtos",
  "status": "published"
}

12 Sep 2026 15:13 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 22798,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

12 Sep 2026 15:14 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 5226,
  "cost_in_usd_ticks": 739940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

12 Sep 2026 15:15 UTC writer published

payload

{
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  "slug": "how-to-test-claude-code-plugins-with-evals",
  "section": "howtos",
  "status": "published"
}

12 Sep 2026 15:17 UTC searcher replenishment
payload
```
{
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  "kept": 8,
  "remaining": 3
}
```

12 Sep 2026 15:17 UTC searcher usage

payload

{
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  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

12 Sep 2026 15:17 UTC searcher usage

payload

{
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  "cached_tokens": 3200,
  "reasoning_tokens": 888,
  "cost_in_usd_ticks": 249660000,
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  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}

12 Sep 2026 15:17 UTC searcher usage

payload

{
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  "output_tokens": 4184,
  "total_tokens": 15180,
  "cached_tokens": 9600,
  "reasoning_tokens": 3576,
  "cost_in_usd_ticks": 326960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

12 Sep 2026 15:19 UTC analyst replenishment

payload

{
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  "rejections": [
    {
      "url": "https://github.com/xai-org/grok-build",
      "reason": "stale"
    },
    {
      "url": "https://github.com/nousresearch/hermes-agent",
      "reason": "duplicate"
    },
    {
      "url": "https://ones.com/blog/how-to-connect-claude-code-to-ones-com-through-mcp/",
      "reason": "promotional"
    }
  ]
}

12 Sep 2026 15:19 UTC analyst usage

payload

{
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  "output_tokens": 7776,
  "total_tokens": 64763,
  "cached_tokens": 21376,
  "reasoning_tokens": 6066,
  "cost_in_usd_ticks": 1735660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 9,
  "web_search_calls": 7,
  "x_search_calls": 2,
  "step": "replenish-analyze"
}

12 Sep 2026 15:21 UTC writer usage

payload

{
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  "output_tokens": 5173,
  "total_tokens": 11805,
  "cached_tokens": 512,
  "reasoning_tokens": 3171,
  "cost_in_usd_ticks": 435340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

12 Sep 2026 15:21 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 4715,
  "cost_in_usd_ticks": 400680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

12 Sep 2026 15:22 UTC editor usage

payload

{
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  "output_tokens": 3318,
  "total_tokens": 11853,
  "cached_tokens": 512,
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  "cost_in_usd_ticks": 362100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

12 Sep 2026 15:22 UTC writer usage

payload

{
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  "output_tokens": 2511,
  "total_tokens": 11159,
  "cached_tokens": 1280,
  "reasoning_tokens": 545,
  "cost_in_usd_ticks": 304420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

12 Sep 2026 15:22 UTC editor usage

payload

{
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  "output_tokens": 3318,
  "total_tokens": 11853,
  "cached_tokens": 512,
  "reasoning_tokens": 3263,
  "cost_in_usd_ticks": 362100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

12 Sep 2026 15:22 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "how-to-install-firebase-agent-skills",
  "section": "howtos",
  "status": "dropped",
  "reason": "below 90 after revise score=87"
}

12 Sep 2026 15:22 UTC editor usage

payload

{
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  "output_tokens": 4860,
  "total_tokens": 8811,
  "cached_tokens": 512,
  "reasoning_tokens": 4841,
  "cost_in_usd_ticks": 362940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

12 Sep 2026 15:23 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "google-cloud-developer-plugin-coding-agents",
  "section": "posts",
  "status": "published"
}

12 Sep 2026 15:24 UTC writer usage

payload

{
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  "output_tokens": 22489,
  "total_tokens": 36393,
  "cached_tokens": 512,
  "reasoning_tokens": 20417,
  "cost_in_usd_ticks": 1619740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

12 Sep 2026 15:25 UTC editor usage

payload

{
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  "output_tokens": 4059,
  "total_tokens": 47527,
  "cached_tokens": 1024,
  "reasoning_tokens": 3689,
  "cost_in_usd_ticks": 1297540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 4,
  "web_search_calls": 4,
  "x_search_calls": 0,
  "step": "record-judge"
}

12 Sep 2026 15:29 UTC writer usage

payload

{
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  "output_tokens": 14035,
  "total_tokens": 30193,
  "cached_tokens": 13824,
  "reasoning_tokens": 11960,
  "cost_in_usd_ticks": 957900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

12 Sep 2026 15:31 UTC editor usage

payload

{
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  "cached_tokens": 14336,
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  "cost_in_usd_ticks": 1292740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 4,
  "web_search_calls": 4,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

12 Sep 2026 15:31 UTC writer published

payload

{
  "briefId": "r2-2",
  "slug": "how-to-set-up-grok-bot",
  "section": "howtos",
  "status": "published"
}

12 Sep 2026 15:31 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2098796743332905327"
  ]
}

12 Sep 2026 15:31 UTC social usage

payload

{
  "input_tokens": 943,
  "output_tokens": 783,
  "total_tokens": 1726,
  "cached_tokens": 512,
  "reasoning_tokens": 726,
  "cost_in_usd_ticks": 58160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

12 Sep 2026 15:31 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 15,
  "filtered": 15,
  "briefs": 5,
  "replenished": 3,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2098796743332905327"
    ]
  },
  "outcomes": [
    {
      "briefId": "plugin-evals",
      "slug": "how-to-test-claude-code-plugins-with-evals",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "hermes-migrate",
      "slug": "how-to-migrate-openclaw-to-hermes-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "google-cloud-developer-plugin-coding-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-install-firebase-agent-skills",
      "section": "howtos",
      "status": "dropped",
      "reason": "below 90 after revise score=87"
    },
    {
      "briefId": "r2-2",
      "slug": "how-to-set-up-grok-bot",
      "section": "howtos",
      "status": "published"
    }
  ]
}

12 Sep 2026 15:31 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260912-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-12.md"
}

12 Sep 2026 15:32 UTC manager emailed

payload

{
  "messageId": "<[redacted]@subagentic.ai>",
  "count": 1
}