Run log

subagentic-20261003-0800

success started 3 Oct 2026 15:00 UTC finished 3 Oct 2026 15:19 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

How to add a Claude Code skill and invoke it How-Tos · 3 Oct 2026
Codex workers and a Claude referee seal every order-6 semigroup class News · 3 Oct 2026
T3 Code nightly ships Orchestrator V2 with Pi, a thread MCP, and delegate_task News · 3 Oct 2026
How to call open models on Gemini Enterprise Agent Platform How-Tos · 3 Oct 2026

Events

3 Oct 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20261003-0800"
}

3 Oct 2026 15:00 UTC manager trigger

payload

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

3 Oct 2026 15:01 UTC searcher candidates
payload
```
{
  "count": 8,
  "lightDay": true
}
```

3 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 5795,
  "output_tokens": 368,
  "total_tokens": 6163,
  "cached_tokens": 1152,
  "reasoning_tokens": 220,
  "cost_in_usd_ticks": 120700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

3 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 8535,
  "output_tokens": 127,
  "total_tokens": 8662,
  "cached_tokens": 1152,
  "reasoning_tokens": 41,
  "cost_in_usd_ticks": 161040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

3 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 10754,
  "output_tokens": 2742,
  "total_tokens": 13496,
  "cached_tokens": 8448,
  "reasoning_tokens": 2003,
  "cost_in_usd_ticks": 252880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

3 Oct 2026 15:01 UTC manager prefilter
payload
```
{
  "kept": 8
}
```

3 Oct 2026 15:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": true,
  "quietNote": "Thin product news after a promotional Codex case study and a Dots usage recap of the launch already on the desk. Kept T3 Orchestrator V2 and the semigroup formalization, then filled with evergreen how",
  "rejections": [
    {
      "url": "https://openai.com/index/chatham-financial",
      "reason": "promotional"
    },
    {
      "url": "https://thenewstack.io/openai-dots-codex-usage/",
      "reason": "duplicate"
    }
  ],
  "unreported": 0
}

3 Oct 2026 15:04 UTC analyst usage

payload

{
  "input_tokens": 165081,
  "output_tokens": 12672,
  "total_tokens": 177753,
  "cached_tokens": 102272,
  "reasoning_tokens": 7865,
  "cost_in_usd_ticks": 3677860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 20,
  "web_search_calls": 16,
  "x_search_calls": 4,
  "step": "analyze"
}

3 Oct 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 6278,
  "output_tokens": 10630,
  "total_tokens": 16908,
  "cached_tokens": 1152,
  "reasoning_tokens": 8870,
  "cost_in_usd_ticks": 746080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 15:07 UTC writer usage

payload

{
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  "output_tokens": 15173,
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  "cached_tokens": 1152,
  "reasoning_tokens": 12027,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 15:08 UTC writer usage

payload

{
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  "total_tokens": 29903,
  "cached_tokens": 1152,
  "reasoning_tokens": 15483,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 15:09 UTC editor usage

payload

{
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  "output_tokens": 10498,
  "total_tokens": 17354,
  "cached_tokens": 1152,
  "reasoning_tokens": 10306,
  "cost_in_usd_ticks": 749720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 15:09 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 22558,
  "cost_in_usd_ticks": 1676480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 15:09 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 22990,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 15:09 UTC writer usage

payload

{
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  "output_tokens": 4650,
  "total_tokens": 12891,
  "cached_tokens": 6272,
  "reasoning_tokens": 2904,
  "cost_in_usd_ticks": 349740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 15:10 UTC writer usage

payload

{
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  "total_tokens": 38916,
  "cached_tokens": 1920,
  "reasoning_tokens": 25247,
  "cost_in_usd_ticks": 1876040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 15:10 UTC editor usage

payload

{
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  "output_tokens": 9422,
  "total_tokens": 22758,
  "cached_tokens": 1152,
  "reasoning_tokens": 9122,
  "cost_in_usd_ticks": 814760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 15:10 UTC writer usage

payload

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

3 Oct 2026 15:10 UTC editor usage

payload

{
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  "total_tokens": 21335,
  "cached_tokens": 1152,
  "reasoning_tokens": 8282,
  "cost_in_usd_ticks": 741460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 15:10 UTC writer usage

payload

{
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  "total_tokens": 17293,
  "cached_tokens": 1152,
  "reasoning_tokens": 940,
  "cost_in_usd_ticks": 432300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 15:10 UTC writer published

payload

{
  "briefId": "claude-code-skills",
  "slug": "how-to-add-a-claude-code-skill",
  "section": "howtos",
  "status": "published"
}

3 Oct 2026 15:11 UTC writer usage

payload

{
  "input_tokens": 13717,
  "output_tokens": 8083,
  "total_tokens": 21800,
  "cached_tokens": 1920,
  "reasoning_tokens": 5186,
  "cost_in_usd_ticks": 730520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Oct 2026 15:12 UTC editor usage

payload

{
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  "output_tokens": 8611,
  "total_tokens": 21955,
  "cached_tokens": 1152,
  "reasoning_tokens": 8592,
  "cost_in_usd_ticks": 766260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Oct 2026 15:12 UTC writer published

payload

{
  "briefId": "semigroup-order6",
  "slug": "agents-certify-order-6-semigroups",
  "section": "posts",
  "status": "published"
}

3 Oct 2026 15:13 UTC editor usage

payload

{
  "input_tokens": 6838,
  "output_tokens": 5981,
  "total_tokens": 12819,
  "cached_tokens": 1536,
  "reasoning_tokens": 5962,
  "cost_in_usd_ticks": 472580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Oct 2026 15:13 UTC editor usage

payload

{
  "input_tokens": 13711,
  "output_tokens": 11092,
  "total_tokens": 24803,
  "cached_tokens": 1152,
  "reasoning_tokens": 10786,
  "cost_in_usd_ticks": 922460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 15:13 UTC writer published

payload

{
  "briefId": "t3-orchestrator-v2",
  "slug": "t3-code-orchestrator-v2-nightly",
  "section": "posts",
  "status": "published"
}

3 Oct 2026 15:14 UTC writer usage

payload

{
  "input_tokens": 13957,
  "output_tokens": 4309,
  "total_tokens": 18266,
  "cached_tokens": 10624,
  "reasoning_tokens": 1463,
  "cost_in_usd_ticks": 378320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 15:14 UTC writer usage

payload

{
  "input_tokens": 24258,
  "output_tokens": 23739,
  "total_tokens": 47997,
  "cached_tokens": 1920,
  "reasoning_tokens": 20317,
  "cost_in_usd_ticks": 1880700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Oct 2026 15:15 UTC writer usage

payload

{
  "input_tokens": 14181,
  "output_tokens": 27632,
  "total_tokens": 41813,
  "cached_tokens": 11392,
  "reasoning_tokens": 25421,
  "cost_in_usd_ticks": 1770660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Oct 2026 15:16 UTC editor usage

payload

{
  "input_tokens": 13660,
  "output_tokens": 12323,
  "total_tokens": 25983,
  "cached_tokens": 1152,
  "reasoning_tokens": 12237,
  "cost_in_usd_ticks": 995300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Oct 2026 15:16 UTC writer dropped

payload

{
  "briefId": "agent-sdk-skills",
  "slug": "how-to-load-skills-in-the-claude-agent-sdk",
  "section": "howtos",
  "status": "dropped",
  "reason": "The unused-skill description check is not sent to the Claude Code skills guide. The Agent SDK page links that case to Agent Skills best practices on platform.claude.com, not the Claude Code skills gui"
}

3 Oct 2026 15:16 UTC editor usage

payload

{
  "input_tokens": 23893,
  "output_tokens": 10516,
  "total_tokens": 34409,
  "cached_tokens": 1152,
  "reasoning_tokens": 10497,
  "cost_in_usd_ticks": 1091540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 15:16 UTC writer published

payload

{
  "briefId": "gemini-maas-models",
  "slug": "how-to-call-open-models-on-gemini-enterprise",
  "section": "howtos",
  "status": "published"
}

3 Oct 2026 15:17 UTC writer usage

payload

{
  "input_tokens": 14269,
  "output_tokens": 46285,
  "total_tokens": 60554,
  "cached_tokens": 1920,
  "reasoning_tokens": 43055,
  "cost_in_usd_ticks": 3033680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Oct 2026 15:17 UTC writer dropped

payload

{
  "briefId": "langgraph-quickstart",
  "slug": "how-to-build-a-langgraph-calculator-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "word count 1619 outside 500-1600"
}

3 Oct 2026 15:18 UTC editor usage

payload

{
  "input_tokens": 80256,
  "output_tokens": 15763,
  "total_tokens": 96019,
  "cached_tokens": 17408,
  "reasoning_tokens": 15333,
  "cost_in_usd_ticks": 2489780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 4,
  "web_search_calls": 4,
  "x_search_calls": 0,
  "step": "record-judge"
}

3 Oct 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 13828,
  "output_tokens": 4707,
  "total_tokens": 18535,
  "cached_tokens": 11392,
  "reasoning_tokens": 2484,
  "cost_in_usd_ticks": 388100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 15:19 UTC writer dropped

payload

{
  "briefId": "claude-api-skills",
  "slug": "how-to-call-agent-skills-from-the-claude-api",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: container.skills"
}

3 Oct 2026 15:19 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2106403785509589195"
  ]
}

3 Oct 2026 15:19 UTC social usage

payload

{
  "input_tokens": 1563,
  "output_tokens": 1468,
  "total_tokens": 3031,
  "cached_tokens": 1152,
  "reasoning_tokens": 1410,
  "cost_in_usd_ticks": 102060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

3 Oct 2026 15:19 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 8,
  "filtered": 8,
  "briefs": 7,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2106403785509589195"
    ]
  },
  "outcomes": [
    {
      "briefId": "t3-orchestrator-v2",
      "slug": "t3-code-orchestrator-v2-nightly",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-code-skills",
      "slug": "how-to-add-a-claude-code-skill",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "claude-api-skills",
      "slug": "how-to-call-agent-skills-from-the-claude-api",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: container.skills"
    },
    {
      "briefId": "agent-sdk-skills",
      "slug": "how-to-load-skills-in-the-claude-agent-sdk",
      "section": "howtos",
      "status": "dropped",
      "reason": "The unused-skill description check is not sent to the Claude Code skills guide. The Agent SDK page links that case to Agent Skills best practices on platform.claude.com, not the Claude Code skills gui"
    },
    {
      "briefId": "gemini-maas-models",
      "slug": "how-to-call-open-models-on-gemini-enterprise",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "langgraph-quickstart",
      "slug": "how-to-build-a-langgraph-calculator-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "word count 1619 outside 500-1600"
    },
    {
      "briefId": "semigroup-order6",
      "slug": "agents-certify-order-6-semigroups",
      "section": "posts",
      "status": "published"
    }
  ]
}

3 Oct 2026 15:19 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261003-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-03.md"
}

3 Oct 2026 15:19 UTC manager emailed

payload

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