Run log

subagentic-20260924-2000

success started 25 Sep 2026 03:00 UTC finished 25 Sep 2026 03:20 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Meta says Muse was built from scratch but heavily inspired by OpenClaw News · 25 Sep 2026
Steinberger says OpenClaw deleted ~400k test lines with little coverage change News · 25 Sep 2026
Claude Marketplace puts plugins, buyable agents, and partners in one catalog News · 25 Sep 2026

Events

25 Sep 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20260924-2000"
}

25 Sep 2026 03:00 UTC manager trigger

payload

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

25 Sep 2026 03:02 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

25 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 5424,
  "output_tokens": 1876,
  "total_tokens": 7300,
  "cached_tokens": 512,
  "reasoning_tokens": 1678,
  "cost_in_usd_ticks": 663360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

25 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 11403,
  "output_tokens": 4542,
  "total_tokens": 15945,
  "cached_tokens": 5376,
  "reasoning_tokens": 3635,
  "cost_in_usd_ticks": 419940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

25 Sep 2026 03:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

25 Sep 2026 03:04 UTC analyst slate

payload

{
  "count": 3,
  "quietDay": true,
  "quietNote": "Only two confirmable stories survived triage; remaining candidates were recaps, vendor promo, or stale docs.",
  "rejections": [
    {
      "url": "https://research.google/pubs/openclaw-in-practice-building-laptop-less-engineering-workflows-with-an-agent-harness/",
      "reason": "stale"
    },
    {
      "url": "https://openai.com/index/ringg",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2103125304101523948",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2103190045163213246",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2103280866084708510",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2103130299186233601",
      "reason": "low-signal"
    },
    {
      "url": "https://temporal.io/blog/orchestrating-ambient-agents-with-temporal",
      "reason": "stale"
    },
    {
      "url": "https://getknit.dev/blog/advanced-mcp-agent-orchestration-chaining-and-handoffs/",
      "reason": "promotional"
    }
  ],
  "unreported": 0
}

25 Sep 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 133901,
  "output_tokens": 8092,
  "total_tokens": 141993,
  "cached_tokens": 78336,
  "reasoning_tokens": 5859,
  "cost_in_usd_ticks": 3388500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 17,
  "web_search_calls": 10,
  "x_search_calls": 7,
  "step": "analyze"
}

25 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 18343,
  "output_tokens": 6161,
  "total_tokens": 24504,
  "cached_tokens": 512,
  "reasoning_tokens": 5368,
  "cost_in_usd_ticks": 728840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 3880,
  "output_tokens": 6579,
  "total_tokens": 10459,
  "cached_tokens": 512,
  "reasoning_tokens": 5782,
  "cost_in_usd_ticks": 464660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Sep 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 18163,
  "output_tokens": 3432,
  "total_tokens": 21595,
  "cached_tokens": 512,
  "reasoning_tokens": 3413,
  "cost_in_usd_ticks": 561500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

25 Sep 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 3758,
  "output_tokens": 3864,
  "total_tokens": 7622,
  "cached_tokens": 512,
  "reasoning_tokens": 3611,
  "cost_in_usd_ticks": 299320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

25 Sep 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 3629,
  "output_tokens": 11866,
  "total_tokens": 15495,
  "cached_tokens": 512,
  "reasoning_tokens": 10215,
  "cost_in_usd_ticks": 776860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Sep 2026 03:07 UTC writer published

payload

{
  "briefId": "muse-openclaw-like",
  "slug": "meta-muse-openclaw-lookalike",
  "section": "posts",
  "status": "published"
}

25 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 4931,
  "output_tokens": 4431,
  "total_tokens": 9362,
  "cached_tokens": 512,
  "reasoning_tokens": 3630,
  "cost_in_usd_ticks": 356800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

25 Sep 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 3762,
  "output_tokens": 3691,
  "total_tokens": 7453,
  "cached_tokens": 896,
  "reasoning_tokens": 3672,
  "cost_in_usd_ticks": 283260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

25 Sep 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 5368,
  "output_tokens": 10543,
  "total_tokens": 15911,
  "cached_tokens": 512,
  "reasoning_tokens": 8853,
  "cost_in_usd_ticks": 732260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

25 Sep 2026 03:09 UTC writer published

payload

{
  "briefId": "openclaw-test-prune",
  "slug": "openclaw-deletes-low-value-tests",
  "section": "posts",
  "status": "published"
}

25 Sep 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 14319,
  "output_tokens": 3973,
  "total_tokens": 18292,
  "cached_tokens": 5760,
  "reasoning_tokens": 3712,
  "cost_in_usd_ticks": 488360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

25 Sep 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 5537,
  "output_tokens": 3736,
  "total_tokens": 9273,
  "cached_tokens": 512,
  "reasoning_tokens": 2016,
  "cost_in_usd_ticks": 327220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

25 Sep 2026 03:11 UTC writer dropped

payload

{
  "briefId": "openclaw-acp-spawn",
  "slug": "how-to-enable-openclaw-acp-agents",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: openclaw plugins install @openclaw/acpx; openclaw config set plugins.entries.acpx.enabled true; openclaw plugins install @openclaw/acpx; openclaw config set plugins.entries.acpx.en"
}

25 Sep 2026 03:14 UTC searcher replenishment
payload
```
{
  "count": 3,
  "kept": 3,
  "remaining": 3
}
```

25 Sep 2026 03:14 UTC searcher usage

payload

{
  "input_tokens": 6298,
  "output_tokens": 1072,
  "total_tokens": 7370,
  "cached_tokens": 512,
  "reasoning_tokens": 904,
  "cost_in_usd_ticks": 182600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

25 Sep 2026 03:14 UTC searcher usage

payload

{
  "input_tokens": 9326,
  "output_tokens": 947,
  "total_tokens": 10273,
  "cached_tokens": 3200,
  "reasoning_tokens": 815,
  "cost_in_usd_ticks": 695340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}

25 Sep 2026 03:14 UTC searcher usage

payload

{
  "input_tokens": 32405,
  "output_tokens": 5855,
  "total_tokens": 38260,
  "cached_tokens": 21376,
  "reasoning_tokens": 5435,
  "cost_in_usd_ticks": 1678760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 0,
  "x_search_calls": 2,
  "step": "replenish-search-2"
}

25 Sep 2026 03:14 UTC analyst replenishment

payload

{
  "count": 1,
  "rejections": [
    {
      "url": "https://x.com/i/status/2103137234362986601",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2103213282618167787",
      "reason": "promotional"
    }
  ]
}

25 Sep 2026 03:14 UTC analyst usage

payload

{
  "input_tokens": 40838,
  "output_tokens": 2835,
  "total_tokens": 43673,
  "cached_tokens": 18048,
  "reasoning_tokens": 1914,
  "cost_in_usd_ticks": 1266140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 6,
  "web_search_calls": 4,
  "x_search_calls": 2,
  "step": "replenish-analyze"
}

25 Sep 2026 03:16 UTC writer usage

payload

{
  "input_tokens": 10441,
  "output_tokens": 7660,
  "total_tokens": 18101,
  "cached_tokens": 512,
  "reasoning_tokens": 6853,
  "cost_in_usd_ticks": 660740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Sep 2026 03:17 UTC editor usage

payload

{
  "input_tokens": 10141,
  "output_tokens": 5803,
  "total_tokens": 15944,
  "cached_tokens": 512,
  "reasoning_tokens": 5512,
  "cost_in_usd_ticks": 543320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

25 Sep 2026 03:18 UTC writer usage

payload

{
  "input_tokens": 11546,
  "output_tokens": 4918,
  "total_tokens": 16464,
  "cached_tokens": 1152,
  "reasoning_tokens": 4181,
  "cost_in_usd_ticks": 508720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

25 Sep 2026 03:19 UTC editor usage

payload

{
  "input_tokens": 10071,
  "output_tokens": 4121,
  "total_tokens": 14192,
  "cached_tokens": 512,
  "reasoning_tokens": 4102,
  "cost_in_usd_ticks": 441000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

25 Sep 2026 03:19 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "claude-marketplace-tools-agents-partners",
  "section": "posts",
  "status": "published"
}

25 Sep 2026 03:20 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2103323670160761265"
  ]
}

25 Sep 2026 03:20 UTC social usage

payload

{
  "input_tokens": 946,
  "output_tokens": 1295,
  "total_tokens": 2241,
  "cached_tokens": 512,
  "reasoning_tokens": 1236,
  "cost_in_usd_ticks": 88940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

25 Sep 2026 03:20 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 13,
  "filtered": 13,
  "briefs": 4,
  "replenished": 1,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2103323670160761265"
    ]
  },
  "outcomes": [
    {
      "briefId": "muse-openclaw-like",
      "slug": "meta-muse-openclaw-lookalike",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-test-prune",
      "slug": "openclaw-deletes-low-value-tests",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-acp-spawn",
      "slug": "how-to-enable-openclaw-acp-agents",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: openclaw plugins install @openclaw/acpx; openclaw config set plugins.entries.acpx.enabled true; openclaw plugins install @openclaw/acpx; openclaw config set plugins.entries.acpx.en"
    },
    {
      "briefId": "r2-0",
      "slug": "claude-marketplace-tools-agents-partners",
      "section": "posts",
      "status": "published"
    }
  ]
}

25 Sep 2026 03:20 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260924-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-24.md"
}

25 Sep 2026 03:20 UTC manager emailed

payload

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