subagentic.ai

Run log

subagentic-20260920-2000

success started 21 Sep 2026 03:00 UTC finished 21 Sep 2026 03:21 UTC 2 articles

All runs · How a run works · GitHub daily log

X thread 2101874540100104611

Published

2

Events

44
  1. manager opened
    payload
    {
  "runId": "subagentic-20260920-2000"
}
  2. manager trigger
    payload
    {
  "source": "cron",
  "maxArticles": 5
}
  3. searcher candidates
    payload
    {
  "count": 10,
  "lightDay": false
}
  4. searcher usage
    payload
    {
  "input_tokens": 4905,
  "output_tokens": 1231,
  "total_tokens": 6136,
  "cached_tokens": 512,
  "reasoning_tokens": 1019,
  "cost_in_usd_ticks": 214280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}
  5. searcher usage
    payload
    {
  "input_tokens": 24140,
  "output_tokens": 5571,
  "total_tokens": 29711,
  "cached_tokens": 0,
  "reasoning_tokens": 4554,
  "cost_in_usd_ticks": 867060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}
  6. manager prefilter
    payload
    {
  "kept": 10
}
  7. analyst slate
    payload
    {
  "count": 5,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://composio.dev/toolkits/wix/framework/openclaw",
      "reason": "promotional"
    },
    {
      "url": "https://modelcontextprotocol.io/docs/2026-07-28/develop/connect-local-servers",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2101672853443957238",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2101671173754929562",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2101687831492284687",
      "reason": "low-signal"
    }
  ],
  "unreported": 1
}
  8. analyst usage
    payload
    {
  "input_tokens": 99209,
  "output_tokens": 9092,
  "total_tokens": 108301,
  "cached_tokens": 31488,
  "reasoning_tokens": 6342,
  "cost_in_usd_ticks": 2757380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 14,
  "web_search_calls": 12,
  "x_search_calls": 2,
  "step": "analyze"
}
  9. writer dropped
    payload
    {
  "briefId": "oc-agent-skills",
  "slug": "install-openclaw-agent-skills",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}
  10. writer usage
    payload
    {
  "input_tokens": 9998,
  "output_tokens": 7634,
  "total_tokens": 17632,
  "cached_tokens": 512,
  "reasoning_tokens": 7006,
  "cost_in_usd_ticks": 650320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  11. writer usage
    payload
    {
  "input_tokens": 6839,
  "output_tokens": 9862,
  "total_tokens": 16701,
  "cached_tokens": 512,
  "reasoning_tokens": 8874,
  "cost_in_usd_ticks": 720820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  12. editor usage
    payload
    {
  "input_tokens": 9771,
  "output_tokens": 3239,
  "total_tokens": 13010,
  "cached_tokens": 512,
  "reasoning_tokens": 2982,
  "cost_in_usd_ticks": 382080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}
  13. writer usage
    payload
    {
  "input_tokens": 7813,
  "output_tokens": 13464,
  "total_tokens": 21277,
  "cached_tokens": 512,
  "reasoning_tokens": 9816,
  "cost_in_usd_ticks": 956420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  14. writer usage
    payload
    {
  "input_tokens": 5409,
  "output_tokens": 15951,
  "total_tokens": 21360,
  "cached_tokens": 512,
  "reasoning_tokens": 13623,
  "cost_in_usd_ticks": 1057560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  15. editor usage
    payload
    {
  "input_tokens": 6811,
  "output_tokens": 4301,
  "total_tokens": 11112,
  "cached_tokens": 512,
  "reasoning_tokens": 4282,
  "cost_in_usd_ticks": 386600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}
  16. editor usage
    payload
    {
  "input_tokens": 11527,
  "output_tokens": 3028,
  "total_tokens": 14555,
  "cached_tokens": 512,
  "reasoning_tokens": 3009,
  "cost_in_usd_ticks": 404540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}
  17. writer published
    payload
    {
  "briefId": "harnesstax-study",
  "slug": "berkeley-harnesstax-coding-agents",
  "section": "posts",
  "status": "published"
}
  18. writer published
    payload
    {
  "briefId": "crewai-langgraph",
  "slug": "migrate-langgraph-to-crewai-flows",
  "section": "howtos",
  "status": "published"
}
  19. writer usage
    payload
    {
  "input_tokens": 10887,
  "output_tokens": 5387,
  "total_tokens": 16274,
  "cached_tokens": 1152,
  "reasoning_tokens": 4788,
  "cost_in_usd_ticks": 523680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}
  20. editor usage
    payload
    {
  "input_tokens": 9741,
  "output_tokens": 3783,
  "total_tokens": 13524,
  "cached_tokens": 896,
  "reasoning_tokens": 3586,
  "cost_in_usd_ticks": 408360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}
  21. writer dropped
    payload
    {
  "briefId": "openclaw-202695",
  "slug": "openclaw-2026-9-5-atomic-updates",
  "section": "posts",
  "status": "dropped",
  "reason": "Title and dek present Atomic Updates and plugin install without a Gateway restart as the story; those claims are only the notes lede, with no sourced detail of how either works."
}
  22. writer usage
    payload
    {
  "input_tokens": 7811,
  "output_tokens": 11038,
  "total_tokens": 18849,
  "cached_tokens": 5376,
  "reasoning_tokens": 8812,
  "cost_in_usd_ticks": 737860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}
  23. writer dropped
    payload
    {
  "briefId": "oc-tool-perms",
  "slug": "openclaw-tool-agent-permissions",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: subagents.allowAgents; agents.entries"
}
  24. searcher replenishment
    payload
    {
  "count": 6,
  "kept": 6,
  "remaining": 3
}
  25. searcher usage
    payload
    {
  "input_tokens": 5721,
  "output_tokens": 1625,
  "total_tokens": 7346,
  "cached_tokens": 512,
  "reasoning_tokens": 1405,
  "cost_in_usd_ticks": 254240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}
  26. searcher usage
    payload
    {
  "input_tokens": 24991,
  "output_tokens": 6242,
  "total_tokens": 31233,
  "cached_tokens": 1024,
  "reasoning_tokens": 5698,
  "cost_in_usd_ticks": 908980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}
  27. analyst replenishment
    payload
    {
  "count": 3,
  "rejections": [
    {
      "url": "https://github.com/NousResearch/hermes-agent/blob/main/website/docs/getting-started/installation.md",
      "reason": "duplicate"
    },
    {
      "url": "https://cursor.com/docs/grok-bot/get-started",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2101669098081882527",
      "reason": "low-signal"
    }
  ],
  "quietNote": "No confirmable dated news; slate is three official how-tos not already assigned on the desk."
}
  28. analyst usage
    payload
    {
  "input_tokens": 26299,
  "output_tokens": 5505,
  "total_tokens": 31804,
  "cached_tokens": 4096,
  "reasoning_tokens": 4040,
  "cost_in_usd_ticks": 1044840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 5,
  "web_search_calls": 5,
  "x_search_calls": 0,
  "step": "replenish-analyze"
}
  29. writer usage
    payload
    {
  "input_tokens": 3563,
  "output_tokens": 7019,
  "total_tokens": 10582,
  "cached_tokens": 1280,
  "reasoning_tokens": 5429,
  "cost_in_usd_ticks": 473200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  30. writer usage
    payload
    {
  "input_tokens": 8402,
  "output_tokens": 7520,
  "total_tokens": 15922,
  "cached_tokens": 1280,
  "reasoning_tokens": 5133,
  "cost_in_usd_ticks": 600040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  31. writer usage
    payload
    {
  "input_tokens": 3772,
  "output_tokens": 9165,
  "total_tokens": 12937,
  "cached_tokens": 1280,
  "reasoning_tokens": 7493,
  "cost_in_usd_ticks": 606140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}
  32. editor usage
    payload
    {
  "input_tokens": 15766,
  "output_tokens": 5322,
  "total_tokens": 21088,
  "cached_tokens": 2432,
  "reasoning_tokens": 4887,
  "cost_in_usd_ticks": 698160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}
  33. writer usage
    payload
    {
  "input_tokens": 5510,
  "output_tokens": 6999,
  "total_tokens": 12509,
  "cached_tokens": 512,
  "reasoning_tokens": 5360,
  "cost_in_usd_ticks": 522460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}
  34. writer usage
    payload
    {
  "input_tokens": 5565,
  "output_tokens": 11682,
  "total_tokens": 17247,
  "cached_tokens": 512,
  "reasoning_tokens": 10035,
  "cost_in_usd_ticks": 804540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}
  35. writer dropped
    payload
    {
  "briefId": "r2-2",
  "slug": "how-to-setup-openclaw-meta-provider",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: \"$MODEL_API_KEY\"; --mode local; \"$MODEL_API_KEY\"; pnpm test:live -- extensions/meta/meta.live.test.ts"
}
  36. writer usage
    payload
    {
  "input_tokens": 10877,
  "output_tokens": 13634,
  "total_tokens": 24511,
  "cached_tokens": 8320,
  "reasoning_tokens": 11060,
  "cost_in_usd_ticks": 910780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}
  37. writer dropped
    payload
    {
  "briefId": "r2-1",
  "slug": "how-to-use-claude-mcp-connector",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: and mcp-server-2 at"
}
  38. editor usage
    payload
    {
  "input_tokens": 15272,
  "output_tokens": 4957,
  "total_tokens": 20229,
  "cached_tokens": 5504,
  "reasoning_tokens": 4639,
  "cost_in_usd_ticks": 620300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}
  39. writer dropped
    payload
    {
  "briefId": "r2-0",
  "slug": "how-to-use-grok-bot-computer-and-apps",
  "section": "howtos",
  "status": "dropped",
  "reason": "Next step overclaims that Agent Computer lets you inspect cookies (and existing connectors) on the shared machine; fetched prose only documents clicks, typing, navigation, and current status.; 'Stuck "
}
  40. social posted
    payload
    {
  "status": "posted",
  "tweetIds": [
    "2101874540100104611"
  ]
}
  41. social usage
    payload
    {
  "input_tokens": 925,
  "output_tokens": 399,
  "total_tokens": 1324,
  "cached_tokens": 512,
  "reasoning_tokens": 360,
  "cost_in_usd_ticks": 34760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}
  42. manager closed
    payload
    {
  "status": "success",
  "source": "cron",
  "searched": 16,
  "filtered": 16,
  "briefs": 8,
  "replenished": 3,
  "published": 2,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2101874540100104611"
    ]
  },
  "outcomes": [
    {
      "briefId": "openclaw-202695",
      "slug": "openclaw-2026-9-5-atomic-updates",
      "section": "posts",
      "status": "dropped",
      "reason": "Title and dek present Atomic Updates and plugin install without a Gateway restart as the story; those claims are only the notes lede, with no sourced detail of how either works."
    },
    {
      "briefId": "harnesstax-study",
      "slug": "berkeley-harnesstax-coding-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "crewai-langgraph",
      "slug": "migrate-langgraph-to-crewai-flows",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "oc-tool-perms",
      "slug": "openclaw-tool-agent-permissions",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: subagents.allowAgents; agents.entries"
    },
    {
      "briefId": "oc-agent-skills",
      "slug": "install-openclaw-agent-skills",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "r2-0",
      "slug": "how-to-use-grok-bot-computer-and-apps",
      "section": "howtos",
      "status": "dropped",
      "reason": "Next step overclaims that Agent Computer lets you inspect cookies (and existing connectors) on the shared machine; fetched prose only documents clicks, typing, navigation, and current status.; 'Stuck "
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-use-claude-mcp-connector",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: and mcp-server-2 at"
    },
    {
      "briefId": "r2-2",
      "slug": "how-to-setup-openclaw-meta-provider",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: \"$MODEL_API_KEY\"; --mode local; \"$MODEL_API_KEY\"; pnpm test:live -- extensions/meta/meta.live.test.ts"
    }
  ]
}
  43. manager exported
    payload
    {
  "logKey": "runs/subagentic-20260920-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-20.md"
}
  44. manager emailed
    payload
    {
  "messageId": "<[redacted]@subagentic.ai>",
  "count": 1
}