Run log
subagentic-20260920-0800
All runs · How a run works · GitHub daily log
Published
2Events
53-
manager opened
payload
{ "runId": "subagentic-20260920-0800" } -
manager trigger
payload
{ "source": "cron", "maxArticles": 5 } -
searcher candidates
payload
{ "count": 10, "lightDay": false } -
searcher usage
payload
{ "input_tokens": 4509, "output_tokens": 1583, "total_tokens": 6092, "cached_tokens": 512, "reasoning_tokens": 1382, "cost_in_usd_ticks": 227480000, "num_sources_used": 0, "num_server_side_tools_used": 1, "web_search_calls": 0, "x_search_calls": 1, "step": "search-0" } -
searcher usage
payload
{ "input_tokens": 9744, "output_tokens": 1361, "total_tokens": 11105, "cached_tokens": 0, "reasoning_tokens": 1342, "cost_in_usd_ticks": 276540000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "search-1" } -
searcher usage
payload
{ "input_tokens": 12072, "output_tokens": 3625, "total_tokens": 15697, "cached_tokens": 512, "reasoning_tokens": 2700, "cost_in_usd_ticks": 451260000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "search-2" } -
manager prefilter
payload
{ "kept": 10 } -
analyst slate
payload
{ "count": 5, "quietDay": true, "quietNote": "No confirmable breaking news in this batch after desk overlap and low-signal drops; slate is official how-tos.", "rejections": [ { "url": "https://openclaw.ai/blog/shipping-openclaw-updates-that-dont-break", "reason": "duplicate" }, { "url": "https://www.jan.ai/docs/desktop/integrations/openclaw", "reason": "low-signal" }, { "url": "https://research.google/pubs/openclaw-in-the-wild-security-analysis-of-autonomous-agents/", "reason": "low-signal" }, { "url": "https://x.com/i/status/2101317950787432483", "reason": "low-signal" }, { "url": "https://x.com/i/status/2101296362503414130", "reason": "low-signal" } ], "unreported": 0 } -
analyst usage
payload
{ "input_tokens": 145952, "output_tokens": 7866, "total_tokens": 153818, "cached_tokens": 85248, "reasoning_tokens": 5242, "cost_in_usd_ticks": 2812280000, "num_sources_used": 0, "num_server_side_tools_used": 14, "web_search_calls": 14, "x_search_calls": 0, "step": "analyze" } -
writer usage
payload
{ "input_tokens": 5451, "output_tokens": 9203, "total_tokens": 14654, "cached_tokens": 512, "reasoning_tokens": 6544, "cost_in_usd_ticks": 653520000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 7510, "output_tokens": 9991, "total_tokens": 17501, "cached_tokens": 512, "reasoning_tokens": 7891, "cost_in_usd_ticks": 741980000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 9405, "output_tokens": 11091, "total_tokens": 20496, "cached_tokens": 512, "reasoning_tokens": 8935, "cost_in_usd_ticks": 845880000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 18086, "output_tokens": 15492, "total_tokens": 33578, "cached_tokens": 1280, "reasoning_tokens": 13053, "cost_in_usd_ticks": 1272040000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 10316, "output_tokens": 18412, "total_tokens": 28728, "cached_tokens": 512, "reasoning_tokens": 16374, "cost_in_usd_ticks": 1303360000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 9620, "output_tokens": 11109, "total_tokens": 20729, "cached_tokens": 512, "reasoning_tokens": 8996, "cost_in_usd_ticks": 851260000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
writer dropped
payload
{ "briefId": "claude-design-gs", "slug": "get-started-claude-design", "section": "howtos", "status": "dropped", "reason": "unsourced commands: , you manage design systems in Settings > Design systems at" } -
writer usage
payload
{ "input_tokens": 8184, "output_tokens": 14179, "total_tokens": 22363, "cached_tokens": 512, "reasoning_tokens": 11818, "cost_in_usd_ticks": 1006740000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
writer dropped
payload
{ "briefId": "openclaw-tool-perms", "slug": "openclaw-tool-agent-permissions", "section": "howtos", "status": "dropped", "reason": "unsourced commands: \"all\"; \"self\"" } -
writer usage
payload
{ "input_tokens": 12381, "output_tokens": 5056, "total_tokens": 17437, "cached_tokens": 1280, "reasoning_tokens": 2991, "cost_in_usd_ticks": 531780000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
writer usage
payload
{ "input_tokens": 11593, "output_tokens": 14712, "total_tokens": 26305, "cached_tokens": 1280, "reasoning_tokens": 12809, "cost_in_usd_ticks": 1095380000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
writer usage
payload
{ "input_tokens": 20575, "output_tokens": 11281, "total_tokens": 31856, "cached_tokens": 1280, "reasoning_tokens": 8753, "cost_in_usd_ticks": 1069160000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
writer dropped
payload
{ "briefId": "crewai-mcp-tools", "slug": "crewai-mcp-servers-as-tools", "section": "howtos", "status": "dropped", "reason": "unsourced commands: mcps=[; \"\", # External MCP server; \"\", # Specific tool from server; \"snowflake\", # Connected MCP from catalog; \"stripe#li" } -
editor usage
payload
{ "input_tokens": 34774, "output_tokens": 6771, "total_tokens": 41545, "cached_tokens": 1024, "reasoning_tokens": 6268, "cost_in_usd_ticks": 1136380000, "num_sources_used": 0, "num_server_side_tools_used": 1, "web_search_calls": 1, "x_search_calls": 0, "step": "record-judge" } -
editor usage
payload
{ "input_tokens": 11223, "output_tokens": 3812, "total_tokens": 15035, "cached_tokens": 512, "reasoning_tokens": 3793, "cost_in_usd_ticks": 445500000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-judge" } -
writer published
payload
{ "briefId": "gemini-cu-qs", "slug": "gemini-agent-platform-computer-use-quickstart", "section": "howtos", "status": "published" } -
writer usage
payload
{ "input_tokens": 12823, "output_tokens": 4660, "total_tokens": 17483, "cached_tokens": 1280, "reasoning_tokens": 2498, "cost_in_usd_ticks": 516860000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-revise" } -
editor usage
payload
{ "input_tokens": 12468, "output_tokens": 3507, "total_tokens": 15975, "cached_tokens": 512, "reasoning_tokens": 3350, "cost_in_usd_ticks": 452100000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-judge-again" } -
writer dropped
payload
{ "briefId": "hermes-computer-use", "slug": "hermes-agent-computer-use-setup", "section": "howtos", "status": "dropped", "reason": "Windows SSH setup is asserted but the supporting docs URL is empty (`See ``.`), so readers cannot follow the Session 0 proxy guidance the source names." } -
searcher replenishment
payload
{ "count": 6, "kept": 6, "remaining": 4 } -
searcher usage
payload
{ "input_tokens": 5445, "output_tokens": 1115, "total_tokens": 6560, "cached_tokens": 512, "reasoning_tokens": 958, "cost_in_usd_ticks": 218120000, "num_sources_used": 0, "num_server_side_tools_used": 1, "web_search_calls": 0, "x_search_calls": 1, "step": "replenish-search-0" } -
searcher usage
payload
{ "input_tokens": 8247, "output_tokens": 924, "total_tokens": 9171, "cached_tokens": 512, "reasoning_tokens": 777, "cost_in_usd_ticks": 262700000, "num_sources_used": 0, "num_server_side_tools_used": 1, "web_search_calls": 0, "x_search_calls": 1, "step": "replenish-search-1" } -
searcher usage
payload
{ "input_tokens": 11431, "output_tokens": 7308, "total_tokens": 18739, "cached_tokens": 8192, "reasoning_tokens": 6849, "cost_in_usd_ticks": 544220000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "replenish-search-2" } -
analyst replenishment
payload
{ "count": 3, "rejections": [ { "url": "https://docs.cloud.google.com/gemini-enterprise-agent-platform/build/adk", "reason": "low-signal" }, { "url": "https://github.com/microsoft/agent-governance-toolkit", "reason": "duplicate" }, { "url": "https://devin.ai/desktop", "reason": "promotional" } ] } -
analyst usage
payload
{ "input_tokens": 60216, "output_tokens": 6270, "total_tokens": 66486, "cached_tokens": 23808, "reasoning_tokens": 4150, "cost_in_usd_ticks": 1673400000, "num_sources_used": 0, "num_server_side_tools_used": 9, "web_search_calls": 7, "x_search_calls": 2, "step": "replenish-analyze" } -
writer usage
payload
{ "input_tokens": 8963, "output_tokens": 9001, "total_tokens": 17964, "cached_tokens": 1280, "reasoning_tokens": 7516, "cost_in_usd_ticks": 700120000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 23642, "output_tokens": 10532, "total_tokens": 34174, "cached_tokens": 1408, "reasoning_tokens": 8132, "cost_in_usd_ticks": 1083640000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
editor usage
payload
{ "input_tokens": 10330, "output_tokens": 2914, "total_tokens": 13244, "cached_tokens": 512, "reasoning_tokens": 2752, "cost_in_usd_ticks": 373760000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-judge" } -
writer usage
payload
{ "input_tokens": 20575, "output_tokens": 14252, "total_tokens": 34827, "cached_tokens": 512, "reasoning_tokens": 11768, "cost_in_usd_ticks": 1258940000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-write" } -
writer usage
payload
{ "input_tokens": 10585, "output_tokens": 4846, "total_tokens": 15431, "cached_tokens": 8960, "reasoning_tokens": 3361, "cost_in_usd_ticks": 368060000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-revise" } -
editor usage
payload
{ "input_tokens": 10330, "output_tokens": 2914, "total_tokens": 13244, "cached_tokens": 512, "reasoning_tokens": 2752, "cost_in_usd_ticks": 373760000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-judge-again" } -
writer dropped
payload
{ "briefId": "r2-2", "slug": "connect-google-classroom-grok-bot", "section": "howtos", "status": "dropped", "reason": "below 90 after revise score=82" } -
writer usage
payload
{ "input_tokens": 26145, "output_tokens": 7847, "total_tokens": 33992, "cached_tokens": 23552, "reasoning_tokens": 4578, "cost_in_usd_ticks": 640440000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
writer dropped
payload
{ "briefId": "r2-0", "slug": "copilot-sdk-microsoft-agent-framework", "section": "howtos", "status": "dropped", "reason": "unsourced commands: run_streaming" } -
writer usage
payload
{ "input_tokens": 23121, "output_tokens": 8091, "total_tokens": 31212, "cached_tokens": 512, "reasoning_tokens": 5466, "cost_in_usd_ticks": 940200000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-rewrite-gate" } -
editor usage
payload
{ "input_tokens": 106397, "output_tokens": 7352, "total_tokens": 113749, "cached_tokens": 60160, "reasoning_tokens": 6850, "cost_in_usd_ticks": 1966660000, "num_sources_used": 0, "num_server_side_tools_used": 6, "web_search_calls": 6, "x_search_calls": 0, "step": "record-judge" } -
writer usage
payload
{ "input_tokens": 23355, "output_tokens": 5022, "total_tokens": 28377, "cached_tokens": 1280, "reasoning_tokens": 2395, "cost_in_usd_ticks": 749220000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-revise" } -
editor usage
payload
{ "input_tokens": 22917, "output_tokens": 5599, "total_tokens": 28516, "cached_tokens": 18304, "reasoning_tokens": 5580, "cost_in_usd_ticks": 519720000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "record-judge-again" } -
writer published
payload
{ "briefId": "r2-1", "slug": "migrate-autogen-microsoft-agent-framework", "section": "howtos", "status": "published" } -
social posted
payload
{ "status": "posted", "tweetIds": [ "2101695496305656252" ] } -
social usage
payload
{ "input_tokens": 921, "output_tokens": 398, "total_tokens": 1319, "cached_tokens": 512, "reasoning_tokens": 362, "cost_in_usd_ticks": 34620000, "num_sources_used": 0, "num_server_side_tools_used": 0, "step": "social" } -
manager closed
payload
{ "status": "success", "source": "cron", "searched": 16, "filtered": 16, "briefs": 8, "replenished": 3, "published": 2, "social": { "status": "posted", "tweetIds": [ "2101695496305656252" ] }, "outcomes": [ { "briefId": "gemini-cu-qs", "slug": "gemini-agent-platform-computer-use-quickstart", "section": "howtos", "status": "published" }, { "briefId": "claude-design-gs", "slug": "get-started-claude-design", "section": "howtos", "status": "dropped", "reason": "unsourced commands: , you manage design systems in Settings > Design systems at" }, { "briefId": "hermes-computer-use", "slug": "hermes-agent-computer-use-setup", "section": "howtos", "status": "dropped", "reason": "Windows SSH setup is asserted but the supporting docs URL is empty (`See ``.`), so readers cannot follow the Session 0 proxy guidance the source names." }, { "briefId": "openclaw-tool-perms", "slug": "openclaw-tool-agent-permissions", "section": "howtos", "status": "dropped", "reason": "unsourced commands: \"all\"; \"self\"" }, { "briefId": "crewai-mcp-tools", "slug": "crewai-mcp-servers-as-tools", "section": "howtos", "status": "dropped", "reason": "unsourced commands: mcps=[; \"\", # External MCP server; \"\", # Specific tool from server; \"snowflake\", # Connected MCP from catalog; \"stripe#li" }, { "briefId": "r2-0", "slug": "copilot-sdk-microsoft-agent-framework", "section": "howtos", "status": "dropped", "reason": "unsourced commands: run_streaming" }, { "briefId": "r2-1", "slug": "migrate-autogen-microsoft-agent-framework", "section": "howtos", "status": "published" }, { "briefId": "r2-2", "slug": "connect-google-classroom-grok-bot", "section": "howtos", "status": "dropped", "reason": "below 90 after revise score=82" } ] } -
manager exported
payload
{ "logKey": "runs/subagentic-20260920-0800/daily_log.md", "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-20.md" } -
manager emailed
payload
{ "messageId": "<[redacted]@subagentic.ai>", "count": 1 }