Skills
A public dataset of 64 million steps from 307,416 GitHub cloud agent tasks
AgentLogs scanned 1,812,362 popular public repositories and captured agent activity from 35,810 of them, yielding 307,416 tasks, 549,239 sessions, and 64,255,174 individual session log entries. The records include prompts, intermediate reasoning, tool calls covering file edits and git and GitHub operations, and token usage. Existing datasets captured what agent pull requests looked like when finished; this one captures the process, which is the raw material for studying failure modes and per-task cost empirically instead of anecdotally.
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