{"repo":"NousResearch/hermes-agent","public_id":"9814","display_label":"Fix insights undercounting mixed tool usage sources","summary":"These items address a bug where insights undercount tool usage when both tool_name and tool_calls data sources coexist within or across sessions. The work involves identifying and correcting the counting logic to handle mixed tool usage accurately.","subsystem":"agent","counts":{"members":3,"open_issues":0,"open_issues_distinct":0,"open_prs":0,"closed_issues":1,"merged_prs":1,"attempt_prs":1},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":109132,"merged_at":"2026-09-12T15:23:14+00:00"},"resolution":{"state":"resolved","by":"pr-109132"},"freshness":{"state":"verified","last_verified_at":"2026-09-12T15:23:14+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.6666666666666666},"fix_edges":[{"issue_number":9814,"pr_number":109132,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-09-12T15:23:14+00:00"}],"members":[{"kind":"issue","number":9814,"title":"Insights undercount tool usage when tool_name and tool_calls sources coexist","url":null,"state":"closed"},{"kind":"pr","number":9896,"title":"fix(insights): count mixed tool usage across sessions","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#9990","number":9990},{"kind":"pr","value":"#9814","number":9814}],"category":"uncategorized","implication":"needs_llm"},"merged":false,"is_fix_pr":true,"fix_tier":"suggested","fix_detail_withheld":true},{"kind":"pr","number":109132,"title":"Insights count tool usage across mixed tool_name / tool_calls sessions (#9814, salvage #9896)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/insights.py","contributors/emails/[redacted:email]","tests/agent/test_insights.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}