{"repo":"NousResearch/hermes-agent","public_id":"64732","display_label":"Agent nudge/prefill logic for reasoning model responses","summary":"These issues and fixes address incorrect empty-content nudges and thinking-prefill retries firing when reasoning models (e.g. Qwen3, DeepSeek-R1) have already produced reasoning or visible content. Work spans detection of inline thinking, structured-reasoning routing, and post-tool-call behavior.","subsystem":"agent","counts":{"members":3,"open_issues":1,"open_issues_distinct":1,"open_prs":1,"closed_issues":0,"merged_prs":0,"attempt_prs":2},"landed_fix":null,"resolution":{"state":"unresolved","by":null},"freshness":{"state":"never_verified","last_verified_at":null,"is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.6666666666666666},"fix_edges":[],"members":[{"kind":"issue","number":64732,"title":"Thinking-prefill retry cascade triggers on reasoning responses with visible content","url":null,"state":"open"},{"kind":"pr","number":64733,"title":"fix: add _has_visible_content guard to thinking-prefill retry gate","url":null,"state":"open","close_reason":{"refs":[{"kind":"commit","value":"184183b9da79","number":0},{"kind":"pr","value":"#64732","number":64732},{"kind":"pr","value":"#64733","number":64733},{"kind":"pr","value":"#64952","number":64952},{"kind":"pr","value":"#374151","number":374151}],"category":"partial_fix","implication":"needs_llm"},"merged":false},{"kind":"pr","number":64952,"title":"fix(agent): skip thinking-prefill when model already produced visible content (#64732)","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#64733","number":64733}],"category":"superseded_by_pr","implication":"superseded"},"merged":false,"is_fix_pr":true,"fix_tier":"suggested","fix_detail_withheld":true}],"trust":{"default_tier":"verified","includes_suggested":false}}