{"repo":"NousResearch/hermes-agent","public_id":"93412","display_label":"max_tokens misread as context length in local probe","summary":"A bug caused local model probing to incorrectly use max_tokens (an output cap) as the context length, leading to wrong context size detection (e.g., 1M-context endpoints reported as ~393K). Multiple fixes and related issues address this misreading.","subsystem":null,"counts":{"members":4,"open_issues":0,"open_issues_distinct":0,"open_prs":0,"closed_issues":1,"merged_prs":1,"attempt_prs":2},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":93652,"merged_at":"2026-08-24T10:20:58+00:00"},"resolution":{"state":"resolved","by":"pr-93652"},"freshness":{"state":"verified","last_verified_at":"2026-08-24T10:20:58+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.5},"fix_edges":[{"issue_number":93412,"pr_number":93652,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-08-24T10:20:58+00:00"}],"members":[{"kind":"issue","number":93412,"title":"[Bug]: Local context probe misreads max_tokens (output cap) as context length — 1M context endpoint detected as 393K","url":null,"state":"closed"},{"kind":"pr","number":93423,"title":"fix(model_metadata): stop misreading max_tokens as context length in local probe","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#93652","number":93652},{"kind":"pr","value":"#65574","number":65574},{"kind":"pr","value":"#71442","number":71442}],"category":"merged_via","implication":"superseded"},"merged":false},{"kind":"pr","number":93473,"title":"fix(agent): stop treating max_tokens as context-length candidate (#93412)","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#93423","number":93423}],"category":"duplicate_of","implication":"duplicate"},"merged":false},{"kind":"pr","number":93652,"title":"fix(model-metadata): 1M-context local endpoints no longer detected at their output cap (#93412, salvage #65574 + #71442 + #93423)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/model_metadata.py","tests/agent/test_model_metadata_local_ctx.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}