{"repo":"NousResearch/hermes-agent","public_id":"14744","display_label":"Vision model detection and routing improvements","summary":"These items address how vision-capable models are identified and selected, including probing Ollama's API for capability metadata, skipping non-vision models during fallback, and ensuring the correct runtime model is used during auto-detection.","subsystem":"agent","counts":{"members":4,"open_issues":0,"open_issues_distinct":0,"open_prs":1,"closed_issues":1,"merged_prs":0,"attempt_prs":3},"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":0.5},"fix_edges":[],"members":[{"kind":"issue","number":14744,"title":"[Bug]: `vision_analyze` fails on Ollama Cloud because vision auto-detection falls through to non-vision models","url":null,"state":"closed"},{"kind":"pr","number":15441,"title":"fix(agent): skip non-vision models in vision auto-detection fallback (#14744)","url":null,"state":"open","close_reason":{"category":"uncategorized","implication":"needs_llm"},"merged":false},{"kind":"pr","number":19804,"title":"fix(agent): use runtime model for vision auto-detection (#14744)","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"3800972dd05eabed8d75bfc4c0f5d532d85dafe2","number":0}],"category":"implemented_elsewhere","implication":"superseded"},"merged":false},{"kind":"pr","number":33047,"title":"feat(vision): probe Ollama /api/show for vision capability on catalog miss","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#14744","number":14744},{"kind":"pr","value":"#17940","number":17940},{"kind":"pr","value":"#14592","number":14592}],"category":"uncategorized","implication":"needs_llm"},"merged":false}],"trust":{"default_tier":"verified","includes_suggested":false}}