{"slug":"lingtai-ai-vision","source_name":"lingtai-ai/vision","name":"Lingtai AI/Vision","description":"Nested swiss-knife reference for image understanding — a decision tree that routes between three paths depending on what the agent has access to: (1) the built-in `vision` tool if the LLM provider supports image input, (2) the sibling `minimax-cli` reference if a usable MiniMax preset/key slot is available, or (3) a local Hugging Face VLM via the bundled `scripts/describe.py` if neither — offline, free, slow. Read this when you need to describe, OCR, or critique an image and you're not sure whic","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":-32.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T13:58:34.518452+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":77.3,"without_pass_pct":13.6,"tokens_delta_pct":-32.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-19T13:58:34.518452+00:00","run_id":"beb3c4d1-b202-4121-8904-214a025aeb3d","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"984d3760a26756e771d93e45a98d92d2d9137892981c69ac6b34d0bef69502d1","raw_url":"https://app.decimal.ai/s/lingtai-ai-vision/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lingtai-ai-vision"}