{"slug":"k-dense-ai-matchms","source_name":"k-dense-ai/matchms","name":"K Dense AI/Matchms","description":"Process, clean, compare, and search tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity networks. Use pyopenms instead for LC-MS feature detection or proteomics pipelines.","version":1,"lift":{"pass_rate_delta_pts":52,"pass_rate_pct":100,"total_cases":25,"passed_cases":25,"tokens_delta_pct":76.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T06:50:24.929890+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":52,"with_pass_pct":100,"without_pass_pct":48,"tokens_delta_pct":76.7,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-09T06:50:24.929890+00:00","run_id":"cefc8161-689b-4f93-b1e7-666df933cc4f","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":"ac3015d235c22ec2ddd031797e342a7c8b0525379ce17ade0523b6dc7355528e","raw_url":"https://app.decimal.ai/s/k-dense-ai-matchms/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/k-dense-ai-matchms"}