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ai4science-protein-folding
Applies to protein structure, folding, and protein LM recipes under protein_folding/models/ in AI4Science Studio.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Applies to protein structure, folding, and protein LM recipes under protein_folding/models/ in AI4Science Studio.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Applies to Earth-system ML in AI4Science Studio—climate, weather, geospatial data, and model folders under earth_science/models/. Includes validated AMD/ROCm HPC patterns for earth science models.
Applies to material science and chemistry ML recipes under material_science/models/ in AI4Science Studio.
Runs the AMD AI agents bottleneck-analysis workflow on a HydraGNN or ORBIT-2 training job using TraceLens + Omnistat user-mode + paired analyst/verifier subagents, or drives the iterative perf-optimizer-loop (accept/revert on throughput or epoch time). Use when the user wants to analyze a perf run, analyze a 2-node HydraGNN run, find bottlenecks with TraceLens/Omnistat, run the AMD AI agents on a job, run the perf-optimizer-loop, tune ORBIT-2 throughput, or optimize HydraGNN training performance.
Applies when working in the AI4Science Studio repository. Describes domain layout, model slug rules, where recipes live, safety expectations, and AMD/ROCm HPC patterns (Apptainer and Docker) validated in practice.
Step-by-step instructions for how Cursor should run any model in AI4Science Studio — read model.yaml, check preflight, select container runtime, launch.
Applies to healthcare and life sciences ML recipes under healthcare/models/ in AI4Science Studio, with privacy and non-clinical-use guardrails.
| name | ai4science-protein-folding |
| description | Applies to protein structure, folding, and protein LM recipes under protein_folding/models/ in AI4Science Studio. |
The protein_folding/ domain covers protein structure prediction, folding-related models, protein language models, and adjacent open models on Hugging Face used for structural biology workflows.
protein_folding/models/<model-slug>/protein_folding/models/README.md_template/ (repo root)README.md.