Topic · Research & Science

Best protein structure and design skills, page 2

Skills #49–96 of 132, ranked by score.

Protein structure and design skills, ranked

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Protein structure and design skills, ranked
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49

Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis.

K-Dense-AI/scientific-agent-skills48k1 repo~4.7kAutomated safety check: PassMIT2 days ago
50

Goal-oriented binder design campaign planning and health assessment.

adaptyvbio/protein-design-skills1632 repos~1.8kAutomated safety check: PassMIT3 mo ago
51

First-time setup for protein design tools. An agent skill from adaptyvbio/protein-design-skills.

adaptyvbio/protein-design-skills1632 repos~896Automated safety check: PassMIT3 mo ago
52

Access UniProt for protein sequence and annotation retrieval.

adaptyvbio/protein-design-skills1632 repos~1.3kAutomated safety check: PassMIT3 mo ago
53

Structure prediction with Protenix, an open AlphaFold3 reproduction.

adaptyvbio/protein-design-skills1632 repos~695Automated safety check: PassMIT3 mo ago
54
54.Proteinmpnn NimOfficial

Run ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone.

NVIDIA/skills3.5k1 repo~2kAutomated safety check: NotesApache-2.0today
55

Protein structure prediction with Boltz-2. An agent skill from ClawBio/ClawBio.

ClawBio/ClawBio1.2k1 repo~1.2kAutomated safety check: PassMITtoday
56

First-time setup, environment configuration, and model-weight installation for Proteina-Complexa.

NVIDIA-BioNeMo/bionemo-agent-toolkit478—~3.5kAutomated safety check: NotesUnknowntoday
57

Retrieves protein structure data from RCSB PDB, PDBe, and AlphaFold with protein disambiguation, quality assessment, and comprehensive structural profiles.

wu-yc/LabClaw1.1k2 repos~2.8kAutomated safety check: PassNo licence6 mo ago
58

Design novel protein therapeutics (binders, enzymes, scaffolds) using AI-guided de novo design.

wu-yc/LabClaw1.1k2 repos~4.4kAutomated safety check: PassNo licence6 mo ago
59
59.Openfold2 NimOfficial

A skill your agent uses for OpenFold2, NVIDIA's BioNeMo NIM microservice for monomer protein structure prediction.

NVIDIA/skills3.5k1 repo~1.8kAutomated safety check: NotesApache-2.0today
60
60.Rfdiffusion NimOfficial

Run RFDiffusion protein backbone design via NVIDIA NIM. An agent skill from NVIDIA/skills.

NVIDIA/skills3.5k1 repo~1.3kAutomated safety check: NotesApache-2.0today
61

Multi-objective, gradient-based protein binder design with Mosaic.

adaptyvbio/protein-design-skills1631 repo~1.7kAutomated safety check: PassMIT3 mo ago
62

AlphaFold2 / AlphaFold-Multimer structure prediction for validation and confidence scoring.

BioTender-max/awesome-bio-agent-skills197—~1.4kAutomated safety check: PassMIT3 mo ago
63

Find cross-database references between NCBI databases using Biopython Bio.Entrez (ELink).

GPTomics/bioSkills1.2k2 repos~3.8kAutomated safety check: PassMIT1 mo ago
64

NOTE: your protein sequence and the retrieved MSA alignment are transmitted to external NVIDIA-hosted APIs (health.api.nvidia.com) on every call.

NVIDIA/skills3.5k1 repo~1.6kAutomated safety check: NotesApache-2.0today
65

Predict B-cell and T-cell epitopes using BepiPred, IEDB tools, and structure-based methods for vaccine and antibody design.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~2.1kAutomated safety check: PassNo licence2 mo ago
66

Perform geometric calculations on protein structures using Biopython Bio.PDB.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~3.2kAutomated safety check: PassNo licence2 mo ago
67

Parse and write protein structure files using Biopython Bio.PDB.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~1.9kAutomated safety check: PassNo licence2 mo ago
68

Modify protein structures using Biopython Bio.PDB. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~2.8kAutomated safety check: PassNo licence2 mo ago
69

Navigate protein structure hierarchy using Biopython Bio.PDB SMCRA model.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~2.3kAutomated safety check: PassNo licence2 mo ago
70

Access and analyze AlphaFold protein structure predictions. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~2.1kAutomated safety check: PassNo licence2 mo ago
71

Predict protein structures using modern ML models including AlphaFold3, ESMFold, Chai-1, and Boltz-1.

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~2.5kAutomated safety check: PassNo licence2 mo ago
72
72.Boltz2 NimOfficial

Use Boltz2 NIM for biomolecular structure prediction and binding affinity.

NVIDIA/skills3.5k1 repo~1.4kAutomated safety check: NotesApache-2.0today
73

Align protein structures using Foldseek 3Di, TM-align, US-align, DALI, or Foldmason for structural MSA.

GPTomics/bioSkills1.2k2 repos~5.9kAutomated safety check: PassMIT1 mo ago
74

Access over 200M protein structures from AlphaFold DB; use when you need to retrieve predicted 3D structures (PDB/mmCIF), confidence metrics (pLDDT/PAE), or protein metadata by UniProt accession.

aipoch/medical-research-skills2k—~606Automated safety check: PassMIT21 days ago
75
75.Gget

Unified CLI/Python interface for querying genomic, proteomic, structure, and expression data across 20+ bioinformatics databases; use when you need fast, scriptable retrieval by gene/protein IDs or…

aipoch/medical-research-skills2k—~816Automated safety check: PassMIT21 days ago
76

Predict B-cell and T-cell epitopes for vaccine antigen design and epitope mapping with BepiPred-3.0, DiscoTope-3.0, the IEDB tools, and EL-mode MHC presentation.

GPTomics/bioSkills1.2k1 repo~3.1kAutomated safety check: PassMIT1 mo ago
77

Retrieves and interprets AlphaFold Protein Structure Database (AFDB) models by UniProt accession, reading pLDDT and PAE confidence correctly.

GPTomics/bioSkills1.2k1 repo~4kAutomated safety check: PassMIT1 mo ago
78

Detects putative ligand-binding pockets and druggable cavities de novo on an apo protein structure with fpocket, P2Rank, CASTp, and DoGSiteScorer, ranking them by druggability/ligandability score.

GPTomics/bioSkills1.2k1 repo~4.8kAutomated safety check: PassMIT1 mo ago
79

Measures geometric properties of protein structures with Biopython Bio.PDB - interatomic distances, distance matrices, bond and dihedral angles (phi/psi/chi, Ramachandran), superposition and RMSD…

GPTomics/bioSkills1.2k1 repo~4.9kAutomated safety check: PassMIT1 mo ago
80

Maps protein-protein and protein-ligand interfaces with Bio.PDB, computing contact residues and buried surface area (BSA).

GPTomics/bioSkills1.2k1 repo~4.2kAutomated safety check: PassMIT1 mo ago
81

Predicts protein and complex structures with deep-learning models (ESMFold, AlphaFold2/ColabFold, AlphaFold3, Chai-1, Boltz-1/2) and reconciles them with confidence metrics.

GPTomics/bioSkills1.2k1 repo~4.6kAutomated safety check: PassMIT1 mo ago
82

Reads, writes, downloads, and converts macromolecular structures with Biopython Bio.PDB.

GPTomics/bioSkills1.2k1 repo~4kAutomated safety check: PassMIT1 mo ago
83

Modifies protein structures in place with Biopython Bio.PDB - transforms coordinates, strips waters/heteroatoms, overloads the B-factor column, renumbers, and builds entities.

GPTomics/bioSkills1.2k1 repo~4.4kAutomated safety check: PassMIT1 mo ago
84

Navigate the Bio.PDB SMCRA hierarchy (Structure-Model-Chain-Residue-Atom) safely, surfacing the heterogeneity it hides by default.

GPTomics/bioSkills1.2k1 repo~3.7kAutomated safety check: PassMIT1 mo ago
85

Prepares a deposited or predicted structure for docking, molecular dynamics, or electrostatics by adding hydrogens, assigning protonation and tautomer states, and filling missing atoms and short…

GPTomics/bioSkills1.2k1 repo~4.9kAutomated safety check: PassMIT1 mo ago
86

End-to-end protein design pipeline guide across preparation, generation, validation, and filtering.

BioTender-max/awesome-bio-agent-skills197—~1.4kAutomated safety check: PassMIT3 mo ago
87
87.Esm

ESM protein language models for embeddings, sequence scoring, structure prediction, and binder design.

adaptyvbio/protein-design-skills163—~2kAutomated safety check: PassMIT3 mo ago
88

Unified biological database evidence owner. An agent skill from foryourhealth111-pixel/Vibe-Skills.

foryourhealth111-pixel/Vibe-Skills3.6k—~773Automated safety check: PassApache-2.01 mo ago
89

Analyze MD trajectories from GROMACS, AMBER, NAMD, CHARMM, LAMMPS.

jaechang-hits/SciAgent-Skills3701 repo~3.6kAutomated safety check: PassGPL-2.09 days ago
90

A skill your agent uses when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering…

majiayu000/claude-skill-registry6662 repos~2.4kAutomated safety check: NotesMITtoday
91

Query InterPro for protein family, domain, and functional site annotations.

majiayu000/claude-skill-registry6662 repos~2.7kAutomated safety check: PassCC0-1.0today
92

Analyze and engineer protein glycosylation. An agent skill from LeonChaoX/qinyan-academic-skills.

LeonChaoX/qinyan-academic-skills9382 repos~3.1kAutomated safety check: WarnMIT2 mo ago
93

Judges whether a macromolecular model (or a region of it) is reliable enough to build on, using resolution, R-free, B-factors, MolProbity geometry, and predicted-model confidence with Bio.PDB.

GPTomics/bioSkills1.2k1 repo~5.9kAutomated safety check: PassMIT1 mo ago
94

Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis.

majiayu000/claude-skill-registry6663 repos~3.7kAutomated safety check: PassMITtoday
95

Access AlphaFold DB's 200M+ predicted structures by UniProt ID.

jaechang-hits/SciAgent-Skills3701 repo~4.1kAutomated safety check: PassCC-BY-4.09 days ago
96

Use Bio.PDB to parse and analyze protein structures (PDB/mmCIF) for structural bioinformatics tasks; use when you need structure parsing, geometry calculations, or structural comparison/superposition.

aipoch/medical-research-skills2k—~2.1kAutomated safety check: PassMIT21 days ago