.fyi
SkillsMCPPluginsSubagents

Browse by category

DevOps & CI/CD SkillsProductivity & Workflow SkillsOther SkillsProduct & Project Management SkillsDocumentation & Knowledge SkillsCode Review & Refactor SkillsBackend & APIs SkillsAgent Meta & Communication SkillsResearch SkillsSecurity SkillsUX UI & Design SkillsTesting & QA SkillsSee all →

Every Claude Code skill, MCP server, plugin and subagent in one directory. Searchable, comparable, and one command from installed. Live stats from GitHub, npm and PyPI.

We're on Product HuntYour agent's app storeCheck it out →
Agent SkillsMCP ServersPluginsSubagentsCoding Agents
CollectionsOfficial publishersGlossaryFAQBlogSearchSavedFeedback
PrivacyTermsllms.txtSitemap

made with ♥ · © 2026 aaaa.fyi

Independent project · real data from public registries

…/bionemo-agent-toolkit/msa-structure-prediction-pipeline
home/skills/nvidia-bionemo/bionemo-agent-toolkit/msa-structure-prediction-pipeline
nvidia-bionemo avatar

msa-structure-prediction-pipeline

bynvidia-bionemo· 32 skills

Stars

393

Forks

61

Category

Machine Learning & AI

View on GitHub

TL;DR

Run a complete protein structure prediction pipeline using NVIDIA BioNeMo NIMs: search for MSA alignments with MSA-Search (ColabFold), then predict the structure with OpenFold3 using the retrieved alignments. Use this skill whenever the user wants to predict a protein structure with maximum accuracy using MSA context, run the full AlphaFold3-style pipeline, generate MSA-informed structure predictions, or improve structure prediction accuracy by providing evolutionary information. Triggers on: MSA structure prediction pipeline, structure prediction pipeline, MSA-informed prediction, OpenFold3, ColabFold MSA, AlphaFold3 pipeline, protein structure, homology search, a3m alignment, UniRef30, NIM microservice. This pipeline chains MSA-Search and OpenFold3.

How to install msa-structure-prediction-pipeline?

nvidia-bionemo/bionemo-agent-toolkit/msa-structure-prediction-pipeline
$npx -y skills add nvidia-bionemo/bionemo-agent-toolkit --skill msa-structure-prediction-pipeline

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/nvidia-bionemo/bionemo-agent-toolkit" --skill "nvidia-bionemo/bionemo-agent-toolkit/msa-structure-prediction-pipeline"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/nvidia-bionemo/bionemo-agent-toolkit" that are relevant to the current task. Run `npx skills add "https://github.com/nvidia-bionemo/bionemo-agent-toolkit"` and select the relevant skills, then follow their instructions.

Preview

nvidia-bionemo/bionemo-agent-toolkitnvidia-bionemo/bionemo-agent-toolkit

$ npx -y skills add nvidia-bionemo/bionemo-agent-toolkit --skill msa-structure-prediction-pipeline

▸ installing to .claude/skills…

✓ msa-structure-prediction-pipeline ready

Reponvidia-bionemo/bionemo-agent-toolkit
TypeSkills
CategoryMachine Learning & AI
ForResearcher
UpdatedJul 2026
License—
First seenJul 27, 2026

Tags

Skill

Related

6 picks
Type
  1. microsoft avatarazure-aiUse for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR.SkillsJul 2026485k1.3k
  2. lllllllama avatarai-research-exploreRigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates.SkillsJul 2026176k512
  3. lllllllama avatarai-research-reproductionRigor Reproduce compatible skill slug for README-first deep learning repository reproduction.SkillsJul 2026176k512
  4. lllllllama avatarexplore-codeRigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories.SkillsJul 2026176k512
  5. lllllllama avatarrun-trainRigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup…SkillsJul 2026176k512
  6. lllllllama avatarexplore-runRigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories.SkillsJul 2026176k512