.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/complexa-evaluate-pdbs
home/skills/nvidia-bionemo/bionemo-agent-toolkit/complexa-evaluate-pdbs
nvidia-bionemo avatar

complexa-evaluate-pdbs

bynvidia-bionemo· 32 skills

Stars

393

Forks

61

Category

Machine Learning & AI

View on GitHub

TL;DR

Standalone evaluation of an existing PDB directory with Proteina-Complexa. Use this skill whenever the user wants to "evaluate PDB files", "re-fold these designs", "compute interface pAE", "compute i_pLDDT for a folder", "run AF2 / RF3 / ESMFold on my designs", "score binder candidates", "designability of this folder", "scRMSD for designs", "motif RMSD for these PDBs", "complexa analysis", "complexa evaluate from a PDB directory", "evaluate from pdb dir", or score third-party outputs (BindCraft, AlphaProteo, RFdiffusion, hand-curated decoys). It picks the correct evaluate_*.yaml config, wires ++dataset.pdb_dir and the folding backend, runs complexa analysis (the evaluate → analyze chain), parses the result CSV, reports pass-rates against the right result_type thresholds, and emits a replayable eval_manifest.json. Reach for this skill before hand-rolling refolding scripts.

How to install complexa-evaluate-pdbs?

nvidia-bionemo/bionemo-agent-toolkit/complexa-evaluate-pdbs
$npx -y skills add nvidia-bionemo/bionemo-agent-toolkit --skill complexa-evaluate-pdbs

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/complexa-evaluate-pdbs"` 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 complexa-evaluate-pdbs

▸ installing to .claude/skills…

✓ complexa-evaluate-pdbs ready

Reponvidia-bionemo/bionemo-agent-toolkit
TypeSkills
CategoryMachine Learning & AI
ForResearcherAnalyst
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