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protein-structure-prediction

Maintainer FreedomIntelligence · Last updated April 1, 2026

Protein structure prediction with AlphaFold3, ESMFold, or Boltz with comparison.

OpenClawNanoClawAnalysisReproductionprotein-structure-prediction🧠 bioos extended suitedrug discovery & designprotein

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/protein-structure-prediction

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • The Protein Structure Prediction Skill provides an interface to state-of-the-art folding models. It takes an amino acid sequence and returns a PDB file or structure metrics (pLDDT).
  • When you have a protein sequence and need its 3D coordinates.
  • To check if a designed sequence folds into a stable structure.
  • To prepare a receptor for docking simulations.
  • When you have a protein sequence and need its 3D coordinates. To check if a designed sequence folds into a stable structure. * To prepare a receptor for docking simulations.

Source Doc

Excerpt From SKILL.md

Core Capabilities

  1. Folding: Generates atomic coordinates (PDB format).
  2. Confidence Scoring: Returns pLDDT scores per residue.
  3. Visualization: (Optional) Generates a static view of the structure.

Workflow

  1. Input: Amino acid sequence (FASTA string).
  2. Process: Sends sequence to ESMFold API (or local inference).
  3. Output: Saves .pdb file and returns confidence metrics.

Example Usage

User: "Fold this sequence: MKTIIALSY..."

Agent Action:

Use cases

  • When you have a protein sequence and need its 3D coordinates.
  • To check if a designed sequence folds into a stable structure.
  • To prepare a receptor for docking simulations.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

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