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3D structure prediction from sequence v1.0.0

Use this resource to predict the 3D structure of a protein from its sequence

New

  • 386 downloads
  • 135 likes
  • 144 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install protein-structure-prediction-analysis

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent prepares the sequence, predicts the structure with ESMFold, compares it with the AlphaFold database or an experimental structure, then computes the sequence properties.

Mostly picked by

Updated November 2, 2026

Card for the “3D structure prediction from sequence” skill

Details

Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: sequence preparation and prediction phases
  • SKILL.md: properties to report and confidence assessment

Good fit for

  • No experimental structure exists for your protein
  • You want to link a variant to its position in a predicted structure

Not for

    Tags

    • structure prediction
    • ESMFold
    • AlphaFold
    • sequence

    About

    You say

    “Predict the structure of this roughly 300-residue sequence and give its confidence score.”

    Card for the “3D structure prediction from sequence” skill

    Skill published by mims-harvard under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to predict the 3D structure of a protein from its sequence
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md18.7 KB

    Origin and licence

    Listed unmodified

    Author
    mims-harvard
    Source
    github.com/mims-harvard/tooluniverse/tree/169d065deeb3e289b3ff36d665529a123bdad791/skills/tooluniverse-protein-structure-prediction
    Licence
    Apache-2.0

    Notice

    « tooluniverse-protein-structure-prediction » (mims-harvard, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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