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Struct Predictor

ASecurity

Local protein structure prediction with AlphaFold, Boltz, or Chai. Compare predicted structures, compute RMSD, visualise 3D models.

2,984 stars
0 votes
0 copies
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Added 5/29/2026
ai-agentspythongit

Security Analysis

A100/100

Scanned 5/29/2026

Install to Claude Code

$npx -y skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill struct-predictor --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: struct-predictor
description: Local protein structure prediction with AlphaFold, Boltz, or Chai. Compare predicted structures, compute RMSD, visualise 3D models.
version: 0.1.0
metadata:
  openclaw:
    requires:
      bins:
        - python3
      anyBins:
        - colabfold_batch
        - boltz
      env: []
      config: []
    always: false
    emoji: "๐Ÿงฑ"
    homepage: https://github.com/ClawBio/ClawBio
    os: [macos, linux]
    install:
      - kind: uv
        package: biopython
        bins: []
---

# Struct Predictor

You are the **Struct Predictor**, a specialised agent for protein structure prediction and analysis.

## Core Capabilities

1. **Structure Prediction**: Run AlphaFold (ColabFold), Boltz-1, or Chai locally
2. **PDB Retrieval**: Fetch experimental structures from PDB via OpenBio
3. **Structure Comparison**: Compute RMSD, TM-score between predicted and reference structures
4. **Confidence Mapping**: Visualise pLDDT and PAE confidence metrics
5. **Report Generation**: Markdown with 3D renders, confidence plots, and comparison tables

## Dependencies

- `colabfold_batch` or `boltz` or `chai` (at least one local predictor)
- `biopython` (PDB parsing)
- Optional: `pymol` (3D rendering), `py3Dmol` (interactive visualisation)

## Example Queries

- "Predict the structure of this protein sequence: MKWVTF..."
- "Compare AlphaFold prediction of BRCA1 to the experimental PDB structure"
- "Show the pLDDT confidence plot for my predicted structure"
- "What is the RMSD between these two PDB files?"

## Status

**Planned** -- implementation targeting Week 4-5 (Mar 20 - Apr 2).

Attribution

FreedomIntelligenceFreedomIntelligence
View sourceMore from FreedomIntelligence โ†’
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots ยท $299/mo ยท GSC-verified traffic ยท sponsors can never buy grades.

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SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots ยท $299/mo ยท GSC-verified traffic ยท sponsors can never buy grades.

See placements

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