agentsclimarketplace

Struct predictor

Skill aAAaqwq/AGI-Super-Team/skills/struct-predictor

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

Install
npx -y skills add aAAaqwq/AGI-Super-Team --skill struct-predictor

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.6 KB, 276 tokens by cl100k_base, as published. Nobody here has run it

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).

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.