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bagel-script-builder - Interactively build reviewable BAGEL scripts

Interactively turns natural-language protein-design goals into runnable, reviewable BAGEL scripts, smoke tests, and execution harnesses.

Tags

Updated: 2026-09-29

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Draft BAGEL design scripts
  • Interview unresolved design choices
  • Define states, chains, and energy terms
  • Generate commented design scripts
  • Generate smoke-test scripts
  • Generate execution harnesses
  • Run Modal smoke tests
  • Create parallel or serial sweeps
  • Save scripts for review

Inputs

  • Natural-language design goal
  • Protein and target sequences
  • State and chain definitions
  • Mutable and protected residues
  • Energy terms and weights
  • Oracle and optimizer choices
  • Execution backend and sweep parameters
  • Output directory
  • Modal credentials

Outputs

  • BAGEL design script files
  • Smoke-test script files
  • Execution harness files
  • Per-run output directories
  • Smoke-test results

Requirements

  • Python environment with biobagel
  • BAGEL API and reference files
  • Access to selected oracles or backends
  • Modal credentials for Modal execution
  • SLURM or PBS cluster for cluster sweeps

Source

  • Spec: SKILL.md
protein design
BAGEL
script generation
sequence optimization
energy minimization
workflow automation
Draft BAGEL design scripts
Interview unresolved design choices
Define states, chains, and energy terms
Generate commented design scripts
Natural-language design goal
Protein and target sequences
State and chain definitions
BAGEL design script files
Smoke-test script files
Execution harness files