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Rdkit Conformer Generation Starter

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Use this skill to generate a small deterministic conformer ensemble with RDKit ETKDG and summarize the lowest-energy structures.

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  • Added September 8, 2026
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Scanned September 8, 2026

npx -y skills add ma-compbio-lab/SkillFoundry --skill rdkit-conformer-generation-starter --agent claude-code

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SKILL.md
# RDKit Conformer Generation Starter

Use this skill to generate a small deterministic conformer ensemble with RDKit ETKDG and summarize the lowest-energy structures.

## What it does

- Reads a small TSV of molecules with `name` and `smiles`.
- Generates multiple 3D conformers per molecule with a fixed random seed.
- Optimizes them with UFF and reports the ranked conformer energies.
- Writes compact JSON suitable for smoke tests or later structure-aware workflows.

## When to use it

- You need a verified local starter for `small-molecule conformer generation`.
- You want a deterministic 3D-geometry precursor before docking, force-field setup, or descriptor work.

## Example

```bash
./slurm/envs/chem-tools/bin/python skills/computational-chemistry-and-molecular-simulation/rdkit-conformer-generation-starter/scripts/run_rdkit_conformer_generation.py \
  --input skills/computational-chemistry-and-molecular-simulation/rdkit-conformer-generation-starter/examples/molecules.tsv \
  --num-confs 4 \
  --out scratch/rdkit-conformers/summary.json
```

## Verification

- Skill-local tests: `python3 -m unittest discover -s skills/computational-chemistry-and-molecular-simulation/rdkit-conformer-generation-starter/tests -p 'test_*.py'`
- Repository smoke target: `make smoke-rdkit-conformers`

Files in this skill

  • SKILL.md1.3 KB
  • assets/example_conformer_summary.json1.6 KB
  • examples/molecules.tsv85 B
  • metadata.yaml1.4 KB
  • refs.md175 B
  • scripts/run_rdkit_conformer_generation.py4.5 KB
  • tests/test_run_rdkit_conformer_generation.py2.9 KB

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