molecode

molecode is a Chemistry & materials skill for AI agents, published by AtomFlow-AI in the MoleCode repository on GitHub. Skillspace rates molecode C (72/100) and it passed the safety scan; the rating is based on static analysis only.

Use for deterministic molecule understanding, graph-level editing, generation, and validation with MoleCode — an explicit Mermaid graph in which every atom and bond is a typed, named node/edge. Converting SMILES to MoleCode exposes the molecule as explicit atoms, hydrogen counts, bonds, bond orders, stereochemistry (R/S, E/Z), aromatic/ring systems, functional groups, and linkers, so an agent can locate substructures and plan edits far more reliably than from linear SMILES. Trigger when the task is to understand or edit a molecular structure, replace a functional group, add/delete/substitute atoms, close or fuse rings, change a linker or scaffold, count atoms/elements, check formula/connectivity/ valence, design a molecule under constraints, or convert between SMILES and MoleCode. Also covers polymers (PSMILES repeat units) and Markush structures (variable R-groups). Prefer MoleCode graph inspection and editing before hand-writing SMILES; the bundled script provides the conversion and…

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
293

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 1 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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