medchem

medchem is a Chemistry & materials skill for AI agents, published by K-Dense-AI in the claude-scientific-skills repository on GitHub. Skillspace rates medchem C (72/100) and it passed the safety scan; a judge model has also reviewed it.

Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
44,723

Placed #5 of 6 in the judged category final for Chemistry & materials.

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

Our review

Architecture
96 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Judge review

Placed #5 of 6 in the judged category final for Chemistry & materials.

  • Trigger8787
  • Instructions8888
  • Specificity9090
  • Safety9090
  • Disclosure7878
  • Maintenance8585
Concrete, version-aware filtering guide with an appropriate 'guidelines not verdicts' caveat, kept self-contained rather than split into references.

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • 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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