bio-similarity-searching

FreedomIntelligence/OpenClaw-Medical-Skills

SkillLoads cleanly

Performs molecular similarity searches using Tanimoto coefficient on fingerprints via RDKit. Finds structurally similar compounds using ECFP or MACCS keys and…

Scores
out of 100 · grade A

2026-08-17

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

86/100

no commits in the last 12 weeks
no license file

Adopted

20% of the score

48/100

2,944 stars on the source repo.

Documented

15% of the score

84/100

710 words with worked examples.
Ships 2 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 27 days ago.

Install

npx skills add FreedomIntelligence/OpenClaw-Medical-Skills/bio-similarity-searching

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
No license	The repository ships no license file, so the reuse terms are unclear.

What it says it does

Performs molecular similarity searches using Tanimoto coefficient on fingerprints via RDKit. Finds structurally similar compounds using ECFP or MACCS keys and clusters molecules by structural similarity using Butina clustering. Use when finding analogs of a query compound or clustering chemical libraries.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-07-21.

Also in FreedomIntelligence/OpenClaw-Medical-Skills

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
aeonFreedomIntelligence/OpenClaw-Medical-Skills	No license	Skill	2.9k stars	27 days ago
alphafold-databaseFreedomIntelligence/OpenClaw-Medical-Skills	No license	Skill	2.9k stars	27 days ago
anndataFreedomIntelligence/OpenClaw-Medical-Skills	No license	Skill	2.9k stars	27 days ago
bindingdb-databaseFreedomIntelligence/OpenClaw-Medical-Skills	No license	Skill	2.9k stars	27 days ago
bio-alignment-ioFreedomIntelligence/OpenClaw-Medical-Skills	No license	Skill	2.9k stars	27 days ago
bio-alignment-msa-parsingFreedomIntelligence/OpenClaw-Medical-Skills	No license	Skill	2.9k stars	27 days ago

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