lipinski-rule-filterFilter compound libraries based on Lipinski's Rule of Five for drug-likeness.
Install via ClawdBot CLI:
clawdbot install aipoch-ai/lipinski-rule-filterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.rdkit.org/Audited Apr 18, 2026 · audit v1.0
Generated May 5, 2026
A pharmaceutical company uses this skill to filter large compound libraries early in the drug discovery process, eliminating molecules that violate Lipinski's Rule of Five to reduce costly late-stage failures.
University researchers apply the filter to virtual screening results from high-throughput docking studies, focusing synthesis efforts on drug-like candidates.
A biotech startup integrates the filter into automated workflows to prioritize hits from fragment-based drug design, ensuring only rule-compliant molecules advance.
A CRO offers Lipinski filtering as a standardized service for clients, providing rapid and reproducible drug-likeness assessments for submitted compound sets.
Data analysts incorporate this skill into pipelines to profile and compare chemical libraries, generating reports on drug-likeness distribution for decision-making.
Integrate the filter as a microservice within a cloud-based drug discovery platform, charging per compound or subscription.
License the standalone script to pharmaceutical companies for internal deployment, with tiered pricing based on user count.
Offer expert consulting to tailor the filter rules or integrate with existing pipelines, generating revenue through project-based fees.
💬 Integration Tip
For seamless integration, containerize the script using Docker and expose it via a REST API for easy incorporation into larger workflows.
Scored Apr 19, 2026
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