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ClaudSkills / Science & Research / biology-medicine

Drug Lead Analysis

Category: Science & Research  ·  Sub-category: biology-medicine  ·  Last updated:
Analyze drug candidate molecules for drug-likeness, ADMET properties, and safety profiles. Use this skill when: (1) Evaluating a molecule's potential as a drug candidate, (2) Checking drug-likeness scores (QED, Lipinski), (3) Predicting blood-brain barrier penetration, (4) Assessing side effects and ADMET properties, (5) Comparing multiple molecules for lead optimization.

About this skill (catalog notes)

Drug Lead Analysis includes worked examples; 7 code blocks for direct copy-paste. The SKILL.md is on the shorter side at about 583 words.

License
MIT
Original author
PharMolix
Indexed lastmod
Catalog position
Science & Research · biology-medicine
Indexed related skills
10

How Drug Lead Analysis fits the catalog

Drug Lead Analysis sits in the Science & Research category under the biology-medicine sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

This skill guides you through a comprehensive analysis of drug candidate molecules using OpenBioMed's molecular analysis tools.

What this skill does

Drug Lead Analysis is a community-contributed Claude Code skill in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/drug-lead-analysis/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Drug Lead Analysis Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/drug-lead-analysis
curl -L https://claudskills.com/skills/drug-lead-analysis/SKILL.md \
  -o ~/.claude/skills/drug-lead-analysis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/drug-lead-analysis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/drug-lead-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\drug-lead-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Drug Lead Analysis Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/drug-lead-analysis/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Drug Lead Analysis skill do?
Analyze drug candidate molecules for drug-likeness, ADMET properties, and safety profiles. Use this skill when: (1) Evaluating a molecule's potential as a drug candidate, (2) Checking drug-likeness scores (QED, Lipinski), (3) Predicting blood-brain barrier penetration, (4) Assessing side effects and ADMET properties, (5) Comparing multiple molecules for lead optimization.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Drug Lead Analysis skill?
Use Drug Lead Analysis when your Claude Code task falls under the Science & Research category — specifically in the biology medicine area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Drug Lead Analysis" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Drug Lead Analysis skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Drug Lead Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
PharMolix. (2026). Drug Lead Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/drug-lead-analysis/
BibTeX
@misc{drug-lead-analysis-2026,
  author    = {PharMolix},
  title     = {Drug Lead Analysis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/drug-lead-analysis/}
}

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