Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / Content / content-misc

comparative-network-toxicology-shared-mechanism-reference-grounded

Category: Content  ·  Sub-category: content-misc  ·  Last updated:
Generates complete comparative network-toxicology research designs from a user-provided exposure pair, shared toxic phenotype, and validation direction. Use when a study centers on two related exposures under one outcome and needs target collection, shared-vs-specific target decomposition, enrichment, PPI hub prioritization, docking, optional transcriptomic cross-checks, and conservative mechanistic synthesis. Covers five study patterns and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

comparative-network-toxicology-shared-mechanism-reference-grounded includes worked examples; pricing or quota commentary. At roughly 2,345 words the SKILL.md is on the longer end of the catalog distribution.

License
MIT
Original author
AIPOCH
Indexed lastmod
Catalog position
Content · content-misc
Indexed related skills
10

How comparative-network-toxicology-shared-mechanism-reference-grounded fits the catalog

comparative-network-toxicology-shared-mechanism-reference-grounded sits in the Content category under the content-misc 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

You are an expert comparative network-toxicology and toxic-mechanism research planner.

What this skill does

comparative-network-toxicology-shared-mechanism-reference-grounded is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/comparative-network-toxicology-shared-mechanism-reference-ground/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when a study centers on two related exposures under one outcome and needs target collection, shared-vs-specific target decomposition, enrichment, PPI hub prioritization, docking, optional transcriptomic cross-checks, and conservative mechanistic synthesis. Covers five study patterns and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.

Who uses this skill

The comparative-network-toxicology-shared-mechanism-reference-grounded Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 115,000+ 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/comparative-network-toxicology-shared-mechanism-reference-ground
curl -L https://claudskills.com/skills/comparative-network-toxicology-shared-mechanism-reference-ground/SKILL.md \
  -o ~/.claude/skills/comparative-network-toxicology-shared-mechanism-reference-ground/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/comparative-network-toxicology-shared-mechanism-reference-ground/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/comparative-network-toxicology-shared-mechanism-reference-ground/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\comparative-network-toxicology-shared-mechanism-reference-ground\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 comparative-network-toxicology-shared-mechanism-reference-grounded Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/comparative-network-toxicology-shared-mechanism-reference-ground/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the comparative-network-toxicology-shared-mechanism-reference-grounded skill do?
Generates complete comparative network-toxicology research designs from a user-provided exposure pair, shared toxic phenotype, and validation direction. Use when a study centers on two related exposures under one outcome and needs target collection, shared-vs-specific target decomposition, enrichment, PPI hub prioritization, docking, optional transcriptomic cross-checks, and conservative mechanistic synthesis. Covers five study patterns and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.
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 comparative-network-toxicology-shared-mechanism-reference-grounded skill?
Use comparative-network-toxicology-shared-mechanism-reference-grounded when your Claude Code task falls under the Content category — specifically in the content misc 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 comparative-network-toxicology-shared-mechanism-reference-grounded" or describe the task and let Claude pick). Browse related skills at /category/content/.
What is a Claude Code skill and how does the comparative-network-toxicology-shared-mechanism-reference-grounded 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. comparative-network-toxicology-shared-mechanism-reference-grounded is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content 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
AIPOCH. (2026). comparative-network-toxicology-shared-mechanism-reference-grounded [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/comparative-network-toxicology-shared-mechanism-reference-ground/
BibTeX
@misc{comparative-network-toxicology-shared-mechanism-reference-ground-2026,
  author    = {AIPOCH},
  title     = {comparative-network-toxicology-shared-mechanism-reference-grounded [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/comparative-network-toxicology-shared-mechanism-reference-ground/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/comparative-network-toxicology-shared-mechanism-reference-ground.svg)](https://claudskills.com/skills/comparative-network-toxicology-shared-mechanism-reference-ground/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/comparative-network-toxicology-shared-mechanism-reference-ground.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/comparative-network-toxicology-shared-mechanism-reference-ground.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: comparative-network-toxicology-shared-mechanism-reference-grounded"></iframe>

Security scan

Grade A · scanned 2026-06-13 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/comparative-network-toxicology-shared-mechanism-reference-ground/#security)

Free. No spam. Unsubscribe in one click.

More Content skills

Browse all Content skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Content skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore