Social
coreyhaines31/marketingskills
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage.
Construct and analyze compound-target-disease networks for drug repurposing, polypharmacology discovery, and systems pharmacology.
Install Tooluniverse Network Pharmacology
$ npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-network-pharmacology --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/pharma/tooluniverse-network-pharmacology .claude/skills/tooluniverse-network-pharmacology && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "tooluniverse-network-pharmacology" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacology into .claude/skills/tooluniverse-network-pharmacology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-network-pharmacology", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacologyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-network-pharmacology --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/pharma/tooluniverse-network-pharmacology .agents/skills/tooluniverse-network-pharmacology && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tooluniverse-network-pharmacology" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacology into .agents/skills/tooluniverse-network-pharmacology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-network-pharmacology", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-network-pharmacology --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/pharma/tooluniverse-network-pharmacology .cursor/skills/tooluniverse-network-pharmacology && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tooluniverse-network-pharmacology" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacology into .cursor/skills/tooluniverse-network-pharmacology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-network-pharmacology", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wu-yc/LabClaw.git --path skills/pharma/tooluniverse-network-pharmacology--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-network-pharmacology --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/pharma/tooluniverse-network-pharmacology .gemini/skills/tooluniverse-network-pharmacology && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tooluniverse-network-pharmacology" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacology into .gemini/skills/tooluniverse-network-pharmacology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-network-pharmacology", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wu-yc/LabClaw tooluniverse-network-pharmacologyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/pharma/tooluniverse-network-pharmacology .github/skills/tooluniverse-network-pharmacology && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tooluniverse-network-pharmacology" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacology into .github/skills/tooluniverse-network-pharmacology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-network-pharmacology", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-network-pharmacology --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/pharma/tooluniverse-network-pharmacology .opencode/skills/tooluniverse-network-pharmacology && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tooluniverse-network-pharmacology" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/pharma/tooluniverse-network-pharmacology into .opencode/skills/tooluniverse-network-pharmacology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-network-pharmacology", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
tooluniverse-network-pharmacology- GitHub stars
- 1.1k
- Used in
- 2 other repos
- Token cost
- ~12k tokens
- SKILL.md length
- 1,838 words
- Files
- 1
- Skills in repo
- 68
- Repo updated
- First seen
- Licence
- None found
At a glance
Construct and analyze compound-target-disease networks for drug repurposing, polypharmacology discovery, and systems pharmacology.
- Works in 9 steps: Entity Disambiguation and Report Setup → Network Node Identification → Network Edge Construction → …
- Users ask about drug repurposing via network analysis
- SKILL.md covers When to Use This Skill, Input Parameters, Network Pharmacology Score… and KEY PRINCIPLES, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Tooluniverse Network Pharmacology is an agent skill from wu-yc/LabClaw. Construct and analyze compound-target-disease networks for drug repurposing, polypharmacology discovery, and systems pharmacology. Builds multi-layer networks from ChEMBL, OpenTargets, STRING, DrugBank, Reactome, FAERS, and 60+ other ToolUniverse tools. Calculates Network Pharmacology Scores (0-100), identifies repurposing candidates, predicts mechanisms, and analyzes polypharmacology. Use when users ask about drug repurposing via network analysis, multi-target drug effects, compound-target-disease networks…
Its SKILL.md is about 12k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Writing & Content, covering Content repurposing. The repository describes itself as: LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists).
When your agent uses it
- Users ask about drug repurposing via network analysis
- Multi-target drug effects
- Compound-target-disease networks
- Systems pharmacology
Example prompts
- “/tooluniverse-network-pharmacology”
Requirements
- Python 3
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- Entity Disambiguation and Report Setup
- Network Node Identification
- Network Edge Construction
- Network Analysis
- Drug Repurposing Predictions
- Polypharmacology Analysis
- Safety and Toxicity Context
- Validation Evidence
- Report Generation
What it can do on your machine
Read from SKILL.md and the folder at commit df37802. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are python and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Tooluniverse Network Pharmacology loads about 12k tokens when it runs. Until then it costs about 148 tokens; SKILL.md has 1,838 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,838 words (~12,254 tokens).
“Construct and analyze compound-target-disease (C-T-D) networks to identify drug repurposing opportunities, understand polypharmacology, and predict drug mechanisms using systems pharmacology approaches.”
- name
- tooluniverse-network-pharmacology
Files
Just SKILL.md in skills/pharma/tooluniverse-network-pharmacology of wu-yc/LabClaw.
Open the folder on GitHubat commit df37802
Used in 2 other repositories
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in wu-yc/LabClaw, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Tooluniverse Network Pharmacology next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tooluniverse Network Pharmacology this skillwu-yc/LabClaw | 1.1k | 2 repos | ~12k | Automated safety check: Pass | None | |
| Socialcoreyhaines31/marketingskills | 54k | 4 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Social Contentfreekmurze/dotfiles | 1k | 23 repos | ~2.1k | Automated safety check: Pass | None | |
| Changelog Social RecapFlorianBruniaux/claude-code-ultimate-guide | 6.1k | — | ~1.8k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| YoutubeAgriciDaniel/claude-youtube | 440 | — | ~3.1k | Automated safety check: Pass | MIT | |
| WeChat Article Formatteraiworkskills/wechat-article-skills | 672 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Tooluniverse Network Pharmacology
What does Tooluniverse Network Pharmacology do?
Construct and analyze compound-target-disease networks for drug repurposing, polypharmacology discovery, and systems pharmacology. Tooluniverse Network Pharmacology is an agent skill from wu-yc/LabClaw. Construct and analyze compound-target-disease networks for drug repurposing, polypharmacology discovery, and systems pharmacology.
When should I use Tooluniverse Network Pharmacology?
Tooluniverse Network Pharmacology fits situations like: users ask about drug repurposing via network analysis; multi-target drug effects; compound-target-disease networks; systems pharmacology.
How do I install Tooluniverse Network Pharmacology in Claude Code?
Run `npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a claude-code`. Or copy the skill folder (skills/pharma/tooluniverse-network-pharmacology in wu-yc/LabClaw) into .claude/skills/tooluniverse-network-pharmacology in your project. Claude Code loads it when a task matches its description.
How do I install Tooluniverse Network Pharmacology in Codex?
Run `npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a codex`. Or copy the skill folder (skills/pharma/tooluniverse-network-pharmacology in wu-yc/LabClaw) into .agents/skills/tooluniverse-network-pharmacology in your project. Codex loads it when a task matches its description.
Can I use Tooluniverse Network Pharmacology in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wu-yc/LabClaw --skill tooluniverse-network-pharmacology -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tooluniverse-network-pharmacology, .gemini/skills/tooluniverse-network-pharmacology, .github/skills/tooluniverse-network-pharmacology and .opencode/skills/tooluniverse-network-pharmacology in your project.
What does Tooluniverse Network Pharmacology need to run?
SKILL.md names no scripts, command-line tools or credentials: Tooluniverse Network Pharmacology is instructions for the agent only. Our summary lists: Python 3.
Does Tooluniverse Network Pharmacology access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Tooluniverse Network Pharmacology safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Tooluniverse Network Pharmacology use?
No licence was found for Tooluniverse Network Pharmacology or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Tooluniverse Network Pharmacology use?
About 12k tokens (SKILL.md is roughly 49k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Tooluniverse Network Pharmacology?
Skills that share tags, products or a category with Tooluniverse Network Pharmacology: Social (coreyhaines31/marketingskills, 54k stars), Social Content (freekmurze/dotfiles, 1k stars), Changelog Social Recap (FlorianBruniaux/claude-code-ultimate-guide, 6.1k stars) and Youtube (AgriciDaniel/claude-youtube, 440 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tooluniverse Network Pharmacology?
wu-yc (a GitHub user) maintains it in wu-yc/LabClaw, which has 1,055 GitHub stars. The repository holds 68 skills in this directory. The repository was last updated on March 19, 2026.
Source: wu-yc/LabClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.