Tooluniverse Drug Drug Interaction
wu-yc/LabClaw
Comprehensive drug-drug interaction (DDI) prediction and risk assessment.
Query the DrugCentral drug pharmacology database. An agent skill from QSong-github/DrugClaw.
No licenceAuto-check passed
Install Drugcentral Query
$ npx skills add QSong-github/DrugClaw --skill drugcentral-query -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install QSong-github/DrugClaw drugcentral-query --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/QSong-github/DrugClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/drug_knowledgebase/drugcentral .claude/skills/drugcentral-query && 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 "drugcentral-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentral into .claude/skills/drugcentral-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "drugcentral-query", 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/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentralType 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 QSong-github/DrugClaw --skill drugcentral-query -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install QSong-github/DrugClaw drugcentral-query --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/drug_knowledgebase/drugcentral .agents/skills/drugcentral-query && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "drugcentral-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentral into .agents/skills/drugcentral-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "drugcentral-query", 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 QSong-github/DrugClaw --skill drugcentral-query -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install QSong-github/DrugClaw drugcentral-query --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/drug_knowledgebase/drugcentral .cursor/skills/drugcentral-query && 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 "drugcentral-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentral into .cursor/skills/drugcentral-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "drugcentral-query", 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/QSong-github/DrugClaw.git --path skills/drug_knowledgebase/drugcentral--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 QSong-github/DrugClaw --skill drugcentral-query -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install QSong-github/DrugClaw drugcentral-query --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/drug_knowledgebase/drugcentral .gemini/skills/drugcentral-query && 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 "drugcentral-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentral into .gemini/skills/drugcentral-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "drugcentral-query", 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 QSong-github/DrugClaw drugcentral-queryInstalls 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 QSong-github/DrugClaw --skill drugcentral-query -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/drug_knowledgebase/drugcentral .github/skills/drugcentral-query && 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 "drugcentral-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentral into .github/skills/drugcentral-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "drugcentral-query", 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 QSong-github/DrugClaw --skill drugcentral-query -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install QSong-github/DrugClaw drugcentral-query --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/drug_knowledgebase/drugcentral .opencode/skills/drugcentral-query && 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 "drugcentral-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_knowledgebase/drugcentral into .opencode/skills/drugcentral-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "drugcentral-query", 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
drugcentral-query- GitHub stars
- 116
- Used in
- 1 other repo
- Token cost
- ~710 tokens
- SKILL.md length
- 203 words
- Files
- 6
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- None found
At a glance
Query the DrugCentral drug pharmacology database. An agent skill from QSong-github/DrugClaw.
- The user asks about approved drug structures
- SKILL.md covers Data, API, Key Fields and Usage, plus 1 more section
- Runs Python scripts from its folder
- Pharmacological actions
What it does
Drugcentral Query is an agent skill from QSong-github/DrugClaw. Query the DrugCentral drug pharmacology database. Use whenever the user asks about approved drug structures, drug targets, pharmacological actions, or wants to look up any entity (drug name, DrugCentral ID, CAS number, InChIKey) in DrugCentral.
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `README.md`, `__init__.py` and `drugcentral_skill.py`).
The repository describes itself as: 🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph.
When your agent uses it
- The user asks about approved drug structures
- Pharmacological actions
- Wants to look up any entity (drug name
- InChIKey) in DrugCentral
Example prompts
- “/drugcentral-query”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit bc7b93e. 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
Ships script files (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
drugcentral.orgdoi.org
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
Drugcentral Query loads about 710 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 203 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 203 words (~710 tokens).
“Search local DrugCentral flat files by any entity. Auto-detects query type:”
- name
- drugcentral-query
Files
SKILL.md and 5 other files in skills/drug_knowledgebase/drugcentral of QSong-github/DrugClaw.
- SKILL.md
- README.md
- __init__.py
- drugcentral_skill.py
- example.py
- retrieve.py
Open the folder on GitHubat commit bc7b93e
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in QSong-github/DrugClaw, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Drugcentral Query 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 |
|---|---|---|---|---|---|---|
| Drugcentral Query this skillQSong-github/DrugClaw | 116 | 1 repos | ~710 | Automated safety check: Pass | None | |
| Tooluniverse Drug Drug Interactionwu-yc/LabClaw | 1.1k | 2 repos | ~813 | Automated safety check: Pass | None | |
| Tooluniverse Drug Target Validationwu-yc/LabClaw | 1.1k | 2 repos | ~9.9k | Automated safety check: Pass | None | |
| Drug Discovery PipelineNVIDIA/skills | 3.5k | 1 repos | ~1.8k | Automated safety check: Notes | Apache-2.0 | |
| Drug Discovery Searchwu-yc/LabClaw | 1.1k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Drug DiscoveryTommy-yw/RunbookHermes | 546 | 1 repos | ~2.3k | Automated safety check: Pass | MIT |
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- Official
Drug Discovery Pipeline
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NOTE: molecule and target inputs and your NGCAPIKEY are transmitted to external NVIDIA-hosted API endpoints on every call.
Drug Discovery Search
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End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels.
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Pharmaceutical research assistant for drug discovery workflows.
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Questions about Drugcentral Query
What does Drugcentral Query do?
Query the DrugCentral drug pharmacology database. An agent skill from QSong-github/DrugClaw. Drugcentral Query is an agent skill from QSong-github/DrugClaw. Query the DrugCentral drug pharmacology database.
When should I use Drugcentral Query?
Drugcentral Query fits situations like: the user asks about approved drug structures; pharmacological actions; wants to look up any entity (drug name; inChIKey) in DrugCentral.
How do I install Drugcentral Query in Claude Code?
Run `npx skills add QSong-github/DrugClaw --skill drugcentral-query -a claude-code`. Or copy the skill folder (skills/drug_knowledgebase/drugcentral in QSong-github/DrugClaw) into .claude/skills/drugcentral-query in your project. Claude Code loads it when a task matches its description.
How do I install Drugcentral Query in Codex?
Run `npx skills add QSong-github/DrugClaw --skill drugcentral-query -a codex`. Or copy the skill folder (skills/drug_knowledgebase/drugcentral in QSong-github/DrugClaw) into .agents/skills/drugcentral-query in your project. Codex loads it when a task matches its description.
Can I use Drugcentral Query 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 QSong-github/DrugClaw --skill drugcentral-query -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/drugcentral-query, .gemini/skills/drugcentral-query, .github/skills/drugcentral-query and .opencode/skills/drugcentral-query in your project.
What does Drugcentral Query need to run?
Going by SKILL.md and its folder, Drugcentral Query needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Drugcentral Query access the network?
SKILL.md names 2 domains. As links in the text: drugcentral.org and doi.org. This is read from the text; nothing was executed.
Is Drugcentral Query 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 Drugcentral Query use?
No licence was found for Drugcentral Query or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Drugcentral Query use?
About 710 tokens (SKILL.md is roughly 2.8k 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 Drugcentral Query?
Skills that share tags, products or a category with Drugcentral Query: Tooluniverse Drug Drug Interaction (wu-yc/LabClaw, 1.1k stars), Tooluniverse Drug Target Validation (wu-yc/LabClaw, 1.1k stars), Drug Discovery Pipeline (NVIDIA/skills, 3.5k stars) and Drug Discovery Search (wu-yc/LabClaw, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Drugcentral Query?
QSong-github (a GitHub user) maintains it in QSong-github/DrugClaw, which has 116 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on August 25, 2026.
Source: QSong-github/DrugClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.