Tooluniverse Drug Drug Interaction
wu-yc/LabClaw
Comprehensive drug-drug interaction (DDI) prediction and risk assessment.
Query the MecDDI mechanism-based drug-drug interaction database.
No licenceAuto-check passed
Install Mecddi Query
$ npx skills add QSong-github/DrugClaw --skill mecddi-query -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install QSong-github/DrugClaw mecddi-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/ddi/mecddi .claude/skills/mecddi-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 "mecddi-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/ddi/mecddi into .claude/skills/mecddi-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mecddi-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/ddi/mecddiType 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 mecddi-query -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install QSong-github/DrugClaw mecddi-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/ddi/mecddi .agents/skills/mecddi-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 "mecddi-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/ddi/mecddi into .agents/skills/mecddi-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mecddi-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 mecddi-query -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install QSong-github/DrugClaw mecddi-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/ddi/mecddi .cursor/skills/mecddi-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 "mecddi-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/ddi/mecddi into .cursor/skills/mecddi-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mecddi-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/ddi/mecddi--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 mecddi-query -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install QSong-github/DrugClaw mecddi-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/ddi/mecddi .gemini/skills/mecddi-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 "mecddi-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/ddi/mecddi into .gemini/skills/mecddi-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mecddi-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 mecddi-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 mecddi-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/ddi/mecddi .github/skills/mecddi-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 "mecddi-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/ddi/mecddi into .github/skills/mecddi-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mecddi-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 mecddi-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 mecddi-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/ddi/mecddi .opencode/skills/mecddi-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 "mecddi-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/ddi/mecddi into .opencode/skills/mecddi-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mecddi-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
mecddi-query- GitHub stars
- 116
- Used in
- 1 other repo
- Token cost
- ~560 tokens
- SKILL.md length
- 169 words
- Files
- 6
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- None found
At a glance
Query the MecDDI mechanism-based drug-drug interaction database.
- Works in 5 steps: Single drug name → search(data,… → Single drug ID → search(data, "D0123") → Batch query → search_batch(data,… → …
- The user asks about drug-drug interactions
- SKILL.md covers Mechanism Categories (7 files), API, Data and Usage
- Runs Python scripts from its folder
What it does
Mecddi Query is an agent skill from QSong-github/DrugClaw. Query the MecDDI mechanism-based drug-drug interaction database. Use whenever the user asks about drug-drug interactions, DDI mechanisms (PK/PD), enzyme or transporter-mediated interactions, or wants to look up interacting drug pairs by drug name or MecDDI drug ID. Trigger on keywords like DDI, drug interaction, MecDDI, mechanism-based interaction, pharmacokinetic interaction, pharmacodynamic interaction, or any query involving two drugs that may interact.
Its SKILL.md is about 560 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 `example.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 drug-drug interactions
- DDI mechanisms (PK/PD)
- Transporter-mediated interactions
- Wants to look up interacting drug pairs by drug name
Example prompts
- “/mecddi-query”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Single drug name → search(data, "Atropine")
- Single drug ID → search(data, "D0123")
- Batch query → search_batch(data, ["Meclizine", "Isocarboxazid", "D0853"])
- JSON output → to_json(hits)
- LLM-friendly summary → summarize(hits, entity)
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):
mecddi.idrblab.net
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
Mecddi Query loads about 560 tokens when it runs. Until then it costs about 118 tokens; SKILL.md has 169 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 169 words (~560 tokens).
“Search MecDDI drug-drug interaction records by drug name or drug ID. Auto-detects input type:”
- name
- mecddi-query
Files
SKILL.md and 5 other files in skills/ddi/mecddi of QSong-github/DrugClaw.
- SKILL.md
- README.md
- __init__.py
- example.py
- mecddi_skill.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
Mecddi 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 |
|---|---|---|---|---|---|---|
| Mecddi Query this skillQSong-github/DrugClaw | 116 | 1 repos | ~560 | Automated safety check: Pass | None | |
| Tooluniverse Drug Drug Interactionwu-yc/LabClaw | 1.1k | 2 repos | ~813 | Automated safety check: Pass | None | |
| Drug Interaction Checkeraipoch/medical-research-skills | 2k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Drug Interaction Interventionmohitagw15856/pm-claude-skills | 1.4k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Drug Target Interactionwentorai/research-plugins | 298 | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Remotion Interactivityremotion-dev/remotion | 62k | 5 repos | ~4.7k | Automated safety check: Pass | Custom licence |
Similar skills
Drug Interaction Checker
aipoch/medical-research-skills
Check for interactions between multiple medications, including severity classification and mechanism explanations.
Drug Interaction Intervention
mohitagw15856/pm-claude-skills
Document a pharmacist's clinical intervention — the interaction or error spotted, what was done, what the prescriber decided, and the outcome — so the record shows the catch and the care that…
Drug Target Interaction
wentorai/research-plugins
Computational drug-target interaction prediction and virtual screening
- Official
Remotion Interactivity
remotion-dev/remotion
Structure Remotion markup for interactivity. An agent skill from remotion-dev/remotion.
Firecrawl Interact Integration
firecrawl/firecrawl
Guides adding Firecrawl's /interact endpoint to product code for pages that need clicks, forms, pagination or logged-in flows beyond plain scraping.
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Drugbank Query
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Query a locally downloaded DrugBank database. An agent skill from QSong-github/DrugClaw.
Drugcentral Query
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Query the DrugCentral drug pharmacology database. An agent skill from QSong-github/DrugClaw.
Drugmechdb Query
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Query the DrugMechDB drug mechanism-of-action database. An agent skill from QSong-github/DrugClaw.
Fda Orange Book Query
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Questions about Mecddi Query
What does Mecddi Query do?
Query the MecDDI mechanism-based drug-drug interaction database. Mecddi Query is an agent skill from QSong-github/DrugClaw. Query the MecDDI mechanism-based drug-drug interaction database.
When should I use Mecddi Query?
Mecddi Query fits situations like: the user asks about drug-drug interactions; DDI mechanisms (PK/PD); transporter-mediated interactions; wants to look up interacting drug pairs by drug name.
How do I install Mecddi Query in Claude Code?
Run `npx skills add QSong-github/DrugClaw --skill mecddi-query -a claude-code`. Or copy the skill folder (skills/ddi/mecddi in QSong-github/DrugClaw) into .claude/skills/mecddi-query in your project. Claude Code loads it when a task matches its description.
How do I install Mecddi Query in Codex?
Run `npx skills add QSong-github/DrugClaw --skill mecddi-query -a codex`. Or copy the skill folder (skills/ddi/mecddi in QSong-github/DrugClaw) into .agents/skills/mecddi-query in your project. Codex loads it when a task matches its description.
Can I use Mecddi 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 mecddi-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/mecddi-query, .gemini/skills/mecddi-query, .github/skills/mecddi-query and .opencode/skills/mecddi-query in your project.
What does Mecddi Query need to run?
Going by SKILL.md and its folder, Mecddi Query needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Mecddi Query access the network?
SKILL.md names 1 domain. As links in the text: mecddi.idrblab.net. This is read from the text; nothing was executed.
Is Mecddi 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 Mecddi Query use?
No licence was found for Mecddi Query or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Mecddi Query use?
About 560 tokens (SKILL.md is roughly 2.2k 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 Mecddi Query?
Skills that share tags, products or a category with Mecddi Query: Tooluniverse Drug Drug Interaction (wu-yc/LabClaw, 1.1k stars), Drug Interaction Checker (aipoch/medical-research-skills, 2k stars), Drug Interaction Intervention (mohitagw15856/pm-claude-skills, 1.4k stars) and Drug Target Interaction (wentorai/research-plugins, 298 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mecddi 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.