Agent skill

Cadec Query

by QSong-github in QSong-github/DrugClaw

Query the CADEC (CSIRO Adverse Drug Event Corpus). An agent skill from QSong-github/DrugClaw.

No licenceAuto-check passedDevelopment

Install Cadec Query

skills CLI

$ npx skills add QSong-github/DrugClaw --skill cadec-query -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw cadec-query --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/drug_nlp/cadec .claude/skills/cadec-query && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "cadec-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec into .claude/skills/cadec-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cadec-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

$skill-installer install https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec

Type 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.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill cadec-query -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw cadec-query --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/drug_nlp/cadec .agents/skills/cadec-query && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "cadec-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec into .agents/skills/cadec-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cadec-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.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill cadec-query -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw cadec-query --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/drug_nlp/cadec .cursor/skills/cadec-query && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "cadec-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec into .cursor/skills/cadec-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cadec-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

$ gemini skills install https://github.com/QSong-github/DrugClaw.git --path skills/drug_nlp/cadec

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill cadec-query -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw cadec-query --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/drug_nlp/cadec .gemini/skills/cadec-query && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "cadec-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec into .gemini/skills/cadec-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cadec-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.

GitHub CLI

$ gh skill install QSong-github/DrugClaw cadec-query

Installs 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).

skills CLI

$ npx skills add QSong-github/DrugClaw --skill cadec-query -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/drug_nlp/cadec .github/skills/cadec-query && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "cadec-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec into .github/skills/cadec-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cadec-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.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill cadec-query -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw cadec-query --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/drug_nlp/cadec .opencode/skills/cadec-query && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "cadec-query" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/cadec into .opencode/skills/cadec-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cadec-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: cadec-query
GitHub stars: 116
Used in: 1 other repo
Token cost: ~471 tokens
SKILL.md length: 170 words
Files: 6
Skills in repo: 31
Repo updated: Aug 25, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Query the CADEC (CSIRO Adverse Drug Event Corpus). An agent skill from QSong-github/DrugClaw.

The user asks about adverse drug event mentions in consumer health text
SKILL.md covers API, Entity Types in Corpus, Usage and Data
Runs Python scripts from its folder
Entity annotations from patient forum posts

What it does

Cadec Query is an agent skill from QSong-github/DrugClaw. Query the CADEC (CSIRO Adverse Drug Event Corpus). Use whenever the user asks about adverse drug event mentions in consumer health text, entity annotations from patient forum posts, MedDRA/SNOMED-CT normalised ADR spans, or wants to look up drugs, symptoms, or coded entities in the CADEC corpus.

Its SKILL.md is about 470 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 `cadec_skill.py`).

It sits in Development, covering Architecture decision records and Natural language processing. 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 adverse drug event mentions in consumer health text
Entity annotations from patient forum posts
MedDRA/SNOMED-CT normalised ADR spans
Wants to look up drugs

Example prompts

“/cadec-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
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

Cadec Query loads about 471 tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 170 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~77
When it runs · the whole SKILL.md, loaded when a task matches: ~471

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 170 words (~471 tokens).

“Search CADEC annotated patient forum posts by any entity. Auto-detects type:”

— opening of SKILL.md by QSong-github

name: cadec-query

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files in skills/drug_nlp/cadec of QSong-github/DrugClaw.

SKILL.md
README.md
__init__.py
cadec_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.

BioTender-max/awesome-bio-agent-skillsskills/drugclaw/cadec

Compare with similar skills

Cadec 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.

Cadec Query compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Cadec Query this skillQSong-github/DrugClaw	116	1 repos	~471	Automated safety check: Pass	None	1 mo ago
Awesome Rebuttalxiongqi123123/awesome-rebuttal	305	—	~3.3k	Automated safety check: Pass	MIT	3 mo ago
RAG Code Reviewlyonzin/knowledge-rag	290	—	~1.8k	Automated safety check: Pass	MIT	3 days ago
Track Ideacdiggins/plato	106	—	~1.3k	Automated safety check: Pass	MIT	10 days ago
Pci Secure Softwaretransilienceai/communitytools	559	—	~1.8k	Automated safety check: Pass	MIT	2 mo ago
Start DesignLog2n-io/Typhon	250	—	~3.9k	Automated safety check: Pass	Custom licence	today

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Questions about Cadec Query

What does Cadec Query do?

Query the CADEC (CSIRO Adverse Drug Event Corpus). An agent skill from QSong-github/DrugClaw. Cadec Query is an agent skill from QSong-github/DrugClaw. Query the CADEC (CSIRO Adverse Drug Event Corpus).

When should I use Cadec Query?

Cadec Query fits situations like: the user asks about adverse drug event mentions in consumer health text; entity annotations from patient forum posts; medDRA/SNOMED-CT normalised ADR spans; wants to look up drugs.

How do I install Cadec Query in Claude Code?

Run `npx skills add QSong-github/DrugClaw --skill cadec-query -a claude-code`. Or copy the skill folder (skills/drug_nlp/cadec in QSong-github/DrugClaw) into .claude/skills/cadec-query in your project. Claude Code loads it when a task matches its description.

How do I install Cadec Query in Codex?

Run `npx skills add QSong-github/DrugClaw --skill cadec-query -a codex`. Or copy the skill folder (skills/drug_nlp/cadec in QSong-github/DrugClaw) into .agents/skills/cadec-query in your project. Codex loads it when a task matches its description.

Can I use Cadec 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 cadec-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/cadec-query, .gemini/skills/cadec-query, .github/skills/cadec-query and .opencode/skills/cadec-query in your project.

What does Cadec Query need to run?

Going by SKILL.md and its folder, Cadec Query needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Cadec Query 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 Cadec 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 Cadec Query use?

No licence was found for Cadec Query or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Cadec Query use?

About 471 tokens (SKILL.md is roughly 1.9k 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 Cadec Query?

Skills that share tags, products or a category with Cadec Query: Awesome Rebuttal (xiongqi123123/awesome-rebuttal, 305 stars), RAG Code Review (lyonzin/knowledge-rag, 290 stars), Track Idea (cdiggins/plato, 106 stars) and Pci Secure Software (transilienceai/communitytools, 559 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cadec 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.

Cadec Query

Install Cadec Query

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 1 other repository

Compare with similar skills

Similar skills

Awesome Rebuttal

RAG Code Review

Track Idea

Pci Secure Software

Start Design

Harness Similarity

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Questions about Cadec Query

Install Cadec Query

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 1 other repository

Compare with similar skills

Similar skills

More from QSong-github/DrugClaw

Related

Questions about Cadec Query