Agent skill

Tac2017 Adr

by QSong-github in QSong-github/DrugClaw

Query TAC 2017 ADR annotated drug labels for adverse drug reactions.

No licenceAuto-check passedDevelopment

Install Tac2017 Adr

skills CLI

$ npx skills add QSong-github/DrugClaw --skill tac2017-adr -a claude-code

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

GitHub CLI

$ gh skill install QSong-github/DrugClaw tac2017-adr --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/tac2017 .claude/skills/tac2017-adr && 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 "tac2017-adr" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/tac2017 into .claude/skills/tac2017-adr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tac2017-adr", 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/tac2017

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 tac2017-adr -a codex

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

GitHub CLI

$ gh skill install QSong-github/DrugClaw tac2017-adr --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/tac2017 .agents/skills/tac2017-adr && 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 "tac2017-adr" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/tac2017 into .agents/skills/tac2017-adr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tac2017-adr", 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 tac2017-adr -a cursor

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

GitHub CLI

$ gh skill install QSong-github/DrugClaw tac2017-adr --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/tac2017 .cursor/skills/tac2017-adr && 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 "tac2017-adr" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/tac2017 into .cursor/skills/tac2017-adr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tac2017-adr", 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/tac2017

--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 tac2017-adr -a gemini-cli

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

GitHub CLI

$ gh skill install QSong-github/DrugClaw tac2017-adr --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/tac2017 .gemini/skills/tac2017-adr && 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 "tac2017-adr" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/tac2017 into .gemini/skills/tac2017-adr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tac2017-adr", 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 tac2017-adr

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 tac2017-adr -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/tac2017 .github/skills/tac2017-adr && 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 "tac2017-adr" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/tac2017 into .github/skills/tac2017-adr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tac2017-adr", 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 tac2017-adr -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 tac2017-adr --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/tac2017 .opencode/skills/tac2017-adr && 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 "tac2017-adr" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_nlp/tac2017 into .opencode/skills/tac2017-adr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tac2017-adr", 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: tac2017-adr
GitHub stars: 116
Used in: 1 other repo
Token cost: ~779 tokens
SKILL.md length: 259 words
Files: 6
Skills in repo: 31
Repo updated: Aug 25, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Query TAC 2017 ADR annotated drug labels for adverse drug reactions.

The user asks about ADRs extracted from FDA drug labels
SKILL.md covers Entity Auto-detection, API, Hit Dict Structure and Usage, plus 1 more section
Runs Python scripts from its folder
MedDRA-normalized adverse reactions

What it does

Tac2017 Adr is an agent skill from QSong-github/DrugClaw. Query TAC 2017 ADR annotated drug labels for adverse drug reactions. Use whenever the user asks about ADRs extracted from FDA drug labels, MedDRA-normalized adverse reactions, or wants to look up a drug name, ADR string, or MedDRA code in the TAC 2017 ADR corpus.

Its SKILL.md is about 780 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`).

It sits in Development, covering Architecture decision records. 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 ADRs extracted from FDA drug labels
MedDRA-normalized adverse reactions
Wants to look up a drug name
MedDRA code in the TAC 2017 ADR corpus

Example prompts

“/tac2017-adr”

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):
- bionlp.nlm.nih.gov
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

Tac2017 Adr loads about 779 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 259 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~69
When it runs · the whole SKILL.md, loaded when a task matches: ~779

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 259 words (~779 tokens).

“Search 200 FDA drug labels annotated with adverse reactions, severity, and MedDRA normalization from the TAC 2017 shared task.”

— opening of SKILL.md by QSong-github

name: tac2017-adr

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files in skills/drug_nlp/tac2017 of QSong-github/DrugClaw.

SKILL.md
README.md
__init__.py
example.py
retrieve.py
tac2017_skill.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/tac2017

Compare with similar skills

Tac2017 Adr 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.

Tac2017 Adr compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Tac2017 Adr this skillQSong-github/DrugClaw	116	1 repos	~779	Automated safety check: Pass	None	1 mo ago
PR Design DocOpenHands/OpenHands	90k	—	~2.4k	Automated safety check: Pass	MIT	today
Cto AdvisorIbrahim-3d/orchestrator-supaconductor	380	4 repos	~2.4k	Automated safety check: Pass	MIT	10 days ago
Improve Codebase Architectureywwynm/EverythingDone	144	15 repos	~1.3k	Automated safety check: Pass	GPL-3.0	24 days ago
Domain Modelingbrim-borium/spotify_sdk	166	5 repos	~806	Automated safety check: Pass	Apache-2.0	yesterday
Design Doc MermaidSpillwaveSolutions/design-doc-mermaid	175	1 repos	~5.6k	Automated safety check: Pass	None	1 mo ago

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Questions about Tac2017 Adr

What does Tac2017 Adr do?

Query TAC 2017 ADR annotated drug labels for adverse drug reactions. Tac2017 Adr is an agent skill from QSong-github/DrugClaw. Query TAC 2017 ADR annotated drug labels for adverse drug reactions.

When should I use Tac2017 Adr?

Tac2017 Adr fits situations like: the user asks about ADRs extracted from FDA drug labels; medDRA-normalized adverse reactions; wants to look up a drug name; medDRA code in the TAC 2017 ADR corpus.

How do I install Tac2017 Adr in Claude Code?

Run `npx skills add QSong-github/DrugClaw --skill tac2017-adr -a claude-code`. Or copy the skill folder (skills/drug_nlp/tac2017 in QSong-github/DrugClaw) into .claude/skills/tac2017-adr in your project. Claude Code loads it when a task matches its description.

How do I install Tac2017 Adr in Codex?

Run `npx skills add QSong-github/DrugClaw --skill tac2017-adr -a codex`. Or copy the skill folder (skills/drug_nlp/tac2017 in QSong-github/DrugClaw) into .agents/skills/tac2017-adr in your project. Codex loads it when a task matches its description.

Can I use Tac2017 Adr 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 tac2017-adr -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tac2017-adr, .gemini/skills/tac2017-adr, .github/skills/tac2017-adr and .opencode/skills/tac2017-adr in your project.

What does Tac2017 Adr need to run?

Going by SKILL.md and its folder, Tac2017 Adr needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Tac2017 Adr access the network?

SKILL.md names 1 domain. As links in the text: bionlp.nlm.nih.gov. This is read from the text; nothing was executed.

Is Tac2017 Adr 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 Tac2017 Adr use?

No licence was found for Tac2017 Adr or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Tac2017 Adr use?

About 779 tokens (SKILL.md is roughly 3.1k 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 Tac2017 Adr?

Skills that share tags, products or a category with Tac2017 Adr: PR Design Doc (OpenHands/OpenHands, 90k stars), Cto Advisor (Ibrahim-3d/orchestrator-supaconductor, 380 stars), Improve Codebase Architecture (ywwynm/EverythingDone, 144 stars) and Domain Modeling (brim-borium/spotify_sdk, 166 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tac2017 Adr?

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.

Tac2017 Adr

Install Tac2017 Adr

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

PR Design Doc

Cto Advisor

Improve Codebase Architecture

Domain Modeling

Design Doc Mermaid

Learning Opportunities

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Questions about Tac2017 Adr

Install Tac2017 Adr

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 Tac2017 Adr