Tooluniverse Gwas Drug Discovery
wu-yc/LabClaw
Transform GWAS signals into actionable drug targets and repurposing opportunities.
Query the Open Targets Platform for drug-target-disease associations.
Install Open Targets Platform
$ npx skills add QSong-github/DrugClaw --skill open-targets-platform -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install QSong-github/DrugClaw open-targets-platform --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/dti/open_targets .claude/skills/open-targets-platform && 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 "open-targets-platform" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/dti/open_targets into .claude/skills/open-targets-platform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-targets-platform", 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/dti/open_targetsType 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 open-targets-platform -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install QSong-github/DrugClaw open-targets-platform --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/dti/open_targets .agents/skills/open-targets-platform && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "open-targets-platform" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/dti/open_targets into .agents/skills/open-targets-platform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-targets-platform", 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 open-targets-platform -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install QSong-github/DrugClaw open-targets-platform --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/dti/open_targets .cursor/skills/open-targets-platform && 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 "open-targets-platform" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/dti/open_targets into .cursor/skills/open-targets-platform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-targets-platform", 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/dti/open_targets--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 open-targets-platform -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install QSong-github/DrugClaw open-targets-platform --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/dti/open_targets .gemini/skills/open-targets-platform && 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 "open-targets-platform" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/dti/open_targets into .gemini/skills/open-targets-platform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-targets-platform", 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 open-targets-platformInstalls 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 open-targets-platform -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/dti/open_targets .github/skills/open-targets-platform && 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 "open-targets-platform" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/dti/open_targets into .github/skills/open-targets-platform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-targets-platform", 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 open-targets-platform -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 open-targets-platform --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/dti/open_targets .opencode/skills/open-targets-platform && 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 "open-targets-platform" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/dti/open_targets into .opencode/skills/open-targets-platform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-targets-platform", 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
open-targets-platform- GitHub stars
- 116
- Used in
- 1 other repo
- Token cost
- ~601 tokens
- SKILL.md length
- 129 words
- Files
- 6
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- None found
At a glance
Query the Open Targets Platform for drug-target-disease associations.
- The user asks about drug targets
- SKILL.md covers Entity Auto-Detection, API, Return Format and Usage, plus 1 more section
- Runs Python scripts from its folder; reaches api.platform.opentargets.org
- Gene-disease associations
What it does
Open Targets Platform is an agent skill from QSong-github/DrugClaw. Query the Open Targets Platform for drug-target-disease associations. Use whenever the user asks about drug targets, gene-disease associations, drug indications, clinical trial phases, or wants to look up any entity (Ensembl gene ID, ChEMBL drug ID, or free-text gene/drug name) in Open Targets. Also trigger when the user mentions Open Targets, ENSG IDs, CHEMBL IDs, or asks about target prioritization for diseases.
Its SKILL.md is about 600 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 Product & Project Management, covering Clinical and healthcare research and Prioritization frameworks. It works with Ensembl and GraphQL. 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 targets
- Gene-disease associations
- Drug indications
- Clinical trial phases
Example prompts
- “/open-targets-platform”
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
Hosts in commands or code, which the agent is likely to contact:
api.platform.opentargets.org
Also links to:
platform.opentargets.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
Open Targets Platform loads about 601 tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 129 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 129 words (~601 tokens).
“Query the Open Targets GraphQL API for drug, target, and disease association data. No API key required.”
- name
- open-targets-platform
Files
SKILL.md and 5 other files in skills/dti/open_targets of QSong-github/DrugClaw.
- SKILL.md
- README.md
- __init__.py
- example.py
- open_targets_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
Open Targets Platform 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 |
|---|---|---|---|---|---|---|
| Open Targets Platform this skillQSong-github/DrugClaw | 116 | 1 repos | ~601 | Automated safety check: Pass | None | |
| Tooluniverse Gwas Drug Discoverywu-yc/LabClaw | 1.1k | 2 repos | ~4.7k | Automated safety check: Pass | None | |
| Tooluniverse Drug Target Validationwu-yc/LabClaw | 1.1k | 2 repos | ~9.9k | Automated safety check: Pass | None | |
| Research Ops Skillsalirezarezvani/claude-skills | 28k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Bio Causal Genomics Effector Gene PrioritizationGPTomics/bioSkills | 1.2k | 2 repos | ~10k | Automated safety check: Pass | MIT | |
| Database Lookupmajiayu000/claude-skill-registry | 666 | 1 repos | ~7k | Automated safety check: Notes | MIT |
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Related
Questions about Open Targets Platform
What does Open Targets Platform do?
Query the Open Targets Platform for drug-target-disease associations. Open Targets Platform is an agent skill from QSong-github/DrugClaw. Query the Open Targets Platform for drug-target-disease associations.
When should I use Open Targets Platform?
Open Targets Platform fits situations like: the user asks about drug targets; gene-disease associations; drug indications; clinical trial phases.
How do I install Open Targets Platform in Claude Code?
Run `npx skills add QSong-github/DrugClaw --skill open-targets-platform -a claude-code`. Or copy the skill folder (skills/dti/open_targets in QSong-github/DrugClaw) into .claude/skills/open-targets-platform in your project. Claude Code loads it when a task matches its description.
How do I install Open Targets Platform in Codex?
Run `npx skills add QSong-github/DrugClaw --skill open-targets-platform -a codex`. Or copy the skill folder (skills/dti/open_targets in QSong-github/DrugClaw) into .agents/skills/open-targets-platform in your project. Codex loads it when a task matches its description.
Can I use Open Targets Platform 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 open-targets-platform -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/open-targets-platform, .gemini/skills/open-targets-platform, .github/skills/open-targets-platform and .opencode/skills/open-targets-platform in your project.
What does Open Targets Platform need to run?
Going by SKILL.md and its folder, Open Targets Platform needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Open Targets Platform access the network?
SKILL.md names 3 domains. In commands or code: api.platform.opentargets.org; the agent is likely to contact it when it follows the instructions. As links in the text: platform.opentargets.org and doi.org. This is read from the text; nothing was executed.
Is Open Targets Platform 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 Open Targets Platform use?
No licence was found for Open Targets Platform or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Open Targets Platform use?
About 601 tokens (SKILL.md is roughly 2.4k 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 Open Targets Platform?
Skills that share tags, products or a category with Open Targets Platform: Tooluniverse Gwas Drug Discovery (wu-yc/LabClaw, 1.1k stars), Tooluniverse Drug Target Validation (wu-yc/LabClaw, 1.1k stars), Research Ops Skills (alirezarezvani/claude-skills, 28k stars) and Bio Causal Genomics Effector Gene Prioritization (GPTomics/bioSkills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Open Targets Platform?
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.