Clinical Trials Database
google-deepmind/science-skills
Query ClinicalTrials.gov via APIv2. An agent skill from google-deepmind/science-skills.
Plan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval.
Install Radiology Data
$ npx skills add huang-sir1/radiology-skills --skill radiology-data -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-data --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/huang-sir1/radiology-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/radiology-skills/skills/radiology-data .claude/skills/radiology-data && 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 "radiology-data" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-data into .claude/skills/radiology-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-data", 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/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-dataType 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 huang-sir1/radiology-skills --skill radiology-data -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-data --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huang-sir1/radiology-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/radiology-skills/skills/radiology-data .agents/skills/radiology-data && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "radiology-data" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-data into .agents/skills/radiology-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-data", 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 huang-sir1/radiology-skills --skill radiology-data -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-data --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huang-sir1/radiology-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/radiology-skills/skills/radiology-data .cursor/skills/radiology-data && 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 "radiology-data" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-data into .cursor/skills/radiology-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-data", 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/huang-sir1/radiology-skills.git --path radiology-skills/skills/radiology-data--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 huang-sir1/radiology-skills --skill radiology-data -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-data --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huang-sir1/radiology-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/radiology-skills/skills/radiology-data .gemini/skills/radiology-data && 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 "radiology-data" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-data into .gemini/skills/radiology-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-data", 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 huang-sir1/radiology-skills radiology-dataInstalls 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 huang-sir1/radiology-skills --skill radiology-data -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/huang-sir1/radiology-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/radiology-skills/skills/radiology-data .github/skills/radiology-data && 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 "radiology-data" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-data into .github/skills/radiology-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-data", 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 huang-sir1/radiology-skills --skill radiology-data -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-data --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huang-sir1/radiology-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/radiology-skills/skills/radiology-data .opencode/skills/radiology-data && 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 "radiology-data" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-data into .opencode/skills/radiology-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-data", 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
radiology-data- GitHub stars
- 1.9k
- Token cost
- ~2.2k tokens
- SKILL.md length
- 846 words
- Files
- 14 (incl. references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Plan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval.
- Works in 9 steps: Freeze the applicable policy passport… → Inventory result-supporting data:… → For lifecycle planning, open… → …
- Tasks that involve Clinical and healthcare research
- SKILL.md covers Core stance, When to use, When to open extra files and Workflow, plus 2 more sections
- Runs Python scripts from its folder
What it does
Radiology Data is an agent skill from huang-sir1/radiology-skills. Plan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 17 other files, including reference files (for example `README.md`, `agents/openai.yaml` and `references/ai-radiogenomics-public-resources.md`).
It sits in Research & Science, covering Clinical and healthcare research.
When your agent uses it
- Tasks that involve Clinical and healthcare research
Example prompts
- “/radiology-data”
Requirements
- Python 3
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Freeze the applicable policy passport when a DMP/DMS, retention or access decision is in
- Inventory result-supporting data: imaging, radiomic feature tables, clinical data,
- For lifecycle planning, open data-lifecycle-management-plan.md; bind raw and derived
- For public-resource planning, open ai-radiogenomics-public-resources.md and mark each
- Classify each as public / depositable / restricted (privacy, consent, DUA, commercial).
- De-identify imaging (dicom-deidentification.md); freeze a closed object/payload/package
- Pick repositories (repositories.md): images → TCIA/Zenodo; features/code → Zenodo/
- Draft statements (availability-and-fair.md) with accessions/placeholders; write dataset
- Flag restrictions honestly: reason, controller, review route, conditions. For retention,
What it can do on your machine
Read from SKILL.md and the folder at commit aaa0fe6. 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
Radiology Data loads about 2.2k tokens when it runs, and up to ~16k if it reads all its reference files. Until then it costs about 32 tokens; SKILL.md has 846 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 846 words (~2,208 tokens).
“Build or audit a living data-lifecycle/DMP record, prepare submission-ready Data Availability and Code/Model Availability statements, plan DICOM de-identification, choose repositories, and check FAIR — for imaging and imaging+omics studies.”
- name
- radiology-data
Files
SKILL.md and 13 other files (references) in radiology-skills/skills/radiology-data of huang-sir1/radiology-skills.
- SKILL.md
- README.md
- agents/openai.yaml
- references/ai-radiogenomics-public-resources.md
- references/availability-and-fair.md
- references/chinese-clinical-text-abstraction.md
- references/cohort-assembly-and-id-reconciliation.md
- references/data-dictionary-spec.md
- references/data-lifecycle-management-plan.md
- references/dicom-deidentification.md
- references/outcome-and-followup-data.md
- references/repositories.md
- templates/data-lifecycle-plan.md
- tests/test_dicom_deidentification_contracts.py
Open the folder on GitHubat commit aaa0fe6
Compare with similar skills
Radiology Data 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 |
|---|---|---|---|---|---|---|
| Radiology Data this skillhuang-sir1/radiology-skills | 1.9k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Clinical Trials Databasegoogle-deepmind/science-skills | 3.2k | 2 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Biomedical Analysis Dispatchxjtulyc/MedgeClaw | 617 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Research Paperluwill/research-skills | 862 | — | ~1.9k | Automated safety check: Pass | None | |
| Research Proposalluwill/research-skills | 862 | — | ~4.5k | Automated safety check: Notes | None |
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Related
Categories
Questions about Radiology Data
What does Radiology Data do?
Plan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval. Radiology Data is an agent skill from huang-sir1/radiology-skills. Plan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval.
When should I use Radiology Data?
Radiology Data fits situations like: tasks that involve Clinical and healthcare research.
How do I install Radiology Data in Claude Code?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-data -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-data in huang-sir1/radiology-skills) into .claude/skills/radiology-data in your project. Claude Code loads it when a task matches its description.
How do I install Radiology Data in Codex?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-data -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-data in huang-sir1/radiology-skills) into .agents/skills/radiology-data in your project. Codex loads it when a task matches its description.
Can I use Radiology Data 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 huang-sir1/radiology-skills --skill radiology-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/radiology-data, .gemini/skills/radiology-data, .github/skills/radiology-data and .opencode/skills/radiology-data in your project.
What does Radiology Data need to run?
Going by SKILL.md and its folder, Radiology Data needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Radiology Data 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 Radiology Data 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 Radiology Data use?
Radiology Data has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Radiology Data use?
About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 13k tokens, read only when the agent opens those files.
What are the alternatives to Radiology Data?
Skills that share tags, products or a category with Radiology Data: Clinical Trials Database (google-deepmind/science-skills, 3.2k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Biomedical Analysis Dispatch (xjtulyc/MedgeClaw, 617 stars) and Research Paper (luwill/research-skills, 862 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Radiology Data?
huang-sir1 (a GitHub user) maintains it in huang-sir1/radiology-skills, which has 1,923 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on September 21, 2026.
Source: huang-sir1/radiology-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.