Read arXiv Paper
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
Search/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis.
Install Radiology Search
$ npx skills add huang-sir1/radiology-skills --skill radiology-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-search --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-search .claude/skills/radiology-search && 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-search" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-search into .claude/skills/radiology-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-search", 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-searchType 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-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-search --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-search .agents/skills/radiology-search && 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-search" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-search into .agents/skills/radiology-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-search", 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-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-search --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-search .cursor/skills/radiology-search && 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-search" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-search into .cursor/skills/radiology-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-search", 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-search--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-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-search --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-search .gemini/skills/radiology-search && 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-search" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-search into .gemini/skills/radiology-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-search", 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-searchInstalls 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-search -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-search .github/skills/radiology-search && 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-search" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-search into .github/skills/radiology-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-search", 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-search -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-search --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-search .opencode/skills/radiology-search && 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-search" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-search into .opencode/skills/radiology-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-search", 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-search- GitHub stars
- 1.9k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 687 words
- Files
- 11 (incl. scripts, references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Search/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis.
- Works in 9 steps: For survey-level or local-corpus work,… → Classify the need — papers vs datasets;… → Build the query — concepts (translate… → …
- Research & Science work in your project
- SKILL.md covers Core stance, When to use, When to open extra files and Workflow, plus 3 more sections
- Runs Python scripts from its folder; needs NCBI_API_KEY
What it does
Radiology Search is an agent skill from huang-sir1/radiology-skills. Search/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis. CN: 文献检索、公共数据集
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including scripts and reference files (for example `README.md`, `agents/openai.yaml` and `references/dataset-sources.md`).
It sits in Research & Science. It works with arXiv.
When your agent uses it
- Research & Science work in your project
Example prompts
- “/radiology-search”
Requirements
- Python 3
- A credential in NCBI_API_KEY
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- For survey-level or local-corpus work, open literature-survey-workflow.md and choose
- Classify the need — papers vs datasets; quick lookup vs systematic recall.
- Build the query — concepts (translate Chinese → English scientific terms); for PubMed
- Search the right sources (source-tiers.md), per-source limits; for data use
- Merge & dedup across sources by identifier/title.
- Verify key identifiers; flag unresolved.
- For ongoing corpora or full-text acquisition, open living-literature-and-acquisition.md;
- For an executed retrieval, open retrieval-run-receipt.md; bind the exact query and
- Return a ranked, deduplicated candidate list (+ a logged strategy for systematic
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 1 file in scripts/ (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 these keys or tokens, usually read from environment variables:
NCBI_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Radiology Search loads about 1.6k tokens when it runs, and up to ~6.2k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 687 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); the scripts in this folder 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 687 words (~1,631 tokens).
“Find and verify imaging-research papers and datasets across the right sources, merge without double-counting, and hand clean candidates to citation/export.”
- name
- radiology-search
Files
SKILL.md and 10 other files (scripts, references) in radiology-skills/skills/radiology-search of huang-sir1/radiology-skills.
- SKILL.md
- README.md
- agents/openai.yaml
- references/dataset-sources.md
- references/literature-survey-workflow.md
- references/living-literature-and-acquisition.md
- references/retrieval-run-receipt.md
- references/source-tiers.md
- scripts/validate_retrieval_run_receipt.py
- templates/retrieval-run-receipt.template.json
- tests/test_retrieval_run_receipt.py
Open the folder on GitHubat commit aaa0fe6
Compare with similar skills
Radiology Search 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 Search this skillhuang-sir1/radiology-skills | 1.9k | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Read arXiv Paperkarpathy/nanochat | 59k | 1 repos | ~494 | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT |
Similar skills
Literature Review
neflibata-feng/MyArxiv-Agent
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Openalex Database
neflibata-feng/MyArxiv-Agent
Query and analyze scholarly literature using the OpenAlex database.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Citation Management
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
Citation Management
neflibata-feng/MyArxiv-Agent
Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent.
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Radiology Consensus Guideline
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Related
Works with
Categories
Questions about Radiology Search
What does Radiology Search do?
Search/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis. Radiology Search is an agent skill from huang-sir1/radiology-skills. Search/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis.
When should I use Radiology Search?
Radiology Search fits situations like: research & Science work in your project.
How do I install Radiology Search in Claude Code?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-search -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-search in huang-sir1/radiology-skills) into .claude/skills/radiology-search in your project. Claude Code loads it when a task matches its description.
How do I install Radiology Search in Codex?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-search -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-search in huang-sir1/radiology-skills) into .agents/skills/radiology-search in your project. Codex loads it when a task matches its description.
Can I use Radiology Search 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-search -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-search, .gemini/skills/radiology-search, .github/skills/radiology-search and .opencode/skills/radiology-search in your project.
What does Radiology Search need to run?
Going by SKILL.md and its folder, Radiology Search needs Python for the scripts in its folder and credentials named NCBI_API_KEY. Our summary lists: Python 3; A credential in NCBI_API_KEY.
Does Radiology Search 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 Search 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Radiology Search use?
Radiology Search 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 Search use?
About 1.6k tokens (SKILL.md is roughly 6.5k 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 4.5k tokens, read only when the agent opens those files.
What are the alternatives to Radiology Search?
Skills that share tags, products or a category with Radiology Search: Read arXiv Paper (karpathy/nanochat, 59k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Openalex Database (neflibata-feng/MyArxiv-Agent, 126 stars) and Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Radiology Search?
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.