Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates.
Install Radiology Systematic Review
$ npx skills add huang-sir1/radiology-skills --skill radiology-systematic-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-systematic-review --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-systematic-review .claude/skills/radiology-systematic-review && 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-systematic-review" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-systematic-review into .claude/skills/radiology-systematic-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-systematic-review", 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-systematic-reviewType 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-systematic-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-systematic-review --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-systematic-review .agents/skills/radiology-systematic-review && 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-systematic-review" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-systematic-review into .agents/skills/radiology-systematic-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-systematic-review", 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-systematic-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-systematic-review --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-systematic-review .cursor/skills/radiology-systematic-review && 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-systematic-review" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-systematic-review into .cursor/skills/radiology-systematic-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-systematic-review", 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-systematic-review--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-systematic-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-systematic-review --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-systematic-review .gemini/skills/radiology-systematic-review && 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-systematic-review" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-systematic-review into .gemini/skills/radiology-systematic-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-systematic-review", 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-systematic-reviewInstalls 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-systematic-review -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-systematic-review .github/skills/radiology-systematic-review && 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-systematic-review" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-systematic-review into .github/skills/radiology-systematic-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-systematic-review", 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-systematic-review -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-systematic-review --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-systematic-review .opencode/skills/radiology-systematic-review && 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-systematic-review" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-systematic-review into .opencode/skills/radiology-systematic-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-systematic-review", 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-systematic-review- GitHub stars
- 1.9k
- Token cost
- ~4.3k tokens
- SKILL.md length
- 1,937 words
- Files
- 9 (incl. scripts, references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates.
- Works in 9 steps: review objective, intended audience/use,… → route and question framework: PICO,… → protocol version/date, registration… → …
- Tasks that involve Literature review
- SKILL.md covers Core stance, Choose the entry mode, Required route selection and Minimal intake, plus 4 more sections
- Runs PowerShell scripts from its folder
What it does
Radiology Systematic Review is an agent skill from huang-sir1/radiology-skills. Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates.
Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/evidence-synthesis-routing.md` and `references/review-methods-and-quality-gates.md`).
It sits in Research & Science, covering Literature review and Design review and critique.
When your agent uses it
- Tasks that involve Literature review
- Tasks that involve Design review and critique
Example prompts
- “/radiology-systematic-review”
Requirements
- PowerShell
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- review objective, intended audience/use, scope and preliminary claim;
- route and question framework: PICO, PIRD, PECO/PICOS, CHARMS-like prediction domains, or a
- protocol version/date, registration platform/identifier/status and amendments;
- databases/platforms, coverage dates, complete strategies, last-search date and grey-literature
- eligibility, outcomes/estimands, time horizons, effect measure, report/study unit and language/
- screening, conflict resolution, exclusion reasons, PRISMA counts and any automation/priority
- extraction form, reviewer structure, linked reports/overlapping cohorts and usable effect rows;
- risk-of-bias/applicability tool/version, judgments and evidence anchors;
- synthesis outputs/code, independent unit, dependence structure, model, heterogeneity,
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/ (PowerShell), 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 Systematic Review loads about 4.3k tokens when it runs, and up to ~10k if it reads all its reference files. Until then it costs about 33 tokens; SKILL.md has 1,937 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 1,937 words (~4,344 tokens).
“Use this skill to turn a review question into an auditable evidence-synthesis project, or to test whether an existing review can support its conclusion. It is an independent scientific entry point and a cross-cutting mentor/reviewer module. It does not require…”
- name
- radiology-systematic-review
Files
SKILL.md and 8 other files (scripts, references) in radiology-skills/skills/radiology-systematic-review of huang-sir1/radiology-skills.
- SKILL.md
- agents/openai.yaml
- references/evidence-synthesis-routing.md
- references/review-methods-and-quality-gates.md
- scripts/validate_systematic_review_skill.ps1
- templates/data-extraction-and-synthesis-matrix.md
- templates/risk-of-bias-applicability-matrix.md
- templates/systematic-review-protocol.md
- tests/routing-cases.json
Open the folder on GitHubat commit aaa0fe6
Compare with similar skills
Radiology Systematic Review 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 Systematic Review this skillhuang-sir1/radiology-skills | 1.9k | — | ~4.3k | Automated safety check: Pass | Custom licence | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Preprint Search on bioRxivLigphiDonk/Oh-my--paper | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence |
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Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Deep Research Workflow
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Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
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Related
Categories
Questions about Radiology Systematic Review
What does Radiology Systematic Review do?
Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates. Radiology Systematic Review is an agent skill from huang-sir1/radiology-skills. Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates.
When should I use Radiology Systematic Review?
Radiology Systematic Review fits situations like: tasks that involve Literature review; tasks that involve Design review and critique.
How do I install Radiology Systematic Review in Claude Code?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-systematic-review -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-systematic-review in huang-sir1/radiology-skills) into .claude/skills/radiology-systematic-review in your project. Claude Code loads it when a task matches its description.
How do I install Radiology Systematic Review in Codex?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-systematic-review -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-systematic-review in huang-sir1/radiology-skills) into .agents/skills/radiology-systematic-review in your project. Codex loads it when a task matches its description.
Can I use Radiology Systematic Review 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-systematic-review -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-systematic-review, .gemini/skills/radiology-systematic-review, .github/skills/radiology-systematic-review and .opencode/skills/radiology-systematic-review in your project.
What does Radiology Systematic Review need to run?
Going by SKILL.md and its folder, Radiology Systematic Review needs PowerShell for the scripts in its folder. Our summary lists: PowerShell.
Does Radiology Systematic Review 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 Systematic Review 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 Systematic Review use?
Radiology Systematic Review 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 Systematic Review use?
About 4.3k tokens (SKILL.md is roughly 17k 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 6.1k tokens, read only when the agent opens those files.
What are the alternatives to Radiology Systematic Review?
Skills that share tags, products or a category with Radiology Systematic Review: Nature Paper Card (Yuan1z0825/nature-skills, 47k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars) and Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Radiology Systematic Review?
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.