Report
microsoft/data-formulator
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded…
Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics.
Custom licenceAuto-check passed
Install Radiology Reporting
$ npx skills add huang-sir1/radiology-skills --skill radiology-reporting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-reporting --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-reporting .claude/skills/radiology-reporting && 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-reporting" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-reporting into .claude/skills/radiology-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-reporting", 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-reportingType 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-reporting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-reporting --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-reporting .agents/skills/radiology-reporting && 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-reporting" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-reporting into .agents/skills/radiology-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-reporting", 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-reporting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-reporting --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-reporting .cursor/skills/radiology-reporting && 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-reporting" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-reporting into .cursor/skills/radiology-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-reporting", 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-reporting--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-reporting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-reporting --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-reporting .gemini/skills/radiology-reporting && 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-reporting" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-reporting into .gemini/skills/radiology-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-reporting", 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-reportingInstalls 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-reporting -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-reporting .github/skills/radiology-reporting && 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-reporting" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-reporting into .github/skills/radiology-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-reporting", 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-reporting -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-reporting --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-reporting .opencode/skills/radiology-reporting && 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-reporting" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-reporting into .opencode/skills/radiology-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-reporting", 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-reporting- GitHub stars
- 1.9k
- Token cost
- ~3.6k tokens
- SKILL.md length
- 1,568 words
- Files
- 18 (incl. scripts, references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics.
- Works in 7 steps: Classify the study. Determine task… → Select and verify guideline(s) from the… → Load the relevant reference file(s) and… → …
- SKILL.md covers Core stance, When to use, Routing — pick the… and When to open extra files, plus 5 more sections
- Runs PowerShell scripts from its folder
What it does
Radiology Reporting is an agent skill from huang-sir1/radiology-skills. Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 21 other files, including scripts and reference files (for example `README.md`, `agents/openai.yaml` and `references/claim-2024.md`).
Example prompts
- “/radiology-reporting”
Requirements
- PowerShell
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Classify the study. Determine task (classification / detection / segmentation /
- Select and verify guideline(s) from the routing table. State the official source,
- Load the relevant reference file(s) and audit every item. For each item record
- Prioritise fixes. Group into Blocker (will trigger major revision / desk reject),
- Cross-check integrity hot-spots (see below) — the items reviewers weaponise most.
- If the target is a Nature-portfolio venue, also complete the Reporting Summary /
- Return the filled checklist + a one-screen executive summary + the prioritised fix
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 2 files in scripts/ (PowerShell, from the files we listed), 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 Reporting loads about 3.6k tokens when it runs, and up to ~20k if it reads all its reference files. Until then it costs about 30 tokens; SKILL.md has 1,568 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 1,568 words (~3,631 tokens).
“Use this skill to make an imaging study reviewer-proof on reporting. Radiology and the RSNA family require the relevant EQUATOR checklist at submission, and imaging-AI / radiomics papers are now judged against a specific, version-sensitive stack of guidelines. This skill…”
- name
- radiology-reporting
Files
SKILL.md and 17 other files (scripts, references) in radiology-skills/skills/radiology-reporting of huang-sir1/radiology-skills.
- SKILL.md
- README.md
- agents/openai.yaml
- references/claim-2024.md
- references/clear-metrics-rqs.md
- references/guideline-consensus-qualitative-economic-implementation.md
- references/guideline-router.md
- references/guideline-versions.md
- references/ibsi-features.md
- references/nature-reporting-summary.md
- references/prisma-general-scoping.md
- references/radiology-submission-map.md
- references/stard-prisma-quadas.md
- references/tripod-ai-probast.md
- scripts/validate_prisma_routes.ps1
- scripts/validate_quadas_currency.ps1
- tests/prisma-routing-cases.json
- … and 1 more
Open the folder on GitHubat commit aaa0fe6
Compare with similar skills
Radiology Reporting 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 Reporting this skillhuang-sir1/radiology-skills | 1.9k | — | ~3.6k | Automated safety check: Pass | Custom licence | |
| Reportmicrosoft/data-formulator | 18k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Image Manipulation Image Magickgithub/awesome-copilot | 40k | 1 repos | ~1.7k | Automated safety check: Notes | MIT | |
| SageMaker Serving Image Selectionhuggingface/skills | 11k | 1 repos | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| AI Image Generation and Editingzhayujie/CowAgent | 47k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Clinical Reportsdavila7/claude-code-templates | 33k | 11 repos | ~9.9k | Automated safety check: Notes | MIT |
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- Official
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- Official
SageMaker Serving Image Selection
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Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones.
AI Image Generation and Editing
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Generates or edits images from text prompts through a Python script that picks an image backend based on which API keys are configured.
Clinical Reports
davila7/claude-code-templates
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation…
Report
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Generate test report. An agent skill from alirezarezvani/claude-skills.
More from huang-sir1/radiology-skills
All 39 skills in this repoRadiology Table
huang-sir1/radiology-skills
Create/audit editable publication tables with source reconciliation; not figures or statistical inference.
Radiology Acquisition Qc
huang-sir1/radiology-skills
Audit imaging acquisition, reconstruction, series eligibility, quantitative transforms and protocol drift; not model training.
Radiology Bibliometrics
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Build reproducible radiology bibliometrics with corpus identity, disambiguation and sensitivity; not reviews.
Radiology Clinical Domain
huang-sir1/radiology-skills
Set disease pathways, endpoints, reference standards and treatment timelines; not patient care.
Radiology Consensus Guideline
huang-sir1/radiology-skills
Design/audit consensus and evidence-to-recommendation products; not review synthesis or endorsement.
Radiology Dissemination
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Create traceable posters, conference abstracts, summaries and media; not papers, decks or figures.
Questions about Radiology Reporting
What does Radiology Reporting do?
Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics. Radiology Reporting is an agent skill from huang-sir1/radiology-skills. Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics.
How do I install Radiology Reporting in Claude Code?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-reporting -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-reporting in huang-sir1/radiology-skills) into .claude/skills/radiology-reporting in your project. Claude Code loads it when a task matches its description.
How do I install Radiology Reporting in Codex?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-reporting -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-reporting in huang-sir1/radiology-skills) into .agents/skills/radiology-reporting in your project. Codex loads it when a task matches its description.
Can I use Radiology Reporting 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-reporting -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-reporting, .gemini/skills/radiology-reporting, .github/skills/radiology-reporting and .opencode/skills/radiology-reporting in your project.
What does Radiology Reporting need to run?
Going by SKILL.md and its folder, Radiology Reporting needs PowerShell for the scripts in its folder. Our summary lists: PowerShell.
Does Radiology Reporting 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 Reporting 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 Reporting use?
Radiology Reporting 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 Reporting use?
About 3.6k tokens (SKILL.md is roughly 15k 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 16k tokens, read only when the agent opens those files.
What are the alternatives to Radiology Reporting?
Skills that share tags, products or a category with Radiology Reporting: Report (microsoft/data-formulator, 18k stars), Image Manipulation Image Magick (github/awesome-copilot, 40k stars), SageMaker Serving Image Selection (huggingface/skills, 11k stars) and AI Image Generation and Editing (zhayujie/CowAgent, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Radiology Reporting?
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.