Image Manipulation Image Magick
github/awesome-copilot
Process and manipulate images using ImageMagick. An agent skill from github/awesome-copilot.
Create/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks.
Custom licenceAuto-check passed
Install Radiology Figure
$ npx skills add huang-sir1/radiology-skills --skill radiology-figure -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-figure --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-figure .claude/skills/radiology-figure && 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-figure" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-figure into .claude/skills/radiology-figure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-figure", 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-figureType 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-figure -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-figure --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-figure .agents/skills/radiology-figure && 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-figure" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-figure into .agents/skills/radiology-figure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-figure", 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-figure -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-figure --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-figure .cursor/skills/radiology-figure && 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-figure" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-figure into .cursor/skills/radiology-figure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-figure", 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-figure--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-figure -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-figure --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-figure .gemini/skills/radiology-figure && 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-figure" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-figure into .gemini/skills/radiology-figure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-figure", 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-figureInstalls 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-figure -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-figure .github/skills/radiology-figure && 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-figure" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-figure into .github/skills/radiology-figure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-figure", 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-figure -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-figure --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-figure .opencode/skills/radiology-figure && 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-figure" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-figure into .opencode/skills/radiology-figure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-figure", 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-figure- GitHub stars
- 1.9k
- Token cost
- ~2.6k tokens
- SKILL.md length
- 1,157 words
- Files
- 17 (incl. scripts, references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Create/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks.
- Works in 10 steps: Confirm the target venue… → For venue-specific visual taste, open… → For full figure sets or layout-sensitive… → …
- 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
What it does
Radiology Figure is an agent skill from huang-sir1/radiology-skills. Create/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks. CN: 统计图、ROC、森林图、影像图版
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 20 other files, including scripts and reference files (for example `README.md`, `agents/openai.yaml` and `references/api.md`).
Example prompts
- “/radiology-figure”
Requirements
- Python 3
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Confirm the target venue (_Radiology_-family default, or Nature-family →
- For venue-specific visual taste, open journal-family-visual-style.md and apply the
- For full figure sets or layout-sensitive figures, open
- Pick the chart for the message (chart-types.md). Discrimination → ROC; reliability →
- Resolve the backend with backend-and-geometry-qa.md: reuse the project's existing
- Start the script with the backend theme and palette from api.md (Python) or
- Build the panel(s) with helper functions; add CI bands, n, and clear axis labels with
- For imaging panels, confirm de-identification, add windowing labels + scale bar +
- Export .svg/.pdf (editable text where possible) and a 300–600 dpi raster on an
- QA (see contract): run scripts/audit_figure_export.py on raster exports, then visually
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Radiology Figure loads about 2.6k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 1,157 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 1,157 words (~2,584 tokens).
“Use this skill to build figures that pass _Radiology_'s technical and editorial bar: correct file format and resolution, legible typography, color-blind-safe palettes, honest axes, and the specific chart types imaging-AI reviewers expect (ROC, calibration, decision-curve, forest/SROC, Kaplan-Meier, Bland-Altman), plus de-identified…”
- name
- radiology-figure
Files
SKILL.md and 16 other files (scripts, references) in radiology-skills/skills/radiology-figure of huang-sir1/radiology-skills.
- SKILL.md
- README.md
- agents/openai.yaml
- references/api.md
- references/backend-and-geometry-qa.md
- references/chart-types.md
- references/color-systems.md
- references/design-theory.md
- references/figure-intent-and-render-qa.md
- references/figure-set-consistency.md
- references/imaging-panels.md
- references/journal-family-visual-style.md
- references/nature-figure-spec.md
- references/radiology-figure-guidelines.md
- references/survival-figures.md
- scripts/audit_figure_export.py
- tests/test_audit_figure_export.py
Open the folder on GitHubat commit aaa0fe6
Compare with similar skills
Radiology Figure 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 Figure this skillhuang-sir1/radiology-skills | 1.9k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Image Manipulation Image Magickgithub/awesome-copilot | 40k | 1 repos | ~1.7k | Automated safety check: Notes | MIT | |
| AI Image Generation and Editingzhayujie/CowAgent | 47k | — | ~1.3k | Automated safety check: Pass | MIT | |
| 9Router Image Generationdecolua/9router | 31k | — | ~830 | Automated safety check: Pass | MIT | |
| Image Compressionthedaviddias/Front-End-Checklist | 74k | — | ~405 | Automated safety check: Pass | MIT | |
| Plot From ImageTrae1ounG/paper-plot-skills | 872 | 1 repos | ~868 | Automated safety check: Pass | None |
Similar skills
- Official
AI Image Generation and Editing
zhayujie/CowAgent
Generates or edits images from text prompts through a Python script that picks an image backend based on which API keys are configured.
9Router Image Generation
decolua/9router
Generates images through a 9Router gateway's image endpoint, with model discovery, the request fields and per-provider quirks for OpenAI, Gemini, MiniMax and others.
Image Compression
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing image assets, markup, and CDN or build transforms related to Compress images without quality loss.
Plot From Image
Trae1ounG/paper-plot-skills
Reproduce any academic paper figure from an uploaded image using accumulated style experience.
Figure
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Draw an animated figure (boxes, arrows, moving data) as one self-contained SVG for a GitHub README, PR, issue or blog post.
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
huang-sir1/radiology-skills
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
huang-sir1/radiology-skills
Create traceable posters, conference abstracts, summaries and media; not papers, decks or figures.
Questions about Radiology Figure
What does Radiology Figure do?
Create/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks. Radiology Figure is an agent skill from huang-sir1/radiology-skills. Create/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks.
How do I install Radiology Figure in Claude Code?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-figure -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-figure in huang-sir1/radiology-skills) into .claude/skills/radiology-figure in your project. Claude Code loads it when a task matches its description.
How do I install Radiology Figure in Codex?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-figure -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-figure in huang-sir1/radiology-skills) into .agents/skills/radiology-figure in your project. Codex loads it when a task matches its description.
Can I use Radiology Figure 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-figure -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-figure, .gemini/skills/radiology-figure, .github/skills/radiology-figure and .opencode/skills/radiology-figure in your project.
What does Radiology Figure need to run?
Going by SKILL.md and its folder, Radiology Figure needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Radiology Figure 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 Figure 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 Figure use?
Radiology Figure 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 Figure use?
About 2.6k tokens (SKILL.md is roughly 10k 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 15k tokens, read only when the agent opens those files.
What are the alternatives to Radiology Figure?
Skills that share tags, products or a category with Radiology Figure: Image Manipulation Image Magick (github/awesome-copilot, 40k stars), AI Image Generation and Editing (zhayujie/CowAgent, 47k stars), 9Router Image Generation (decolua/9router, 31k stars) and Image Compression (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Radiology Figure?
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.