Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.
$ npx skills add huang-sir1/radiology-skills --skill radiology-experiment-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-experiment-design --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-experiment-design .claude/skills/radiology-experiment-design && 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-experiment-design" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-experiment-design into .claude/skills/radiology-experiment-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-experiment-design", 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-experiment-designType 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-experiment-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-experiment-design --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-experiment-design .agents/skills/radiology-experiment-design && 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-experiment-design" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-experiment-design into .agents/skills/radiology-experiment-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-experiment-design", 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-experiment-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-experiment-design --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-experiment-design .cursor/skills/radiology-experiment-design && 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-experiment-design" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-experiment-design into .cursor/skills/radiology-experiment-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-experiment-design", 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-experiment-design--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-experiment-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-experiment-design --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-experiment-design .gemini/skills/radiology-experiment-design && 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-experiment-design" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-experiment-design into .gemini/skills/radiology-experiment-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-experiment-design", 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-experiment-designInstalls 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-experiment-design -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-experiment-design .github/skills/radiology-experiment-design && 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-experiment-design" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-experiment-design into .github/skills/radiology-experiment-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-experiment-design", 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-experiment-design -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-experiment-design --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-experiment-design .opencode/skills/radiology-experiment-design && 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-experiment-design" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-experiment-design into .opencode/skills/radiology-experiment-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-experiment-design", 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.
radiology-experiment-designDesign/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.
Radiology Experiment Design is an agent skill from huang-sir1/radiology-skills. Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 14 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/assay-control-matrix.md` and `references/mechanism-experiment-workflow.md`).
It sits in Research & Science, covering Experimental design, Operations and SOPs and Design review and critique.
9 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit aaa0fe6. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Radiology Experiment Design loads about 3.6k tokens when it runs, and up to ~9.2k if it reads all its reference files. Until then it costs about 34 tokens; SKILL.md has 1,588 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.
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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,588 words (~3,587 tokens).
“Use this skill as an independent entry point for turning an imaging-mechanism hypothesis into a feasible, falsifiable and auditable experimental programme. It can also review an existing plan or result package and teach the author how to improve it. It…”
SKILL.md and 9 other files (scripts, references) in radiology-skills/skills/radiology-experiment-design of huang-sir1/radiology-skills.
Open the folder on GitHubat commit aaa0fe6
Radiology Experiment Design 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 Experiment Design this skillhuang-sir1/radiology-skills | 1.9k | — | ~3.6k | Automated safety check: Pass | Custom licence | |
| Confounder And Bias Control Planneraipoch/medical-research-skills | 1.9k | — | ~3.9k | Automated safety check: Pass | MIT | |
| Trade Hypothesis Ideatortradermonty/claude-trading-skills | 3k | 1 repos | ~693 | Automated safety check: Pass | MIT | |
| Data Scientistmagnus919/agent-skills | 119 | — | ~4.1k | Automated safety check: Pass | MIT | |
| Consistency Checkerfranklee16/academic-research-skills | 223 | — | ~2.6k | Automated safety check: Pass | None | |
| Taipei Permit Drawing Standardsh30190/HJPLUS_Taiwan_Architect_KB | 158 | — | ~4.6k | Automated safety check: Pass | CC-BY-SA-4.0 |
aipoch/medical-research-skills
Plans confounder control, variable adjustment logic, and bias mitigation strategies at the protocol stage for clinical, epidemiologic, translational, observational, and biomarker studies.
tradermonty/claude-trading-skills
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets.
magnus919/agent-skills
A skill your agent uses for PhD-level expertise in data science, statistics, and machine learning: rigorous statistical analysis, experimental design, causal inference, advanced modeling, research…
franklee16/academic-research-skills
Systematic pre-submission consistency audit for academic manuscripts in accounting/finance.
h30190/HJPLUS_Taiwan_Architect_KB
This skill should be used when preparing, reviewing, or indexing Taipei City building permit drawing sets (A101-A7), verifying the 44-item application document checklist, setting up N-prefix…
aipoch/medical-research-skills
Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing parameters must be…
huang-sir1/radiology-skills
Create/audit editable publication tables with source reconciliation; not figures or statistical inference.
huang-sir1/radiology-skills
Audit imaging acquisition, reconstruction, series eligibility, quantitative transforms and protocol drift; not model training.
huang-sir1/radiology-skills
Build reproducible radiology bibliometrics with corpus identity, disambiguation and sensitivity; not reviews.
huang-sir1/radiology-skills
Set disease pathways, endpoints, reference standards and treatment timelines; not patient care.
huang-sir1/radiology-skills
Design/audit consensus and evidence-to-recommendation products; not review synthesis or endorsement.
huang-sir1/radiology-skills
Create traceable posters, conference abstracts, summaries and media; not papers, decks or figures.
Categories
Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution. Radiology Experiment Design is an agent skill from huang-sir1/radiology-skills. Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.
Radiology Experiment Design fits situations like: tasks that involve Experimental design; tasks that involve Operations and SOPs; tasks that involve Design review and critique.
Run `npx skills add huang-sir1/radiology-skills --skill radiology-experiment-design -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-experiment-design in huang-sir1/radiology-skills) into .claude/skills/radiology-experiment-design in your project. Claude Code loads it when a task matches its description.
Run `npx skills add huang-sir1/radiology-skills --skill radiology-experiment-design -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-experiment-design in huang-sir1/radiology-skills) into .agents/skills/radiology-experiment-design in your project. Codex loads it when a task matches its description.
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-experiment-design -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-experiment-design, .gemini/skills/radiology-experiment-design, .github/skills/radiology-experiment-design and .opencode/skills/radiology-experiment-design in your project.
Going by SKILL.md and its folder, Radiology Experiment Design needs PowerShell for the scripts in its folder. Our summary lists: PowerShell.
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.
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.
Radiology Experiment Design has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 3.6k tokens (SKILL.md is roughly 14k 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 5.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Radiology Experiment Design: Confounder And Bias Control Planner (aipoch/medical-research-skills, 1.9k stars), Trade Hypothesis Ideator (tradermonty/claude-trading-skills, 3k stars), Data Scientist (magnus919/agent-skills, 119 stars) and Consistency Checker (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.
