Claims
ruvnet/ruflo
Claims-based authorization for agents and operations. An agent skill from ruvnet/ruflo.
Polish existing research prose while preserving facts and claims; not drafting or scientific repair.
Custom licenceAuto-check passed
Install Radiology Polishing
$ npx skills add huang-sir1/radiology-skills --skill radiology-polishing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-polishing --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-polishing .claude/skills/radiology-polishing && 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-polishing" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-polishing into .claude/skills/radiology-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-polishing", 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-polishingType 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-polishing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-polishing --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-polishing .agents/skills/radiology-polishing && 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-polishing" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-polishing into .agents/skills/radiology-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-polishing", 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-polishing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-polishing --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-polishing .cursor/skills/radiology-polishing && 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-polishing" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-polishing into .cursor/skills/radiology-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-polishing", 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-polishing--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-polishing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huang-sir1/radiology-skills radiology-polishing --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-polishing .gemini/skills/radiology-polishing && 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-polishing" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-polishing into .gemini/skills/radiology-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-polishing", 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-polishingInstalls 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-polishing -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-polishing .github/skills/radiology-polishing && 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-polishing" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-polishing into .github/skills/radiology-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-polishing", 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-polishing -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-polishing --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-polishing .opencode/skills/radiology-polishing && 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-polishing" agent skill from https://github.com/huang-sir1/radiology-skills/tree/main/radiology-skills/skills/radiology-polishing into .opencode/skills/radiology-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "radiology-polishing", 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-polishing- GitHub stars
- 1.9k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 596 words
- Files
- 7 (incl. references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Polish existing research prose while preserving facts and claims; not drafting or scientific repair.
- Works in 9 steps: Confirm the target venue. Use the… → For venue-specific voice, open… → If the project has an author style… → …
- SKILL.md covers Core stance, When to use, When to open extra files and Workflow, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Radiology Polishing is an agent skill from huang-sir1/radiology-skills. Polish existing research prose while preserving facts and claims; not drafting or scientific repair.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `README.md`, `agents/openai.yaml` and `references/radiology-house-style.md`).
Example prompts
- “/radiology-polishing”
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Confirm the target venue. Use the Radiology route only when it is selected or the manuscript
- For venue-specific voice, open venue-voice-and-house-style.md and apply the target
- If the project has an author style profile, read
- Identify the section (sets tense and expectations).
- Pass 1 — clarity: split long sentences, cut filler, fix vague verbs, ensure each
- Pass 2 — statistics & numbers: enforce estimate + CI, exact p, decimal/unit format,
- Pass 3 — house style: apply the selected venue's spelling, abbreviations, terminology and
- Pass 4 — guardrails: flag overclaiming, causal language unsupported by design,
- Return clean prose + a concise change log; list any flags the author must resolve.
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
No scripts in the folder and no shell commands in SKILL.md.
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 Polishing loads about 1.3k tokens when it runs, and up to ~5.4k if it reads all its reference files. Until then it costs about 30 tokens; SKILL.md has 596 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); files beside SKILL.md 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 596 words (~1,297 tokens).
“Use this skill to take existing imaging, omics, pathology, perturbation or imaging–mechanism prose and make it precise, concise, correctly formatted and evidence-bounded in the selected venue's voice. The Radiology route is one venue route, not the default for standalone mechanism…”
- name
- radiology-polishing
Files
SKILL.md and 6 other files (references) in radiology-skills/skills/radiology-polishing of huang-sir1/radiology-skills.
- SKILL.md
- README.md
- agents/openai.yaml
- references/radiology-house-style.md
- references/stat-reporting.md
- references/style-guardrails.md
- references/venue-voice-and-house-style.md
Open the folder on GitHubat commit aaa0fe6
Compare with similar skills
Radiology Polishing 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 Polishing this skillhuang-sir1/radiology-skills | 1.9k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Claimsruvnet/ruflo | 74k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Fact Checkgarrytan/gbrain | 31k | — | ~5.2k | Automated safety check: Pass | MIT | |
| Nature-Style Academic PolishingYuan1z0825/nature-skills | 47k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Fact Check X Completesickn33/agentic-awesome-skills | 47k | 1 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| JavaScript Concept Fact Checkerleonardomso/33-js-concepts | 67k | 1 repos | ~5k | Automated safety check: Pass | MIT |
Similar skills
Fact Check
garrytan/gbrain
Systematic claim-by-claim verification for any content before it ships.
Nature-Style Academic Polishing
Yuan1z0825/nature-skills
Polishes, translates or tightens existing academic prose and fixes manuscript LaTeX layout while keeping facts, terminology and evidence boundaries intact.
Fact Check X Complete
sickn33/agentic-awesome-skills
Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime.
JavaScript Concept Fact Checker
leonardomso/33-js-concepts
Verifies the technical accuracy of JavaScript concept pages by checking code examples, MDN and ECMAScript claims and external links through a five-phase method.
Fact Check X Unified
sickn33/agentic-awesome-skills
Fact-Check-X 流程编排能力，依次组织各方答案汇总、各方答案聚合（未核验）、权威核验后的最终答案和各方答案测评，生成可打开、可审计、可迁移的阶段产物与完整报告包。
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Questions about Radiology Polishing
What does Radiology Polishing do?
Polish existing research prose while preserving facts and claims; not drafting or scientific repair. Radiology Polishing is an agent skill from huang-sir1/radiology-skills. Polish existing research prose while preserving facts and claims; not drafting or scientific repair.
How do I install Radiology Polishing in Claude Code?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-polishing -a claude-code`. Or copy the skill folder (radiology-skills/skills/radiology-polishing in huang-sir1/radiology-skills) into .claude/skills/radiology-polishing in your project. Claude Code loads it when a task matches its description.
How do I install Radiology Polishing in Codex?
Run `npx skills add huang-sir1/radiology-skills --skill radiology-polishing -a codex`. Or copy the skill folder (radiology-skills/skills/radiology-polishing in huang-sir1/radiology-skills) into .agents/skills/radiology-polishing in your project. Codex loads it when a task matches its description.
Can I use Radiology Polishing 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-polishing -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-polishing, .gemini/skills/radiology-polishing, .github/skills/radiology-polishing and .opencode/skills/radiology-polishing in your project.
What does Radiology Polishing need to run?
SKILL.md names no scripts, command-line tools or credentials: Radiology Polishing is instructions for the agent only.
Does Radiology Polishing 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 Polishing 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. Review the folder before installing.
What licence does Radiology Polishing use?
Radiology Polishing 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 Polishing use?
About 1.3k tokens (SKILL.md is roughly 5.2k 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 4.1k tokens, read only when the agent opens those files.
What are the alternatives to Radiology Polishing?
Skills that share tags, products or a category with Radiology Polishing: Claims (ruvnet/ruflo, 74k stars), Fact Check (garrytan/gbrain, 31k stars), Nature-Style Academic Polishing (Yuan1z0825/nature-skills, 47k stars) and Fact Check X Complete (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Radiology Polishing?
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.