Radiology Translation

What it does

When your agent uses it

• Tasks that involve Translation

Example prompts

• “/radiology-translation”

Requirements

• PowerShell

Workflow steps

12 steps, taken from the first numbered list in SKILL.md.

1. 1Accept or create the clinical-domain lock. When disease-specific context matters, receive
2. 2Freeze the seven-axis state (evidence-state-and-translation-lifecycle.md) and the exact
3. 3Define the use scenario (use-scenario.md) — where in the pathway, who acts on the output,
4. 4Set the threshold-to-action map (threshold-to-action.md) — operating point(s), the action
5. 5Select the clinical-impact design (clinical-impact-study-design.md). Do not use a controlled
6. 6Design the reader study (reader-study.md) when reader performance is the estimand — MRMC or
7. 7Map human factors and implementation (human-factors-and-implementation.md): user roles,
8. 8For implementation evaluation/scale, open implementation-science-and-scale-up.md; select
9. 9For regulatory/deployment framing, open regulatory-and-deployment-readiness.md and
10. 10Plan prospective/real-world validation (prospective-deployment.md) — temporal/prospective/
11. 11For a real local integration or active release, run
12. 12Bound the claim — state exactly what level of evidence supports what level of claim;

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, 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 Translation loads about 3.2k tokens when it runs, and up to ~19k if it reads all its reference files. Until then it costs about 29 tokens; SKILL.md has 1,206 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~29

When it runs · the whole SKILL.md, loaded when a task matches

~3.2k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~19k

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

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 1,206 words (~3,202 tokens).

name

radiology-translation

Read the full SKILL.md on GitHub

Files

SKILL.md and 19 other files (scripts, references) in radiology-skills/skills/radiology-translation of huang-sir1/radiology-skills.

• SKILL.md
• README.md
• agents/openai.yaml
• references/clinical-impact-study-design.md
• references/deployment-interoperability-and-site-acceptance.md
• references/evidence-state-and-translation-lifecycle.md
• references/human-factors-and-implementation.md
• references/implementation-science-and-scale-up.md
• references/production-monitoring-and-change-control.md
• references/prospective-deployment.md
• references/reader-study.md
• references/regulatory-and-deployment-readiness.md
• references/source-registry.md
• references/threshold-to-action.md
• references/use-scenario.md
• scripts/validate_translation_skill.ps1
• templates/clinical-translation-state-card.md
• … and 3 more

Open the folder on GitHubat commit aaa0fe6