write-report-zeroshot Skill
Write a chest X-ray report grounded in MedImageInsight (MI2) zero-shot classifier scores. Invoke whenever drafting a CXR report when MI2 is available — get vision-grounded per-finding probabilities, then delegate the prose to write-report-simple. Published by microsoft in siim-workshop-2026.
What is write-report-zeroshot Skill?
Write a chest X-ray report grounded in MedImageInsight (MI2) zero-shot classifier scores. Invoke whenever drafting a CXR report when MI2 is available — get vision-grounded per-finding probabilities, then delegate the prose to write-report-simple. Published by microsoft in siim-workshop-2026. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Design and media
- Writing
- Design and media use cases
- Writing use cases
Technical details
- Install or run with Copy skill directory
When to use write-report-zeroshot Skill
- Use it for design and media.
- Use it for writing.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/siim-workshop-2026
- Skill file: chapters/chapter2-foundation-models/starter/.github/skills/write-report-zeroshot/SKILL.md
What it does
Write a chest X-ray report grounded in MedImageInsight (MI2) zero-shot classifier scores. Invoke whenever drafting a CXR report when MI2 is available — get vision-grounded per-finding probabilities, then delegate the prose to write-report-simple.
Skill instructions
write-report-zeroshot Two-step skill: (1) call MI2 to get per-finding probabilities for the image, then (2) hand those off to the existing write-report-simple skill to produce the actual report. The report itself never mentions MI2 — it reads as the radiologist's direct read of the image. Budget - Tool calls: 1 — exactly one mcpmedimageinsigzeroshotclassify call per image. - Output: ≤ 200 words for the full report. - Do not re-invoke skills already used in this turn. - Do not retry tool calls on success. How to use 1. Resolve the image to an absolute path. The MCP tool runs in a different working directory than the agent. If imagepath is not absolute, resolve it (e.g. via realpath) before calling the tool. If you can't resolve it, ask the user. 2. Get scores from MI2. - Read the canonical label list from references/labels.md and use those strings verbatim. - If the caller provided extralabels, append them. - Call mcpmedimageinsigzeroshotclassify with filepath = the absolute path from s
Explore related resources
Frequently asked questions
What is write-report-zeroshot?
write-report-zeroshot is a open-source AI agent skill with Copy skill directory. Write a chest X-ray report grounded in MedImageInsight (MI2) zero-shot classifier scores.
Who is write-report-zeroshot best for?
write-report-zeroshot is best for reusing agent instructions, scripts, and references, design and media workflows, writing workflows.
How do I install write-report-zeroshot?
Install or run write-report-zeroshot using Copy skill directory. Check write-report-zeroshot for the latest setup command.
Is write-report-zeroshot actively maintained?
write-report-zeroshot may need a closer maintenance check before production use.
Auto-fetched from GitHub.
