| name | write-report-simple |
| description | Write a structured chest X-ray report (Indication, Technique, Findings, Impression) using canonical radiologist phrasings. Invoke whenever drafting or revising a CXR report. |
| argument-hint | - findings: optional list of findings the caller already identified (e.g. from another tool)
- scores: optional classifier probabilities or confidence values per finding (e.g. from a zero-shot or adapter model in later steps)
- confidence: optional explicit hint about how certain the caller is (low / medium / high)
|
write-report-simple
Formats a CXR report (Indication, Technique, Findings, Impression) using canonical radiologist phrasing. Does not run image models or look up priors.
If the caller provides findings, scores, or confidence, use them to calibrate prose hedging and the emitted confidence value. Prefer explicit confidence > per-finding scores > tone of findings. When nothing is provided, derive everything from the image.
Budget
- Tool calls: 0 — this skill writes the report; it does not call tools.
- 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
-
Use this section structure, in this order, with all-caps headers:
INDICATION:
TECHNIQUE:
FINDINGS:
IMPRESSION:
- INDICATION — one short sentence on clinical context. If none was provided, write:
Not provided.
- TECHNIQUE — one sentence describing the study (view, technique). Default:
Frontal chest radiograph.
- FINDINGS — impersonal declarative sentences. Mention all standard structures (lungs, pleura, heart, mediastinum, bones, any devices) even when normal.
- IMPRESSION — numbered, prioritized by clinical significance. One concise statement per number. Hedging language permitted.
- Plain text only — no markdown. The all-caps section labels are the only headers.
-
Borrow phrasings from references/phrase-bank.md.
-
Apply the style rules below.
-
Wrap output in <confidence> and <report> tags as shown in Output format.
Style rules
- Findings states observations; Impression states interpretations.
- Match hedge strength to evidence:
- High evidence or high scores: state directly.
Right lower lobe pneumonia.
- Moderate: use
possible or differential includes.
- Low but non-zero: use
cannot exclude.
- Absent: omit, or state the negative if clinically relevant.
- State negatives explicitly. Group them:
No pleural effusion or pneumothorax.
- No padding, filler, or clinical disclaimers.
- Present tense.
Output format
<confidence>{confidence}</confidence>
<report>
{report}
</report>
{confidence} — low, medium, or high. Use the caller-supplied value if given; otherwise derive from image evidence. Emit low when image quality limits the read, and note the limitation in Findings.
{report} — plain text, no markdown. Four sections in order: INDICATION, TECHNIQUE, FINDINGS, IMPRESSION (see step 1 above).