Skill

unisound-similar-case-retrieval

医生端临床科研 — 相似病例语义检索与可解释排序,锚点病例对候选池做类比推理辅助。

Verified: 2026-05-15 (clawhub-ingest-2026-05-15+enrich-capability-skill)

When to use unisound-similar-case-retrieval

Choose if

You have an anchor case summary plus a candidate pool (each with id + summary) and want a top-k ranked list with Markdown-format analogy reasoning. Pick this for research, teaching, or methodological-discussion contexts where the agent's user wants explainable similarity over a black-box embedding search. The skill takes an optional `task_hint` (e.g., "prognosis stratification") to focus the comparison.

Avoid if

You expect direct hospital-EHR connectivity — the README explicitly states the skill "does not interface with real hospital records"; candidates must be pre-prepared and de-identified. Also avoid as clinical advice — the README scopes output to "research, teaching, or methodological discussion reference only, not clinical advice" and requires ethics approval before using real patient data.

Risk Flags

  • MEDIUM auth Requires an internal `appkey` (Bearer token) for the Unisound maas-api.hivoice.cn medical LLM endpoint (model u1-insuremed).
  • MEDIUM scope README explicitly states the skill does not interface with real hospital records — candidate cases must be pre-prepared and de-identified by the caller.
  • MEDIUM scope README explicitly states output is for research, teaching, or methodological discussion only and is not clinical advice; real-patient use requires deidentification and ethics approval.

Cost

Type: Unknown

Distribution

ClawHub
unisound-similar-case-retrieval
License
MIT-0