medkit-app

Scores a completed OSCE encounter against the case rubric and produces a structured debrief. Cites guideline IDs from registry. Never invents recommendation classes or LoE.

Generates OSCE-style GP case JSON variants from an authoritative guideline + a variant brief. Outputs strict JSON conforming to cases/case.schema.json. Every clinical fact and rubric item is traceable back to a registry guideline ID.

Drafts entries for guidelines/registry.json by fetching authoritative society/agency guidelines via WebFetch, restricted to the source whitelist. Output is always verificationStatus="auto-fetched" — only the MD signs off "verified". Designed to run on a weekly /loop to keep the registry current.

Voices the patient in real time during a MedKit OSCE encounter. Reads hidden.history_facts + personality + planted_cues + lies. Outputs naturalistic spoken utterances; never breaks character; never reveals more than a real standardised patient would.

World physics for MedKit. For every student action (order test, prescribe, refer, examine, advise) returns strict JSON describing validity, what the student sees, time cost, and any change to patient state. Never speaks to the student.

Reference for the DEBRIEF MODE that lives inside the `medkit-attending` Managed Agent. Use this skill when debugging why the agent emitted a particular `render_case_evaluation` payload, when modifying the rubric scoring logic, or when a citation appears unresolved in the UI. NOT used to author new rubrics — see medkit-rubric-author for that.

Curate or refresh entries in `src/data/guidelines.ts` from authoritative society sources via WebFetch. Use whenever the registry needs a new condition (because a hero case rubric needs a citation that doesn't exist yet) or whenever existing entries should be checked for newer guideline versions. Designed to run on a `/loop 7d /medkit-guideline-curator` weekly schedule. Output is always `verificationStatus: "auto-fetched"` — a clinician must sign off "verified" by hand.

Author a `CaseRubric` for an existing `PatientCase` with PLAB2/RCGP/NURSE/SEGUE framework tags and citation discipline. Use whenever a case needs to graduate from the auto-derived fallback rubric to a hand-authored one for hero-level grading. Outputs an in-place edit of `src/data/polyclinicPatients.ts` (or `src/data/patients.ts`) inserting the `rubric: {...}` field. Every `clinical_management` criterion's `guideline_ref` MUST resolve in `src/data/guidelines.ts` — the rule is `cite, don't invent`.