Live dashboard

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This is your own ephemeral stream — facts you generated this visit, retained 7 days. Nothing here is shared with anyone else.

Mastery

Misconceptions

Grouped wrong-answer patterns (rung 1: tagged distractor, rung 2: numeric/text normalizer match).

Item latency (per attempt)

correct incorrect

Sessions

openedstakesdurationfactsoutcome

Narrate this session

A model reads your own facts and writes claims — every claim cites the fact ids behind it; a claim without receipts never renders.

Struggle reads

Cohort (MCP cohort_mastery)

Every cohort read enforces a k=5 privacy floor — below it, no partial data, ever.

Live fact feed (last 20)

Wire lint

POST a deliberately broken batch to /debug (bad ULID, unknown verb, a note with stringified JSON stuffed into text) and render the verbose lint report — the warnings-vs-errors distinction the wire gives you for free.