Commit Graph
20 Commits
Author SHA1 Message Date
amosblomqvist 6da192bb22 answered quiz cards show the confidence rail — the slider's record form
The rail paint is extracted to components/confidence-rail.tsx (ramp,
tick stack, geometry laws) and shared by both surfaces so they cannot
drift: the dock's live slider paints the rail under its disc, the
answered card renders it disc-less — the missing handle itself says
'record, not control'. Same look otherwise: thin rail, stop color,
solid ticks, % read-out on the right, dock-mirrored placement (below
the options, above the thinking).

Renders only where a confidence exists: quiz answers with one sent;
never on 'I don't know' (none was sent), never on explain/ask, never
on pre-feature records (optional field, absent).
2026-10-02 01:21:12 +03:00
amosblomqvist 3160829eb6 explain refinements: no opt-out row, one committed field (owner 2026-09-27)
Two follow-up rulings on the explain tool:

1. No 'I don't know' row — not needed in free recall. If he doesn't
   know, he says so in his own words; his text is the only answer
   channel. Dock: text mode is rowless again (the composer IS the
   surface); doctrine and the shared prompt chunk updated; the format
   branch and card revert to quiz-only dontKnow.

2. explanation + correctAnswer collapse into ONE field — the separate
   explanation was quiz remnant (MC needs the why outside its options;
   a free-text commitment carries its own reasoning). Schema is now
   {question, correctAnswer, details?}; the reveal shows the single
   committed answer; no explanation snapshots anywhere on the explain
   path.

1047/1047 tests, typecheck/lint/build green.
2026-09-27 09:13:34 +03:00
amosblomqvist 2f39766528 free-recall explain tool: the quizzing-mechanic switch (owner 2026-09-27)
Sycophancy mitigation as a structural commitment: the model writes its
full correctAnswer (plus explanation, in that order) BEFORE the learner
sees the question; the commitment rides the persisted call args, is
revealed on submit, and grades his free text in the model's next reply —
the client never grades free recall.

- tools.explain setting (segmented 'Quizzing — Multiple choice | Free
  recall' in Agent settings' Tools group): free arms explain and drops
  quiz for BOTH agents (prober variant carries no nodeId, same pattern
  as the probe quiz); mechanics keys never pass filterEnabledTools —
  quiz stays unwritable (the 2026-09-19 wedge ruling stands)
- doctrine lives pi-natively in the tool descriptions (owner ruling —
  no conditional system-prompt chunks): explain carries the commitment
  rule; the MC option-building craft moved out of the prompt into the
  quiz description; shared/20-question-tools.md slims to the
  quiz-agnostic core
- display seams: parseExplainInput (LaTeX-debris restoration included),
  dock text-mode with an 'I don't know' row (kbd row 0), AnsweredCard
  reveal (The answer / Why, no verdict chips), [Explain answer] format
- phases/plan seams recognize both quizzing tools' nodeId tags; explain
  answers deliberately feed no ledger evidence (no client grading to
  key on — a future ruling can parse the model's grade)

1049/1049 tests, typecheck/lint/build green.
2026-09-27 08:55:13 +03:00
amosblomqvist 1f777f770c Zero-keys wave: provider-key gate renders honestly everywhere
Over Platform's 66dbea9 key-presence seam, the five owner-locked tasks:

1. Zero-keys pill — components/setup-cta.tsx: pure hasProviderKey
   (classifyKeys reuse — tool keys like Deepgram never count), useZeroKeys
   (GET /api/keys, re-read on the new lh:settings-saved 'keys' signal),
   ZeroKeysPill (testid setup-cta-keys) taking PRECEDENCE over the models
   CTA on chat/home/new-session. SettingsSection gains 'keys'; keys-section
   dispatches after save AND delete.

2. Setup stage 1 is self-contained: provider picker (MenuShell +
   ProviderMenuList) + key paste + Save via PUT /api/keys/:id — the dialog
   STAYS MOUNTED; its own save dispatches the keys signal, the fetch effect
   re-runs on it, and the stage flips to the pickers on its own.
   onOpenKeys + setup-open-keys die. SetupKeysBody exported for SSR pins.

3. parseProviderKeyRefusal (chat.tsx, envelope-verbatim twin of
   parseModelsRefusal) joins the revert-draft-and-open-setup interception;
   activity-dock reads 'needs a provider key'; dispatch-card shows
   'Add a key' — both deep-link setup, which lands on stage 1 by itself.

4. Dictation trio: the token route's only 503 (missing Deepgram key)
   becomes the client-authored DICTATION_KEYLESS short line; the errored
   idle click clears the error and deep-links Settings -> Keys ->
   DEEPGRAM_API_KEY via the new open(section, row) seam (dialog landOnRow
   -> SettingsDialogBody initialRow -> KeysSection openRow follow-effect).

Live-verified on :3001 under LH_IGNORE_ENV_KEYS=1 (the fresh-user switch):
pill on all three surfaces + precedence over the CTA, stage-1 save ->
auto-advance with dialog mounted, real 503 send refusal reverting the
draft and opening setup, dictation 503 -> short line -> Settings lands on
the unfolded Deepgram row with the error cleared, keys-section save and
delete both flipping the pill live, and a fabricated refused research job
rendering the 'Add a key' dispatch card. 926/926, tsc/lint/build green.
2026-09-24 23:20:59 +03:00
amosblomqvist 7163544134 Ask-dock keyboard round: Esc escapes Other typing, Space deselects, bigger multiselect check
Two owner fixes (refinement round 2, 2026-09-24) in the question
dock's ask questions (quiz untouched):

1. ESC ESCAPES THE OTHER TYPING: the ask's "Type your own answer…"
   row auto-focuses its input on selection, and once in it there was
   no way out — arrows moved the caret (the typing-surface guard), so
   keyboard navigation was stranded. Esc in that input now blurs it
   (focus falls to the page) and pins kbdIdx to the Other row, so:
   the row STAYS selected (deselection is a deliberate act, never a
   side effect), the typed text survives, the arrow walk resumes
   immediately, and the row stays the walked row. stopPropagation
   keeps the window chain from reading this Esc as abort-turn.

2. SPACE DESELECTS A SELECTED OTHER: the walk's Space on the Other
   row selected it; now Space on an already-selected Other CLEARS
   the pick — focus never drops back into the typing field (the
   core's toggleOther has no single-select off-path; the off-path
   lives in kbdAct, keeping `selected` intact in multi). Re-selecting
   — walking back and Space, or a click — is the way back into the
   field. Clicking the selected row keeps its old meaning (choose
   Other); only the walk's Space gained the off-path, per spec.

3. MULTISELECT CHECK GLYPH BIGGER: the ✓ inside the multiselect
   checkboxes drew at the 11px text-xs rung — small next to the 16px
   box. Now text-base (14px on this app's ladder) + leading-none.
   The single-select dot and the quiz's rows are unchanged. (Pinned
   live: 14px computed in the 16px box; the span only mounts on a
   checked row, so no static pin — noted in the render test.)

Live-verified on :3001 (fabricated ask chats, keyboard-only flows):
select via Space focuses the input; type; Esc → focus BODY, row
still selected, text kept; Space → deselected, focus stays out;
re-select → input focused again; listed option displaces in
single-select. Multi: Other coexists with checked options through
the whole sequence. 901/901.
2026-09-24 16:04:32 +03:00
amosblomqvist 5ab52f07f6 BYOK universal gate rendered honestly: mid-chat setup flow, refusal-aware cards
- existing sessions: a send that lands the 503 models_not_configured envelope
  renders as the SETUP FLOW, never the error banner — the record refetch drops
  the refused orphan (the gate refuses before the write-ahead persist), the
  draft goes home to the composer, and Save auto-replays it (owner ruling);
  parseModelsRefusal reads the envelope from the transport's verbatim error
  text (exported pure, tested)
- persistent 'Set up your models' CTA above the chat composer while
  slotsConfigured is false (server-read seed via app/chat/[id]/page.tsx) —
  legacy per-chat overrides may still send with the pill present; the server
  gate stays the truth
- SetupDialog prefill + 'needed' marks (owner ruling): pinned tiers open with
  their pick (matched in the federated catalog — lapsed keys don't prefill),
  unpinned tiers carry the mark; Save still requires all three;
  prefillFromSlots exported pure, tested
- refused jobs read as INFO: dispatch card shows a quiet 'needs model setup'
  line + 'Set up models' deep-link (ChatActionsContext.openSetup); dock blobs'
  activity reads 'needs model setup' instead of 'failed'; real failures keep
  the red tone; isModelsRefusal added to the envelope's home module
- agent-section ModelsBody.slots type honest to the nullable contract
2026-09-22 18:12:57 +03:00
amosblomqvist cdc697749c Wave-5 refinement round 5 (owner): glyph-shaped SVG marks, vertically centered
- Option rows: items-start → items-center — the icon span's top-misalign
  came from the row alignment; now marks center across the row.
- The literal ✓/✗ look (owner preference over the round-3 lucide set)
  re-rendered as hand-rolled SVG with thick rounded strokes (strokeWidth
  3, round caps/joins) — the glyph shape, as a true vector, sized like
  the row text. Test pins updated to data-mark=check|x.
2026-09-13 01:57:17 +03:00
amosblomqvist d4212cecf2 Wave-5 refinement round 3 (owner): SVG answer marks + uniform input sizes
- ✓/✗ in the answered card: replaced literal glyphs with lucide CheckIcon/
  XIcon (strokeWidth 2.5) inside a fixed size-4 flex box — text elements
  never carried the right size/vertical alignment, vectors do. Test pins
  updated (lucide-check/lucide-x classes).
- All user-typed INPUT text now matches markdown output: lh-prose class
  replaces the earlier font-prose (family-only) band-aid on the composer,
  question-dock text/thinking/Other fields, home topic input, model search
  box, and answered-card 'your thinking'/free-text records. lh-prose sets
  family+size (16.5px) so placeholders inherit correctly.
2026-09-13 01:20:07 +03:00
amosblomqvist 4ba594bab5 fix(arch): parse, don't cast — the UI parse seam for model-authored input
The architectural answer to the validation-crash question: validation IS
first at the model-facing boundary (pi validates arguments before
execute; failures return to the model same-turn — all three live
incidents retried successfully). But the same bytes also exist UNVALIDATED
by design in two other places: the live wire streams raw tool-input
deltas DURING generation, and the transcript keeps the raw input of
REJECTED calls (honesty + the replay invariant). The consumers were
supposed to trust part STATES — but that trust was enforced by
TypeScript casts ('part.input as X'), which are compile-time lies with
no runtime check behind them. That is the hole both crashes came
through, and it should not have been possible.

The structural rule now: model-authored INPUT is consumed only through
parsers running the SAME zod schema the model faced — boundary-valid ⇔
consumer-parseable, mechanically. Server/learner-authored OUTPUT stays
trusted (our code authors it).

- src/core/tool-parts.ts (new): parseQuizInput (display parse over the
  shared quizInputBase — strips the teacher-only nodeId, accepts both
  prober and teacher boundary shapes), parseAskInput, parseProbeDoneInput.
- contracts/probe.ts: probeDoneInputSchema is now core-owned zod — the
  probe_done tool declares it (single source of truth), the seam runs
  the literal same schema.
- question-dock.tsx: the dock parses its input at entry; unparsable
  renders the quiet malformed-question fallback, never a crash.
- probe-done-card.tsx: the input preview goes through the parse; the
  old state reasoning and shape guards collapse into it.

Pinned in tests/tool-parts.test.ts: both exact live crash shapes
(stringified quiz options, stringified assessment), boundary-parity
cases for all three schemas, nodeId stripping, mid-stream partials;
render-cards pins the dock fallback markup.

Gates: tsc, lint, build, 328/328.
2026-09-12 04:51:39 +03:00
amosblomqvist e821c3277d fix: multi-select Other coexistence + the malformed-assessment probe-done crash
Two live bugs from the modal-realism stress runs:

1. Multi-select ask: picking the custom 'Other…' row cleared every
   already-picked option, and picking any option cleared a typed custom
   answer — single-select displacement logic applied to both modes. The
   dock's selection is now a pure state machine in question-core
   (toggleOption/toggleOther over DockSelection, unit-tested): single
   displaces (unchanged), multi coexists — neither channel clears the
   other; the typed text always survives.

2. ProbeDoneCard crashed on a REJECTED probe_done call: the model
   stringified 'assessment' (the same double-encoding habit as the
   options bug), zod rejected the call, the model retried — but the
   card's input-preview fallback trusted the errored part's unvalidated
   input shape and died on assessment.strands.map. The preview now reads
   input only while the call is pending or streaming (guarded with
   Array.isArray); an output-error part renders a quiet
   malformed-and-retried note instead of the garbage.

Pinned: question-core.test.ts (3 dock-selection machine cases),
render-cards.test.tsx (4 probe-done card cases incl. the exact live
stringified shape, plus the multi-select ask markup pin).

Gates: tsc, lint, build, 315/315.
2026-09-12 04:45:58 +03:00
amosblomqvist abed10e13d Other renders as an option row in history; ⌘/Ctrl+Enter submits thinking
- The learner's own typed Other answer now renders INSIDE the options
  container in the answered card, styled exactly like its selected
  siblings (border-primary bg-accent) — it is an option, not a loose
  quote floating outside the list. Quotes keep the learner's words.
- The thinking field submits with ⌘↵ on macOS, Ctrl↵ elsewhere
  (metaKey || ctrlKey — the Gmail convention, same handler on every
  platform). Plain Enter stays a newline: the field is for dumping.
  A quiet "⌘/Ctrl + ↵ submits" hint sits next to Submit for
  discoverability (text mode keeps Enter-to-submit, no hint).
2026-09-09 02:16:03 +03:00
amosblomqvist d057a5a616 "Your thinking": the learner's voice, first-class in the question dock
The note was the transfer channel of the whole product presented as an
afterthought: an unlabeled one-line slot whispering "optional". Now:

- A labeled composer-TWIN field ("Your thinking") between the options
  and Submit, docked with the submit button inside it exactly like the
  chat composer's send. The placeholder invites dumping ("Why this
  answer? What are you unsure about? Say as much as you like — the
  teacher reads all of this."); the word "optional" is banished.
- Enter makes a NEWLINE in the thinking field (it is for dumping, soon
  dictated); the button submits. Text-mode answers keep Enter-to-submit.
- Phase-scaled prominence: teaching = a generous dump area, probing =
  one quick row (threaded from the session phase via DockOverlay).
- "Other…" (ask questions) is now an editable OPTION ROW — radio circle
  that fills on selection + inline input, styled like its siblings — so
  picking Other never displaces the thinking field; typed text survives
  deselection.
- The answered card promotes the thinking to a quoted first-class
  block above the verdict, labeled "Your thinking" — the transcript
  reads as a dialogue of thinking, not a buried "Note:" footnote.

The frozen core is untouched (the teacher-facing "Note:" transcript
line in question-core.ts is protocol text, flagged to master).
2026-09-09 01:57:44 +03:00
Amos fbe4f16305 In-session phase presentation: header chip + dotted boundary dividers
- components/phase-divider.tsx: PhaseChip (header, next to the session
  title: phase-colored dot + Probing/Planning/Teaching) and PhaseDivider
  (the transcript boundary: color-coded dotted rules + a small chip —
  'Plan · N nodes' at the plan seam, 'Teaching' at the teach seam; probe
  never renders, phases only advance). planNodeCount reads the seam
  message's first plan tree.
- chat.tsx: dividers render at MESSAGE boundaries (phaseTimeline, one
  linear fold) — the seam is the transition to the message's phase, so
  the seam message's prose sits below its divider. requiresReveal now
  uses phaseAt3 teach (an occupied node), so probe- AND plan-phase
  questions auto-open.
- Retired the part-level plan-divider (artifact registry): the boundary
  is message-level, not part-level. Its tests replaced by
  render-phase-divider tests; core/phases gains tested phaseTimeline.
2026-09-01 18:31:01 +03:00
Amos 9a99b01159 W5: probe/teach phases — divider + collapsed teach checks 2026-08-22 10:26:51 +03:00
Amos ef488224bc W3: presentation fixes — delimiters, line breaks, mermaid
- src/core/math-delims.ts: pure preprocessing for the \(...\)/\[...\] math
  contract — balanced delimiters rewrite to the two-dollar forms remark-math
  parses ($ is never math). Skips code fences/spans, escaped delimiters, and
  leaves unbalanced (mid-stream) delimiters untouched. Display math renders
  as a block: mid-paragraph gets blank-line padding; indented (list items)
  degrades to inline so list continuations don't half-parse.
- message.tsx: transform in the render path (children-memoized); math plugin
  now singleDollarTextMath: false — the currency hazard dies structurally.
  remark-breaks via the cjk remarkPluginsAfter slot (the bare remarkPlugins
  prop would replace the [remark-gfm, codeMeta] defaults).
- mermaid: dark theme + sans font via Streamdown's mermaid prop; dark-styled
  error fallback (components/mermaid-error.tsx) with error, source in
  <details>, and retry.
- globals.css (appended): @source for streamdown dist — its internal UI
  chrome (code blocks, mermaid containers, tables) was entirely unstyled
  because Tailwind v4 never scans node_modules; --color-sidebar → card; wide
  mermaid SVGs capped to the column; .katex-display scrolls.
- tests/render-markdown.test.tsx: 26 tests (transform unit + render). The
  math describe block in render-cards.test.tsx is updated to the new
  contract ($...$ now renders as literal text — pinned).
2026-08-22 09:38:54 +03:00
Amos aeef28d4d9 UI iteration 4: dock morph animation, sticky-in-flow dock, scrollbar, indicators
- Animation: the blob's shell morphs height (WAAPI, 180ms) on every
  variant change — chat ↔ question ↔ collapsed bar — plus a quick
  fade/rise (160ms) on the swapped content. Gotcha pinned in code: never
  measure the shell while a morph is in flight (getBoundingClientRect
  reads the ANIMATED value and corrupts the next morph's start height);
  cancel running morphs before measuring, refresh settled height only
  when no morph is running.
- Gradient-over-scrollbar fixed structurally: the dock is no longer an
  absolute overlay on the conversation root — it's sticky bottom-0 INSIDE
  the scroller (in flow). The transcript scrolls fully clear of the dock,
  the fade never touches the scrollbar lane, and the pb-hack clearances
  are gone.
- New question while at the bottom scrolls to reveal the dock; scrolled
  up → collapsed bar, no yank.
- Thin dark native scrollbar app-wide (8px webkit + scrollbar-width:thin,
  dark thumb, transparent track). Note: use-stick-to-bottom sets
  scrollbar-gutter: stable both-edges on its scroller — the lane is
  outside the content flow by design.
- 'Writing a question…' transcript shimmer while a tool call streams its
  input (same slot as 'Thinking…'). Protocol pinned by a test asserting
  tool-input-start precedes tool-input-available; scripted mock now
  streams tool input as deltas like real providers do. (OpenRouter/
  Anthropic often delivers the whole input in ONE delta — then the dock
  appears instantly and no indicator is needed or shown.)

Verified live: grow 54→349px and shrink 349→54px fire with correct
from/to; collapse/expand intact; gradient stops before the gutter;
Thinking… observed in-page; 58/58 tests.
2026-08-22 05:56:52 +03:00
Amos cd789c11b1 UI iteration 3: question dock — pending questions morph the composer blob
- A pending quiz/ask now REPLACES the chat composer: one persistent
  rounded-2xl shell in the transcript overlay swaps contents (composer ↔
  question ↔ collapsed bar), never remounting — the structure a future
  grow-morph animation needs.
- Unified bottom row inside the question: the note field (select modes),
  the answer field (text-mode asks), or the Other text — one field, one
  'Submit answer' button, Enter submits.
- Collapse on scroll: uses useStickToBottomContext — scroll up and the
  dock folds to a slim bar (kind chip + LaTeX-flattened question teaser +
  'tap to answer'); click scrolls to bottom and re-expands. The expanded
  form stays mounted-hidden so a half-made selection survives.
- Pending/streaming tool parts no longer render inline; answered parts
  land in the transcript as graded cards on submit. Question generation
  shows a shimmer in the shell.
- Composer back to pure chat (no mode machinery); quiz-card.tsx and the
  pendingText/registerSubmit bridge deleted; render tests re-pointed at
  the dock (wrapped in StickToBottom).

Verified live: docked quiz submit (note+selection), ask-text Enter
submit, collapse/expand with selection survival, bar teaser text.
2026-08-22 05:02:15 +03:00
Amos 0baa00e418 UI iteration 2: toggleable sidebar, floating composer blob, pending-question morph
Sidebar (replaces the modal drawer):
- Inline, toggleable, no backdrop/focus theft — can stay open while working
- Open state persists across pages (provider in root layout) and reloads
  (localStorage; starts closed server-side to avoid hydration mismatch,
  stored value applied post-mount; default open on first run)
- Hamburger in page headers only when closed; close button in sidebar header

Floating composer blob (per reference screenshot):
- Floats over the transcript (absolute overlay), persists at bottom while
  scrolling, content fades behind it (gradient mask); pb-44 scroll clearance
- Concentric corner radii: blob rounded-2xl(16px) − p-1.5(6px) = send
  rounded-[10px] = 25% of the 40px button; CornerDownLeft icon per reference
- Stop moved from header into the blob (busy → square icon)
- prompt-input.tsx + 7 orphan ui files pruned (attachments/command palette
  unused); hand-rolled Composer is ~100 lines and render-tested

Pending-question morph (one text field on screen, never two):
- Quiz/ask-select pending → blob becomes the note field (send hidden, hint
  line above); card's internal note input removed; Submit consumes it
- Ask free-text pending → blob becomes the answer field; its send submits
  via the card's registered submit api (ref bridge); Enter works
- Chat owns the single text state; card clears it on submit
- canSend for answer mode mirrors the card predicate directly — reading the
  ref during render lagged one commit (found in browser testing)

Widths: one shared column (max-w-3xl + px-4) for transcript, cards, and
composer — all three measured pixel-identical (left 416, width 736).
Assistant Message max-w-full/MessageContent w-full (was max-w-[95%]/w-fit —
the 'cards are a bit shorter' bug).

User messages render plain text again — no math pipeline on learner-authored
text (currency hazard accepted for the model only, guarded by the prompt).

Tests: 58 pass (5 new composer pins; card tests updated to controlled
props). Verified live: note flow, answer flow, sidebar persistence, float,
fade, zero console errors — plus the live model spontaneously honoring the
$ currency escape contract in a continuation.
2026-08-22 04:28:13 +03:00
Amos 46d71380fa UI iteration 1: app shell + full LaTeX pipeline
Layout:
- Home = knowledge-graph placeholder (main view) with new-session input
  docked below; session list moved out of home into a hamburger drawer
- SessionDrawer: slide-over session navigation (backdrop/ESC close, active
  highlight, fetches /api/chats on open) on both home and chat headers
- Chat header loses the back button — the drawer is the navigation

Math (inline $ was silently not rendering):
- @streamdown/math defaults singleDollarTextMath:false — now
  createMathPlugin({ singleDollarTextMath: true }) in message + reasoning
- katex.min.css imported in layout (streamdown does not inject plugin
  styles; display math only looked right via browser MathML fallback)
- QuizCard/AnsweredCard route question/options/explanation through
  MessageResponse; user chat bubbles render markdown+math too
- Currency hazard: micromark-extension-math@3.1 lacks pandoc's
  closing-digit rule, so bare '$5 and $10' parses as math — defense is at
  the source: system prompt now instructs escaped \$5 / 'USD' for money

Hydration fix (React #418):
- QuizCard shuffled options with Math.random() — server/client orders
  diverged. shuffleOptions now takes an injectable RNG; QuizCard passes
  seededRandom(toolCallId) (mulberry32/FNV-1a in question-core). Same
  question → same stable order across reloads; still varies per question.

Tests: 53 pass (5 new math-rendering pins incl. fenced-vs-one-line $$
behavior and the escaped-currency contract). tsc + next build clean.
Verified live in browser: inline/display math in text + cards, drawer
open/navigate/active-highlight/ESC, no console errors, no font 404s.
2026-08-22 03:23:11 +03:00
Amos a72c902d30 v3: AI SDK pivot — pi removed, Next.js 16 + AI SDK 7 + AI Elements teacher app
The teaching agent no longer runs on pi. Stack:
- ToolLoopAgent (ai@7) + OpenRouter (OPENROUTER_API_KEY), model via LH_MODEL,
  default anthropic/claude-sonnet-4.5 with reasoning tokens
- quiz/ask_user_question = client-side tools (no server execute): the call
  lands as a typed tool part in input-available state; the card grades via
  src/core/question-core.ts; addToolOutput sends the verdict; the teacher's
  reaction continues the same assistant message
- resume-mid-quiz is free: the pending tool part persists in the transcript
- persistence: one JSON per chat (data/chats/), full UIMessage transcripts,
  saved onFinish (also on abort)
- UI: AI Elements (owned copy-paste components, pruned to the five in use)
  + button-based QuizCard/AnsweredCard (ask answers never graded)
- pi fully removed: TUI, extensions, Fastify+WS server, bridge, custom
  protocol all deleted (recoverable from git history)
- tests: question-core units carry over; chat-flow integration drives
  handleChatRequest with MockLanguageModelV4 (48 tests, zero tokens);
  render smoke tests guard the cards (renderToStaticMarkup)

Carried over unchanged: teacher system prompt, question-core, schema/
ledger/derive/extract pipeline, data model.
2026-08-22 02:18:27 +03:00