79e7c8648bc956a8ae2bde3cfd763622cf8a92d6
15
Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 amosblomqvist
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7cfd8b5bc7 |
Background turn runner: every turn is a server-side process, clients are views
Owner ruling 2026-09-25. runPiTurn executes a turn decoupled from any HTTP
response: an unbounded memory-only event log (finite by construction; the
30-min liveness TTL bounds the pathological case) plus a subscriber set.
The POST /api/chat stream and the new GET /api/chats/[id]/stream are both
subscribers — identical SSE dialect; late subscribers get FULL replay
(starting at the start chunk) then live until finish + [DONE]. A view
cancelling (reload, navigate) now detaches ONLY — never aborts the turn.
The remote kill is the abort channel: POST /api/activity/abort gains
kind: "turn" (id = chatId; not_running 409 like jobs); handle.abort sets
sawAbort + agent.abort(), every subscriber closes cleanly, the partial
persists through the usual settle (onFinish runs once, then endTurn,
then unregisterTurn LAST so a view that finds nothing finds the record
current). No running turn on reattach: the cheap terminal — one
{"type":"turn-settled"} event + [DONE] (settledTurnResponse).
The live smoke caught what the unit suite had masked: the agent_end
close() had been left behind in the restructure — ReferenceError every
turn, steered into the error path; fixed and pinned (clean turns must
never emit an error chunk; finishReason stop present).
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amosblomqvist
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e4049e4bf8 |
Key-presence refusal at every gate: a pinned model is not enough
Owner-diagnosed: the turn gate checked only model coordinates, so a pinned slot whose provider key was deleted passed the gate and died mid-stream masked to 'An error occurred.' The key is now gated where the model is — by what would RUN (env-first keyValue truth, so an env-shadowed key passes). - core/settings.ts: the provider_key_missing envelope family (code, provider, slots, human line naming the provider from AUTH_PROVIDER_KEYS labels) + ProviderKeyMissingError + isProviderKeyRefusal matcher. - chat-handler turn gate: refuses 503 before beginTurn when the resolved conversation's provider key is gone (slots: [strong]). - Job runner: same check via an injected dep (agent layer cannot read the key store) — a keyless engine refuses the spawn through the existing failure-shape convention, no phantom run. - Extraction pipeline: refuseIfStagesUnready refuses BEFORE any batch (first offender: extractor before auditor); the trigger skips info- level, /api/graph/import surfaces the 503 envelope per file. - Tests: 8 new pins (turn gate both ways, runner refusal, pipeline first-offender + pass-through, envelope factory, matcher); the three turn-driving suites seed OPENROUTER_API_KEY like any real setup. - Doc fix: stale EXTRACTION.chunkTokens comment in the manual-extract route (left over from eed4b4e). Known residual (pre-existing, flagged for master): the manual extract route logs BOTH config refusals as console.error (fire-and-forget path); the coverage ledger keeps everything uncovered either way. |
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amosblomqvist
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bfa906e2f8 |
feat(models): BYOK all the way down — factory pins deleted, per-need refusal gates
Owner decision 2026-09-22: 'it doesn't make sense to have any default
model configured anywhere; the application is bring your own keys.'
config.ts: MODELS deleted; ModelRole becomes an explicit 9-role union;
DEFAULT_THINKING_ORDER (medium, low, high, minimal, xhigh, max) bakes
the unset-level default — first entry the model supports; explicitly
set levels keep pi's native nearest-clamp.
core/settings-resolution: the factory layer dissolves — the chain is
role override → slot → NOTHING. resolveSettings(record) takes no
factory. Empty chains resolve to null/undefined; a thinkingLevel-only
slot is inert (stored, never run). resolveConversationSpec: chat.model
override over the strong slot, null when both empty. resolveRoleSpec
spans all nine roles for the job/extraction engines.
Refusal envelope (core/settings.ts): modelsNotConfigured(missing) —
{error, code: 'models_not_configured', missing: [slot tiers]} +
ModelsNotConfiguredError with .envelope. Per-need gates, each honest:
- chat-handler: universal turn gate (new + continuing turns) returns
503 before beginTurn — no liveness, no write-ahead persist, no graph
trigger before the gate fires.
- runner.runJob: unresolvable engine lands the job as error with the
envelope wording; no phantom loop, no result steer.
- extraction: refuseIfStagesUnconfigured throws before any stage
(turn-service info-skips so coverage retries next turn; the import
route surfaces per-file code+missing); labeler-less runs skip
cluster naming with a console line and still merge.
Write side: slot entries must carry a model — level-only slot writes
are 400s (absent slot key = clear). piEngineForSpec resolves unset
thinking levels via DEFAULT_THINKING_ORDER; piEngineFor now throws
honestly; thinkingLevelFor/modelIdFor deleted; teacher-agent, pi-run,
visual-maker, pdf-reader all read engine.level.
model-catalog: defaults/slots/rolePins null when the chain is empty
(contracts nullable) — no phantom ids in payloads. Stores drop
MODEL_PINS entirely.
Tests: pin-leaners converted to explicit injection (per-chat model
pins on scripted chats — exactly what the setup flow writes; faux
engines for agent-construction tests). New coverage: the 503 gate
envelope, the runner refusal, the extraction refusal + labeler skip.
Gates: typecheck, lint, 815/815, build.
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amosblomqvist
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769a3da186 |
feat: session rename + graph chrome polish (popovers dismiss, no-shift no-match, coverage reseat)
Rename (owner ask): clicking the header title opens edit mode with the whole title selected — typing replaces, arrows move inside. Enter or a click away commits (PUT /api/chats/:id); Escape and an empty commit discard. renameChat joins the ChatStore port; like saveSettings it is NOT conversation activity — updatedAt stays put so sidebar order never churns on a rename. The sidebar patch is instant: the header dispatches lh:chat-renamed and SessionsSidebar folds it into its snapshot (the 2.5s poll is only a backstop). Sidebar right-click rename is DELIBERATELY deferred: it needs a real context-menu system, which gets its own pass later (owner decision, 2026-09-17). Graph chrome: - The extraction-coverage button moves between search and import; the gear keeps the far-right corner. Coverage still renders on an EMPTY graph (that is exactly when it matters). - The no-match search note no longer shifts its siblings: the chrome row is items-start (every button is 44px tall, so top alignment pins the row while the search container grows downward). - Popovers dismiss properly: pointerdown anywhere outside the control's root (button + panel) closes it, and so does Escape. Two panels can never be open at once — the sibling chrome buttons are outside the open root, so pointerdown closes the first before the click opens the second. New shared hook components/popover-dismiss.ts, wired into both the settings gear and the coverage control. Gates: typecheck, eslint, 498/498 (+2 rename store tests), build. Live-verified: select-all/focus/Enter/Escape/empty/blur round-trip, updatedAt untouched, sidebar instant patch; chrome order + frozen positions under a no-match query; popover close via canvas, search input, Esc, mutual exclusion, toggle intact. |
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amosblomqvist
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de0c286311 |
feat: model + thinking control — the stats bar's picker, on pi-ai's catalog
The model-control wave (user-decided design, 2026-09-12): ONE controller
for the conversation agents (prober/teacher are functionally one agent);
background sub-agents stay config-pinned. pi-ai owns the registry — the
shipped 366-model OpenRouter catalog (cost, context, modality,
thinkingLevelMap), getSupportedThinkingLevels/clampThinkingLevel for the
per-model thinking truth, and streamSimple's automatic clamp. No second
registry to drift out of sync.
Seams:
- config.ts: ReasoningEffort retired for pi's ThinkingLevel
(off|minimal|low|medium|high|xhigh|max). GLM roles go honest at "low" —
pi's catalog says GLM-5.3-flash accepts exactly low|high|max, and the old
"minimal" was silently clamped to low by streamSimple since the swap;
nothing changes behaviorally. visualMaker → qwen/qwen3.8-flash (fixes
the dead qwen/qwen3.8-max slug — the catalog only ships -0902; also the
user's cost pick, 0.15/0.47 per-1M).
- src/agent/models.ts: piEngineFor(role, settings?) — provider+id resolved
from the catalog, thinking level from settings ?? config, CLAMPED to the
model's supported list (a settings change between models can never send
an invalid level). PiEngine gains `level` (observability/tests).
- ChatRecord.settings {model?: {provider, id}, thinkingLevel?} — written
by PUT /api/chats/[id]/settings (replace-whole, no updatedAt churn),
read by chat-handler at turn composition: agents are stateless per turn,
so the change is next-turn-effective by construction. The turns log
still records the ACTUAL billed model (the honest witness).
- GET /api/models: the configured-provider catalog as client-safe DTOs
(core/contracts/models.ts) + config defaults; a second provider joins
the picker by registering it in piModels() — nothing else changes.
- PUT settings validation gate (src/server/model-catalog.ts): unknown
provider/model or unsupported level → 400 carrying the supported list,
never a silent clamp.
- scripts/sync-pricing.ts: regenerated PRICES/CONTEXT_LIMITS from pi-ai's
shipped openrouter.json (offline; same source as the engine + picker).
All 366 models priced; glm's stale 0.15/0.5 → pi's 0.075/0.25, limit
1310720 → 1048576 — cost is inferred at read time, so history re-prices.
- UI (components/model-picker.tsx): stats-bar right side becomes model +
thinking buttons; menus open ABOVE; fuzzy search over "provider id
name" (core/fuzzy.ts — pi's /model pattern); model rows show name/id/
price/context; the thinking menu lists exactly the chosen model's
supported levels (GLM: low|high|max — no dead options, no "off").
Model switch drops an incompatible pinned level (falls back to config,
which clamps honestly) rather than carrying a 400.
Tests (350/350, +15): catalog projection + defaults, the settings gate,
pi thinking truth pinned against upgrades (glm low|high|max; minimal→low;
off→low — GLM cannot disable thinking), the engine factory's
override/fallback/clamp/throw matrix, fuzzy ranking, store round-trip,
and the re-priced folds (usage, stats bar, activity dock).
Live smoke (disposable driver, deleted): catalog route 366 + defaults;
glm+minimal → 400 + supported; turn 1 billed qwen/qwen3.8-flash under
the override; mid-session switch flipped turn 2 to glm; clear-overrides
restored the config pin. ALL CHECKS PASS on real OpenRouter.
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amosblomqvist
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4baf8385be |
fix: parallel question calls are asked, saved, and answered in the model's call order
Live observation (modal-realism run): the teacher batched two quizzes in one turn; the dock showed the SECOND question first, so the answering order was reversed vs the saved record and the transcript cards. Cause: findPending scanned parts BACKWARD within a message, so with two input-available quizzes it picked the last one first. No overwriting was involved — parts are created in call order on both wire and record; the scan direction alone reversed the interaction order. (pi executes a parallel batch with starts + result messages in call order; the execution-end order is completion-racy, which also allowed a millisecond dock-subject flip mid-turn.) Fix A — src/core/pending.ts: parts now scan FORWARD within a message (messages stay newest-first): the FIRST unanswered question is the dock subject; the second appears only after the first is answered. Fix B — src/agent/lh-tool.ts: question tools opt into sequential execution (pi runs the batch in call order when any called tool opts in), so tool-input-available chunks always arrive in call order and the dock subject can never flip mid-turn. Question executes are instant. Pinned in chat-flow.test.ts: a parallel two-quiz batch asserts wire order (A's available chunk before B's), part persistence order, and the dock selection sequence (A first, then B after A is answered). Gates: tsc, lint, build, 307/307. |
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amosblomqvist
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6af7a38684 |
fix(bridge): gate tool-input-available on clean execution — invalid tool inputs never reach the dock
Live crash (modal-realism session): GLM double-encoded the quiz options array as a JSON STRING inside the tool-call arguments. The bridge emitted tool-input-available at toolcall_end — BEFORE validation runs — so the client briefly saw the malformed quiz as a pending question and the dock crashed in normalizeOptions ((string).map). The later tool-input-error chunk could not revive the tree. The old SDK gated this with InvalidToolInputError: validation ran before the input-available chunk. The bridge now holds the part in input-streaming until tool_execution_end and only then emits tool-input-available (clean) or tool-input-error (invalid, structural JSON Schema failure or the zod re-run inside execute). Server-side behavior was already correct (the record shows the error part + a successful model retry) — this is purely the wire-ordering hole. Pinned in chat-flow.test.ts: the refinement-layer retry (correctAnswer mismatch) and the exact live structural shape (string options) both assert the invalid call never becomes input-available on the wire. Gates: tsc, lint, build, 306/306. |
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amosblomqvist
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2d717fd932 |
Swap the server engine to pi-ai/pi-agent-core (Band B+C of docs/pi-engine-swap.md)
The Vercel AI SDK survives only as Band D (useChat client + UIMessage
record types); @openrouter/ai-sdk-provider is uninstalled.
- src/agent/models.ts: PiEngine {model, streamFn} via createModels +
openrouterProvider subpath; thinkingLevelFor maps config effort none->off
- src/agent/lh-tool.ts: neutral LhTool (zod authoring, optional execute,
clientQuestion flag); toPiTool converts via z.toJSONSchema and re-runs
zod inside execute so refinements ride the error-result retry path
- src/server/pi/record-adapter.ts: UIMessage records -> pi Messages
(dangling tool calls get synthesized interrupted results)
- src/server/pi/ui-stream.ts: SSE bridge emitting AI-SDK-shaped chunks so
the useChat client parses unchanged (continuation id rule, question
tools never emit output, tool-input-error for bad authoring)
- teacher-agent.ts: stateless per-turn pi Agents; shouldStopAfterTurn
stops only when every question-tool call resolved cleanly (errors retry)
- chat-handler.ts: buildAgent(outgoing) factory seam (stateless doctrine);
assertValidUiMessages owns the retired SDK validation gate
- sub-agents via shared runSubagent (pi-run.ts); extraction stages stop
after a clean submit; visual-maker keeps its hand-rolled loop over
direct streamSimple calls; aborted model calls bill no usage
- tests: all model seams ported to pi-ai faux provider (scripted
FauxResponseSteps, agent factories); handleChatRequest second param
is now an agent factory
Gates: tsc, lint, build, 305/305. Live GLM smoke (disposable driver,
deleted): prober streaming + persistence, question seam, turn-2
continuation same message id, per-turn real token usage - ALL PASS.
Data wiped at the pivot (chats/graph/jobs, .gitkeeps kept).
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amosblomqvist
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5653c77a29 |
feat: probe/teach agent split — explicit phase markers, position-only plan map
Diagnosis (2026-09-11 user testing, minimal-effort GLM): sessions stuck on 'plan' forever. Two causes: (1) the three-phase view read the stored tree's currentNodeId, which nothing ever writes post author-once (2026-09-03) — a structural dead seam; (2) the teacher stochastically left quiz.nodeId untagged, and done-by-quiz-result semantics would have falsely completed nodes anyway. The redesign (docs/probe-teach-split.md) abolishes derived occupancy in favor of explicit events: - Two agents over one transcript: createProberAgent (quiz without a nodeId field, ask, probe_done) and createTeacherAgent (full toolset, plan_init onward). The chat-handler construction branch keys on a probe_done part in the transcript. MODELS.prober added. - probe_done: server-side seam tool — carries the learner assessment (strands + free-form edge read), refuses while a question is open or the probe is already concluded, and queues a handoff steer through the generalized wake pipeline (steers now dedupe by id, not jobId; job finalization only for job steers). The teacher auto-wakes and authors the plan; the learner sees the assessment via the probe-done card. - phases: probe ends at a concluded probe_done, plan ends at a successful plan_init — strictly sequential, no skipping, no legacy compatibility (data wiped at the pivot per doctrine). - Plan map = position, not completion: derivePlanStatuses reads only tagged quiz CALLS (state/outcome feed nothing); current = latest tagged node with consecutive duplicates collapsed, visited = earlier distinct stays (a revisit stays in both — current wins at render). PlanTree is structure-only; currentNodeId/doneNodeIds and the dead mutation helpers are gone. No fallback current. - Prompts split per agent (prompts/prober/, prompts/teacher/ over the trimmed shared base); graph-context injection removed entirely (shelved, docs/probe-teach-split.md §5); knowledge-graph context no longer reaches either agent. - Plan blocks are full-only snapshots at plan_init (neighborhood machinery retired; the persistent DAG window is the future UI wave); usage capture unchanged. Gates: tsc clean, 294/294 tests (phases/plan-tree/plan-blocks/question- tools rewritten to the new semantics; probe-done + handoff-wake tests added), lint, build. Live GLM smoke PASS: prober concluded with an honest assessment, teacher auto-woke, authored a 10-node plan with the block attached, then tagged checks on slope-instinct → secant derived current/ visited exactly as designed; grading honest both ways (driver off-by-one proved a wrong answer grades false). |
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Amos
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a7ca33548b |
Sessions keep running across navigation: turn liveness + write-ahead persist
The bug: answering a quiz and navigating away mid-turn, then returning, re-prompted the same question. Root causes: (1) the answer was durable only at onFinish — every mid-turn view read the stale pre-answer record; (2) the server had no notion of a turn in flight; (3) remount treated the stale record as current, with no re-attach path. Worse, the stale dock let the quiz be answered again, racing two turns into a last-writer-wins saveMessages clobber. Fix (four pieces): - Write-ahead persist in chat-handler: the request body IS the client's canonical state — saved to disk BEFORE the stream starts. The answer is durable the instant the request arrives; crashes recover via the existing mount continuation. - Turn liveness registry (src/server/turn-liveness.ts): in-memory chatId → in-flight map with a TTL leak guard; beginTurn rejects concurrent turns (409) so one turn ever owns a chat. endTurn runs in onFinish AFTER persistTurn, so pollers that see not-in-flight always read a finished record; a turn-start failure clears the registry (no lockout). - GET /api/chats/[id] reports turnInFlight; the chat page passes initiallyInFlight to the client. - Client re-attach (components/chat.tsx): while in flight, busy shimmer + composer gated + mount continuation suppressed; poll /api/chats/[id] until the turn finishes, then syncFromServer adopts the completed transcript. Stop stays local-stream only (a server turn has no client request to abort). Verified by scripted-model tests: concurrent turn 409 + registry lifecycle, write-ahead durability mid-turn, failed-turn lockout guard. |
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Amos
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5dab8d12d4 |
Quiz hardening: cross-field schema validation rejects ungradeable quizzes
quizInputSchema now enforces (via pure quizInputProblems + superRefine) that correctAnswer resolves against option values, options are non-empty and unique, and multi-answer requires multiSelect — schema-valid now implies gradeable. The AI SDK already returns invalid tool input to the model as a tool-error part (verified in ai@7 run loop), so the teacher retries in the same turn. chat-handler onError passes tool-input validation messages through to the client (masked 'An error occurred.' for everything else). Covers the Gate 3 GLM failure: correctAnswer slug matching no option. |
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Amos
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1167157c23 |
Storage ports: ChatStore/GraphStore/JobStore + adapters + core inversion (stage 3)
Per-entity semantic ports (src/core/ports.ts), one adapter family
(src/store/*, fs JSON/JSONL), exactly one composition point
(src/server/stores.ts). Dependency direction is now machine-checked:
adapters implement core interfaces; core never imports an adapter.
The inversion:
- core/graph.ts (emitChat/getGraph/graphSnapshot/foldStaleChats) is now
pure — it takes the storage ports as explicit parameters (GraphDeps).
No store imports; newGraphNodeId is local; node id format unchanged.
- core/graph-context.ts buildGraphContext() no longer defaults to the
live ledgers: the chat-handler hands in getGraph(graphStore) per turn.
- store adapters export exactly one object each implementing their port
(chatStore/graphStore/jobStore); bodies otherwise verbatim.
NodeMapping + SessionCheckpoint moved store/graph -> core/contracts
(they ARE contract shapes); CreateJobInit/JobPatch live in ports.
- titleFromPrompt moved store/chats -> core/contracts (pure helper,
planNodeStatus precedent). Store modules now contain persistence only.
- server/stores.ts is the composition root; server/{chats,graph,jobs}.ts
and chat-handler wire from it; agent (plan tools, sub-agent runner)
call the port objects. The shell surface (@/src/server exports) is
unchanged.
Lint law extended: the whole of src/core is now a purity zone (was a
file glob with a graph/graph-context exemption). Verified it fires on
core->store imports; tsc clean, 190/190 tests, eslint clean, prod build
clean (prerender 6/6). Tests pass deps explicitly — graph.test uses the
same fs-adapter pair stores.ts wires in production; graph-context.test
keeps its in-memory ledgers as a GraphStore implementation.
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Amos
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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. |
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Amos
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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. |
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Amos
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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. |