673a430d6e04a08e10fe8ba02f27937e683c1932
34
Commits
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673a430d6e |
question dismissal, A2: the silent write + the dismissal pause (owner design 2026-10-03)
- {type:"dismiss"} input event: parse + pure appends with the answer-event
orphan discipline (dangling-call 400, kind match, answer must be dismissed)
- POST /api/chats/[id]/dismiss: the no-turn composition — write-ahead append,
409 while a turn runs, emits record-changed (new bus word; idle views sync)
- needsContinuation: an all-dismissed trailing batch demands nothing;
endsInDismissal = the derived pause predicate (tail-based, no latch)
- wake pipeline: while the record ends in a dismissal the pump holds every
delivery in the steer queue — the user's next send is the wake (until the
text-turn steer claim lands, settlement re-pump delivers right after it)
- session-core.dismissQuestion: optimistic skipped card + silent POST;
chat.tsx confirmAbort question-mode swaps submitAnswer for it; ESC-abort
popup everywhere (AbortTurnDialog) with popup-Esc claimed via state gate
- parallel question calls dismiss call-by-call (results bind by id)
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a38c400eb7 | push architecture slice 4: job writes announce jobs-changed from the store; chat view fetches on announcement (debounced) — the jobs interval poll and pollMs machinery retire | ||
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07b25c4ffd |
de-meta the system prompts; method leads the composition (owner, 2026-09-27)
The owner's capture-vs-composition check confirmed the wire sends exactly
what composes (byte-identical save the nodeId paragraph ebfe058 had since
changed). This wave removes the implementation meta that leaked into the
prompts and reorders so the method carries weight:
- base: owner's new opener verbatim (install understanding; the
understanding definition — which absorbs the old 'Understanding is
structure' paragraph); Voice moved in from shared/10 (deleted); the
philosophy keeps edge-dependence + logistics ('standard learning'
dropped per owner); intro's two-agents/fragments sentence gone.
- teacher/05-method opens with the owner's methodology bridge ('No other
teaching methods come close') — paragraph 3 of the opener, placed here
so the shared base never points the prober at methodology it doesn't
carry.
- deleted: teacher/60-probing-in-brief (self-evident from shared history;
its mid-lesson mini-probe move salvaged into 20-teaching as one
sentence), the 'Session shape — the durable artifact' section
(extraction-pipeline meta), the fragments-meta lines in shared/20 and
05-method, 'the transcript's seam' phrasing, prober's 'the teacher
that takes over' / 'the handoff is automatic'.
- composition reorder (listSourceSegments): base -> the agent's own
fragments -> shared/ appendix. Teacher method now starts at 12% in
(was 62%); prober doctrine at 34%. shared/20 opens with the owner's
decision rule (quiz only for known-correct-answer, ask for everything
else).
- HANDOFF_TEXT: the owner's user-message version — first-person, paces
the planning (unconditional truths, motivated derivations), ends at
plan_init + accept-or-changes.
Teacher 31.4k -> 28.7k chars; prober 10.0k -> 9.6k. Gates: typecheck 0,
1018/1018, lint clean, build green. (Suite runs 16s; the earlier 10-min
timeout was stale node_modules after master's df1328e 0.87.1 sync —
npm install fixed it.)
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b84ab1cdc0 |
fix: reasoning always renders above its message; dock drops delivered subagents at delivery
TWO owner-reported bugs from the live red-circle session (chat_muhpyoll_27305e23), both investigated to root cause first: 1. THINKING BLOCKS UNDER THE MESSAGE. GLM emits trailing reasoning tokens, so the persisted content lands [text, thinking] (4 of the 6 thinking-bearing messages from [21] on in that session) - and the view canon presented arrival order verbatim, rendering the reasoning UNDER its own message. Fix: projectView stable-partitions each assistant message - reasoning parts first (their own order kept), then text/tool parts. Owner ruling 2026-09-26: the reasoning belongs above, always. Covers live partials and settled records alike (one projection canon). NOT addressed (owner ruling): the plan_tools "missing" claim in the same session - wire-verified 11 tools incl. plan_init; GLM confabulation, no mitigation wanted. 2. DOCK CARDS LINGERING AFTER DELIVERY. /api/activity lists jobs with status "running", and the status flipped only in settleSteers at the DELIVERING TURN'S onFinish - so a subagent whose card was already visible in the transcript (marker injected mid-run) stayed in the background dock until the teacher finished teaching. Fix: flip the job at the moment the result reaches the learner - noteSteerVisible (jobs.ts) called from BOTH visibility seams: the marker's message_end wire event (live steer injection, ui-stream) and the write-ahead persist (the wake's input appends, chat-handler). finalizeJob is idempotent; settleSteers/runner-200 re-run it as a no-op, and the registry's delivery promise still settles exactly as before. Tests: 1001/1001 - view-canon hoist pin (trailing [text, think, call] projects reasoning-first; think-first unchanged), noteSteerVisible unit pin (flip at the seam, idempotent, handoff no-op), and the mid-run steering e2e now holds the turn open past the injection and pins the job flipping done at the marker's message_end WHILE the turn still streams. Live-verified read-only on the owner's server: the original session reloads with every reasoning trigger above its message. |
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ad0a6e5201 |
feat: Wave C pivot - steer markers, not follow-ups
Owner correction (2026-09-26, later): a real lesson is ONE continuous teach->quiz->teach run - there are no run-would-stop moments mid-lesson, and the run ends that DO exist are quiz stopper exits where delivery must not fire. Subagent results must land BETWEEN messages INSIDE the run, never splitting a toolCall from its toolResult. Vehicle 1 now hands markers to agent.steer() - pi's STEERING queue: the loop drains it at TURN BOUNDARIES (after a completed assistant message AND its tool results - the bonded pair survives injection) and again at RUN START (a continuation drains before its first LLM call), then CONTINUES the run with the marker in context. steeringMode "all" replaces followUpMode. registerLiveAgent moved BEFORE runPiTurn and now hands pending markers itself: the start poll drains the queue SYNCHRONOUSLY inside the runPiTurn call, so a later registration would miss it. A marker stranded by a quiz-terminated run therefore rides the ANSWER run's first LLM call - the native replacement for the old continuation coalescing. Settlement reconciliation, the idle wake, probe-handoff exclusion, and the registry-as-truth design are UNCHANGED; stranding is now exactly the stopper-exit case. Tests: jobs 45/45 (fakeAgent.steer; new pin - registration steers pending markers into the new run, parked wake never fires); chat-flow 24/24 (new e2e through the real composition - a gated mid-run turn, a marker delivered while the turn streams, record shape [call, result, MARKER, response] with the marker adjacent to the completed unit, the model SEES the marker in its next prompt, zero wakes); full suite 999/999, tsc/lint/build green. Live smoke (PORT=3004): research dispatched in the probe turn parked behind the dangling quiz; on the quiz answer the marker injected at the answer run's START poll - record [answer result, marker, teacher response], job flipped done/delivered at settlement, brief card rendered with its sources toggle. Plan doc: docs/PI-NATIVE-MIGRATION-PLAN.md gains the pivot section. Deferred (owner list): thinking blocks rendering after messages; vanishing tool-call output tokens. |
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7f51259fc6 |
feat: Wave C - pi-native steer/follow-up delivery
Delivery now rides pi's OWN follow-up queue when a run is live, and a carry-everything idle wake otherwise. One registry, two vehicles; claimSteers and continuation coalescing are deleted (owner rulings, 2026-09-26: follow-ups only; one queue; the wake is the only appender). THE LIVE RUN (vehicle 1): the chat-handler registers the streaming turn's agent (registerLiveAgent, next to registerTurn); the pump hands every eligible queued marker to agent.followUp() - pi polls that queue when the run would otherwise stop, injects the markers (message_start/message_end on the live wire), and CONTINUES the same run. followUpMode "all" joins every handed marker in one continuation turn. The question stopper runs before the follow-up poll, so an open quiz is never overridden - a handed marker strands at settlement and waits (today's pacing). probe-handoffs never take this path (the handoff must START the teacher's run - a record-level branch). SETTLEMENT RECONCILIATION: settleSteers(chatId, persisted) at onFinish (after unregisterLiveAgent) resolves+flips entries the run delivered and returns stranded ones to pending - the registry stays the truth; the dead agent's queued copy is abandoned. This is what makes the handoff safe: pi owns no retry for a stranded follow-up. THE IDLE WAKE (vehicle 2): waitForIdle (unchanged gates) then ONE turn carrying EVERY pending marker as its input appends - dequeue-at-fire (the Wave B regression lesson: the wake run's own follow-up poll must never see its own cargo; a 409 pushes the cargo back and retries). CLIENT: applyWireEvent now upserts non-assistant messages by id, so in-run injected markers render live instead of dropping until settle. Tests: jobs 44/44 (live handoff, settlement stranding, handoff-waits, one-wake-carries-all); chat-flow 23/23 (the double-append pin drives the real pump through the new input); session-core 28/28 (custom-role wire appends). Full suite 997/997, tsc/lint/build green. Live smoke (PORT=3004): research job delivered mid-probe - parked behind the dangling questions exactly per semantics, landed once on the open gates, teacher folded the brief in and re-dispatched; the second (good) result rendered the full 10-source brief card and the lesson continued from it. No duplicate ids anywhere in the record. Known gap flagged to owner (NOT from this change): the server accepts malformed answer events via raw API (answers without the answers[] shape) and AnsweredCard then crashes the page render - surfaced by the smoke's scripted answers, repaired by hand in the scratch record. |
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f3003d357a |
Wave D: native AgentEvent wire + client session rewrite (SDK purged)
Server: ui-stream.ts is verbatim pi AgentEvent passthrough (SSE data lines + [DONE]); only app-level events are the loop-level error and turn-settled terminal; onError carries raw provider text (owner ruling). Client: useChat + the AI-SDK transport replaced by components/session-core.ts (SessionModel: 409 identity-retry, optimistic c_ appends, absorbed() adoption, needsContinuation, shared consume for POST + reattach) and the session.ts hook; the golden-master grouping canon moved client-side into core/view.ts (projectView); scanners read the native record (phaseAt3Lh, danglingQuestionOf, graph toolParts, plan-blocks, runner, extraction). Coverage: the native message is the unit (fork 3) with the call+result inseparability bond rule; view-line-less messages (markers, error results) are invisible to coverage and never checkpointed. Deletes: chat-transport, projection, ui-message, their tests (ported to tests/session-core.test.ts), and the ai + @ai-sdk/react dependencies — the Vercel SDK is fully out of the tree. Wire pins in chat-flow rewritten onto the AgentEvent dialect (eventsOf parser). Gates: tsc clean, 994/994 tests, eslint clean, build green; live smoke on PORT=3004 (verbatim wire → native record). |
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7ab47d4fcb |
Wave B: the native message record — input events, projection, adapter death
The chat record is now pi-native agent history (LhMessage[]), the AI SDK's
UIMessage transcript contract is gone from the server, and every client turn
arrives as ONE explicit input event.
Core (new):
- src/core/native-messages.ts — the LhMessage taxonomy (user/assistant/
toolResult + lhMarker customs: verdict, probe-handoff, subagent-steer,
subagent-abort, plan-block), constructors, and toLlmMessages — the single
model-facing seam (convertToLlm): strips ids, flattens markers to user
text, drops UI-only plan-blocks, synthesizes INTERRUPTED results for
dangling aborted calls, never throws.
- src/core/projection.ts — projectNative: the one-way native → UIMessage
projection (consecutive assistant+toolResult runs group into one
assistant view message; toolResults attach backward by toolCallId;
markers project to data parts; plan-blocks splice after the last
successful plan_init). Every existing consumer reads through it.
- src/core/input-events.ts — the ChatInput union (text/answer/verdict/
continue), parseChatInput validation, and inputAppends (answer targets
the dangling question call or 400s; verdict = optional note user
message + native verdict marker).
Server:
- chat-handler.ts — the turn root takes {chatId, input}; write-ahead
persists input appends + claimed steers before the turn; claimSteers
coalesces the whole queue with the handler's steerDelivered filter as
the dedupe seam; teacher-vs-prober branch on hasProbeDone.
- turn-service.ts — persistTurn stamps ids, drops clean question
placeholder toolResults (the record ends at the unanswered call),
emits plan-block markers idempotently (plan-blocks.ts rewrite), and
persists abort partials.
- ui-stream.ts — PiTurnSpec takes the native base; the wire dialect is
unchanged. jobs.ts steers are native markers (steer_<jobId> dedup ids);
waitForIdle reads danglingQuestionOf. teacher-agent.ts wires
convertToLlm: toLlmMessages. record-adapter.ts DELETED wholesale.
- GET /api/chats/[id] serves messages: projectNative(record.messages).
Client:
- chat-transport.ts — the 409 retry is IDENTITY (re-POST the same event
body after the turn settles — the event was never persisted
pre-acceptance; the merge logic is gone). The transport consumes the
stashed input event via prepareSendMessagesRequest and throws loudly on
a missing stash.
- chat.tsx — every send call site stashes exactly one ChatInput event
(text, answer, verdict, continue) before invoking the SDK send.
Tests: full native migration (chat-flow rewritten to input events and
native record pins; jobs/extraction/demos/graph/usage/plan-blocks/
probe-done/reattach-transport converted; record-adapter.test.ts deleted;
chat-transport tests pin the identity retry). 982/982, typecheck, lint,
build all green.
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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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401a21e83f | teaching methodology: theory doc + step-unit teaching loop + minimal-tree planning + click-as-collapse philosophy (owner theory, 2026-09-24) | ||
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4d5b38b540 |
fix(runner): the BYOK refusal steers — a dispatched job is never stranded
The BYOK refusal path (engineFor came up empty) only flipped the job record to error and returned: no steer. But the teacher had already dispatched — the ack promised a result as a new message — so the lesson stalled at the dock card with the turn over and the teacher waiting forever on a brief that would never arrive. Every other failed job steers (the research/demo/visual/pdf catch paths all deliver the kind's failure shape through finishJob); the refusal now follows the SAME convention: - record the honest error (envelope wording + missing tier) WITHOUT flipping status — finalizeJob owns the terminal flip after delivery; - build the kind's failure result (Research failed:/FAILED:/PDF failed: shapes the isSubagentFailure heuristics read) and steer it through finishJob, so the wake pipeline resumes the lesson and the teacher reads the refusal and tells the learner. Also cleaned the stale engineFor doc (the model-slots-era block still said 'factory-pin chain ... absent → config pins' — two comments had accumulated on the field; merged into one BYOK-accurate block). Platform's refusal test pinned the old no-steer semantics; updated to assert the new convention (steer delivered, record flipped by finalizeJob after). The other piEngineFor callers (teacher-agent, pi-run, visual-maker, pdf-reader) are deliberate honest-thrower fallbacks (opts.engine ?? piEngineFor(role)) — missed-injection detectors, kept as-is. |
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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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ed264c936d |
feat(search): web_search onto the injected port — Google CSE retired, research honestly disabled
Chunk A of the search port wave (2026-09-20), per master's assignment: - web.ts: the Google Custom Search backend is gone — web_search now runs on the core search port (SearchProvider), injected as a dependency (import law: the tool never imports server code). createWebTools(search) resolves the LIVE provider fresh per call; null = the honest unavailability string (no silent fallback, owner decision). web_fetch unchanged (needs no engine). - runner: JobRunnerDeps.searchProvider — the server composition threaded into the researcher; jobs already in flight when a key disappears still fail honestly through the same seam, never crash. - jobTools: the research dispatch tool DROPS from the teacher's registry when ctx.searchAvailable() is false (owner decision: registry-level drop — the model never sees the tool, no doomed dispatch, no error card). Absent seam = available (tests). chat-handler injects server/searchAvailable + searchProvider. - tests: stubFetch (the Google wire stub) retired; jobs.test.ts threads a recording stub provider through all four research runners and asserts the scripted query hit the port; new web-search.test.ts covers the factory contract (null → honest string, hits, error strings, fresh resolution, web_fetch independence) + the registry drop matrix. Gates: typecheck, 793/793 tests, lint, build — all green. |
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f9e3a4c43d |
feat(models): strong/cheap/vision model slots + multi-provider engine federation
Model slots wave (2026-09-20), chunk B:
- settings: new `models` section {strong, cheap, vision} slots (each
field independent, same shape as a role override); ROLE_SLOT maps all
nine roles to tiers (strong=prober+teacher, cheap=researcher/
demoBuilder/extractor/auditor/labeler, vision=visualMaker+pdfReader);
resolution chain per role: override → slot → factory pin.
- config: ModelSpec gains provider (all pins openrouter, the BYOK
default); MODEL_PINS in stores.ts now spans all nine roles (the strong
slot's factory rep IS the prober pin).
- engine: piModels() registers EVERY builtin provider catalog;
piEngineForSpec(resolved spec) is the new engine factory (pi-ai
resolves per-provider keys from env itself); piEngineFor stays as the
config-pin fallback. chat-handler resolves the conversation chain
(chat override → strong slot → pin) and injects engineFor into the job
runner, closing the old gap where per-role overrides never reached
job engines.
- /api/models: models federate ONLY keyed providers (providers surface
with keyPresent, env-wins, fresh per call); slots (resolved tier pins)
join rolePins; catalogDefaultsFor inherits the strong slot; the models
settings section gets the same catalog gate as chat.
- pricing: PRICES/CONTEXT_LIMITS uniformly keyed provider:id
(regenerated from ALL pi-ai catalogs, 1354 keys); usage stamps
(TurnUsage, JobUsage, extraction stages) switch to provider:id —
owner decision: no legacy compat, old stamps render unpriced.
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1b9122c88b |
fix(pdf): split pagesRead from pagesConsulted — the honest badge count
Live-smoke follow-up the user approved (2026-09-19): the GEB read showed
"78 pages consulted" when the reader genuinely READ ~12 - pdf_search hit
snippets inflated the count. PdfResult now carries both:
- pagesRead: extract/render output entered the loop - the honest count
the badge and brief footer show ("read N pages", "Pages read: ...").
- pagesConsulted: every page whose content entered the loop, search-hit
context lines included - unchanged, still the citation audit set (the
reader's instructions still say "Pages consulted: N, N, ..." and the
footer still lists it when it exceeds the read set).
The unread-finish gate deliberately stays on CONSULTED: search hits are
genuine consultation (anti-fabrication duty), so a search-only brief is
honest and must deliver - pagesRead is a reporting refinement, not a
delivery gate. Pinned by the search-only faux test (read [], consulted
[1], delivered).
UI tolerates pre-split persisted records via ?? fallbacks (old steers
lack pagesRead).
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7a3e19e95f |
feat(sources v1): the agent locates files itself — ls/find/grep + tool-call cards
User pivot (2026-09-19): no attachments UI at all. Pasting paths is native for technical users and alien for everyone else - so the agent gets the tools to find what the learner merely NAMES. The learner communicates in messages; the agent locates and reads. Zero cross-stream seams: paths already live in tool parts, so the sources "list" is the transcript. - ls/find/grep: pi-verbatim schemas, descriptions, and output formats (fd's glob semantics, rg's path:line: match format, pi's truncation notices), ported to pure Node - no binaries, no shell-out, read-only by construction. Deltas from pi: home-anchored resolution (the harness has no cwd), .gitignore replaced by hard noise exclusions (node_modules/.git/Library/.Trash), 10s walk timeout with partial results. - read: description swapped to pi-verbatim (doctrine moved to the prompt); relative paths now resolve against the learner's home like the rest. - prompts/shared/05-learner-files.md: one minimal doctrine fragment composed into BOTH agents (composeInstructions grew a shared/ dir, before the agent's own fragments). teacher/30-jobs.md keeps only the pdf-dispatch addendum. - ToolCallCard: the generic quiet tool-call card the user specced - collapsed one-liner (tool name + headline argument), expandable to full input/output, errors red, image payloads never render. Registered for read/ls/find/grep. - ui-message.ts: TeacherUITools entries for the four tools (mechanical). - tests: fs-tools suite (glob semantics, pi formats, exclusions, limits), registry/card renders, shared-fragment composition pins, tool-registry key updates, read re-anchor. |
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9a90dd51d9 |
feat(T2b): sources v0 — read tool + pdf-reader sub-agent
Learner source files, on the teacher's own terms (nothing auto-injects): - read tool (src/agent/tools/read.ts): pi-read port — path/offset/limit, 2000-line/50KB truncation with use-offset continuation notices, image files (jpg/png/gif/webp/bmp) returned as native image content parts (new LhToolImageResult escape hatch in lh-tool.ts). Always-on in both the prober and teacher registries (user-decided 2026-09). - pdf-reader sub-agent (JobKind 'pdf', toggleable, ack-and-steer): triage via pdf_info (pdfjs text layer: per-page text/image/math-density), targeted pdf_extract, regex pdf_search (hits count as consultation), and pdf_render — pages painted by pdfjs onto a canvas shim in headless Chrome (the pdfium viewer doesn't paint headless), screenshot fed back image-in-the-loop (visual-maker idiom, providerSafePng applied). The unread-finish gate bounces a zero-consultation brief once. Teacher gets a text brief with page citations only; renders never leave the loop. - MODELS.pdfReader = qwen/qwen3.8-flash (user override 2026-09-19: the look-at-renders workload wants the vision-proven model; catalog listed glm-5.3-flash as image-capable but qwen is the known-good daily driver). - UI: PdfCompleteBadge + PdfBriefCard (steer-card, job-card), dispatch card + activity-dock kind entries (type-forced, flagged for UI review). - Prompts: 'Learner source files' section in teacher/30-jobs.md; read line in prober/10-probe-doctrine.md. Doctrine rides tool descriptions per the self-contained-tools principle. |
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cab1632c74 |
feat(T2a): tool-toggle seam + phase-based question principles
Part 1 — tool availability (the settings seam, machinery generic): - core/pending.ts: TOGGLEABLE_TOOLS (today: research, demo, visual — the model-facing tool names), EnabledTools = the JSON-native seam shape Partial<Record<string, boolean>> (absent key = enabled, so old records behave exactly as today), filterEnabledTools shared helper. quiz/ask_user_question are always-on FOR NOW (user-decided); the filtering is generic so future toggleables (question-tool variants, the read tool, …) need no factory change. - createProberTools/createTeacherTools take enabled?: EnabledTools; the composition root (chat-handler, Platform's lane this wave) passes the resolved settings through. probe_done is re-added after the filter — always-on by construction (it ends the phase; a prober that can never conclude is a lockout). - Prompts stay STATIC under toggles this wave (user-decided); standing principle recorded: tools ship self-contained usage guidance in their descriptions; system prompts reference only always-on tools. Part 2 — phase-based question-writing principles (user-locked wording, drafted with the user over three iterations): - NEW teacher/21-question-principles.md (composes after 20-teaching): answerable-by-reasoning-from-the-session (the fairness rule that filters unanswerable questions without forbidding visible answers), never-just-reciting-your-words-back, PREFER problems that apply the knowledge (preference, not hard rule — honest recall is the fallback, not the habit), catch-confusion-early-and-nameable (wrong options as real misconceptions), answer-is-signal-not-verdict. - prober/10-probe-doctrine.md: 'no rush' retired; quick-measurement directive in — every question moves an edge (bracket, narrow, or characterize); a bracketed strand is done. Tests: TOGGLEABLE_TOOLS pin, prober/teacher filtering (absent = full, false drops exactly that tool, probe_done survives), prompt pins (the principles compose verbatim into the teacher prompt, the no-rush framing is gone from the prober). 547/547, typecheck/lint/build green. |
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487f5d4cea |
wave 1 (platform stream): background-observability accuracy + owner-driven follow-ups
- observability: liveness-gated stale-job recovery, extraction run registry on globalThis with explicit 'embedding' phase, /api/jobs force-dynamic, client refresh nudges at every seam - headless: providerSafePng canonicalizer (multi-IDAT Chrome PNGs → single-IDAT) fixing qwen 400s - composer: Enter routes through pure enterAction — accepts a pending plan verdict (owner decision) - markdown chrome: session-scoped mermaid overlay + md-blocks component set + pan-zoom math, corner-copy (clipboard grant in electron main), math/table/code block fixes, heading weight 900 543/543 tests; typecheck/lint/build clean |
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597b3f43e1 |
fix: wake-turn steer delivered twice — claimSteers re-claimed the steer the pump's request already carried
The wake pump fires its turn with the steer INSIDE the request body but dequeues the queue entry only after the turn returns 200 — so the entry is still queued when the handler claims. The record doesn't carry the steer yet (write-ahead persist hasn't run), so claimSteers claimed it a SECOND time and the handler appended it: outgoing = [...body, ...claimed] held two copies of the same deterministic steer id, and the write-ahead persist saved that for the whole wake turn. The client's adoption poll rendered both -> React duplicate-key warning (steer_ctx_<chatId>). withMessageIds deduped only at onFinish, so the final record looked clean. Fix: claimSteers(chatId, incoming) — a queued steer whose id is already in the turn's incoming list is being delivered BY this very turn: finalized and resolved, never appended again. |
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740293c361 |
feat: custom message types for system turns — wake and verdict messages
The custom-message scheme (user-decided 2026-09-12): system-authored
user-role messages are NOT human messages — they carry marker data parts
only, the adapter owns their model-facing wording, and the UI renders
them under control. Nothing fake is ever persisted as human speech.
The inventory (all migrated):
- probe→teacher handoff wake: was a text-bearing user message rendering
as a fake user bubble; now data-probe-handoff marker-only — the
adapter flattens it to HANDOFF_TEXT (core/contracts/chat.ts), the UI
renders a quiet 'Preparing your plan…' system line.
- plan accept/decline: was boilerplate text ('The plan is accepted…',
'I'd like the plan revised…') masquerading as learner speech — the
decline wasn't even marked; now data-verdict {accepted, at} on its own
message, adapter flattens to verdictText(), UI renders the quiet
verdict marker ('✓ Plan accepted' / '↻ Plan revision requested').
sendVerdict sends TWO REAL MESSAGES when the learner typed a note
(the note as a genuine user message, then the verdict) in ONE turn
via setMessages + sendMessage() — no 409 dance, no double teacher turn.
- sub-agent steers: the abort steer gains its data-subagent-aborted
marker part; the UI keys steer rendering off PARTS (artifact/aborted),
not metadata — metadata stays as pump mechanics only.
- record-adapter: systemTextOf() flattens marker-only messages; steers
keep their text (payload — briefs are content, not boilerplate).
phases.ts: plan→teach advances on data-verdict{accepted:true} only;
learner text alone can never sanction teaching (pinned). data-plan-
accepted retired, no back-compat (user-decided: wiped-data doctrine).
Pinned: record-adapter.test.ts (verdict/handoff flattening, note+verdict
order, steer payload kept, UI-only parts skipped), phases.test.ts
(verdict marker semantics, out-of-order, text-never-fakes), jobs.test.ts
(abort marker part), demos.test.tsx (badge renders off the part, not
metadata).
Live GLM smoke (disposable driver, deleted): probe→conclude→wake→plan→
decline-with-note (revised, still plan)→accept-with-note (teach) — ALL
CHECKS PASS, including marker-only handoff/verdict on the wire and zero
fake human speech in the transcript.
Gates: tsc, lint, build, 335/335.
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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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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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17ed37a471 |
feat: abort sub-agent jobs (real kill) + runner usage capture into JobRecord.usage
Wave 4 (agent-side observability + control), reconciled with the dock contract (master relay 2026-09): - abortJob in src/server/jobs.ts, exported through the server barrel for POST /api/activity/abort (master's thin route): fires the job's AbortController (real kill — the in-flight model call aborts, not just the next loop check), drops any queued result steer, flips the record to error "Aborted by learner" + activity "aborted" synchronously, and queues a one-line abort steer (buildAbortSteer) through the same wake pipeline so the teacher's promise doesn't hang in the lesson. Shares the result steer's deterministic id space, so abort + racing result can never both deliver (steerDelivered dedupe). - Abort registry (src/agent/subagents/aborts.ts) on globalThis, mirroring the wake pipeline's module-state pattern; runner registers/unregisters per run, so the route's module instance sees the loop's controller. - Runner usage capture: LoopContext (abortSignal + onUsage) threads into all three kind loops; per-step usage folds via accumulateJobUsage into JobRecord.usage (model from config MODELS, absent-never-zero), flushed in runJob's finally so an aborted job's money record survives the kill. - Contracts: JobUsage token fields optional + lastStep (most recent call's accounting, for the dock's per-blob context line vs CONTEXT_LIMITS); SubagentResultMeta.aborted; AbortSteerMessage; buildAbortSteer; SteerMessage union generalized. - demo-builder/visual-maker accept abortSignal + onUsage (visual folds generateText usage per iteration). - stillRunning/finishJob/jobContext guards: an aborted job is never overwritten by the runner (terminal no matter what the wake does); failJob and the pump's finalizeJob keep the flip. - UI: abort steer renders a quiet aborted chip (job-aborted-badge). - Prompt 20-jobs.md: one line about aborted jobs. Tests: accumulateJobUsage folds (undefined-preservation, lastStep), runner usage capture, real-kill abort (sync flip, silent unwind, abort steer wakes), usage-so-far survives the kill, aborting a delivering job drops the queued result steer, outcome reasons, abort-chip render. 330/330, typecheck/lint/build green. |
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2535d7ad35 |
fix: defer the jobs settle-sync until the turn is over (coalescing follow-up 2)
With continuation coalescing, a job flips done at CLAIM time — while the learner's own answer turn is still streaming. The poller's settle re-sync fired on the flip, swapping in a mid-turn record snapshot mid-stream; the steer after the assistant message broke the SDK's in-place continuation merge, and the streaming response landed as a SECOND message with the same id — duplicate React keys in the live transcript (the user's live test hit it; the record itself stayed clean). A settle during a busy turn (local stream OR server turnInFlight) now marks a pending sync; the first idle poll tick adopts the finished record. This also fixes the latent multi-job race: steer B settling while steer A's wake turn is in flight would have grabbed the same mid-turn snapshot. Out-of-lane surgical touch (flagged for master review): the wave-1 poller block in components/chat.tsx. |
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91ae2e137d |
fix: dedupe same-id continuation copies in persistTurn (coalescing follow-up)
With a steer coalesced into a quiz-answer continuation, the steer sits AFTER the assistant message being continued, so the SDK's onFinish list carries the input copy AND the extended response copy as two entries with the SAME id — persistTurn saved both, the jobs poller's syncFromServer imported the dup, and React keyed a single message twice (the user's live test hit it). withMessageIds now dedupes by id keeping the LAST occurrence — the SDK's final merge state (a superset of the earlier copy) — which also yields the right semantic shape: [user, steer, assistant(extended)]. Out-of-lane surgical touch (flagged for master review): turn-service.ts. Squashed the live session's already-corrupted record by hand (same dedupe). |
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e33b83ca2d |
fix: steer-delivery starvation — continuation coalescing (claimSteers)
The bug (seen live): a teacher that ends every turn with a new pending quiz keeps the wake pipeline's idle gates permanently closed — the steer sits in 'delivering result' forever while the learner answers check after check. - claimSteers (server/jobs.ts): the chat-handler claims every queued, undelivered steer the instant a client turn wins the turn registry, and appends it after the learner's answer — conversion-safe, the answered quiz carries its output. Every answer flushes pending steers immediately. - The pump keeps its post-idle duplicate-guard (re-check steerDelivered before firing), so a claim racing the pump converges to exactly one delivery either way. - The stale-job sweep now skips chats with a turn in flight (a healthy but slow wake no longer gets falsely re-queued as 'recovering'). - Out-of-lane surgical touch (flagged for master review): the 3-line handleChatRequest seam (claim after beginTurn, persist+stream 'outgoing'). - Verified live end-to-end on the stuck session: answering the pending quiz fired the steer + wake turn within a second; job flipped done/delivered. |
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2f8cf71f52 |
Wave 2: 409 merge-retry transport, dead pendingJob code, evidence-based timing, prompt-size guard
- components/chat-transport.ts (NEW): createChatTransport(chatId) — the chat.tsx seam is now a one-line swap. Its fetch turns a 409 on POST /api/chat (a learner send racing the wake pipeline's ~1s adoption window) into: wait out the in-flight turn (poll turnInFlight, 30s cap), refetch the record, MERGE the outgoing messages onto the fresh server list, re-POST. A bare retry would clobber the steer + wake messages via the write-ahead persist (steerDelivered makes that loss permanent) — merging is the whole point. Unit-tested: pass-through, wait+merge+reorder, dedupe by id, repeated-409 loop, bounded give-up. - src/core/pending.ts: findPendingJobCall deleted (dead since wave 1 — job tools resolve server-side with an ack, nothing pends client-side). JOB_TOOLS kept (runner.ts still uses it). Header doc rewritten. - src/server/jobs.ts: GRACE_MS 1500 → 750, with the evidence in the comment: the race window is only the learner's answer→POST flight (sendAutomaticallyWhen dispatches synchronously; ~10ms localhost, <300ms realistic RTT — 750 is 2.5× worst case) and misses self-heal via the pump's gate recheck, the 409 backoff ramp, and the new transport merge-retry. POLL_MS=400 kept (sampling granularity only). - tests/jobs.test.ts: prompt-size guard — every fragment ≤8k chars, composed prompt ≤60k — the README-leak class (815 bytes ≈ 200 tokens per teacher turn before wave 1's fix) can't silently recur. Gates: typecheck, 279/279 tests, lint, build — all green. |
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28ccc76594 |
fix: README.md leaked into the teacher's system prompt
composeInstructions loaded EVERY .md in src/agent/prompts — including README.md, the directory's human documentation, which rode into the system prompt as its own section (visible in OpenRouter logs, old POC paths and all). The loader now enforces the documented convention: only numeric-prefix fragments (\d+-*.md) compose. README.md stays in the directory as docs and can never reach the model again. README's rule text updated to match; composeInstructions exported for tests; regression test asserts the README never leaks and every numeric fragment composes verbatim. |
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2d7b004fda |
fix: live sub-agent observability — dispatch cards, steer artifacts, sidebar panel
The pi-style ack protocol (previous commit) left the client describing the
old world: artifact cards read the ack string as a result ("could not be
displayed"), the only job poller rendered on input-available parts that no
longer exist (so wake turns landed invisibly until re-navigation), steers
rendered as learner bubbles with no SVG anywhere, and server-persisted
assistant messages carried empty SDK ids (duplicate React keys).
- persistTurn (turn-service): fill empty message ids at the canonical write
— server-only messages (last turn's, wake turns') now key uniquely;
client-authored ids untouched.
- chat.tsx: ONE central /api/jobs poll (fast while jobs run, slow discovery
cadence, off for job-less sessions) drives every job surface, re-syncs
once when a job settles (the record already holds the steer + wake
response at flip time), and adopts server-side wake turns via the same
turnInFlight machinery as returning mid-turn. Steers branch to the
artifact card — never a bubble. Composer no longer gates on jobs.
- /api/jobs now reports turnInFlight alongside the job list.
- dispatch-card: the tool-call box — live activity by toolCallId while
running, quiet "delivered"/"failed" one-liner after; the ack is visible
observability, the artifact lives in the steer.
- steer-card: renders the delivered artifact by kind (research brief /
sanitized SVG / sandboxed demo iframe) from the data-subagent-artifact
part; result renderers extracted and exported from the artifact cards.
- sub-agents-panel: right-sidebar section above the plan tree listing
running sub-agents (kind, elapsed, live activity) — vanishes when idle.
- tests: dispatch/steer/panel render tests re-target the new protocol;
persistTurn id-hygiene suite. 229/229 green, build green.
Out-of-lane touches for master review: chat.tsx + components/** (cleared
this wave), app/api/jobs/route.ts, src/server/turn-service.ts, contracts
protocol doc §2. Live-verified on :3003 (full loop, SSR DOM checked).
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99fa3f0847 |
Pi-style ack-and-steer sub-agent protocol: dispatch mid-turn, steer via server wake turn
The job tools (research/demo/visual) switch from client-side turn-breaking calls to pi's model: execute resolves IMMEDIATELY with a fire-and-forget ack, the teacher's turn continues, and the result arrives later as an injected user-role steer message that wakes the teacher in a new server-side turn. - contracts.ts: THE ASYNC PROTOCOL rewritten (ack now, steer later); steer types (SubagentSteerMessage, metadata.subagentResult + data-subagent- artifact part), pure buildSubagentSteer/steerDelivered/isSubagentFailure - tools/jobs.ts: jobTools(ctx) factory — server-side execute creates the job (deduped by toolCallId), fires spawn with the dispatch-time input (the part isn't persisted yet at execute — a transcript scan would race) - runner.ts: runJob(jobId, input?) builds the steer and hands it to the injected deliver seam; pipeline owns the done/error flip (a polling client re-syncs once, at the end); failures still steer - server/jobs.ts (new pipeline): per-chat serialized queues on globalThis, idle gates (turn liveness + pending question, 1.5s grace), 409 retry with backoff, idempotent per jobId, stale-job recovery sweep (re-deliver or re-spawn); wake turns run through the same handleChatRequest composition via setTurnRunner injection - chat-handler.ts: wires runner+deliver+tools ctx; drops spawnTurnJobs from onFinish; teacher default registry = question tools only - plan.ts: PlanToolContext split out (plan tools need no job wiring) - visual-maker: edit_svg added (pi parity — exact-match single replacement, fuzzy context on a miss); researcher: pi's kept/dropped source accounting restored - prompts 20-jobs/40-demos: async discipline rewritten (announce and keep teaching, no waiting/polling/fabricating, parallel dispatch, teach with the artifact when it arrives) - tests: jobs.test.ts rewritten (dispatch ack mid-turn, runner steers, wake pipeline: deferral/409/idempotency/failure), demos.test.tsx runner tests ported to runJob + fake deliver; 222 green FLAGGED surgical touches outside the stream's owned files, for master review at merge: src/core/contracts.ts (protocol doc + steer types), src/core/ui-message.ts (job tool + data-part types), src/server/ chat-handler.ts (wiring), src/server/turn-service.ts (spawnTurnJobs retirement), src/agent/teacher-agent.ts (default tools), src/agent/tools/ plan.ts (context type split). Verified live on PORT=3003 with real models: teacher dispatched research mid-turn, researcher ran real searches/fetches, steer injected on quiz answer, wake turn wove the brief in citing its sources, job flipped done; a client/wake race correctly 409'd. |
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59e1fee850 |
Turn services + agent DI: chat-handler becomes the composition root (stage 4)
The chat turn is now composed, not implemented, by chat-handler.ts:
- src/server/turn-service.ts: one named, error-contained seam per turn
responsibility — buildTeacherContext (W8 read channel), persistTurn
(canonical state write), spawnTurnJobs (async protocol kick-off),
foldTurnIntoGraph (session→graph consolidation; the extraction-pipeline
stage swaps this body behind the same seam). Each takes its deps
explicitly; failures log one [chat <id>] line and never touch the
response.
- chat-handler.ts wires: storage ports (stores), the job runner, the
teacher tools (ctx = chatId + injected ChatStore), and the services.
It no longer contains any logic beyond request validation.
Agent layer now receives dependencies instead of importing them — a new
lint zone enforces it (src/agent never imports src/server or src/store;
verified to fire both ways):
- runner.ts: createJobRunner({ chatStore, jobStore }) factory returning
the spawn hook + the three job runners; the model-override test seam
stays module-level. Bodies otherwise verbatim.
- plan tools: persist through the ctx-injected ChatStore
(TeacherToolContext = { chatId, chatStore }).
- teacher-agent's dependency-free default registry is now the true
client-side set: questionTools + jobTools (jobTools was ctx-parameter-
shaped but never used its ctx — now honestly context-free). Production
always passes createTeacherTools({ chatId, chatStore }); tests that
drive a bare mock model get the client-side set unchanged.
Zero behavior change: tsc clean, 190/190 tests, eslint clean, production
build clean. Tests inject the same fs ports the chat-handler does.
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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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df16750560 |
W2: async job infra + researcher sub-agent
- src/store/jobs.ts: per-job JSON store in data/jobs (create/get/update/list, dedup by toolCallId) - src/agent/tools/jobs.ts: research tool — client-side (no execute), turn ends at the call; input per contracts ResearchToolInput - src/agent/tools/web.ts: server-side web_search (Google CSE) + web_fetch (Readability/Turndown/linkedom, Jina fallback) — errors return as strings, never thrown into the agent loop. Deps: @mozilla/readability, linkedom, turndown (+@types/turndown dev) - src/agent/subagents/researcher.ts: isolated ToolLoopAgent (web tools only, 12-step cap), researcher prompt ported from pi - src/agent/subagents/runner.ts: spawnPendingJobs hook + runResearchJob — fire-and-forget, activity line per tool call, fulfills the part in the LATEST chat record (output-available) before flipping job status; failure still fulfills the part so the teacher learns the outcome - src/server/chat-handler.ts: onFinish spawn hook after saveMessages - app/api/jobs/route.ts: GET ?chatId= polling endpoint - components/artifacts/job-card.tsx + registry entry: polling activity card (2s) → syncFromServer on finish; research-brief card (markdown + sources) - src/agent/prompts/20-jobs.md: research doctrine for the teacher - tests/jobs.test.ts: store CRUD, spawn hook via scripted mock teacher, runner completion/failure with fake model + stubbed fetch |