Commit Graph
82 Commits
Author SHA1 Message Date
amosblomqvist d2d159d8ae isError results replace thrown ToolInputError (pi 1.0 convention)
Authoring refinements (quizInputProblems, nodeId checks, ask/explain
refinements, submit-agent pipeline laws) now return invalidInputResult —
same model-facing failure and retry semantics pi minted from the throw,
but details keeps {tool, problems} as data instead of the throw path's
empty {}. ToolInputError deleted; wire shape unchanged (verified against
pi's own thrown-error conversion in agent-loop).
2026-10-04 20:21:10 +03:00
amosblomqvist d6450e260a push architecture slice 5: extraction/practice registries announce activity-changed; dock subscribes (debounced) — the adaptive poll and every chat-view dock nudge retire 2026-10-02 17:31:35 +03:00
amosblomqvist d8cca61d1d partitioner fix: chain ids lead every rendered line
The partitioner was told to reference chain ids, but no rendered line
ever showed one — chainLine emitted bare 'premises → conclusion', so
the model re-typed whole rendered lines into submit_partition and every
call failed 'unknown chain ids' validation (owner live report,
2026-09-30 evening). The generator's YOUR TARGET block had the same
blindness.

- chainLine now leads with the chain's id: [arg_x] n_a, n_b → n_c;
  a bare proposition repeats its own id ([n_y] n_y (no premises)) —
  mechanically teaching that its chain id IS its proposition id.
- PARTITIONER_INSTRUCTIONS rewritten to chains-primary vocabulary
  (was still 'follows-edges, bijective re-encoding' — pre-chains
  framing) with the id-only doctrine and singular propositions
  first-class.
- partitionSchema/problemSchema gained field descriptions: ids
  VERBATIM, never re-type, never invent.
- Generator OUTPUT bullet + target-block header say the same.

Design ruling en route: partitioner stays an LLM partitioning chains
(deterministic partitioning and propositions-as-targets both
considered and declined by the owner).
2026-10-01 23:56:34 +03:00
amosblomqvist 91341a93da digest-aware serialized extraction + chain simplification replace the spine stage
Owner live-test verdict on the spine (2026-09-30): no perceptible gain —
the real problems (restatement nodes, shallow re-derivations, same
conclusion from many angles) are mint-time issues a post-hoc chain
minter cannot fix. This arc moves assembly INTO the extractor and adds
the deterministic dedupe the owner specified:

- Digest-aware extraction: each stretch's extractor prompt carries THE
  GRAPH SO FAR (its own source's merged propositions + chains, ids
  verbatim); build on existing ids instead of restating, lean on
  established conclusions as premises. Mixed-namespace chain endpoints
  (fresh p-ids OR existing n_-ids) validated at the submit seam.
- Serialized per source: a source's batches/chunks run strictly in
  order (each extract reads every earlier merge); cross-source runs
  stay parallel; source-wide abort stops the loop. The spine stage,
  role, phase, usage stage, cost row, and setup roster are gone.
- Core-ideas prompt: goal reframed as uncovering core ideas and showing
  how everything derives from the foundations; direction upward, prefer
  lean derivations, never re-derive what the graph already holds.
- Chain simplification (merger maintenance): simplifyChains drops
  provably redundant chains at every merge — prefer-fewest-premises +
  ancestry-cover ([A,B]⟹X with [X,C]⟹Y covers [A,B,C]⟹Y, transitive);
  same-key provenance lines drop together; rewriteLedgers under the
  audit lock; droppedChains counted separately in stats.

Chunk budget stays 8192 (owner: keep for now, maybe lower later).
2026-09-30 17:44:37 +03:00
amosblomqvist 52c02533d1 extraction: the spine stage — cross-stretch assembly between extract and audit
Per-batch pipeline is now extract → spine → audit → merge (owner order,
2026-09-30), the spine inside the serialized audit section so it reads
the graph exactly as the following audit will. Measured motive: 0 of 133
chains in the live corpus crossed a stretch boundary — no stage minted
cross-stretch chains.

- src/agent/subagents/spine.ts: SESSION/NOTES spine preambles + shared
  SPINE_CORE (span doctrine; extraction doctrines carried over), the
  submit_spine TypeBox schema, validateSpine (mechanical span law: every
  chain touches >=1 fresh endpoint AND >=1 existing digest endpoint;
  unknown ids, self-reference, and id collisions are loud), the digest
  prompt builder, and the runner (strong tier, retry-only).
- extraction.ts: 'assembling' phase, spine stage in the per-need gate,
  usage/billing stage, assemble() inside withAuditLock for both front
  doors; first stretch of a source skips the call (empty digest, no
  spend); the audit sees COMBINED propositions (chunk + connectives),
  never chains; merger receives the combined findings.
- core/graph.ts mergeFindings: chain endpoints resolve through the
  job-local map OR pass through verbatim as existing n_ ids (the spine's
  mixed namespace).
- EXTRACTION_CORE: steps-of-reasoning selection bar (examples, notation
  glosses, and restatements that no argument needs are not steps).
- Factory chunk budget 4096 -> 8192 (fewer seams, more local context).
- healStringifiedArrays moved to the shared submit seam (submit-agent.ts).
- Cost panel: Assembly row; usage records carry a spine stage (optional
  on legacy records).
- Tests +5: prompt pins, span-law matrix, digest rendering, seeded
  end-to-end flow (spanning chain + connective, verbatim n_ endpoint,
  spine billed as its own stage), non-spanning refused + retried.
2026-09-30 16:38:45 +03:00
amosblomqvist 5ed724c224 extractor: standalone/entailment/selection doctrines in EXTRACTION_CORE
Data analysis of the five-source corpus (490 nodes, 244 chains) found
three pathologies the goal-first core let through:

1. Narrative-adjacency chains — premises that occasioned rather than
   entailed conclusions (concentrated in the polemical sources).
2. Session-scaffolding minted as knowledge — the source's own axiom
   numbering (A1/F2/UT2), arc labels ('the crux') persisted as nodes.
3. Full-discourse volume — glossary and argument-arc material at equal
   rank with load-bearing ideas (~200 nodes per source).

Three doctrine lines, same terse register as the core:
- entailment is the only link that earns a chain; historical/narrative
  connections keep their pieces as bare propositions or drop them
- load-bearing ideas only (what a reference on the subject would teach)
- propositions must stand alone for a reader who never saw the source;
  no leaning on the source's own scaffolding

Substring pins for all three; shared by session + notes extractors by
construction.
2026-09-30 05:36:28 +03:00
amosblomqvist a2cb1447f7 docs: chains-primary reality in architecture.md + README; two stale comments fixed
- architecture.md section 6 rewritten: stored truth = propositions + chains
  (chains.jsonl); deriveView as the lossy image (implication nodes +
  untyped arrows, rebuilt per read); the bijection framing (independent
  arguments for one conclusion stay distinct — the corruption the edge
  store invited); new deletion-semantics paragraph (proposition death
  cascades to every referencing chain; arg_ death = one argument);
  supports retirement stated plainly; auditor's propositions-only scope;
  clusters stated as birth-session partition truth (no Louvain claim)
- section 7 practice chain model: stored-chains inclusion law replaces
  follows-edge grouping; chainsToGraph bijection claim deleted
- README: graph clauses (stored chains, derived view, chain dedupe),
  practice clause, ledger inventory, and two long-stale line-5 claims
  (ledger events, semantic top-K) corrected
- contracts/graph.ts GraphSnapshot comment: Louvain claim replaced with
  birth-session truth; extraction.ts comments no longer narrate the
  dead expandFindings/chainsToEdges seam
2026-09-30 03:27:10 +03:00
amosblomqvist 4985b6f9fa chains-primary: stored chains replace typed edges; edges become a derived view
Owner rulings 2026-09-30: reasoning chains are the stored truth; the graph
canvas renders a lossy derived image. No migration, no backcompat — old
graph data was wiped.

- contracts: GraphChain (arg_-minted id, premises, conclusion) replaces
  typed edges; GraphEdge survives only as the untyped derived arrow;
  GraphSnapshot carries stored chains; supports edges retired entirely
- store: chains.jsonl ledger (edges.jsonl purged at load alongside legacy
  events.jsonl); readChains/appendChain seam; merge dedupes by
  (sorted premises, conclusion), re-assertions append under the same arg_ id
- core: deriveView mints implication nodes (name ⟹, statement via
  formatChainLine) plus premise→imp→conclusion arrows; clusters stay
  proposition-only (birthSessionPartition); chainsForSelection now groups
  STORED chains (chain rides iff every member selected) — independent
  arguments for one conclusion never union; chainsToGraph/chainsToEdges die
- extraction: extractor submits chains natively (expandFindings deleted);
  auditor receives propositions only; supports fan-out gone
- deletion: full death of a proposition kills every referencing chain;
  arg_-prefixed node deletes kill that chain; chainsRemoved stats
- UI: every arrow renders the ⟹ double shaft; supports toggle + thickness
  slider and detail-card edge sections deleted (card keeps name +
  proposition); chain table + practice pipeline read stored chains
- tests: 1188 green across the new seams
2026-09-30 03:22:52 +03:00
amosblomqvist a3aabb3a57 extractor redesign: chains are the deliverable (owner-approved, goal-first) 2026-09-30 02:09:25 +03:00
amosblomqvist 06032769d2 practice: the learner's creation note — optional free-form input carried to partitioner + generators (owner, 2026-09-29)
- dialog: optional 'Anything else?' textarea (typing-only, 2000-char mirror)
- API: body gains note? — trimmed, whitespace-only omitted, hard 400 over 2000
- pipeline: note persisted on the set and threaded to both agent stages
- agents: THE LEARNER'S NOTE prompt block (present only when set) + the
  weighed-never-owed stance pinned in both doctrines
- fix en route: doubled THE PARAMETERS heading in both prompts since slice 3
  (renderParams owns the heading; the literal blocks removed)
2026-09-29 22:16:28 +03:00
amosblomqvist cf0ec4a2f0 practice UI round — top bars + sidebar reopen, one-attempt per-problem submit with instant reveal, score-only grading (owner 2026-09-29) 2026-09-29 21:54:32 +03:00
amosblomqvist ddce919f9b practice live-test fixes — scroll containers, session math delimiters, header guidance, sweep heartbeat (owner live test 2026-09-29) 2026-09-29 21:03:46 +03:00
amosblomqvist 88eb4b2ec0 practice restructure — per-problem jobs + ONE shared background-LLM pool (owner ruling 2026-09-29)
Rulings: each problem generation is its own visible dock job (the
extraction per-chunk pattern), and practice shares extraction's
semaphore — one process-wide 3-permit pool for ALL background LLM
jobs; total background LLM concurrency bounded at 3.

A. SHARED POOL: new src/agent/subagents/bg-llm-semaphore.ts —
   globalThis __lhLlmSlots, PERMIT_COUNT 3 (the ruling), the
   fresh-take/handed-off-permit deadlock discipline preserved for
   BOTH callers. extraction.ts's withExtractSlot is now a thin
   wrapper (job-row signal → withBgLlmSlot); __lhExtractSlots and
   __lhPracticeSlots both die. The partitioner now acquires a permit
   too (it's a background LLM job — it didn't before).

B. REGISTRY ROWS: the aggregate setId:generation / setId:grading rows
   are replaced by setId:partition (phase partitioning, label
   'Partitioning — title'), setId:gen:problemId (queued→generating,
   'Problem i/N — title'), setId:grade:problemId (queued→grading,
   'Grading i/N — title'). Each row carries its OWN abort controller
   and its OWN usage (one PracticeStepLog per row — the aggregate
   partitioner/generator/grader folding dies). Row key = feed id =
   abort key (the dock dup-key law).

C. ABORT SEMANTICS: abortPracticeRow(key) routes by shape — gen row:
   THAT problem only (error 'Aborted', siblings continue, set settles
   ready with one errored problem); partition row: the whole run;
   grade row: that grade drops (answer kept, re-submittable).
   abortPractice(setId) composes from row aborts + the synchronous
   persisted marks (a set-abort's verdict stands before the settles
   re-read it — the settle step keeps an existing error status).
   /api/activity/abort kind practice now takes the ROW key (charset
   admits ':').

D. FEED + DOCK: ActivityPractice/FeedPractice carry per-row identity
   (id = row key, problemIndex/problemTotal); dock blobs render per
   row, labels carry the i/N; the aggregate row is gone.

E. Boot sweep unchanged at set grain; the live-row check is now a
   key-prefix scan (any live row of the set protects it). The
   updatedAt heartbeat covers the new row scheme as-is.

Tests (20 in the pipeline suite): per-problem row shape/uniqueness/
i-N labels (partition row frozen behind a gated partitioner; per-row
usage ISOLATION pin — b's log never shows on c's row); abort-one-gen
(sibling completes, set ready with one errored problem); partition-
row abort; queued grade-row abort (dead-ticket path: answer kept,
re-submittable, sibling lands); shared-pool identity + contention
(practice queues behind extraction-style holders); registry/dock
feed mapping. Test isolation hardened: unique per-store set ids,
afterEach registry/lock/pool reset (a timed-out test can no longer
poison the rest).

architecture.md: jobs-pattern paragraph rewritten (per-problem rows,
shared pool, abort routing).

1149/1149, tsc 0, lint 0, build 0.
2026-09-29 20:42:33 +03:00
amosblomqvist 25cc2a238a practice — formatting doctrine for generator + grader (owner-approved 2026-09-29)
Prior state: zero formatting guidance anywhere in the agent module —
models wrote prose-only by default.

GENERATOR_DOCTRINE Part III gains the FORMATTING bullet (after the
THE PARAMETERS bullet, before PREVIOUS PROBLEMS): statement, solution,
and rubric render as full Markdown — math always LaTeX (inline $…$,
display $$…$$), code/pseudocode/formal systems in fenced blocks with
a language tag, identifiers inline as `code`, tables for parallel
structure, lists for enumerations; prose-only renderings of
mathematical or structured content are a defect.

GRADER_INSTRUCTIONS gains the feedback-formatting paragraph (before
the OUTPUT section): full Markdown, LaTeX math, fenced code, lists/
tables where they carry structure — teach the boundary in properly
formatted prose, not plain text.

PARTITIONER gets nothing (machine-shaped output).

Tests: substring pins on the exported doctrine constants — the exact
FORMATTING sentence + ordering (after presentation, before previous
problems), the exact grader paragraph + before-OUTPUT ordering.
Architecture.md §7 one clause (the formatting doctrine in the
generator's prompt inventory).

1144/1144, tsc 0, lint 0, build 0.
2026-09-29 20:21:12 +03:00
amosblomqvist 8d39f3717c practice bug fix — the boot sweep stamped a LIVE run (owner live test 2026-09-29)
Owner report: created a set, 'Interrupted (server restarted)' showed
on list + set views, generation proceeded and overwrote it. The
sweep's 'generating + no registry row' test had a false-positive
mode: it ran at EVERY pipeline instantiation, and an instance could
evaluate against a registry whose fresh row it couldn't observe.

Three guards, per ruling:

1. HEARTBEAT: ProblemSet.updatedAt? (contract + doc) — bumped on
   every store write; createSet stamps it = createdAt; saveSet
   re-stamps (validator tolerates absence for legacy rows).

2. ONCE PER PROCESS: the sweep guards on globalThis
   .__lhPracticeSweepDone — no instance re-evaluates after the
   process's first sweep.

3. GRACE WINDOW: only sets whose heartbeat (updatedAt ?? createdAt)
   is older than 120s are stamped. A live run saves at every phase/
   problem transition, so it is structurally unreachable; a true
   orphan is minutes stale at next boot. One [practice <id>] log
   line per stamped set (the extraction/jobs console.error idiom).

Tests: stale orphan stamped; FRESH generating set untouched (grace);
once-guard (second factory instantiation never re-sweeps); live-row
protection re-armed via resetSweep() test seam; store pins for
updatedAt birth-stamp + re-stamp + legacy tolerance. Architecture.md
sweep sentence updated (once-per-process + grace semantics).

1142/1142, tsc 0, lint 0, build 0.
2026-09-29 20:19:46 +03:00
amosblomqvist e92679254d practice — discretized parameter axes: named levels, never a number (owner-approved 2026-09-29)
Contracts: LadderRung 0-4, CueDistance 0-2, Presentation theory|
application; PracticeParams carries the three named levels. Doc
comments hold the three definition tables verbatim (rung names +
definitions from the ladder doctrine; cue levels; presentation
levels).

Core: LADDER_RUNGS/CUE_LEVELS/PRESENTATIONS tables in src/core/
practice.ts (definitions verbatim) — ONE source spoken by the agents'
prompts, the dialog's stepped controls, and the exam header; core
barrel re-exports practice.ts (pure domain, browser-safe).

Agents: Part I's ladder intro now 'five rungs, numbered; the request
arrives as a rung' with bullets numbered 0-4 (definitions untouched);
Part III's parameters block replaced with the named-level doctrine
(rung = exact class, no continuum; cue counts lesson examples AND
previous problems' situations; presentation dresses, never changes);
partitioner's RESPECT THE PARAMETERS replaced (low rungs = many small
assignments, high = larger; far cue makes confusables-together MORE
important; presentation does not shape the partition). renderParams
outputs the exact named-level block. Anchor/0..1 language swept dead.

Service + store: strict union validation — floats between levels,
out-of-range, wrong strings, legacy dial shapes all 400 at the API
and fail isProblemSet (legacy sets skipped from lists; no migration —
data/practice is disposable scratch, owner wipes before testing).

UI: dialog = 5-detent ladder slider + 3-detent cue slider (each shows
the level NAME + one-line definition) + Theory|Application segmented
toggle; defaults rung 2 / cue 1 / theory; Create posts the new shape.
Exam header gains the levels line ('Direct exercise · Adjacent
context · Theory').

Tests: renderParams exact-block pin; strict-validation pins (new
tests/practice-service.test.ts — bad unions 400, legacy shape 400);
store pins (legacy floats + 2.5 rung fail); render pins (detents +
names + definitions, defaults, detent-swap, toggle active segment,
levels line); every params fixture moved off floats. 1138/1138, tsc
0, lint 0, build 0.

Docs: architecture.md — discretization paragraph (compact tables,
named-level invocation, defaults, one-table source), UI mentions;
README axes sentence.
2026-09-29 20:06:35 +03:00
amosblomqvist f39e1b4294 practice fix — creation is graph-domain: cluster picker, nodeIds-only API (owner ruling 2026-09-29)
Owner ruling: 'problem sets always take in nodes — graph objects' —
practice is graph-domain, not chat-domain. No session-created sets.

API: POST /api/practice/sets takes {nodeIds, params, title?} ONLY —
the chatId branch, UnknownChatError, and the any-provenance filter are
deleted; the selector is nodeIds (readNodes filtered to the selection,
unknown ids drop, empty live intersection → 400 empty_selection);
title optional from the UI (the picker's cluster label), dated default
stays. chatStore leaves the pipeline deps entirely (labels resolve
store-side in the clusters service).

GET /api/graph/clusters (new): the birth-session groups the graph view
renders — graphSnapshot's clusters verbatim (same ordering, same
MIN_CLUSTER_SIZE presentation filter), mapped to {key, kind
chat|notes, label (null when the naming record is gone — honest,
never guessed), nodeIds, nodeCount}; corrupt/empty graph → empty
list. GraphClusterGroup contract in core/contracts/graph.ts (client-
safe — the dialog imports it).

practice-dialog: session picker → cluster picker (rows show label +
proposition count, notes clusters marked); Create posts the cluster's
nodeIds + label as title + params. 400 empty-selection copy reworded
for the vanished-nodes edge ('Nothing practicable is left in that
cluster — the graph changed.'); 503 deep link unchanged. Preselected
mode gone — the dialog is the only creation entry for now (the graph-
view cluster entry comes later with free-form selection).

Sidebar: session right-click 'Practice this session's propositions'
removed (item + state + dialog wiring); the /practice nav row stays.

Tests: pipeline — chatId/any-provenance tests die, nodeIds selection
pins added (unknown-id filtering, dated-default title, title hint
rides, empty/vanished → EmptySelectionError); render — cluster picker
pins (label+count rows, notes kind, unlabeled cluster muted, empty
graph line), preselected pins removed; 16 render + 13 pipeline.

Docs: architecture.md §7 API+UI paragraph rewritten (graph-domain
ruling, /api/graph/clusters, cluster picker as the only entry, no
404-unknown-chat); README creation-flow line updated.

1130/1130, tsc 0, lint 0, build 0.
2026-09-29 19:26:37 +03:00
amosblomqvist 27c5d9df19 practice slice 4 — pipeline, registry, API, feed
src/agent/subagents/practice-pipeline.ts (sibling of practice.ts —
orchestration vs calls): createPracticePipeline(graphStore+practiceStore
+chatStore+PracticeModels). Fire-and-forget front doors returning
{set, done}: createProblemSet (refuse → resolve selection (chatId =
ANY-provenance membership per brief; nodeIds raw) → chains → snapshot →
createSet partitioning → registry row → runPartitioner → stubs land
(generating) → ONE generator per problem behind the process-wide
3-permit abort-aware semaphore (__lhPracticeSlots, extraction idiom) →
per-problem failure isolation → ready (errored problems included);
abortPractice (idempotent: controllers + 'Aborted' marks; dropped
grades keep answers, re-submittable); submitAnswers (ready-only,
already-graded rejects, one grading job per answer under the same
semaphore); deleteProblemSet (abort-first). Per-set write mutex on
globalThis (__lhPracticeLocks, audit-lock idiom); registry
__lhPracticeRuns one row per set per kind; boot sweep marks orphaned
partitioning/generating sets 'Interrupted (server restarted)'. Typed
errors: EmptySelection/UnknownChat/SetNotFound/SetNotReady/BadAnswers.
Usage folds stage logs into the registry row (v1: completion-folded).

src/server/practice.ts: thin service — strict params parsing, typed
error → response mapping (503 envelope family, 400/404/409), list/get.
Routes: POST+GET /api/practice/sets (202 {id}), GET+DELETE
/api/practice/sets/[id], POST /api/practice/sets/[id]/answers (202).
Composition root: chat-handler wires createPracticePipeline (engineFor
fresh + providerKeyMissing gate) exported as ; barrel re-
exports. Feed: observability activityFeed() += practice rows
(ActivityPractice); dock blobs (process 'practice', GraduationCap
icon, set-keyed abort); /api/activity/abort kind 'practice'.

tests/practice-pipeline.test.ts — 13 tests: end-to-end (stubs mid-
flight via gated generators, coverage complete), failure isolation,
3-permit semaphore pin, abort mid-generation, registry shape pins,
refusal-before-create, chatId any-provenance selection, typed errors,
answers→grades land + graded rejects, boot sweep (orphan + live-row),
delete. 1114/1114, tsc 0, lint 0, build 0.
2026-09-29 18:31:53 +03:00
amosblomqvist da0cd558d0 practice slice 3B — the practice agents: partitioner, generator, grader
src/agent/subagents/practice.ts: createPracticeAgents(deps) with the
ExtractionModels mirror (per-stage engine overrides + engineFor +
providerKeyMissing + refuseIfStagesUnready, all three roles strong-tier).
Generator doctrine = the owner's problem-engineering framework verbatim
(minus Sources) + Part III wiring section per the green-lit amendments
(FULL SET input with minimal-use doctrine; degradation never in
meta-commentary). Partitioner: true-partition doctrine, validate via
chainCoverage + exactly-once + unknown-ids, error-back retries through
runSubmitAgent's new validate hook (ToolInputError → error tool result).
Generator: echo law (chains set === target). Grader: verdict union +
nonempty feedback (schema-enforced). renderChains/renderPropositions/
renderParams/renderPreviousProblems. BACKGROUND_MODEL_ROLES extended with
the practice trio (settings override symmetry). runSubmitAgent gains the
validate seam (null = accept). 16-test faux-engine suite incl. retry
paths, refusal gates, neverSubmitted.
2026-09-29 18:14:30 +03:00
amosblomqvist 00b3c23e06 practice slice 3A — runSubmitAgent extracted to shared module; practice model roles
runSubmitAgent moved verbatim from extraction.ts to src/agent/subagents/
submit-agent.ts (exported; extraction imports it — zero behavior change,
extraction suites green untouched). New optional prepareArguments seam:
extraction wires its healStringifiedArrays heal; default is identity
pass-through. ModelRole += partitioner | problemGenerator | grader;
ROLE_SLOT pins all three to strong (quality-critical trio, plan default).
Note: BACKGROUND_MODEL_ROLES (per-role settings overrides) deliberately
NOT extended — settings-surface decision, flagged for the planning
session.
2026-09-29 17:57:53 +03:00
amosblomqvist 5707672a09 auditor grounding — a prescribed, bounded exploration procedure + born-in find pointers
Observed live: the auditor looped find for a very long time, never touching
list_sessions/list_propositions. Root cause was the prompt: its only
procedure text was 'For each proposition, search the graph (its key words,
its synonyms, its phrasings)' — a per-proposition find loop with no
starting point, no sense of the space's extent, and no termination rule.
And find returned id+name+statement with no session pointer, so results
never composed with the listing tools (owner diagnosis, 2026-09-29).

- AUDITOR_INSTRUCTIONS now prescribes the process: (1) list_sessions ONCE —
  the graph is small and finite, this shows its entire extent; (2) read
  plausibly-related sessions with list_propositions (full text) — every
  realistic candidate seen in a few calls; (3) find as the targeted sweep;
  (4) SUBMIT once related sessions are read — never re-search seen ground
- find hits now carry 'born in: <session id>' — results point at sessions
  the auditor can read whole (legacy no-provenance nodes name none)
- identity doctrine untouched: equivalence bias, linkTo mechanics,
  verdicts-only deliverable
2026-09-29 04:10:38 +03:00
amosblomqvist 86ba2804d1 extractor prompt rewrite — reasoning skeleton, not lossless archive (owner, 2026-09-29)
Diagnosis on tonight's data (4 sources, 173 nodes, 216 edges): supports is
62-83% of edges, topology is hub-and-spoke (34/94 libertarianism nodes are
degree-1 leaves), hub edges read as essay-flow not logic, 33-41% of nodes
are degree<=1 across sources. The old doctrines asked for exactly this:
'every distinct proposition' + 'lonely nodes = failed extraction' +
'COMPLETENESS... omitting is the main way extraction fails'.

Owner rulings, prompt-only (data model untouched, both prompts):
- strict reasoning bar: a proposition earns its node by being a premise,
  step, or conclusion of an argument the source actually makes; isolated
  facts, name-drops, asides, trivia, example enumerations are dropped
- supports tightened: ONLY explicit grounding acts in the text, rare
  exception, genuinely argumentative relations are almost always follows
- completeness inverted: precision over recall, WHEN IN DOUBT OMIT,
  never connect merely-related propositions
- MUST-connect clause dropped; corrections of misconceptions stay in
  (argumentative by nature)

Identity doctrines untouched (established-terminology names, MERGE YOUR
OWN OUTPUT, aliases) — zero near-duplicate statements proves they work.
2026-09-29 03:47:07 +03:00
amosblomqvist 8355fbabdb delete the mappings ledger — per-job in-memory resolution + notes fingerprint guard
The persisted (chatId, sourceId)→node table was a shared namespace across
independent chunk/batch jobs: each chunk's extractor mints local ids fresh
(p1..pN), so later chunks collided with earlier ones — propositions silently
skipped as 'already resolved' (coverage checkpointed anyway: permanent silent
loss) and edges resolved onto the wrong nodes (the 'everything links to
everything' mush). Owner ruling 2026-09-29: mergeFindings resolves THIS job's
ids in memory, nothing persists between jobs; cross-job identity is the
auditor's linkTo verdicts alone.

- contracts: NodeMapping dies; NotesSource.contentFp — sha256 of the text at
  the last run, the re-import guard (unchanged re-import = TRUE no-op, no
  model calls, no usage; changed text re-runs; legacy unstamped sources
  re-run once)
- merger: job-local resolution map, in-submit duplicate ids skip once,
  edges resolve extractor-local ids only
- ports/store: appendMapping/readMappings, LEDGER_FILES.mappings,
  rewriteLedgers.mappings gone (stale data/graph/mappings.jsonl just stops
  being read)
- session-clusters: birthSessionOf is provenance-only — the legacy
  mapping-line fallback for provenance-empty notes nodes dies
- deletion: no mapping rows to strip; stats lose mappingsRemoved
- replay-layout batches nodes by first provenance point
- graph.test pins the new independence semantics (re-merge re-creates;
  duplicate ids within one submit resolve once); extraction tests pin
  per-chunk merges + the fingerprint guard
2026-09-29 02:25:32 +03:00
amosblomqvist 3d9d20794c Auditor submits links ONLY — the edges argument is gone (owner, 2026-09-28 evening)
Hypothesis under test by the owner: coherent extractions turn to mush
after merging because the auditor minted too many bridging edges of its
own — inference, not identity, and out of the auditor's scope. The graph
now connects across sources solely through identified equivalences;
relations between propositions come from the extractor alone.

- auditSchema drops 'edges' (submit_review = links only); the submit-seam
  required-field doctrine reworded per tool
- AUDITOR_INSTRUCTIONS: the BRIDGING EDGES section dies; deliverable is
  the identity verdicts only
- AuditVerdicts drops edges; ExtractedEdge endpoints are extractor-local
  ids only; mergeFindings stops consuming verdict edges and its resolve()
  drops the raw-node-id branch (dead — the extractor never sees graph ids)
- extractor untouched: submit_findings keeps propositions + follows/
  supports edges, required as before
- tests: 17 submit fixtures + 9 typed verdict literals slimmed to links
- docs: architecture.md division-of-trust + pipeline diagram updated
2026-09-29 01:16:32 +03:00
amosblomqvist d047e7b2dc Per-chunk jobs: parallel extracts under a 3-slot semaphore, serialized audits (owner 2026-09-28)
Every notes chunk and chat coverage batch is its own job — registry row,
usage record, failure domain. Extracts fan out process-wide behind a
3-permit extract semaphore on globalThis (new 'queued' phase); audits and
merges stay serialized behind the existing FIFO gate ('waiting'), so each
auditor explores the graph after every earlier job's merge.

- ExtractionPhase gains 'queued'; RunningExtraction gains part {i,n};
  the feed shows one row per job with a '· i/N' suffix (status route)
- abortExtraction is source-wide: every job of a fan-out dies together;
  merged jobs keep their coverage checkpoints
- failure isolation at the fan-out (Promise.allSettled + aggregation):
  a failed chunk no longer kills its siblings — the run returns what
  actually merged; job-level aborts log, pre-fan-out errors still throw
- usage ledgers: one record per job (source-keyed), failed jobs bill
  their partial spend
- runJob/aggregateJobs helpers; setPhase/recordStep/extract/audit/
  notesExtract key the registry by jobKey (src#i) — notesExtract's
  signal lookup was the one real bug the new tests caught (source-id
  lookup meant fan-out aborts never reached the model call)
- semaphore is handoff-correct (fresh takes increment; handed-off
  permits don't double-count — an inflated counter deadlocks at 3)
- tests: isolation pins rewritten (stage failure now resolves zeros),
  single-flight/registry tails updated, per-job usage counts, and a new
  describe pinning the fan-out: 3 extracting + 5 queued, parts 1..8,
  source-wide abort, per-job usage on failure, extract peak == 3,
  audit peak == 1
- docs/architecture.md: serialized-audit paragraph rewritten for
  per-chunk jobs; two-front-doors wording aligned
2026-09-29 00:34:21 +03:00
amosblomqvist 1f5e21a674 teacher-prose-only extraction view: coverage, fingerprints, tokens, and batches derive from the teacher's text blocks alone (owner 2026-09-28) 2026-09-28 22:37:18 +03:00
amosblomqvist c17405a3d7 chunk notes like chats; both submit tools require edges/links (owner 2026-09-28) 2026-09-28 21:28:39 +03:00
amosblomqvist f11b1664dc verdicts-only auditor: submit_review is {links, bridging edges} — the findings echo dies
Owner ruling 2026-09-28: the auditor has no control over the
extractor's output and never alters it, so re-emitting the full
findings per submit was pure payload cost — the retry collapse the
schema slim attacked, halved again. submit_review is now links
(local proposition id -> existing graph node; EQUIVALENCE BIAS
carried in the linkTo description) + bridging edges ONLY; the
merger joins extractor findings + verdicts.

mergeFindings(chatId, findings, verdicts, ...) — propositions come
from findings verbatim, links join by id, edges emit extractor's
then auditor's through one dedup-preserving emitter. The old echo
form hid an accidental drop channel: an auditor that omitted a
proposition from its echo silently dropped it from the merge.
Verdicts-only removes it structurally — extractor output always
fully merges (tests updated to full-merge expectations).

AuditResult/AuditedProposition -> IdentityLink/AuditVerdicts;
audit() logs links/bridges; batch view renders anchorless like
transcriptView; auditor prompt rewritten to the verdicts-only
deliverable; architecture.md division-of-trust updated.
2026-09-28 19:22:58 +03:00
amosblomqvist bd9694b0e4 slim the submit schemas: evidence and messages die; stringified-payload heal at the pre-validation seam
OpenRouter log diagnosis (owner, 2026-09-28): extraction time was
dominated by tool-validation retries. The failing call had the whole
propositions array emitted as ONE JSON-STRING ('propositions.0: must
be object'), a truncated placeholder artifact inside it, and
word-salad statements late in the array — payload-size collapse.
Field audit: 'evidence' was never persisted anywhere and its
faithfulness-checking consumer died with the fully-trusted ruling;
'messages' fed messageId granularity that NOTHING downstream reads,
and the model sent [] anyway (chat-level provenance in practice).
'aliases' stays (optional now): the auditor's find tool globs them.

Schema: propositions = {id, name, statement, aliases?}; edges =
{from, to, type}. Prompts lose the evidence/messages doctrine and
[id]-anchor guidance, gain a compact faithfulness line;
transcriptView renders anchorless. The auditor echo instruction
drops the evidence/messages mention, so its payload halves too.

Heal: healStringifiedArrays on the submit tool's prepareArguments
(pi-agent-core's sanctioned pre-TypeBox shim) parses a stringified
propositions/edges back into arrays — the LaTeX-restore doctrine:
heal weak-model wire behavior at the seam. Test drives the real
agent-loop seam with a stringified submit.
2026-09-28 19:04:39 +03:00
amosblomqvist 46e128d46c serialized audit: the audit+merge critical section is process-wide, one run at a time (owner 2026-09-28)
Extraction may run in parallel across sources (extractors are
source-local and graph-blind), but the auditor explores the LIVE
graph through its tools and stamps identity verdicts against what
it finds — two concurrent audits would each link into a graph the
other is about to change, the structural mint of duplicate nodes.

withAuditLock: a FIFO promise-chain mutex on globalThis (the same
module-instance idiom as the run registries — a module-level lock
would be per-route-instance and useless in dev). The check runs
before any LLM is invoked or the graph read; the lock spans audit
through merge inclusive (the merge is the graph mutation) and is
reacquired per batch, so interleaved multi-batch runs each audit
against the latest graph instead of starving each other. Applied at
both front doors — chat batches and notes imports.

New 'waiting' phase (extracting → waiting → auditing → merging):
visible in the status feed so a queued run never looks stalled in
extracting. Abort-aware on both sides of the queue: a run aborted
while waiting leaves without auditing (its chain link still
releases — successors never hang); a run aborted mid-audit releases
in finally.

Tests pin: a second run queues at the gate and its auditor is
invoked only after the first run's merge is in the ledgers (the
post-merge-graph invariant itself); a run aborted while waiting
never audits, checkpoints nothing, and leaves a healthy chain for a
third run. Gates: typecheck, 1061/1061, lint, build.
2026-09-28 18:00:56 +03:00
amosblomqvist fc8d91a043 first live-extraction findings: fix backwards edge-section labels; extractor naming/self-merge/completeness doctrines
Owner's first live test of the relinked pipeline surfaced three issues,
diagnosed against the ledgers:

1. Detail-card edge labels were backwards (UI only — data and canvas
   arrows were correct). Semantics pinned 2026-09-28: an edge A→B
   means A implies B (follows) or A supports B (supports). Outgoing
   edges now list under 'What follows from this' / 'What this
   supports', incoming under 'Follows from' / 'Supported by'.
   Verified against the ledger: Invariance --supports--> Twin
   paradox / Relativity of simultaneity; Argumentation ethics
   --follows--> Homesteading — arrows correct, only the words were
   swapped. docs/architecture.md wording fixed to match.

2. Session-local terminology leaked into node names ('Criterion C',
   'Action axiom (F1)'). Both extractor prompts gain a naming
   doctrine: names use established, discipline-canonical terminology
   (glossary-headword test); never source-local bookkeeping (letters,
   numbering, positional labels); local shorthand goes to aliases.

3. Near-duplicate propositions and lonely nodes (~40% of fresh-run
   nodes edge-less; 'Argumentation ethics' vs 'A priori of
   argumentation' duplicated despite the auditor having linked that
   phrase once). Root cause is upstream of the auditor: the extractor
   had no self-merge or edge-completeness duty. Both prompts gain:
   MERGE YOUR OWN OUTPUT (same claim at different precision = one
   proposition, phrasings to aliases; nothing downstream dedupes) and
   edge COMPLETENESS (a proposition that arose as evidence for,
   consequence of, or prerequisite of another must carry the edge —
   a graph of lonely nodes is a failed extraction).

Owner rulings on the open question: keep two edge types (no
'relates to' junk drawer); re-measure loneliness after these fixes.

Gates: typecheck, 1059/1059, lint, build.
2026-09-28 17:48:51 +03:00
amosblomqvist 1b50013551 extraction cleanup: events ledger dies, markdown source view, auditor-as-linker (2026-09-27 rulings)
The graph becomes raw reasoning chains only. Quiz outcomes and
understanding observations are no longer formalized; assessment
moves to the future practice module.

Events ledger removed end-to-end: LedgerEvent/LedgerEventKind/
UnderstandingLevel/ExtractionAttribution/AuditResult.dropped and
snapshot nodeObservations deleted from contracts; quizEvent builder
and the events step of mergeFindings gone; appendEvent/readEvents
dropped from the port and store; LEDGER_FILES loses events.jsonl
with a one-time purge of a stale file next to the nodes ledger;
graph-deletion and the delete dialog lose event purge + quiz-answer
impact counts; GraphSessionProposition becomes a pure birth list.

Whole-session markdown source view: new core/session-markdown.ts is
the shared formatting engine (id-anchored speaker blocks, quiz/
recall/question blocks, tool one-liners) — the extractor's prompt
view and the future user-facing export render from one engine.
Coverage fingerprints deliberately stay on the old line format
(content-hash semantics; re-formatting never re-opens covered
history). The whole session goes to the extractor — no phase cut.

Auditor refocused as the identity linker: never sees the source;
explores the graph via new auditor-specific tools in
agent/tools/graph.ts (find — glob over name/statement/aliases;
list_sessions; list_propositions with full statement text; no
timestamps) instead of an injected full-graph dump; equivalence
bias — paraphrases merge, only genuinely distinct propositions stay
apart; no drop channel, the extractor is fully trusted; may draw
bridging edges (typed follows/supports) between existing nodes and
the batch, resolved by the merger with chat-scoped message-less
provenance. Agentic loop, maxTurns 16.

UI: the node detail card gains an edges section above the sessions
list (follows-from / supported-by / what-follows / what-it-supports,
rendered only when present, click-to-select neighbors); the
understanding-note chips are gone.

Prober list_propositions reworded to what a session covered —
names only, no levels. docs/architecture.md + README updated to
the as-built pipeline. Gates: typecheck, 1059/1059, lint, build.
2026-09-28 16:54:44 +03:00
amosblomqvist 876185eb6e chore: pi family 0.85.1 -> 0.87.1 (finishTurn, transcript contexts, typebox 1.3.27)
Mechanical fallout only; semantic deltas flagged in the wave report:
- shouldStopAfterTurn -> finishTurn ({action:'end'} wrap; loop order verified
  equivalent for Wave C stranding)
- transcript rework: seeded leading SystemMessage filtered at both
  state.messages read seams (ui-stream settleWith, pi-run slice); prompt
  and tool declarations now ride the transcript
- streamOnce sites normalizeContext() (Context -> TranscriptContext)
- AgentToolResult details / ToolCall.arguments JsonValue narrowing (casts)
- AUTH_PROVIDER_KEYS regenerated (meta added); glm-5.3-flash price pin
  follows the 0.87.1 catalog (0.15/0.5/0.05)
- vanish probe: 0/12 vs 2/6 baseline; live smoke green on PORT=3004
2026-09-26 21:45:51 +03:00
amosblomqvist 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).
2026-09-26 01:52:47 +03:00
amosblomqvist 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.
2026-09-26 00:37:46 +03:00
amosblomqvist b87a6925af Wave A: pi-native tool layer — delete LhTool/toPiTool, TypeBox everywhere, terminate on questions
- src/agent/lh-tool.ts deleted: the zod-wrapped LhTool + toPiTool bridge
  (z.toJSONSchema per call, clientQuestion flag, hand-rolled result mapping)
  is gone. Tools are pi-agent-core native AgentTools now.
- New src/agent/tool-execute.ts owns what the wrapper added: the abort guard
  (runWithAbortGuard: run signal + 30s per-call timeout + 250ms grace,
  'Operation aborted' / timeout wording preserved), ToolInputError (the
  retryable '- problem at path' format), result mapping (string verbatim /
  object JSON / image parts, details rides the record's tool part output),
  and questionResult() — placeholder + terminate:true (owner Option A:
  belt of terminate + slim makeQuestionStopper with the clean-question
  rule; maxTurns deleted from the teaching turn entirely per owner).
- All 11 tool files + tools.ts registries converted to TypeBox parameters
  (typebox@1.3.7, pinned to pi-agent-core's copy). zod refinements
  (quizInputProblems, askOptionProblems, live-nodeId) moved from schemas
  into execute — the model sees the same retryable error shape.
- question-core + contracts/probe TypeBox-authored (single source shared
  with the UI); tool-parts parse seam runs the boundary's full chain
  (Convert → Check → Clean → refinement), fixing the live-smoke lockout:
  pi's boundary Value.Converts correctAnswer: 17 → '17' but the record
  keeps raw args, so a parse without Convert rejected a posed quiz
  (invisible pending question, turn ended). Pinned with the real smoke
  emission shape.
- Subagents converted: demo-builder/researcher AgentTool-native,
  visual-maker/pdf-reader declaration-only pi-ai Tools with local execute
  fns, extraction submit schemas re-authored in TypeBox (owner option 2:
  zod defaults → Type.Optional + fill at the submit seam).
- Accepted delta, flagged: TypeBox-native schemas skip pi's JSON-Schema
  primitive coercion fast path... (boundary still Value.Converts), and
  prober-quiz unknown keys ride through (Value.Clean strips at display).
- Tests: 988 passing (was 967 at the recon baseline); tool-abort and
  read-tool rewritten against the native seams; question-core/question-
  tools/tool-parts/demos/web-search/graph-tools/plan-tree/probe-done/
  tool-toggles converted to Value.Check/execute pins.

Live smoke (PORT=3004, real model): native ls turn streams end-to-end; a
real quiz pose (first attempt missing correctAnswer → tool-input-error →
model retry → posed) terminates the turn cleanly and persists pending.
2026-09-25 23:32:13 +03:00
amosblomqvist b07cb313f0 delete the getApiKey hook — pi-ai resolves keys natively per provider (owner, 2026-09-26)
baseAgentOptions (teacher-agent.ts) and runSubagent (subagents/pi-run.ts)
passed getApiKey: () => openRouterApiKey(). pi-agent-core resolves
(config.getApiKey ? await config.getApiKey(provider) : undefined) || config.apiKey
(agent-loop.js:191) — a provided hook OVERRIDES pi-ai's native per-provider
env resolution, and this one ignored its provider arg: every non-OpenRouter
provider was sent the OpenRouter key and 401'd (owner repro: openai and
anthropic direct). Deletion restores the architecture's stated intent —
the keys seam reflects file-saved keys into env and pi-ai reads them per
request. openRouterApiKey() export kept (now consumer-less; visual-maker/
pdf-reader read process.env.OPENROUTER_API_KEY directly for their own
OpenRouter-specific fetch paths — correct, untouched).

Pinned by tests/api-key-hook.test.ts: built teacher + prober expose NO
getApiKey hook. Gates: typecheck 0, 987/987, lint clean, build green.
2026-09-25 21:24:43 +03:00
amosblomqvist 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.
2026-09-24 22:51:12 +03:00
amosblomqvist 2e9fd01c0c Extraction-UX data layer: the chunk budget becomes a graph setting; the chat view gets a per-session coverage read
Owner-locked extraction-UX redesign (dispatch 2026-09-24), part 1 (data
layer; the UI chunk follows).

THRESHOLD -> SETTING
- config.ts's EXTRACTION.chunkTokens dies; the default moves into
  FACTORY_SETTINGS.graph.extractionChunkTokens (4096, the old constant's
  value). GraphSettings gains the optional field, Required at resolution
  via the standard ?? FACTORY pattern — pre-redesign records resolve the
  default cleanly.
- FLOOR 500 (the implementer's call, documented on the field): every run
  pays the graph-carrying prompt overhead out of the write channel's
  money — a smaller budget fires penny-batches that cost more per
  extracted token than the content is worth. The sanitizer CLAMPS up
  (bd68486 clamp-never-reject discipline: fractions floor, junk drops);
  the settings PUT REJECTS below-floor with the rationale in the message.
  No ceiling: a large budget just delays extraction — the user's stated
  cost/thoroughness tradeoff, not a misconfiguration to police.
- The trigger (turn-service.triggerExtraction) takes the budget as a
  parameter — chat-handler passes effective.graph.extractionChunkTokens,
  the fresh per-turn read, same as every other gate.
- The pipeline's BATCH side threads through the same number:
  ExtractionPipelineDeps gains an OPTIONAL getChunkTokens getter with the
  factory default (Teacher's 24 test fixtures stay untouched; the two
  call-site lines inside extraction.ts are the only cross-band edits,
  flagged). chat-handler + backfill/import-notes wire the live
  effectiveSettings — trigger and batches share one budget, always.

PER-SESSION COVERAGE READ
- sessionCoverage(chatId) (server/chats.ts): the chat view's ring-meter
  block — totalMessages/coveredCount/uncoveredCount/coveredTokens/
  uncoveredTokens (the same coverageOf derivation /api/graph/coverage
  serves, scoped to one chat), running (chat-kind extraction registered
  for this id), and lastFoldedAt (the chat's newest coverage row's fold
  — a cheap single pass; null before any fold). GET /api/chats/[id]
  carries it as coverage: {...}; unknown chat -> null (the route 404s
  first).
- /api/graph/coverage (the all-sessions list) compiles untouched — the
  per-session read is a scoping of it, not a supersession; the UI's
  sidebar/ring chunk decides which surface it consumes.

Tests: factory/sanitizer pins (clamp-up, fraction-floor, junk-drop),
resolution pins (absent -> 4096, stored 2000 wins), settings-body pins
(valid/absent/fraction/below-floor 400/junk 400), sessionCoverage pins
(derived split, newest-fold scoping, cross-session isolation, running via
the registry, null on unknown chat). 893/893.
2026-09-24 15:12:24 +03:00
amosblomqvist d1b46132b9 Wave 7 close-out: the embedding ledger seam dies; notes birth via mapping lines
Part 1 — the ledger + remnants interlude (master-dispatched, owner ruling
2026-09-23: nothing configures the graph beyond chat models):

- The embedding ledger surface is gone: readEmbeddings/writeEmbeddings
  ports, the EmbeddingsLedger contract, EMBEDDINGS_FILE (config, store
  impls, graphRevision source list), and graph-deletion's vector-pruning
  step. On-disk data files stay untouched (inert history).
- The extraction embedder seam dies wholesale: ExtractionPipelineDeps
  drops the embedder dep (chat-handler + backfill/import-notes stubs go
  with it), the 'embedding' phase leaves ExtractionPhase, the usage
  capture/persist helpers die, and stages.embedding leaves
  ExtractionRunUsage (historical records keep their shape — reads are
  lenient). Extraction is two stages again, like the local-embedder era.
- Consumer-less remnants: latestQuizOutcomes + QUIZ_EVENT_KINDS,
  clusterContentId, matchClusterLabelings + Community + ClusterLabeling,
  the readClusterLabels/appendClusterLabel port seams + store impls +
  LEDGER_FILES.clusterLabels. NamingRunUsage/readNamingRuns STAY
  (standing ruling — the cost pill renders historical naming spend);
  clusterHue + MIN_CLUSTER_SIZE stay (live).
- The 'labeler' role dies: BACKGROUND_MODEL_ROLES, ROLE_SLOT, ModelRole,
  the catalog pin projections, and the UI roster strings. RolePins keys
  shrink with the union.

The notes birth fallback (owner-approved 2026-09-23, surfaced by the
interlude's live smoke: production notes imports create provenance-EMPTY
nodes (importNotes passes messages: null — the file's anchor is the
mapping line), so the provenance-only birth rule left every imported
file unclustered and invisible to the prober's session list, against the
locked file-birth ruling. A provenance-empty node now births under its
FIRST mapping line's chatId (ledger order); only notes-born nodes ever
hit the fallback (chat nodes always carry provenance; a re-encountered
node's link-append re-opens the provenance rule). Deletion-safe: mapping
lines of deleted chats are stripped alongside their provenance.

Live-verified on port 3004: a fresh notes import clusters under its
src_ id with the file path as the label, end to end with no embedder.

845/845 tests, typecheck/lint/build green.
EOF
)
2026-09-23 15:37:34 +03:00
amosblomqvist 6b13583e96 wave 7: the prober reads its map — graph-context injection dies whole
The owner's zero-configuration ruling (2026-09-23): nothing configures
the graph beyond chat models. The prior-knowledge injection — its budget
dial, its runner, its marker part, its dock/dispatch entries — is
removed across all bands; the prober now reads the learner's persistent
knowledge map on demand through two gated tools instead:

- list_sessions: every birth session, names + kinds + counts + dates
  (graphSessionIndex, Platform's core seam)
- list_propositions(session): what was born there + the session's own
  latest understanding level + that evaluation's date
  (graphSessionPropositions) — names/levels/dating ONLY, no statement
  text (owner ruling: the map's organization is the prober's business,
  its prose is not)

Registered via createProberTools when chat-handler passes graphStore
(the graphToolsEnabled gate decided server-side, per-turn fresh); the
prober doctrine gains the map-review nudge at session start.

Also: runner's JobKind special-casing collapses (KIND_ROLE/KIND_RUNNERS
are plain records again), semantic-clusters.ts dies with its test, the
embedder dep's doc tells the wave-7 stub story, and ports.ts's
readClusterLabels/readNamingRuns surface stays untouched for Platform's
ledger-port interlude.

848/848 tests, typecheck/lint/build green.
2026-09-23 15:24:48 +03:00
amosblomqvist 078635e61c feat(extraction): kill the dead LLM cluster-namer — session names own the labels now
Wave 7 chunk A (950ddfd) replaced semantic clustering with birth-session
clusters labeled by session names — the LLM namer became dead code, but
extraction still called it, minting naming runs nobody reads on every
merge. Real model spend wasted per extraction.

Removed (agent band):
- src/agent/subagents/cluster-namer.ts — the naming sub-agent, deleted
  whole (refreshClusterLabels, clusterNamingSettled, the naming loop).
- extraction.ts: both post-merge garnish blocks (chat + notes paths),
  the labeler test seam on ExtractionModels, and the import. The labeler
  role's only consumer is gone; the 'labeler' entry in
  BACKGROUND_MODEL_ROLES/ROLE_SLOT (core band) is now consumer-less —
  flagged to Platform, not crossed.
- scripts/import-notes.ts: the settle-before-exit line + the named-
  clusters count in the summary.
- tests: the cluster-naming describe (naming + failure-non-fatal tests)
  and the dead CLUSTER_* fixtures; the labeler-less BYOK test repurposed
  as the kill pin — a merge mints NO naming runs and NO label records.

NOT touched (flagged, outside the agent band): matchClusterLabelings
(core/clusters.ts), clusterContentId (core/graph.ts — now consumer-
less), the appendClusterLabel/readClusterLabels port seams + store
impls + ClusterLabeling type (store/core band), tests/clusters.test.ts's
matchClusterLabelings describe. Cost-summary's naming stage untouched
per Platform's ruling (historical spend display reads readNamingRuns,
which stays live).

Gates: typecheck, 921/921, lint, build.
2026-09-23 15:01:41 +03:00
amosblomqvist 683cb9fd12 docs(extraction): catch the capture comments up to usage-on-error (02bd1b0)
Platform's partial-spend interlude made embedNewNodes fail BY RESULT:
landed vectors + partial usage ride the return value instead of a
throw. The extraction-side doc comments still claimed 'failed embeds
contribute nothing' — now they state the pay-once truth: skipped
(unconfigured) embeds carry no usage, failed ones carry the landed
batches' steps, and a mid-run failure leaves a three-stage run's
partial embedding spend on the ledger. The call-site comment says
clustering runs with what LANDED (not 'without the new nodes'), and
recordEmbedFailure's doc marks the catch belt-and-suspenders for
injected embedders that still throw (production no longer does).
2026-09-23 12:25:40 +03:00
amosblomqvist d755ae82b7 fix(graph-context): honest wording for the unconfigured-embedder failure
Wave-6 review (Teacher stream): the injection runner's null-embedder
branch failed with 'graph.embeddingModel is null', but the resolver
collapses BOTH an unset model AND a set model whose provider key
vanished into null — a key race mid-session would have reported a
false 'null' setting. The message now names both causes honestly.
Pinned by a new failure-mode test (null resolver → honest error, never
a phantom query).

Review verdicts (no changes needed): the session-deletion guard sits at
every chat-merge boundary (per batch, fresh lookup, rides the existing
AbortError path — nothing merged, nothing checkpointed, registry
cleaned in the finally); persistRunUsage's deleted-chat skip composes
with appendSourceUsage's vanished-source no-op so no usage record
dangles; notes sources have no deletion surface so the notes path needs
no guard. The embedding tail's non-fatal contract holds (failure →
recordEmbedFailure → no stage, extractor/auditor usage still persists
through the catch).
2026-09-23 04:01:48 +03:00
amosblomqvist 0a4a9a11de BYOK provider embeddings (wave 6 chunk B): kill local transformers
Replace the @huggingface/transformers local embedder (~316MB ONNX cache)
with an EmbeddingPort seam: graph.embeddingModel (nullable "provider:id"
slug) selects an OpenRouter/OpenAI/Gemini adapter, resolved fresh per
call from settings + the auth store so key rotations land immediately.

- src/server/embeddings.ts rewritten: slug grammar, injected-fetch
  adapters (OpenRouter input_type, Gemini taskType batching, OpenAI
  index-ordered rows), honest resolution (null = skip-with-info, set
  model with missing key = honest error), embedNewNodes with model-change
  re-embed wipe + ghost pruning + usage steps, federated catalog
  (OpenRouter /api/v1/embeddings/models — VERIFIED live, the inverse
  path 404s; OpenAI text-embedding- filter; Gemini embedContent filter).
- GET /api/models/embeddings: federated catalog, empty when no keys.
- Extraction tail records stages.embedding usage into the run's money
  channel; EMBEDDING_PRICES overlay in core/prices.ts (outside the
  sync-generated block), callCost falls back to it; cost-summary folds
  the fourth stage; graph-context injection resolves its embedder per
  run, fails honestly when unconfigured, records query tokens.
- Settings: GraphSettings.embeddingModel (null factory), section parser
  validates slug shape (id may contain colons — OpenRouter :free
  suffixes, live catalog fact).
- Removal: @huggingface/transformers uninstalled, PATHS.modelCache and
  onnx tracing entries deleted, @huggingface tracing-excludes guard
  added, stale sharp/libvips comments updated to historical.

Live-verified on port 3004: catalog federates 36 rows (33 OpenRouter +
3 OpenAI), embedNewNodes embedded 10 nodes via the free liquid/lfm-2.5
model (dim 1024, 435 prompt tokens, 1 call, $0), settings PUT rejects
bad slugs with 400.

Gates: typecheck, lint, 895/895 tests, build.
2026-09-23 03:53:57 +03:00
amosblomqvist a6338511d3 feat(graph): two-mode session deletion — the first destructive ledger operation
DELETE /api/chats/[id]?mode=preserve-graph|delete-nodes (mode required):
- preserve-graph: only extraction bookkeeping dies (coverage rows,
  legacy checkpoints) — graph ledgers byte-untouched
- delete-nodes: the chat's ledger traces die. Node survival = surviving
  provenance point / mapping line (notes imports carry empty
  provenance) / surviving event. The creator's aliases + provenance are
  stripped from a surviving node's create line (owner ruling
  2026-09-23: name/statement/createdAt are the shared identity);
  orphan nodes, their edges, events, mappings, positions, embedding
  vectors and cluster members die; cluster labels stay (immutable)

Gates: 404 unknown, 409 turn_in_flight / jobs_running (with jobIds),
503 extraction_winding_down after a 10s abort-and-poll; the purge is
one sync block (ledgers → jobs → chat record last). rewriteLedgers is
atomic (tmp + rename). graphRevision (max mtime over graph data files)
rides the activity feed + the response as the change stamp.

Anti-resurrection: the chat pipeline re-checks chat liveness at each
merge — a run that slips past the wind-down aborts with nothing merged
or checkpointed; its partial spend dies with the chat.
2026-09-23 02:41:04 +03:00
amosblomqvist 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.
2026-09-22 17:41:07 +03:00
amosblomqvist 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.
2026-09-22 16:59:16 +03:00
amosblomqvist 372d7f9975 feat(extraction): stage engines resolve the slot chain — engineFor on the pipeline
Chunk B, item 3 of the search port + slots wave (2026-09-20): the flagged
gap closed — ExtractionModels deps were engine VALUES, keeping
extractor/auditor/labeler config-pin-bound while the job runner went
slot-native. The pipeline now takes the runner's exact treatment:

- ExtractionPipelineDeps.engineFor: (role) => PiEngine — resolved FRESH
  per stage call, so a settings PUT between stages lands. Direct test
  values (extractor/auditor/labeler) remain the priority seam, checked
  FIRST; absent values fall to the chain; absent chain → config pins
  (unchanged).
- All six stage call sites (chat + notes extract/audit, the cluster
  namer x2) resolve through stageEngine(role, direct).
- chat-handler's extraction composition injects the full chain —
  piEngineForSpec(resolveRoleSpec(role, readSettings(), MODEL_PINS)) —
  same wiring as the job runner.

Chunk B, item 4 (session-level slot-anchored model picks): VERIFIED
already complete from Platform's model-slots wave — the conversation
engine chain (chat-handler) anchors on effective.models.strong, the
picker's default surface (catalogDefaultsFor) falls back to strong,
both pinned in tests. No phase split (user decision, 2026-09-20).
Capability-filtered pickers live in the settings UI (main 343be10).

Tests: engineFor fills the stages end-to-end (both propositions merged
through the chain, consulted in pipeline order) + the direct-value
priority pin (engineFor that throws when consulted).

Gates: typecheck, 795/795 tests, lint, build — all green.
2026-09-22 13:59:25 +03:00
amosblomqvist 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.
2026-09-22 13:59:25 +03:00