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.
Search port + model slots wave, chunk A (owner design, 2026-09-20):
- core/search.ts: SearchHit + SearchProvider port + SearchStatus —
pure, browser-safe; adapters arrive as injected dependencies.
- server/search.ts: Tavily + Brave adapters (wire shapes VERIFIED
against docs.tavily.com's OpenAPI + Brave's dashboard docs — Tavily
auth is the Bearer header, not the legacy body api_key; Brave is
X-Subscription-Token) + engine resolution per owner decisions: a key
ALONE activates its engine (no engine choice needed), explicit
agent.search.engine pins the preference (both keys: Tavily first),
a pinned engine with a missing key is honestly unavailable — no
silent fallback, no default engine.
- Curated keys catalog: GOOGLE_SEARCH_API_KEY/GOOGLE_CSE_ID retire
(CSE closed to new customers, dies Jan 2027 — stored values become
preserved unknown vars); TAVILY_API_KEY (tvly- shape) + BRAVE_API_KEY
(length guard) join. UI keys-section TOOL_IDS now derives from the
catalog — cannot drift.
- GET /api/search: {available, engine, reason} — the honest status for
the settings gray-out; researcher-disable semantics ride the same
signal (Teacher stream rewires the tool onto the port).
- agent.search settings field (schema + sanitizer + strict parser);
web.ts's WebSearchResult is now the core SearchHit (re-exported).
Provider-keys interlude (owner spec, 2026-09-19): any pi-compatible
provider's key is manageable, not just the curated set.
GET /api/keys now also returns providers: {id, envVar, label}[] — every
pi-ai provider that takes a plain api-key env var (33 today), derived
from pi-ai's own provider→env-var table. No-drift mechanism: the table
is generated from pi-ai (builtinProviders + findEnvKeys over a
truthy-for-every-var proxy env) and pinned by
tests/auth-provider-keys.test.ts, which re-derives the truth at test
time and asserts EXACT equality — a pi-ai upgrade fails the gate loudly.
Owner-spec exclusions: github-copilot (OAuth), amazon-bedrock (AWS),
google-vertex (ADC), azure-openai-responses (base URL), the cloudflare
pair; anthropic keeps ANTHROPIC_API_KEY only. OPENROUTER_API_KEY
graduates from the curated catalog to the provider table (dedupe — the
UI pins it always-visible); curated stays Deepgram + the Google search
pair. Statuses: curated + present vars + unknown file vars — absent
provider keys never spam rows; the dropdown is discovery.
Write side: PUT/DELETE accept provider env vars (generic truncation
guard — trim, no whitespace, ≥12; family checks stay on the curated
three). Present-in-env provider vars surface as status rows so
env-wins/shadow semantics stay honest.
Settings interlude (owner request, 2026-09-19): the route now also returns
rolePins: Record<BackgroundModelRole, {model: {provider, id},
thinkingLevel}> — the six background roles' RESOLVED models (the user's
agent-models override falling back to the config.ts MODELS pin), so the
settings UI shows each role row's 'Default: <actual pinned model>' instead
of a generic config caption. Same resolution the agent factories use
(effectiveSettings), so the caption can never drift from what runs.
Pure projection (rolePinsFor) + the fs wrapper (catalogRolePins); pins
tested against config defaults and model/thinkingLevel-only overrides.
BACKGROUND_MODEL_PINS exported from stores.ts for the test (was local).
- Cluster namer bills the money channel now: per-step usage + model
captured via onStep, persisted as NamingRunUsage records to
data/graph/naming-runs.jsonl (idempotent per startedAt; failed/aborted
runs persist too — money spent either way). callUsage promoted to
extraction.ts module scope for reuse.
- core/cost-summary.ts: the pure fold behind the pill — chat runs,
notes-source runs, and naming runs into stage totals (extraction /
audit / naming) + newest-first recent runs. Dollars INFERRED read-time
via prices.ts, never stored; unpriced models excluded-but-counted
(render '—', never a silent zero); tokens always sum.
- GET /api/graph/costs (src/server graphCosts composition, thin route).
- Graph view: bottom-left cost pill (cumulative dollars headline) +
expandable breakdown panel (stage rows with tokens secondary, recent
runs with time/title/merged/cost); fetched on mount, refetched when a
pipeline run finishes; merged into one bottom-left stack with the
running-pipeline pills.
- Tests: pure-fold suite, naming capture wiring (full importNotes ->
naming path), store idempotency + strict reads.
The auth/keys wave (2026-09-19): the server now owns the flat auth.json
map directly (LH_AUTH_FILE from main.cjs; repo-root auth.json in dev,
gitignored). The store reflects itself into the child's env at boot with
fill-gap precedence — real env (incl. .env.local in dev) always wins —
so every consumer keeps its plain process.env reads and saved keys take
effect immediately, no restart; main.cjs's spawn-time injection retired
(an env copy would shadow every settings-page change).
Curated 4-key catalog (OpenRouter, Deepgram, Google search pair) with
shape-only validation (no live pings — owner decision), 400s on bad
pastes, last-4+length masking (plaintext never leaves the store),
unknown file vars preserved + surfaced. Routes: GET /api/keys,
PUT/DELETE /api/keys/:id. Tests: catalog/store/composition, with the
env-sanitizing prologue (a dev shell may export real keys; tests use
throwaway values only).
The validation surface for the settings foundation — deliberately thin,
real read/write against the delta record, polish is a later wave.
Mount (owner decisions): dedicated page, single scroll; entry = sidebar
bottom row + ⌘/Ctrl+, (open-settings in the registry); chat defaults NOT
shown (they live on /chat/new); mode dark-only (light palette = design
wave); final tool list = research/demo/visual/pdf (master-adjudicated).
Sections (PUT /api/settings/[section], replace-whole per section):
- General: auto-update toggle.
- Agent: six background-role model+thinking selects (Default = config
pin; a stored id stays VISIBLE even when the catalog hasn't loaded or
dropped it — a select showing Default over a live override would lie),
the four tool toggles, prompt override switches (file-gated) with
source/override text editors over the segment routes.
- Appearance: applied LIVE as runtime CSS variables by an
AppearanceProvider at the root layout — proseFontSize → the one
reading-size var, fontFamily → --font-prose, background → --background
+ the derived raised/accent/edge palette (dark curve, today's exact
spacing: +8/+22/+47 per channel, clamped), sessionNameSerif →
--font-title (titles flip with ZERO chat.tsx edits), headingWeight →
new --lh-heading-weight token, bold/italic colors → the lh-ink vars.
Mode renders honestly DISABLED.
- Graph: the ladder grays a rung when any ANCESTOR is effectively off
(stored values persist, resolve inert — switch shows stored, graying
shows effective).
- Keyboard: view/rebind/reset over the registry; overrides persist in
lh:keymap and apply INSTANTLY (dispatcher reads per keydown); bare
modifier presses are ignored while armed; displayOnly actions list but
never rebind.
First-boot fix: {settings: null} is no-record, not fetch-failure.
CROSS-LANE (flagged for master): src/core/keyboard.ts gained the
open-settings action/binding and exports saveOverrides/loadOverrides
(one-liners; no existing pins); app/layout.tsx mounts the provider.
Live-verified: structure, record writes (general/tools/graph/appearance),
prose-size applying live (16→20px), rebind + chord navigation from
another page, ladder graying, no console errors. Gates: typecheck,
lint, 689/689 (28 new), build.
The other half-wired seam: Platform's settings 'agent.prompts' switches
had no consumer in the agent layer, and their effectivePromptSegments
mirrored the PRE-sources-v1 loader — the shared/ fragments dir (the
learner-files doctrine) was invisible to it, so a naive delegation would
have silently dropped the segment from both agents' prompts.
- src/core/prompt-segments.ts (NEW, pure): the mirror-layout path
grammar + segment types, defined exactly once; core stays zero-IO.
- src/agent/prompt-segments.ts (NEW, the CANONICAL discovery): base +
shared/ + per-agent fragments, override resolution, allSegmentPaths.
Composition is an agent concern; the agent layer reads its own tree
(the architecture law pins agent and store apart — the first direct
refactor attempt tripped the enforced import/no-restricted-paths
zone, hence the three-layer split).
- src/store/prompt-overrides.ts: slimmed to the override-file CRUD
behind the core port; shares the core grammar. Its doc no longer
claims to be the canonical mirror.
- teacher-agent: composeInstructions(kind, switches?) composes through
effectivePromptSegments — a segment whose switch is ON and whose
override file exists composes the override text. Switches-less calls
use the cached pure-source composition (byte-identical to the old
loader, pinned by test); AgentBuildOptions.promptSwitches threads
effective.agent.prompts per turn, composing fresh so override-file
writes flip the very next turn.
- server barrel: re-exports the agent module's resolution for the
settings routes (server→agent, the lawful direction).
Tests: byte-identical source pin, override swap-in (on/off/file-absent),
shared/ overridability in both agents, agent-construction threading,
updated segment-list pins with shared/ in composition order. This file
keeps owning PROMPTS_OVERRIDE_DIR (parallel-test discipline).
Gates: 671/671, typecheck, lint, build.
Reconciliation of the diverged tool-toggles seam (2026-09-19, master's
P2): Platform injected the resolved delta as an ad-hoc intersection on
AgentBuildOptions while the factories' enabled? param sat unread — the
seam was inert on both sides.
- teacher-agent: AgentBuildOptions gains toolToggles?: EnabledTools;
both constructors thread it to the factories (createTeacherTools /
createProberTools). An explicitly injected opts.tools registry is
never filtered — the caller owns it.
- Vocabulary ADJUDICATED with the user (2026-09-19): TOGGLEABLE_TOOLS is
the definitive list — the job tools only (research/demo/visual/pdf).
quiz/ask_user_question stay always-on forever (the prober's flow is
graded-quiz brackets -> probe_done; quiz-off collapses assessment and
teaching doctrine is built on graded verification — the wedge danger);
the learner-fs set, plan tools, and probe_done also always-on.
- settings-body (write side): unknown tool keys reject with 400 + the
supported list, mirroring the prompt-switch validation; the read-side
sanitizer stays lenient for forward-compat.
- chat-handler: the intersection is gone (field now first-class) and the
seam comment states the adjudicated vocabulary.
Gates: typecheck, 28 new/updated tests green (tool-toggles-bridge,
question-tools, settings-body), chat-flow + settings suites green.
Root cause of the live-test bugs (2026-09-19): pi passes every run's
AbortSignal to tool execute, but toPiTool dropped it — agent.abort()
only landed at the next step boundary, so a long local grep held its
turn hostage until the dev server's memory restart killed the run
mid-tool, freezing the record at its write-ahead state (the 'went
back in time' rollback).
- lh-tool: execute ctx gains signal (parent + timeout combined); every
call races a 30s system-level timeout with a 250ms cooperative grace —
abort kills a stuck tool but lets a poll-the-signal tool deliver its
partial results. Pre-aborted signals never fire listeners: checked
upfront. toolTimeoutMs is the test seam (pdfModelOverride idiom).
- fs-shared: walkFiles returns {timedOut, aborted} instead of throwing —
abort yields partial results.
- grep: the scan phase was unbounded (the walk's 10s deadline only
bounded collection) — same budget now checked per file; find/grep
check the signal and return partials with a notice.
- pending/chat: streamingToolActivity names the ACTUAL running tool —
a part sits input-streaming through its whole execution, so the old
shimmer called minutes-long greps 'Writing a question…'.
Tests: toPiTool guard (forward, abort, timeout, grace, question
bypass, ToolInputError passthrough), walk mid-abort, find/grep
pre-abort + mid-run abort, activity labels. Gates: 617/617.
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).
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.
The browser e2e check on the live dispatch session found the tool-pdf
part rendered NO card: the artifact renderer registry had no pdf entry
(the doc comment literally says "add your renderer here"), and the typed
TeacherUITools union + the chat.tsx job-part enumerations (poll cadence,
dispatch nudge, settle-sync) all missed the new tool kind.
- PdfJobCard in job-card.tsx: the research JobCard idiom, kind pdf —
registered in artifacts/index.ts.
- ui-message.ts: pdf entry in TeacherUITools (fire-and-forget ack output).
- chat.tsx: two mechanical "tool-pdf" additions to the research/demo/visual
enumerations — UI-stream file, flagged for review at merge (same
treatment as the activity-dock type-forced entries).
- demos.test.tsx: live/settled dispatch-card renders + registry pin.
Live dispatch smoke against the Turbopack dev server (master's ask,
2026-09-19) caught two things unit tests cannot - they run unbundled:
- Bundling pdfjs-dist broke its node fake-worker: the chunk-relative
pdf.worker.mjs import 404s inside .next/dev/server/chunks. Fix:
serverExternalPackages + tracing includes for legacy/ + standard_fonts/
(next.config.ts - a clearly-marked seam, same precedent as bcdcd51; the
standalone output now ships the worker and font files, verified).
- Real-world PDFs warned about missing standardFontDataUrl (non-embedded
standard fonts silently fall back) and flooded the log with JBIG2
warnings on scanned files. Fix: standardFontsDir() + verbosity 0 in
both the node ops and the headless canvas shim.
Verified live end-to-end on GEB (802pp, text layer): teacher dispatch,
12-step read with vision renders, brief with accurate page citations,
wake turn folding the resolution (Chapter IX, pp. 268-270) into the
lesson. Scanned/DRM Polya correctly refuses to fabricate citations.
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.
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.
Owner reframe (2026-09-18): the model + thinking + context controls on
the home graph view and /chat/new are not a draft overlay on a baked-in
default — they ARE the settings page for the default model, and the
user's last choice IS the default. BYOK first boot has no keys and
possibly no OpenRouter, so there is NO default to show: the controls
render 'no model' ('—') until the first pick.
The flash was the deeper symptom: the surfaces rendered from client
state that started empty and fetched truth afterward, so every visit
flashed the config pin (GLM/low — a dev artifact) for a few frames.
Fix at the root: both pages are now force-dynamic server components
that read the record (readDefaultSettings → initialSettings) and hand
it to the client — the first frame shows truth. Dynamic routes aren't
cached client-side (staleTimes.dynamic = 0), so every navigation
re-reads the record; the useDefaultSettings hook keeps only save-side
state (optimistic set + PUT). The GET-on-mount and its touch-guard are
gone.
ModelControl gains noDefaultModel (the default surfaces only): unset
settings render no model/level, never the catalog pin; the thinking
menu no-ops until a model exists. Chat surfaces keep the catalog
fallback — the engine runs the config pin when a session record has no
override, so the control keeps showing what will actually run.
Renamed draft→default throughout: data/default-settings.json,
GET/PUT /api/settings/defaults, useDefaultSettings. New sessions
still inherit the default on creation exactly as before.
Live-verified: first-boot 'no model' with zero flash, picker +
Shift+Tab cycle, values held across session→/chat/new→home roundtrips
and a reload (10×100ms samples, never the old default), zero console
errors.
Both new-session pages (the home graph view's topic dock and /chat/new)
held their model + thinking + knowledge-context choices in plain
useState(undefined) — every navigation reset them to config defaults.
Now both surfaces read/write ONE server-side record
(data/draft-settings.json via GET/PUT /api/settings/draft, the
render-settings pattern): whatever the learner last left the controls on
is what every later visit shows. useDraftSettings loads on mount with a
touch-guard (a slow GET never clobbers a fast choice), saves
optimistically. Session creation still carries the choice into the new
chat exactly as before; per-session settings are untouched.
The PUT validation is the exact per-chat contract — parseSettingsBody
extracted verbatim from app/api/chats/[id]/settings and shared by both
routes (unknown model/level → 400 with the supported list, never a
silent clamp). 400s on garbage, {} = the clear-overrides write.
Live-verified: Cmd+K+Enter model pick, Shift+Tab thinking cycle, context
slider — all held across home → session → home → /chat/new, and carried
into a created session's record.
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.
Owner polish pair before the settings milestone:
- Model menu: arrows walk the filtered results (clamped, no wrap) while
focus stays in the search field; Enter picks the walked row or, with no
walk yet, the first result; typing resets the walk; click and Enter
share one pickModel path; walked row gets a muted ring + scrollIntoView;
cheat-sheet display entries added.
- Graph: window resizes re-anchor the camera so the world point under the
pre-resize viewport center stays under the new center — the graph stays
visually still while scaling (was top-left pinned). viewW/H tracked in
syncSize; re-anchor applied through the zoom behavior (persistence and
card-dismiss unchanged); kFit refresh as before. Pixel-verified: 7/7
center samples identical across a 300x200 shrink.
Owner live-test rounds on waves A/B:
- Alt+arrows no longer ALSO walk the question rows (dock ignores
alt/meta/ctrl combos; session cycling keeps them exclusively)
- question walk clamps at the ends — no wrap (faster to navigate)
- plain Tab toggles focus between the thinking field and the answer
rows (walked row by default); focus follows the walk while in the
rows; Shift+Tab stays the global thinking-level cycle
- Esc in the sessions search blurs back to normal (claims the key so
the window Esc chain does not fire)
- cheat sheet gains the Tab-in-question display entry
The shortcut architecture (owner-approved plan, 2026-09-17):
- src/keyboard.ts: pure action registry (id, label, scope, default
binding) + lh:keymap localStorage overrides + event normalization.
The settings milestone renders this same registry as its editor.
- components/keyboard-shortcuts.tsx: the single document-level keydown
listener (window level, bubble) owning the pieces no surface owns:
- Tab is DEAD (owner decision): browser tab-focus navigation is
abandoned; Tab is suppressed everywhere, Shift+Tab cycles the
thinking level.
- Esc is a layered dismiss: topmost popover first (popovers
stopPropagation their own Esc — usePopoverDismiss + ModelControl),
then dictation stop (lh:kbd-stop-dictation), then abort of an
in-flight turn (lh:kbd-abort-turn; server-side wake turns are
honestly non-stoppable — the seam only stops local streams).
- Global actions dispatch lh:kbd-<action> window events (the
lh:chat-renamed pattern); surfaces that aren't mounted simply
don't listen.
- The input guard: inside a typing surface only mod/alt combos (and
Tab) fire; bare keys pass through to the field.
- Cheat sheet overlay (?) renders from the registry, grouped by scope.
Bindings wired this wave: cmd+d dictation toggle, cmd+k model picker,
shift+tab thinking cycle, cmd+b sidebar, cmd+shift+f sessions search,
alt+up/down + alt+enter session cycling, cmd+g graph view, cmd+n new
session, f2 rename (chat), ? cheat sheet. Wave B adds the question
keyboard machine; wave C the per-surface bindings (find, import).
Verified live in the dev shell (CDP): all of the above via
Input.dispatchKeyEvent.
Co-Authored-By: Claude Fable 4.5 plus-plus <noreply@anthropic.com>
The web app becomes a desktop app without changing shape: the Electron
shell spawns the Next standalone server on a loopback port and points a
sandboxed window at it. All app logic stays in the Next server.
Bands:
1. LH_DATA_DIR seam (config.ts): PATHS.data/chats/graph derive from
process.env.LH_DATA_DIR (else repo data/, unchanged in dev). New
PATHS.modelCache routes the transformers.js embedding-model cache
(~300MB) to <data>/models when the seam is set — the default cache
inside node_modules is read-only in a packaged bundle. All existing
fs writes flow through PATHS; teacherPrompt stays ROOT-anchored
(read-only asset, ships inside the bundle by design).
tests/data-dir-seam.test.ts covers set/unset via child process.
2. Standalone build (next.config.ts + scripts/build-server.mjs):
output 'standalone'; outputFileTracingExcludes data/**/* keeps the
repo's real session data out of the bundle (verified: an unexcluded
scratch build traced 34 files / 716K of real chats + ledgers).
Two empirically-verified tracer gaps required outputFileTracingIncludes:
pi-ai's provider catalog (JSON import attributes — 39 files, 500s on
/api/models without them) and onnxruntime-node's sibling dylib
(libonnxruntime.dlopen via @rpath). build-server.mjs copies public/
and .next/static per docs, refuses a leaked data/ dir, and asserts
the runtime-read prompt .md assets are traced.
3. Electron shell (electron/main.cjs, no preload):
- single-instance lock (two instances would fight over the data dir);
- free port via listen(0); spawn via process.execPath +
ELECTRON_RUN_AS_NODE=1 with PORT/HOSTNAME=127.0.0.1/LH_DATA_DIR;
- BYOK: userData/auth.json, flat {VAR: value} JSON, mode 0600,
merged into the child env only when absent from the real env
(auth UI is the settings milestone; file is hand-editable);
- poll until the server answers (no ready event), then open a
contextIsolation+sandbox window; deny-by-default permission
handler (media allowed only from the loopback origin — mic/STT
groundwork); will-navigate pinned to origin, window.open denied
with external links to the system browser; macOS Edit-menu roles;
- quit path SIGTERM→3s→SIGKILL + exit/SIGHUP nets; child stdout
mirrored to userData/logs/main.log;
- dev mode via LH_DEV_URL: no spawn, points at next dev (HMR).
4. Packaging (electron-builder.yml + build/entitlements.mac.plist):
files = electron shell only; the whole .next payload ships via
extraResources from .next (filter standalone/**/*) — NOT from
.next/standalone directly: electron-builder hard-excludes a copy's
root node_modules and the default pattern is a literal match, so
node_modules/ and .next/ were silently dropped and the server died
with 'Cannot find module next'. Asar holds no native code.
Unsigned (identity: null) until a Developer ID cert exists; hardened
runtime + audio-input entitlements laid now for the STT milestone.
desktop:dev / desktop:dist scripts (electron 44, electron-builder 26).
Live smoke of the packaged .app: server up on a random loopback port,
all API routes 200, a real GLM chat turn answered end-to-end via
auth.json BYOK, chat persisted under userData/data, second instance
exited via the lock, no orphaned server child after quit.
Gates: typecheck, eslint, 500/500 tests (+2 data-dir-seam), build.
Rename (owner ask): clicking the header title opens edit mode with the
whole title selected — typing replaces, arrows move inside. Enter or a
click away commits (PUT /api/chats/:id); Escape and an empty commit
discard. renameChat joins the ChatStore port; like saveSettings it is
NOT conversation activity — updatedAt stays put so sidebar order never
churns on a rename. The sidebar patch is instant: the header dispatches
lh:chat-renamed and SessionsSidebar folds it into its snapshot (the 2.5s
poll is only a backstop). Sidebar right-click rename is DELIBERATELY
deferred: it needs a real context-menu system, which gets its own pass
later (owner decision, 2026-09-17).
Graph chrome:
- The extraction-coverage button moves between search and import; the
gear keeps the far-right corner. Coverage still renders on an EMPTY
graph (that is exactly when it matters).
- The no-match search note no longer shifts its siblings: the chrome
row is items-start (every button is 44px tall, so top alignment pins
the row while the search container grows downward).
- Popovers dismiss properly: pointerdown anywhere outside the control's
root (button + panel) closes it, and so does Escape. Two panels can
never be open at once — the sibling chrome buttons are outside the open
root, so pointerdown closes the first before the click opens the
second. New shared hook components/popover-dismiss.ts, wired into
both the settings gear and the coverage control.
Gates: typecheck, eslint, 498/498 (+2 rename store tests), build.
Live-verified: select-all/focus/Enter/Escape/empty/blur round-trip,
updatedAt untouched, sidebar instant patch; chrome order + frozen
positions under a no-match query; popover close via canvas, search
input, Esc, mutual exclusion, toggle intact.
11 commits on fbeca36: minimal-color rounds 1-2 (phase color retired,
the braille spinner is the one working indicator; the chip is label-only),
typography rounds 1-5 (three-font rule enforced — CMU titles, Source Sans
session titles, JetBrains mono; snapped type ladder in globals.css with
the xxs rung merged into xs; lh-input caret at the font-metric floor;
session titles at prose size, message counts and active-row weight dropped,
ISO dates), header rounds 6/6b/6c/6d (60px top bar aligned to the sidebar
LH band; the open-sidebar toggle matches the close glyph at size-4 both
ways; SidebarToggle always-mounted with a lockstep animated slot — no more
one-frame title jump; title at text-3xl).
Semantic change folded in: `busy` in the chats list now means exactly "a
teach turn is in flight" — background jobs no longer spin the session row
(the sidebar's Background agents section is their channel).
Merge fallout fixed in the merge: components/graph-coverage.tsx (main's
coverage panel) held the last three text-xxs uses; with the rung deleted
they silently lost their size — mechanically swapped to text-xs, matching
lh-ui's own swap in graph-context-marker.tsx.
No file overlap with main's waves since fbeca36 (extraction coverage,
lh-graph merge, world-scale bake) — clean auto-merge. Gates: typecheck,
eslint, 496/496 tests, build. Live-verified on the dev server: 60px
header with 32px CMU title, label-only chip, snapped ladder active
(--lh-prose-size 16px, no --text-xxs rule anywhere), sidebar rows with
ISO dates, animated sidebar toggle with no header jump.
The world-scale pivot (2026-09-17): node/label/arrowhead sizes were
calibrated as "screen px at fit zoom", a unit whose meaning depended on
the graph's own extent — a 13-node graph at kFit 3.65 rendered 5.3x
smaller nodes than a 338-node graph at kFit 0.69, with no slider values
able to reproduce the dense feel. Sizes are now canonical WORLD units
(graph-canvas.ts drops the ÷kFit division in geometry/regions/hit-test);
kFit survives only as the label-gate 1x reference. The renderer's module
doc and the SIZE SEMANTICS block in render-settings.ts carry the story.
Camera becomes pure persisted view state: {k, x, y} stored to localStorage
(lh.graph.camera.v1, 250ms debounce, flush on unmount), restored on mount
via the new initialCamera constructor arg; the hardcoded fit() runs only
on first-ever open. A pin test locks the d3 zoomIdentity composition.
Region blur becomes world units too (the last span-coupled quantity): the
old bitmap-px reach scaled with graph span, so the 2026-09-14
search-filter collapse fix is now structural (blurW = tuning.blur; the
cellRef anchor is gone). Charge default bumps to -240 (single source:
CHARGE_STRENGTH in layout.ts; CHARGE_RANGE re-anchored so -240 sits
dead-center).
The 2026-09-17 bake — the user's live-tuned defaults (nodeSize 2,
edgeWidth 1, arrowLength 2, labelSize 3, labelZoom 4 / "8x", dilation 20,
blur 20, edgeAlpha 0.2, bitmap 256) — plus the ladder pivot: every
non-physics knob moves on a hand-authored 11-stop ladder (x1.5/x1.33
series, quarter/half steps at the low end), default dead-center at slider
position 50, step 10 = one stop per detent. The sanitizer snaps ANY
incoming value to the nearest stop (ties break low), so stored files can
never hold 2.18137...977-style artifacts; pre-pivot files (sizeUnits !=
"world") reset only the four resemanticized size fields. Physics sliders
keep the fine-grained log mapping.
The label cross-fade becomes PROPORTIONAL to the gate (span = gate x
LABELS_FADE_RATIO): the old absolute 0.5-ratio span read as a 100%
relative change at the old 0.5 gate but a 12% sliver at the tuned 8x —
"lower zoom levels naturally produce a longer transitionary period".
At the 8x default the node→cluster handoff now fades across one full
ladder stop (8x -> 12x). labelZoomDisplay is absolute (ratio / 0.5) so
the tuned gate keeps reading "8x" now that 4 IS the default.
Gates: 495/495 tests, tsc/eslint/build clean.
- Draw order: the cluster-label block moves from layer 5 to THE LAST
layer of draw() — labels can never be occluded by node labels or
hover names (user 2026-09-17; chose "topmost" after reassessing that
discs were never actually on top — the white-out over discs is
source-over compositing of the 85%-alpha text over near-white node
fill, an optical contrast flip, not a draw-order bug).
- clusterLabelSize: new persisted setting (default 14 = the old
REGION_LABEL_SIZE constant, so rendering is pixel-identical). Screen
px at ANY zoom (drawn at size/k — camera-compensated, UI-like, same
law as before). Log-slider range [7, 28] puts the default dead-center
per the house slider law. Sanitized: old persisted files (no field)
fall back to 14.
- Panel: the Cluster labels checkbox moves from the Labels section
into Regions (user: cluster settings live with regions), joined by
the new "Cluster label size" slider. Labels stay decoupled from the
Background colors compute switch, as designed on 2026-09-16.
The region bitmap rebuilds only every REGION_EVERY-th frame while the
live sim runs, so during drags the tints stepped at 1/3 the frame
rate. Between rebuilds draw() now linearly blends the previous final
bitmap into the current one ('lighter' + globalAlpha weights = a true
lerp of the premultiplied pixels — no source-over alpha stacking).
Because box blur and the end-alpha scale are linear operators, lerping
the finished bitmaps is equivalent to fading coverage before the blur,
the mathematically exact form of the user's preferred pipeline. Two
tiny GPU blits per frame; splat/blur/readback still only on rebuilds.
New RegionTuning.enabled is a compute switch (not a paint toggle):
off skips the entire build (splat, blur, readback, blit) — the settings
panel exposes it as "Background colors". Cluster labels stay decoupled
and follow clusterLabels. Old persisted files predate the field and
sanitize to enabled: true.
THE MESSAGE IS THE UNIT OF COVERAGE (vision-extraction-coverage.md): a
per-chat append-only ledger (coverage.jsonl) records which messages the
pipeline has extracted, by content fingerprint over exactly what the
extraction view sees (one shared line builder — core/coverage.ts); the
uncovered remainder is DERIVED at read time, never dual-tracked. A quiz
answer merging into the asking message re-opens only that message;
plan-block data-part attach never re-opens anything.
- The trigger (turn-service) replaces every-3-quiz-answers with
uncovered-tokens >= EXTRACTION.chunkTokens (4096) — quiz-less sessions
extract too, content size is the honest signal.
- runExtraction is now chunked: token-budgeted batches of the oldest
uncovered consecutive messages (a tool call + result never split), each
merged batch checkpointing its messages' coverage atomically — an abort
or error loses at most the in-flight batch; merged batches stay covered.
- Observation refs are batch-tagged (obs:<batchTag>:<sourceId>): re-runs
of the same batch dedupe; a re-opened message's fresh understanding
lands as a new event. Fixes the old obs:p1 position-collision.
- New API: GET /api/graph/coverage (exact per-session derived coverage +
running flags, most-uncovered first) and POST /api/graph/coverage/extract
(manual run for one session, 409 while in flight).
- Graph view chrome: the coverage button opens a panel with every
session's covered/uncovered tokens and a per-session Extract button —
the manual answer to aborted runs, errors, and dormant tails. Renders
even when the graph is empty: an empty graph with uncovered sessions is
exactly when it matters. Polls only while open.
- Notes imports keep the whole-file checkpoint path (coverage undefined).
- Tests: pure-core coverage suite (11), chunked-pipeline suite (3:
multi-batch + no-op, abort-keeps-earlier-batches + remainder re-run,
re-open alone + data-part invisibility), panel render suite (5);
pendingQuizAnswers and its tests deleted as dead code. 486/486.
Live-smoked on real GLM: manual extract of "teach me modal realism" ran
one batch, wrote 4 coverage entries, panel flipped to "1.3k covered ·
complete" with the button disabled, graph refetched (nodes 11), usage
persisted with real stats.
Nothing exists purely for decoration: phase color-coding is retired
app-wide (phases only advance — every session ends Teaching — so
phase-as-signal was decoration with a one-time function), and what
state genuinely deserved — 'a turn is in flight' — is now carried by
MOTION alone, in the terminal's own glyph language.
- BrailleSpinner (components/braille-spinner.tsx): the canonical
cli-spinner sequence (⠋⠙⠹⠸⠼⠴⠦⠧⠇⠏) as exact dot bitmaps in a 2×4
braille cell, 80ms/frame (800ms cycle). Pure CSS: one shared keyframes,
frames staggered via animation-delay; no JS timer, no re-render per
frame — cheaper than the old breathing dot. Static contexts (SSR,
prefers-reduced-motion) show frame 0 — a legible glyph, not a blank.
- Sidebar rows: spinner ONLY while a teach turn is in flight; idle and
question-pending render NOTHING (a resting state has no scan value —
the meta line's 'Waiting for your answer' text carries it). The
three-state phase dot (pulse/solid/hollow) and PHASE_FILL/RING maps
are gone.
- Top bar PhaseChip: label-only pill; the old dot slot becomes the
spinner's home while a turn is in flight (busy prop wired from
ChatView's busy = localStream || turnInFlight). Transcript
PhaseDividers drop phase colors for monochrome rules + labels.
- API narrowing (app/api/chats/route.ts + ChatListItem contract):
busy = isTurnRunning ONLY — background jobs no longer count (the
sidebar's Background agents section is their channel; a per-row
spinner would double-signal them).
- globals.css: --phase-* tokens + lh-dot-breathe removed (dead after
the sweep — no remaining users).
Live-verified: idle/pending rows render no indicator, /chat/new chip is
label-only, 10 CSSAnimations at 800ms with correct 80ms stagger, static
frame 0 under reduced motion. Gates: typecheck, lint, 470/470, build.
Lane crossings to flag at merge: app/api/chats/route.ts + the
ChatListItem contract comment (src/core) — the busy-semantics narrowing;
components/chat.tsx one-line busy prop.
The owner's three-part test of the context-injection flow surfaced
timing/visibility bugs, fixed as standing ground rules for ALL background
processes (owner rules, 2026-09-15):
1. THE JOB STARTS AT SEND. triggerGraphContext moves from onFinish to
right after the write-ahead persist in handleChatRequest: its only
input is the first typed message (the topic), just made durable — so
embedding + cosine scan run CONCURRENT with the prober's turn and
the dock blob appears the moment the session starts, not after turn
one finishes. Extraction stays at onFinish (it needs answers
accumulated DURING the turn).
2. DELIVERED CONTENT SHOWS MID-TURN. Steers inserted server-side
(claimed at turn start, persisted write-ahead) used to wait for the
next turn's completion to appear — the full record sync mid-stream
is forbidden (it breaks the SDK's in-place continuation merge), so
adoption was deferred to idle. New append-only seam: core
mergeAdopted() inserts the record's new message ids in canonical
order (in-flight streaming tail kept last) and never rewrites a
local message; any other shape bails to the full-sync-at-idle net.
Wired at three points, no new standing polls:
- turn-start window: three bounded record fetches (400ms/1s/2s)
after a send catch the claimed steer while the turn streams;
self-terminating, survives the submitted->streaming flip.
- jobs-poll settle: mid-turn settles adopt append-only NOW, the
owed full sync still runs at idle.
- wake-adoption poll: each tick adopts persisted wake content, so
steers show at the wake turn's START, not its finish.
The dock stays honest with zero gap: jobs hold "running" while
queued behind a pending question ("delivering context"), then flip
done at claim/delivery — visible from start to delivery, and the
turn-start nudge (useActivity().refresh) clears it within ~150ms.
3. THE MARKER IS CLICKABLE (observability). The knowledge-context
SystemLine becomes GraphContextMarker: quiet line, popover with the
delivered propositions IN DELIVERY ORDER (most similar first — the
order the budget filled), each with its folded understanding level;
Esc / outside pointerdown close. The part data was already the audit
trail — now it's readable at the seam where it landed.
Tests: mergeAdopted unit pins (6), marker render pins (3) — 468/468,
tsc, eslint, build all green; live-smoked end-to-end: blob at send,
marker at t+500ms mid-turn, popover order + levels, instant dock clear.
The continuous 0-4096 dial was precision theater (a 128-token budget is
~2 propositions; nobody wants that granularity). Decided stops (owner,
2026-09-15): 0 / 64 / 256 / 1024 / 4096 / 16384 — the native range walks
positions 0-5 and maps through GRAPH_CONTEXT_TOKENS_STOPS in contracts.
Max rises to 16384 (route range follows); the server still accepts any
integer in range so a stale client cannot brick settings; non-stop
legacy values snap to the nearest stop for the thumb, readout stays
honest.
One shot per chat, fired at the first turn's onFinish: the session's
topic (its only typed message) is embedded as an EmbeddingGemma retrieval
query; the semantically closest graph propositions are selected under the
session's token budget (pure budget, no similarity threshold — the
decided doctrine) and delivered as a marker-only steer through the wake
pipeline, queuing behind pending questions like every sub-agent result.
- contracts: ChatSettings.graphContextTokens (default 1024, max 4096,
step 128, 0 = off); GraphContextData + graphContextText; the
graph-context JobKind + buildGraphContextSteer (id steer_ctx_<chatId>)
- core/graph-context.ts: brute-force cosine top-K, greedy chars/4 fill
under budget, most-recent UnderstandingLevel fold, count cap 64,
parse-don't-cast at the marker seam
- server: embedQuery (role-asymmetric query format, same warm singleton
— vector-space parity by construction); the runner (startGraphContext-
Injection one-shot gates; runGraphContextJob validates ledger parity);
wake branches (chatIdOf/jobIdOf, finalizeJob done, recoverStaleJobs
re-deliver or contextRespawn); abortJob kills context jobs SILENTLY
(nothing was promised in the lesson); turn-service trigger seam
- adapter: data-graph-context flattens to the canonical block (malformed
parts have no model face)
- UI: the budget slider (home dock + /chat/new draft, the session-data
strip); the quiet SystemLine "~537 · 10 propositions"; dock kind
"Knowledge context"; model-picker PUT now spreads settings (a model
pick can no longer clear the sibling override)
Live-smoked end to end on the real embedder + real GLM: seeded ledger
(10 propositions), session on "modal logic: possible worlds and the
necessity box" — job in the dock, queued behind the prober's question,
delivered on the answer, SystemLine in the transcript, wake turn reads
the block and continues the probe. Gates: tsc, lint, 459/459, build.
Per-stroke alpha baked into every stroke/disc accumulated through
source-over compositing: one shape 0.35, an orphan disc over anything
1-0.65^2 ~ 0.58, hubs toward 1.0 — a lone node's glow read as a
darker double-counted spot on top of other regions. The pipeline is
now dilate at full opacity -> blur -> scale the whole field by
edgeAlpha once at the end. Painted at 1, the alpha channel is a pure
coverage indicator (overlaps of any count contribute exactly 1.0),
the blur smooths it into a coverage falloff, and the final scaling
gives a constant interior alpha everywhere covered, varying only
across the blur edges. The blur-off path also runs the readback now
(radius 0 = copy) so the end-alpha applies uniformly without blur.
Interaction change (user-flagged, accepted for now): different
clusters' overlapping halos no longer blend hues proportionally —
the later-painted cluster covers the earlier, ownership boundaries
softened only by the blur reach. Verified: old build spread 36k of
55k tinted pixels above alpha 100 (stacking); new build concentrates
at 70-90 (0.35*255=89 interior with falloff), and an orphan disc now
reads no brighter than the skeleton it sits on.
Non-integer blur radii broke the rendering (the log slider mapped to
fractional values), so the control is now integer-only by design:
REGION_BLUR_OPTIONS with snap-to-nearest sanitization for any input,
same law as the bitmap resolution. The old off zone (blur 0) is gone;
stored 0s snap back into the set.
All graph panel controls are now user-facing and server-persisted:
the old session-only dev number inputs are gone. GraphRenderSettings
gains nested regions/physics sections (backward compatible: old flat
files load with defaults), and RegionTuning/PhysicsTuning moved from
the renderer into core/render-settings.ts — one shape, one sanitizer,
one source for the store, the panel, and the renderer.
Physics/region clamps are sweep-validated safe ranges (each field at
both ends + all four corners settles cleanly on the real graph: no
NaN, no explosion — linkStrength caps at 4 since 8 explodes and 5
wobbles; friction floors at 0.1 since 0 never damps). Panel: log
sliders (default = geometric mean = position 50, step 5), off-zone
sliders for blur/cluster pull (position 0 = exactly 0), a fixed-set
dropdown for bitmap resolution, depth-anchor modes promoted to the
select.
Two follow-ups on the semantic-cluster wave, both user-reported:
1. Region coloring: edge-only dilation (the anti-double-counting rule
from the Louvain era) left 114 of 338 cluster members completely
uncolored — semantic clusters contain members that share no
intra-cluster edge with anyone (90 edge-orphans + isolated
micro-topics), and 20 of 45 clusters painted nothing at all. Fix:
a disc (radius = dilation, same as a round cap) for exactly the
members no intra-cluster edge stroke reached. Every member is
painted by its edges' caps OR one disc, never both — the
no-double-counting rule survives. Verified live: all 74
orphans-in-clusters sit on tinted region pixels.
2. Depth modes (ORPHAN RULE): a node with no edges has no dependency
structure, so depth-0 stamping put 90 unconnected propositions on
the vertical baseline / radial base ring — meaning they don't have.
Orphans are now exempt from the depth force and get the regular
view's unprojected forces instead (full center gravity + full
cluster pull). Structured-node projections unchanged (x-only
gravity in vertical, none in radial; tangential-only cluster pull
in radial). Gravity in depth modes is a custom force with EXACTLY
d3's forceX/forceY math (strength × alpha — the first draft
forgot the alpha and shifted the settle). Verified live: radial
orphans follow their topics instead of the base ring; vertical
orphans spread 1006 world units (6/90 near the baseline band vs
90/90 before).
Louvain only ever found the reasoning chains (the graph is disconnected
by nature — every connected component became its own cluster) and
edge-orphans could never join anything. Clusters are now RELATED TOPICS:
propositions grouped by meaning.
- Embedder (src/server/embeddings.ts): in-process transformers.js v4
running EmbeddingGemma-300M q8 (MTEB 68.4, ~300MB one-time download),
MRL-truncated to 512d, "title: none | text:" prefix on 100% of inputs,
L2-normalized so cosine = dot. Model/dim mismatch voids the ledger
(full re-embed). Injected at the composition root — the agent layer
never imports the server layer (architecture law).
- Ledger (data/graph/embeddings.json): model + dim + vectors + the
persisted cluster partition. Reclustering runs at the END of every
embedding batch (post-merge hook, both front doors) — never per read
(the agglomerative pass is ~1.5s at 338 nodes).
- Clustering (src/core/semantic-clusters.ts): hand-rolled average-linkage
agglomerative over cosine (npm HDBSCAN is an abandoned alpha). Stragglers
stay singletons by default; attachStragglers is the all-in toggle.
Threshold 0.60 swept on the real graph: 26 topics, 74/90 edge-orphans
land in real topics, 10 stragglers.
- Consumers (snapshot, settle, namer, replay) read the persisted
partition — one cluster concept everywhere; core-survival label
matching unchanged (20/26 topics kept labels).
- Louvain retired: detectCommunities + graphology* deps deleted
(graphology-louvain had leaked into the client bundle since the
clusters wave); scripts/bench-graph.ts (dead FA2 bench) removed.
- scripts/embed-graph.ts: backfill/cold-start (338 nodes in 150s
including the one-time model download).
The graph's follows/supports edges encode derivation (premise ->
conclusion); the layout can now express that rank spatially, as a
session-only playground toggle (nothing promoted yet):
- inferenceDepths: longest chain from a base node, CYCLE-SAFE by
SCC condensation (Tarjan, iterative) — the DAG property is typical,
not guaranteed; cycle members share their component's depth (mutual
support = equal footing). O(V+E), pure, deterministic.
- DepthAnchor force: per-node target scalar — vertical mode rows
(baseline at the anchor centroid, arrows up), radial mode rings
(foundations center, outer boundary = edge of knowledge). The rank
is computed, not simulated: pairwise up-forces can't give baselines.
- Mode projections: gravity x-only in vertical / dropped in radial;
cluster pull x-only in vertical / tangential-only in radial; the
anchor re-blend preserves user arrangement in the FREE dimension
only (x / angle) — meaning owns the constrained axis, memory owns
the free one.
- setPhysicsTuning reheats (alpha 1): toggling a mode re-forms the
graph live and commits the new rest state; drag release is springy
along the constrained axis (node returns toward its level/ring).
- Sweep on the real graph: strength 0.8 = 215/216 arrows correct with
organic sag; 1.5 = crisp rows. 174 base nodes, max chain depth 7,
zero cycles in current data. replay-layout --depth=<mode> bakes a
mode into the ledger for rest-state experiments.
The 'virtual node' realized as a centroid force: two allocation-free
O(n) passes per tick (membership resolved once at sim creation;
Float64Array sums). Measured indistinguishable from force-off at 338
nodes (271ms vs 272ms per 400-tick settle).
- createGraphSimulation: SimOptions.clusterPull + linkStrength +
velocityDecay (physics controls plumbing); degree-scaled link
stiffness so linkStrength=1 is exactly d3's default
- settleGraphLayout split into layout-settle.ts (it computes the
Louvain partition for the pull); layout.ts stays browser-barrel-pure
- barrel no longer re-exports clusters.ts: graphology + louvain are
fully out of the client bundle (verified against built chunks)
- replay passes the per-batch partition; CLUSTER_PULL_STRENGTH=0.15
tuned by sweep: cluster spread 63->36 world units, centroid
separation and total span unchanged (no blob merge, no collapse)
The renderer grows a live d3 sim (createGraphSimulation, shared with
the server settle): pointerdown on a node pins fx/fy and pointer capture
(preventDefault kills the compat mousedown, so d3-zoom never pans); the
first CLICK_SLOP-exceeding move reheats to alphaTarget 0.3; release
un-pins and the sim anneals (release-and-relax) — alpha < 0.005 settles
it, a 250ms debounced onCommit PUTs the rest state. Verified live: 123fps
during a 320ms drag (regions rebuilding every 3rd frame), 85-tick settle,
then zero idle frames. A slop-free press stays a click (select, no reheat,
no commit). PUT /api/graph/positions sanitizes (finite coords, known ids)
and if the graph grew mid-drag runs ONE incremental settle with the
client's arrangement as anchors (50-id PUT test: anchored drift 0.15).
Cluster regions swap convex hulls for a low-res world-space SPLAT bitmap:
per-member radial-gradient discs (alpha 0.2) + intra-cluster edges as
round-cap strokes (Minkowski dilation — concave shapes finally render),
upscaled with bilinear smoothing (the upscale IS the blur, no ctx.filter:
Safari). One tiny blit per frame replaces 32 clusters x 4 offset
Path2D polygons re-rasterized at DPR 2 (the old GPU coil-whine path);
during the live sim the bitmap rebuilds every 3rd frame. cluster-geometry.ts
retires convexHull/offsetPolygon/traceRoundedPath (tests follow; clusterHue
stays). Region labels stay (centroid + clusterHue, inverse-gated on zoom).
One engine owns the equilibrium: the merge settle and (next commit)
the live drag both run createGraphSimulation — d3-force link springs,
1/d charge, weak centroid gravity — so a drag's rest state IS the
server's rest state. The FA2-era anchor mechanism survives as a
post-tick POSITION-SPACE re-blend (retention 0.85): d3's forceLink is
a Hooke spring (strength*(d-L)*alpha), which overpowers any force-space
anchor at long range — the re-blend is alpha-independent and always
wins as the sim anneals (the 675-unit drift bug). Gravity retuned for
d3's 1/d many-body falloff (bootstrap 0.2 / incremental 0.12: cluster
spacing lands ~400 world units, the FA2-era density). Rim orphans seed
(and anchor) at 1.7x the CONNECTED core's mean radius — a max-span-based
rim fed back on itself and ran the layout away to 6000 units. Replay:
338 positions in 1.6s, old-node shift within a batch 4.8 (FA2: 23).
The layout now EVOLVES instead of reshuffling on every extraction. A pure
core module (src/core/layout.ts) warm-starts forceAtlas2 from the positions
ledger (data/graph/positions.json, read-modify-write like sources.json,
updatedAt stamp for future live-physics conflict handling), re-blends every
previously-positioned node toward its anchor each iteration (retention 0.85
- old placements stay recognizable, strong forces still win), seeds new
nodes near their positioned neighbors, and seeds orphans on the rim outside
the core so they read as unconnected knowledge.
- Port/store: GraphStore.readPositions/writePositions; snapshot carries
positions when the ledger exists (optional - fresh graphs unchanged).
- Extraction pipeline settles synchronously after every merge (chat and
notes paths), before usage persist - the next /api/graph fetch already
reflects new nodes.
- View: the ledger IS the layout; the local one-shot FA2 pass survives
only as a fallback when no ledger exists.
- scripts/replay-layout.ts: simulates organic growth by replaying the
current 338-node graph one imported file at a time (real import order,
edges activate when both endpoints exist). Real run: 338 positions in
0.3s, 90-degree-0 orphans collecting at mean r=338 vs connected r=194.
- Also restores the cluster region fills (hull background colors) that
6692b19 had removed on a misreading of "no glow".
Live-verified: fit zoom derives from the ledger bbox, pickAt aligns with
ledger positions at every probe, hover/click/detail-card work, 408/408
tests, typecheck/lint/build green.
Future live physics stays cheap by design: the same pure function is the
merge-time settler and the future client simulator; a pinned node is just
an anchor with full retention.
- LABEL_GAP 6 -> 2 (user: labels sit way too far below their nodes).
- Hover glow is now PROPORTIONAL to the disc — outer radius = node radius
x 1.7 (GLOW_SCALE), matching the blur-a-copy-of-the-disc mental model,
instead of the old constant +6px pad that read huge on small nodes and
thin on big ones. GLOW_ALPHA 0.45 -> 0.3.
- Hover-OUT fade was broken by construction: draw() gated the glow on
hoverId, which nulls instantly on leave, so the 180ms fade-out ran
invisibly and the glow popped off in one frame. New hoverNode field
outlives hoverId through the outgoing fade (cleared when the fade
completes); verified live: 8 distinct frames over ~200ms then stable.
- Sliders rescaled per spec: ALL five are now log-scaled 0-100 with the
default dead-center at 50 (ranges chosen as default/4..default*4:
node/arrow/label size 0.5-8, edge width 0.25-4, labelZoom 0.0625-4),
coarse step 5 (21 stops; labels-until-zoom was "way too granular" at
201). Generic toSliderPosition/fromSliderPosition replace the
labelZoom-only pair; sanitize clamps follow the same range constants;
size sliders display compact values ("2", "1.6", "0.75").
EOF
- Defaults per user: nodeSize 2, edgeWidth 1, arrowLength 2, labelSize 2
(labelZoom 0.5 stays — reads as the "1x" they confirmed good).
- Label size slider floor 3 -> 1 so the default 2 is not the smallest
value; sanitize clamp widened to match.
- Cluster hull glow (layered low-alpha fills) removed for now: it read as
jagged up close (straight-line hull approximation at high zoom) and
does not belong until the layout settles. The solid viewer-relative
border and the inverse-gated region labels stay. HULL_FILL_LAYERS
constant deleted; hullShapes cache carries only the stroke path now.
- Saved render-settings.json reset so the new defaults apply on next load.
EOF
amosblomqvist