The loop fired requestAnimationFrame immediately and never awaited render(); with 150k particles + compute + bloom a frame can exceed 16ms, so rAF callbacks queued faster than the GPU could drain them and the camera/parallax visibly lagged behind the cursor. Now AWAIT sb.render(dt) before scheduling the next frame → the loop is capped to real GPU throughput, every frame reflects the latest pointer position, no backlog. Also snappier active-steer damping (lam 3.5→9, ~110ms converge) so input feels immediate; idle glide-home unchanged. renderFailures resets on success. Plus docs/MEMORY_CINEMA.md — complete feature reference for the cinema engine. Gate: svelte-check 0/0, 937 tests, verified live (parallax tracks cursor, no lag). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Memory Cinema — Complete Feature Reference
Memory Cinema turns your real memory graph into a directed, narrated, infinitely- diving cinematic experience rendered as a 150,000-particle WebGPU compute storm. It is the dashboard's signature pillar.
The whole thing is dynamically imported only on launch — the heavy WebGPU/TSL bundles never load for normal dashboard use. It boots a separate WebGPU canvas so the underlying WebGL graph (every current user's experience) is never touched — zero regression by construction.
Architecture — the 8 modules
| Module | Role |
|---|---|
pathfinder.ts |
Plans the narrative path through the real graph (a story, not a BFS dump) |
topology.ts |
Extracts graph signals (betweenness, contradictions, surprise, decay) |
auteur.ts |
The director's brain — a typed cinematography grammar + shot-plan contract |
narrator.ts |
Captions — 3-tier narration (LLM / local / deterministic) |
director.ts |
The camera runtime — executes the shot plan frame-by-frame |
sandbox.ts |
The isolated WebGPU stage — renderer, camera, selective bloom |
storm.ts |
The 150k-particle GPU compute storm — physics, geometry, color, immersion |
components/MemoryCinema.svelte |
The orchestration overlay — input, dream mode, UI |
Tier 1 — the narrative path (pathfinder.ts)
The bulletproof core that always runs, using only the nodes + edges the backend
returns. It plans a story: start at the origin (focused memory) → visit its
strongest-weighted connections → detour to a contradiction edge if one exists
(tension = interesting) → end on a recently-created node ("where the mind is now").
Each stop is a beat with a kind (origin/connection/contradiction/recent/bridge/
surprise). Falls back to weighted BFS. No LLM, no WebGPU, no network — if
everything else fails this alone produces a coherent, watchable flythrough.
Tier 2 — graph signal extraction (topology.ts)
Pure statistics over the real /api/graph data, computed once per launch:
- Brandes betweenness centrality — the most load-bearing memory (graph keystone)
- Connected-component clustering
- Contradiction detection + merge/supersede detection
- Surprise score (shared neighbors yet low edge weight = non-obvious link)
- Recency rank, FSRS retention, suppression pressure
The Auteur — the director's brain (auteur.ts)
A real cinematography grammar applied to your memories. The director (LLM Tier-1 or
a deterministic rule table Tier-2) produces a DirectorPlan: typed Shots, each
grounded in a real node and justified by a real metric.
- Moves: push_in, pull_back, orbit, crane, whip_pan, rack_focus, hold
- Angles: low = look up (power), high = look down (decay), eye
- Cuts: fly, hard_cut, match_cut
- Per shot: dutch roll, standoff, flight/dwell seconds, spring half-life, intensity, tension (0–1)
- Three acts (I/II/III), an emotional arc (man_in_hole, rags_to_riches, icarus, cinderella, oedipus, flat), a caption tone, a score cue
- A required
whyper shot citing the real graph metric - Carry-forward semantics: sparse/half-hallucinated plans always resolve to a coherent film.
Narration (narrator.ts)
- Tier 1: backend LLM (
/api/narrative) or opt-in on-device model (lazy-loaded only when "Local AI" enabled; never downloads weights unprompted). - Tier 2: deterministic structured captions from real data — instant, no network.
- Tier 3: can't fail — falls back to Tier 2.
- Optional voice via
speechSynthesis; typewriter caption stream (instant under reduced-motion).
The 150k-particle storm (storm.ts)
150,000 particles whose physics run entirely on the GPU via Three Shading Language compute nodes. One particle pool, one compute kernel, ~32 uniforms.
The 7-beat world journey
Each beat is a unique world — particles aren't swapped, only the forces (uWorld selects; uBlend crossfades over ~1s): 0 nebula mist (curl-noise flow) · 1 orbital anchor (cross-product spin) · 2 strange attractor (Thomas) · 3 detonation void · 4 crystal lattice (voxel snap) · 5 fluid galaxy (curl + swirl) · 6 phyllotaxis bloom (Vogel sunflower).
The impossible-geometry form pack (dream worlds 7–11)
Forms nobody renders as living particles, mapped over a (u,v) manifold grid (387²) so they read as a sculpted skin, not spaghetti: 7 supershape (3D superformula) · 8 Calabi–Yau (6D string-theory manifold, 4D→3D projection; α rotates through the 4th dimension) · 9 Boy's surface (non-orientable minimal immersion) · 10 Aizawa attractor shell · 11 gyroid↔Schwarz-D (triply- periodic minimal surface morph). Inline complex-math + hyperbolics (sinh/cosh expanded via exp; absent in three@0.172).
Color
- Full-spectrum iridescent palette (per-particle phase + radial shells + spatial bands + time + global drift).
- Per-world cosine (IQ) palettes — each world a distinct identity.
- The Color Blast: a long-lived uBlast envelope (~2.8s, decoupled from the fast physics burst so color outlives the shockwave) drives an outward spectral- dispersion wave (uBlastTime; prism order) over a blackbody ember core. Spectrum dominates (reads rainbow, not white); capped at 0.6 mix.
- Jarring inner/outer clash: the nested figure and shell use opposing color universes (ice↔fire, acid↔blood, gold↔violet, mint↔crimson, electric↔gold); uClash cycles the pair every beat.
3D-within-3D nesting
~34% of particles form a second, smaller, counter-rotating figure (a different world, ~52% scale) inside the outer shell — a figure within a figure.
Anti-white-out / "solid" systems
- Rim glow (Fresnel): bright edges, dim readable center.
- Emissive routing: the rainbow goes to BOTH colorNode and emissiveNode (the selective bloom reads emissive — the original white-out was an unset emissive).
- Hollow-shell spawn (the old tiny dense ball flashed white on frame 0).
- Act/beat-aware brightness (uActDim): beats 0/1 fade in soft, Acts II/III blaze.
The immersion stack
- Infinite Droste zoom (uZoomPeriod/uLambda/uZoomOn): the cloud dives inward forever. Two layers ride offset phases of fract(uTime/T); the outer grows pow(λ, phase) then snaps back invisibly (λ=1.923=1/0.52 makes inner→outer exact); the inner promotes by λ to become the next shell; a fresh inner spawns inside. A sin(phase·π) seam cross-fade in rimFactor makes each layer transparent at its snap → zero pop, seamless loop. Particle-space, not a camera dolly.
- Velocity-stretch flythrough (uCamVelView/uStreak/uMaxStretch): sprites stretch along screen-space camera velocity into warp streaks; the camera clamp floor relaxes (30→6) so it plunges inside the shell.
- DOF + volumetric fog (uFocus/uFocusRange/uDofDim/uFogDensity): off-focus particles dim (bokeh under bloom) + exp-falloff fog tints the far field → 3D atmospheric depth; rack-focus tracks the dive. All folded into a single depthFade Fn (three@0.172 constraint: positionView may be read from only ONE Fn per material output or the node-builder stack-overflows).
- Interactive parallax (overlay): pointer orbits, scroll/pinch zooms, damped; composed onto the director's base pose; idle eases back to 0; the sandbox re-clamp means framing can't break.
Physics safety
Hard velocity clamp, strong damping, boundary snap, dt clamp, serialized compute dispatches.
Endless dream mode
When the 7-beat tour ends, instead of freezing it drops into an infinite generative
loop (dreamBeat() every ~5.5s): a fresh random procedural figure (worlds 7–11, new
uMorphSeed → never the same twice), uChaos ramps up so each is wilder than the last,
a random clash pair, full color blast, infinite zoom + flythrough on. Overlay shows
"∞ Dreaming." Never idle.
The stage (sandbox.ts)
- Separate WebGPU renderer + scene + PerspectiveCamera (clamped to a safe distance band, always lookAt(origin) → the storm can never leave frame).
- Selective MRT bloom — blooms only the emissive channel against a clean void; falls back to a plain pass if MRT is unavailable on a driver.
- Per-frame camera-velocity tracking (one Vector3, zero compute) feeding the streak.
- Pass-throughs: setZoom, setStreak, setFlythrough, setCameraVel, setContainRadius.
Overlay & UX (MemoryCinema.svelte)
- Fullscreen launch, staged status (idle → planning → playing → done).
- Pre-roll "Director's Plan" card (logline + arc).
- Live captions, beat chips, director's-note ("why," citing a real metric), act indicator, tension sparkline, progress bar.
- WebGPU / Auteur / Live-captions badges; Voice + Local AI toggles.
Hhides all chrome for clean demo capture (faint restore hint;body.cinema-openhides the graph page's stats pill; overlay z-index 200).- Replay on completion.
- Graceful degradation: if WebGPU is unavailable or render fails 3× consecutively, drops to camera-only (captions still play) — never stalls.
- Reduced-motion fully honored: no parallax listeners, zoom/flythrough/streak gated off, jump-cuts instead of flights, instant captions.
Protection contract
On the shared graph page, <MemoryCinema> is wrapped in a clearly-commented
PROTECTED MEMORY CINEMA — DO NOT MODIFY boundary so the graph-control overhaul and
the cinema engine stay visibly distinct.