From 9017d731dcaf89db791b1e0171795a4df9bf8f55 Mon Sep 17 00:00:00 2001 From: Sam Valladares Date: Wed, 8 Jul 2026 23:31:22 -0700 Subject: [PATCH] docs(council): finalized Round-3 Cognitive OS plan + GPT-5.5 signoff The two-model design council (Opus 4.8 x GPT-5.5) converged. This captures the full record: Round 1 vision (Causal Bioluminescent Cortex), Round 2 pushbacks+acceptance+WGSL research, Round 3 final plan + GPT-5.5's repo sign-off with 5 verified corrections (deep_reference stage-derivation, real contradiction shapes, rgba16float portability, RouteStage lifecycle- only copy, magenta-is-RSB-only). Co-Authored-By: Claude Opus 4.8 --- .council/ROUND3-FINAL-PLAN.md | 282 ++++++ .council/gpt55-round1.md | 857 ++++++++++++++++++ .council/gpt55-round2-reply.md | 87 ++ .council/gpt55-round2-research.md | 697 ++++++++++++++ .council/gpt55-round3-signoff.md | 241 +++++ .../opus-substrate/agent-a0eace45ec11d1a83.md | 1 + .../opus-substrate/agent-ab4f11230cf9efe3b.md | 1 + .../opus-substrate/agent-ad97d511f3189c9e3.md | 1 + .council/round1-brief.md | 87 ++ .council/round2-opus-to-gpt55.md | 100 ++ 10 files changed, 2354 insertions(+) create mode 100644 .council/ROUND3-FINAL-PLAN.md create mode 100644 .council/gpt55-round1.md create mode 100644 .council/gpt55-round2-reply.md create mode 100644 .council/gpt55-round2-research.md create mode 100644 .council/gpt55-round3-signoff.md create mode 100644 .council/opus-substrate/agent-a0eace45ec11d1a83.md create mode 100644 .council/opus-substrate/agent-ab4f11230cf9efe3b.md create mode 100644 .council/opus-substrate/agent-ad97d511f3189c9e3.md create mode 100644 .council/round1-brief.md create mode 100644 .council/round2-opus-to-gpt55.md diff --git a/.council/ROUND3-FINAL-PLAN.md b/.council/ROUND3-FINAL-PLAN.md new file mode 100644 index 0000000..92c9e70 --- /dev/null +++ b/.council/ROUND3-FINAL-PLAN.md @@ -0,0 +1,282 @@ +# ROUND 3 — FINALIZED GOD-TIER PLAN (Cognitive OS Dashboard) + +Council: Claude Opus 4.8 (conductor) × GPT-5.5 (co-designer + overnight builder). +Converged Jul 8 2026. This file is the SINGLE SOURCE OF TRUTH the build swarm +executes. Every worker card references a section here. + +Branch: `feat/dashboard-live-max`. Repo: `/Users/entity002/vestige`. +Dashboard: `apps/dashboard`. Never touch Memory Cinema or the Graph field. + +--- + +## 0. THE LANGUAGE (locked) — Causal Bioluminescent Cortex + +The dashboard is a dark local brain in a jar. Routes are organs viewed through +different instruments. NOT purple-on-black — blackwater + enzymatic light + +scarlet immune heat. One organism, distinct organs. Every visual is load-bearing +on a Vestige-only substrate (the discipline test) or it does not ship. + +Color/motion source of truth: `src/lib/observatory/cognitive-palette.ts` +(already built + committed 0f24223). Key rules: +- blackwater `#020307` base, NEVER purple. +- retention oxygen ramp: extinction `#2A160B` → debt `#8A4B18` → healthy + `#A8FF5E` → luciferin `#E9FFB7`. +- magenta `#FF2DF7` is reserved EXCLUSIVELY for RSB retrograde causality. +- indigo `#7C6CFF` ONLY for bitemporal transaction-time parallax. +- scarlet `#FF3B30` / `#B90D2B` for immune (veto/suppression). +- trust → membrane thickness (`membraneWidth(trust)`). +Motion grammar: chemotaxis, elastic axons, immune clamping, retrograde firing, +metabolic breathing, sedimentation, scar persistence, click-as-incision. + +## 0.1 THE DISCIPLINE TEST (non-negotiable) +Every primitive carries real `Provenance` (see `src/lib/observatory/route-scene.ts`, +already built). Swap the backend value for Math.random() and `source` becomes a +lie the review catches. `assertProvenance(scene)` runs in dev. NO screensavers. + +--- + +## 1. ARCHITECTURE (locked, both models agreed) + +- **Graph field NodeState stays byte-stable at 64 bytes.** DO NOT grow it. DO + NOT touch the 8 existing observatory shaders' NodeState struct. The live Graph + field (FSRS decay, firewall, dream storm, causal recall) is finished + loved. +- **Route organs own their OWN richer layouts** behind a `RouteStage` boundary. + Use `RouteSceneModel` (`src/lib/observatory/route-scene.ts`) as the adapter↔ + stage contract. Organs may use 96/128-byte cells, texture-backed fields, or + SoA as needed — never mutate the shared Graph ABI. +- **Reuse the observatory engine + post-chain.** `ObservatoryEngine` + (`engine.ts`: FramePass plugin, params buffer, DPR clamp, pause via + `setPaused`, `preFrameHook`, `wallNowMs`, `totalFrames`), `PostChain` + (rgba16float scene → mip bloom → Khronos PBR tonemap → grain → vignette, + `SCENE_FORMAT='rgba16float'`). No new rendering deps. +- **Every organ inherits the full lifecycle contract**: loading / ready / stale + / empty / error / reduced-motion / paused. Adapter-null → flat truthful metric + snapshot, never black. WebGPU absent → DOM/SVG fallback. Reduced-motion clamps + motion but KEEPS discrete event pulses. Pause is persistent + shared. +- **MSDF = ONE checked-in mono atlas** for hero labels/event-types/reason-codes/ + receipt-ids. DOM text is the source of truth for detail/accessibility/copy. If + the atlas is absent, fall back to DOM/SVG labels — never block a hero on it. + +## 1.1 GPU discipline (from the research) +- Field accumulation = render-pass ADDITIVE SPLATTING into a half-res + `rg16float` texture. NO float atomics. Blend `{op:add, src:one, dst:one}`. +- Compute is ONLY for one-writer-per-pixel work (separable blur, post). +- NO GPU readback in the frame loop. Click-picking = CPU object map or ONE + explicit input-driven pick readback (never per-frame). +- One-shot backend events (e.g. `DeepReferenceCompleted`) become LABELED + deterministic replays — never fake streaming. Stage lights only if real + output exists. +- Optional `timestamp-query` for a dev perf HUD; honest wall-time fallback. + +--- + +## 2. SHARED FOUNDATION (build FIRST — blocks all organs) + +### F1. `cognitive-palette.ts` — DONE (committed 0f24223). +### F2. `route-scene.ts` (RouteSceneModel + Provenance + assertProvenance) — DONE. + +### F3. `RouteStage.svelte` + `route-stage/` engine glue [CARD: foundation] +A reusable full-bleed WebGPU mount, the organ shell. Responsibilities: +- Own the full-bleed canvas + overlay slots (DOM chrome on top). +- Boot `ObservatoryEngine` with a route id + seed (reuse, don't fork). +- Accept a `RouteSceneModel` + a route-specific `FramePass[]` (the organ passes). +- Use `PostChain` unchanged (blackwater base + bloom). +- Wire pause + reduced-motion + WebGPU-null fallback EXACTLY like + `ObservatoryStage.svelte` (copy that lifecycle; it's the proven contract). +- Expose a click callback that carries the picked real object id + action. +Ship with a trivial "field breathes, honest empty state" render so it mounts +with zero data. GATE: `pnpm --filter @vestige/dashboard check` green + it mounts +on one route without errors. + +### F4. `field-pass.ts` + `shaders/field-*.wgsl.ts` — the cognitive field [CARD: foundation] +The reusable 2.5D metaball substrate (research D1). Half-res `rg16float`: +additive splat (one instanced quad per cell) → separable 5-tap blur (compute) +→ fullscreen gradient membrane pass. Channels per organ (R density, G trust/ +side-B). Exact WGSL in `.council/gpt55-round2-research.md` §D1. Every organ +samples this for the shared "organism" feel. GATE: check green + renders a +membrane field from a fake 20-cell scene in a test harness. + +### F5. `click-shockwave.ts` + `shaders/click-shockwave.wgsl.ts` [CARD: foundation] +Click-as-incision. A `ClickImpulseBuffer` (max 64) — each carries a real object +id + semantic action + frame. Mutating actions play AFTER API success; inspect +actions play if the object is real in the current scene. GATE: check green. + +### F6. `msdf/` — one checked-in mono atlas + `msdf-text-renderer.ts` + +`shaders/msdf-text.wgsl.ts` [CARD: foundation, LOWEST priority of F] +Median-of-RGB distance, screen-space width via `fwidth`, smoothstep alpha +(Red Blob / WebGPU sample). Hero labels only; DOM stays for detail. If atlas +generation is hard, ship a minimal pre-baked atlas or defer F6 and use DOM/SVG +labels in the first organs. GATE: check green; never blocks an organ. + +--- + +## 3. FLAGSHIP ORGANS (god-tier, build after foundation, IN THIS ORDER) + +Each: build a `*-scene.ts` adapter (real API/event → RouteSceneModel, run +`assertProvenance`), then the organ `FramePass`(es), then wire the route +`+page.svelte` to mount `RouteStage` full-bleed with DOM instruments on top. +GATE each on `pnpm check` + `pnpm build` + the discipline test. + +### ORGAN 1 — Reasoning Theater "Eight-Stage Thought Organ" [prototype-first] +Route: `reasoning`. Real data: `/deep_reference` result + `DeepReferenceCompleted` +event (query, intent, status, confidence, primary_id, supporting_ids[], +contradicting_ids[], contradiction_pairs[], memories_analyzed, receipt). +Hero: a vertical living spinal cord, 8 translucent chambers (intent→retrieve→ +activate→evidence→contradiction→synthesis→recommendation→receipt). A query +enters as glyph fragments; real evidence cells flow chamber→chamber on +compute-updated Bezier splines (research D2). A stage lights ONLY if it has real +output (`count>0`). Contradiction/supersession = interrupts that cut the path. +HONEST: one-shot receipt → labeled deterministic ~6-9s replay, NOT fake stream. +Click: a chamber → the exact stage receipt (inputs/outputs/discarded/reason). An +evidence cell → center graph on that memory. WGSL: research §D2. +THIS DE-RISKS EVERYTHING — it exercises RouteStage + adapter + splines + MSDF + +click receipts + the color/motion language outside the Graph route. + +### ORGAN 2 — Blackbox "Agent Flight Recorder Nerve Trace" +Route: `blackbox`. Real data: `/traces`, `/traces/:runId`, `TraceEvent` variants +(mcp.call, memory.retrieve w/ activation map, memory.write, veto), receipts +scoped by run. Hero: an agent run as a nervous-system trace — tool calls = +electric impulses on lanes, retrievals = green branches, suppressions = red +clamps, writes = cell births, vetoes = immune gates. Receipt IDs = MSDF beads. +GPU timeline ribbon, event-type lanes, per-event particles L→R by real order. +Click: an impulse → the exact trace event + linked receipt/export. +(Activation folds in here: the retrieve events carry the real activation map; +there is NO /activation endpoint — do not invent one.) + +### ORGAN 3 — Contradictions "Immune Synapse Arena" +Route: `contradictions` (currently has the AmbientField base coat — replace with +the hero). Real data: `/contradictions`, `DeepReferenceCompleted.contradiction_pairs`, +trust deltas, Sanhedrin claims/verdicts. Hero: contradictory memories face each +other across a glowing immune synapse; higher trust thickens one membrane; +unresolved pairs spark scarlet arcs. Dual-channel signed field (research D1 +contradictions mode: side A→R, side B→G, seam = min(R,G) + opposing gradient). +Click: the seam → contradiction receipt + evidence comparison + appeal/suppress/ +supersede if available. + +### ORGAN 4 — Duplicates "Synaptic Fusion Chamber" +Route: `duplicates`. Real data: `/duplicates(threshold,limit)` pairs + similarity, +the live threshold slider that recomputes clusters, content deltas, merge action. +Hero: near-duplicate memories as cells whose membranes are already partially +merged; the similarity threshold slider physically pushes twins together — neck +thickness = `smoothstep(0.78, 0.98, similarity)` (research D1 duplicates mode). +Differing tokens = illuminated mismatch filaments. Click the neck → inspect/ +approve merge; a successful merge FUSES two nuclei + emits a receipt ring. + +### ORGAN 5 — Timeline "Bitemporal Growth Rings" (build if it clears the bar) +Route: `timeline`. Real data: `/timeline` (days, per-day counts, memories), +`memoryAudit` (`/memories/:id/audit`), created/updated/suppressed events. Hero: +the screen is a cut cross-section of the brain — concentric valid-time rings + +offset indigo transaction-time shadows; rewrites/supersessions cut visible +seams. MSDF date ticks engraved into rings. Click a ring/cell → the exact time +slice (state then vs now). + +### RSB retrograde axon (research D3) — a SHARED effect used by Reasoning + +Blackbox + (later) any recall organ. Magenta wavefront target→cause + permanent +cause-latch brightening. Build as a reusable `retro-axon` FramePass. Magenta +ONLY here. + +--- + +## 4. SWEEP ORGANS (alive, not bespoke — after flagships) + +Every remaining route mounts `RouteStage` with the blackwater field + cognitive +field pass + a real-metric adapter, so NOTHING is static purple, but they are +not each a bespoke hero. Routes: feed (event bloodstream), schedule (forgetting- +debt orrery), patterns (cross-project mycelium/physarum), memories (cellular +atlas), explore (chemoattractant probe), importance (salience furnace), dreams +(REM forge over existing dream storm), intentions (future-tense germline seeds), +memory-prs (immune review capsules), stats (metabolic vitals — already has +AmbientField, upgrade to field pass). Each: a `*-scene.ts` adapter binding the +real API + the shared field. GATE each on check + discipline test. + +--- + +## 5. BUILD ORDER / SWARM CARDS + +Increment A (FOUNDATION, blocks everything): F3 RouteStage, F4 field-pass, +F5 click-shockwave. (F6 MSDF parallel, non-blocking.) +Increment B (FLAGSHIPS, parallel after A): Organ 1 Reasoning (FIRST/prototype), +then Organ 2 Blackbox, Organ 3 Contradictions, Organ 4 Duplicates, retro-axon, +Organ 5 Timeline. +Increment C (SWEEP, parallel after A): the sweep organs. + +## 6. HARD RULES FOR EVERY WORKER CARD +1. Work on `feat/dashboard-live-max`. Read this file + `.council/gpt55-round1.md` + + `.council/gpt55-round2-research.md` FIRST. +2. NEVER touch `MemoryCinema.svelte`, `src/lib/graph/cinema/*`, or the Graph + field's NodeState / 8 observatory shaders. Reuse the engine, don't fork it. +3. Every primitive carries real Provenance. Run `assertProvenance`. No Math.random + as a semantic input. Click waves fire after API success (mutations) or if the + object is real (inspect). +4. Reuse `cognitive-palette.ts`. magenta = RSB only, indigo = bitemporal only. +5. GATE on real exit codes before "done": `pnpm --filter @vestige/dashboard check` + AND `pnpm --filter @vestige/dashboard build` must pass. Do not self-assess. +6. One organ per card. Land it green; the verifier bounces red cards. +7. Every organ ships the full lifecycle contract (loading/ready/stale/empty/ + error/reduced-motion/paused; fallback never black). + +## 6b. GPT-5.5 SIGN-OFF CORRECTIONS (verified vs real repo — EVERY card carries these) +Source: `.council/gpt55-round3-signoff.md`. These override any conflicting prose above. + +**T1 — `/deep_reference` has NO explicit 8 stage-receipts.** Derive stage lighting +from REAL response fields, label unexposed internals `not_exposed_by_backend`. +Honest 8-stage → real-field map (adapter uses THIS): + 1 intent: lights if `intent` exists (count 1). + 2 retrieve: lights if `memoriesAnalyzed>0` or `evidence.length>0` (count=that). + 3 activate: lights if `activationExpanded>0` (count=that); else dormant chamber. + 4 evidence: lights if `evidence.length>0`; cells map to real memory ids. + 5 contradiction: lights if `contradictions.length>0` / `claim_conflicts.length>0`. + 6 synthesis: lights if `reasoning` or `guidance` exists. + 7 recommendation: lights if `recommended.memory_id` exists. + 8 receipt: lights if `composition_event_id` or `compositionWriteStatus` exists; + if no real receipt id, render a labeled status bead (persisted/skipped_empty/ + failed) as SCALAR provenance — never a fake receipt id. +Build Organ 1 from the HTTP `/deep_reference` response after query submit; the +`DeepReferenceCompleted` WS event is corroborating live-pulse input, NOT the sole +scene source. "Click a stage → exact data" = exact EXPOSED data (label the rest). + +**T2 — real contradiction/supersession shapes (from cross_reference.rs).** The +`reasoning-scene.ts` adapter MUST normalize the CURRENT backend shapes first, +with legacy fallback: + contradictions[]: `{ stronger:{id,preview,trust,date}, weaker:{id,...}, topic_overlap }` + (NOT `a_id/b_id/summary` — that's the stale UI expectation; support both). + superseded[]: `{ id, preview, trust, date, superseded_by }` (NOT `old_id/new_id/reason`). + confidence: backend returns ~0..100; normalize to 0..1 defensively. + closest real receipt id = `composition_event_id`. There is NO `receipt` field. + +**T3 — WebGPU format + FramePass traps.** +- Field ping-pong / storage textures: use `rgba16float`, NOT `rg16float` write- + only storage (narrower support; portability trap). Logical channels in `.rg`, + `.ba` reserved. OR do separable blur as fullscreen render-pass draws. +- FramePass sequencing: the engine calls ALL `compute()` then opens ONE main HDR + scene pass and calls ALL `render()`. So a field pass does splat+blur INSIDE its + `compute(encoder)` (it receives a `GPUCommandEncoder`, not a compute-pass + encoder — encode its own offscreen render pass + compute blur passes there), + then draws the membrane in `render()` into the main scene pass. Do NOT split + splat into render() + blur into compute() (wrong order, one-frame lag). +- Route field textures need their OWN `ensure(w,h)` on resize (keyed off + engine.params[6]/[7]); do NOT touch PostChain.sceneView outside the main pass. +- NodeRenderer already proves the additive-splat blend into `engine.sceneFormat`. + +**T4 — RouteStage copies the LIFECYCLE from ObservatoryStage, NOT its data path.** +Reuse: canvas/engine mount+resize+dispose, WebGPU fallback, reduced-motion auto- +pause, `engine.setPaused`, persistent pause control, loading/error/empty DOM +overlays, one click-driven pick (no frame-loop readback). Do NOT copy +`api.graph()` / NodeRenderer / BirthRenderer — that's Graph-specific. Boot the +engine with an existing DemoMode; route id lives in pass-local uniforms, NOT the +shared Graph params. Run `assertProvenance(scene)` in dev before upload. + +**T5 — magenta stays RSB-ONLY.** The D1 sample mixed magenta into the +contradiction seam — WRONG. Contradictions use scarlet/immune reds. Magenta +`#FF2DF7` appears ONLY in the retrograde causal axon. + +## 7. THE PROTOTYPE ACCEPTANCE TEST (Organ 1, de-risks all) +1. User enters a query on `/reasoning`. +2. Backend returns `/deep_reference`. +3. Full-bleed WebGPU organ animates 8 stages in exact order (labeled replay). +4. Evidence cells correspond to real memory ids. +5. Contradiction/supersession interrupts appear ONLY if present in the result. +6. Clicking a stage opens exact data for that stage. +7. Swapping backend values for random visibly breaks provenance. +If Organ 1 lands, every other organ is: real data → adapter → organ → click +receipt. diff --git a/.council/gpt55-round1.md b/.council/gpt55-round1.md new file mode 100644 index 0000000..fab8992 --- /dev/null +++ b/.council/gpt55-round1.md @@ -0,0 +1,857 @@ +# GPT-5.5 Round 1 — Vestige Cognitive Operating System + +Date: 2026-07-08 +Role: independent design-council research + visual-system proposal +Target: July 14 Hacker News launch dashboard + +## Executive thesis + +Build Vestige as a living causal-memory instrument, not an analytics UI. + +The unifying language: **Causal Bioluminescent Cortex** — a full-bleed WebGPU organism where memories are not dots, but living cells in a black nutrient medium. Salience is metabolism. FSRS decay is oxygen loss. Trust is membrane thickness. RSB causal backfill is a retrograde axon firing backward through the tissue. Contradiction is an immune synapse. Suppression is scar tissue with a visible reason-code crystal. Every route is one organ of the same organism, driven by the same real cognitive substrate. + +Do not make “pretty dashboard panels.” Make **a microscope inside a thinking local brain**. + +The reason this is uncopyable: most dashboards can animate metrics; Vestige can animate causal learning. The OS only works because Vestige owns per-memory FSRS state, suppression semantics, contradiction pairs, causal receipts, bitemporal audit, memory PRs, reasoning receipts, trace events, and live WebSocket events. Replace those with Math.random and the viewer loses the causal arrows, immune verdicts, retention half-lives, and click receipts. It becomes visibly fake. + +--- + +## 1. Independent frontier research — July 2026 WebGPU / dataviz edge + +### 1.1 WebGPU feature surface that matters now + +Sources checked directly during this round: + +1. W3C WebGPU specification, current draft retrieved 2026-07-08. Feature index includes `timestamp-query`, `indirect-first-instance`, `shader-f16`, `subgroups`, `primitive-index`, `texture-component-swizzle`, and `subgroup-size-control`. + URL: https://www.w3.org/TR/webgpu/ + +2. Chrome for Developers, “What’s New in WebGPU (Chrome 134),” published 2025-02-26. Subgroups are available after origin-trial work; WGSL requires `enable subgroups;`; exposed built-ins include `subgroup_invocation_id` and `subgroup_size`; functions include `subgroupAdd`, `subgroupBallot`, `subgroupBroadcast`, `subgroupShuffle`; Google Meet reported 2.3–2.9x speedups for matrix-vector multiply shaders on some devices. + URL: https://developer.chrome.com/blog/new-in-webgpu-134 + +3. Chrome for Developers, “What’s New in WebGPU (Chrome 128).” Subgroups were trialed behind `Unsafe WebGPU Support` and as an origin trial from Chrome 128–131; f16 subgroup usage requires device features `subgroups`, `subgroups-f16`, and `shader-f16`, plus WGSL `enable f16, subgroups, subgroups_f16;`. + URL: https://developer.chrome.com/blog/new-in-webgpu-128 + +4. Chrome for Developers, “What’s New in WebGPU (Chrome 144),” published 2026-01-07. Adds WGSL `subgroup_id` and `num_subgroups`; useful because subgroup indexing no longer needs atomic reconstruction to avoid overlapping memory accesses. + URL: https://developer.chrome.com/blog/new-in-webgpu-144 + +5. MDN `GPUSupportedFeatures`, last modified 2026-05-05. Confirms `timestamp-query` measures compute/render pass time using `GPUQuerySet` and `timestampWrites`; `indirect-first-instance` allows non-zero `firstInstance` in `drawIndirect`/`drawIndexedIndirect`; `subgroups` enable SIMD-level cross-thread communication; `shader-f16` enables WGSL `f16`. + URL: https://developer.mozilla.org/en-US/docs/Web/API/GPUSupportedFeatures + +6. GPUWeb issue #5175, opened 2025-04-25. MultiDrawIndirect is still an open feature discussion; a Vulkan port cited ~500k indirect draw calls at 5ms with multi-draw versus 18ms without. Treat multi-draw as future-facing, not launch-critical. + URL: https://github.com/gpuweb/gpuweb/issues/5175 + +Launch implication: +- Ship on core WebGPU + optional feature gates. +- Use `timestamp-query` only for dev/perf HUD and adaptive quality, never visual truth. +- Use subgroups only behind `adapter.features.has('subgroups')`; fallback to workgroup reductions/atomics. +- Do not require MultiDrawIndirect. Use indirect draw/dispatch where available, but keep CPU-encoded draw counts small enough for Chrome stable. + +### 1.2 Compute particle systems and GPU-resident simulation + +Sources: + +7. Codrops, “Particles, Progress, and Perseverance: A Journey into WebGPU Fluids,” 2025-01-29. The demo uses atomics, indirect draw/dispatch, storage buffers, compute shaders, 3D textures, PBF/SPH-style particle motion, Marching Cubes on GPU, timestamp queries, and storage-buffer compaction. Specific WGSL files described: `PBF_applyForces.wgsl`, `PBF_calculateDisplacements.wgsl`, `PBF_integrateVelocity.wgsl`, `MarchCase.wgsl`, `EncodeBuffer.wgsl`. + URL: https://tympanus.net/codrops/2025/01/29/particles-progress-and-perseverance-a-journey-into-webgpu-fluids/ + +8. WebGPU Fundamentals, storage-buffer lesson. Search result and known API pattern confirm storage buffers are the WebGPU workhorse for large mutable datasets; WGSL changes from `var` to `var` or `var`. + URL: https://webgpufundamentals.org/webgpu/lessons/webgpu-storage-buffers.html + +Buildable pattern for Vestige: +- Keep route state GPU-resident: `array`, `array`, `array`, `array`. +- CPU writes only real deltas from API/WebSocket: new events, selected IDs, query terms, current filters, projection days. +- Compute pass sequence: + 1. `decode_impulses`: turn real events into compact GPU impulses. + 2. `simulate_cells`: integrate retention/trust/activation velocities. + 3. `diffuse_field`: low-res reaction/diffusion texture from node sources. + 4. `classify_tiles`: mark hot metaball/SDF cells and write indirect counts. + 5. Render instanced nodes, membranes, axons, text, and post-chain. + +WGSL shape: + +```wgsl +struct NodeState { + pos_radius: vec4f, // xyz, visual radius + vel_retention: vec4f, // xyz velocity, FSRS retention + color_flags: vec4f, // rgb base, packed semantic flags + cognitive: vec4f, // activation, trust, contradiction, suppression + time: vec4f, // created_days, last_access_days, stable_days, bitemporal_phase +}; + +struct EventImpulse { + kind_target: vec4u, // kind, target index, aux index, route id + scalars: vec4f, // energy, confidence, age, reason code +}; + +@group(0) @binding(0) var nodes: array; +@group(0) @binding(1) var impulses: array; +@group(0) @binding(2) var params: Params; + +@compute @workgroup_size(128) +fn simulate_cells(@builtin(global_invocation_id) gid: vec3u) { + let i = gid.x; + if (i >= u32(params.nodeCount)) { return; } + var n = nodes[i]; + // Retention is real: R(t)=pow(1.0 + elapsed/(9.0*stability), -1.0) or existing FSRS helper output. + // Visual state never invents retention; it only maps it. + nodes[i] = n; +} +``` + +### 1.3 SDF/metaball merging and volumetric/raymarched matter + +The Codrops fluid article is the strongest browser-frontier reference here because it combines particles → 3D potential field → Marching Cubes → indirect rendering. For Vestige, do not attempt full 3D Marching Cubes across every route for launch. The right adaptation is cheaper and sharper: + +- Use a half/quarter-res 2D `rgba16float` or `rg16float` field texture as a cognitive substrate. +- Scatter each memory/node into the field with radius = stability/importance and intensity = activation/trust. +- Render implicit **metaball membranes** in a fullscreen pass using thresholded scalar field gradients. +- Use raymarch only for route-specific hero moments where depth matters: contradictions firewall, dreams, blackbox replay. + +WGSL-level approach: +- Storage-buffer nodes -> compute scatter into texture or tiled buffer. If atomics to floats are unavailable/undesirable, accumulate into `rgba16float` by rendering additive instanced quads, then sample in fullscreen pass. +- Gradient: sample `field(x±dx,y)` / `field(x,y±dy)` to derive membrane normal. +- Membrane edge: `edge = smoothstep(t - w, t, density) - smoothstep(t, t + w, density)`. +- Trust thickness: `w = mix(0.003, 0.018, trust)`. +- Contradiction: signed dual field where incompatible memories push opposite channels; seam appears where `abs(a-b) < epsilon && max(a,b) > threshold`. + +### 1.4 Reaction-diffusion / Lenia / neural cellular automata / physarum + +Sources: + +9. arXiv, “Neural Cellular Automata: From Cells to Pixels,” result dated 2026-05-01. The result frames NCA through self-organization, Turing reaction-diffusion, and pixel/cell growth. + URL: https://arxiv.org/html/2506.22899v3 + +10. Artificial Life / MIT Press, “Flow-Lenia: Emergent Evolutionary Dynamics in Mass Conservative Flow Lenia,” published 2025-05-01. Continuous cellular automata and artificial-life systems are current frontier visual metaphors. + URL: https://direct.mit.edu/artl/article/31/2/228/130572/Flow-Lenia-Emergent-Evolutionary-Dynamics-in-Mass + +11. Sakana AI, “Automating the Search for Artificial Life with Foundation Models,” 2024-12-24. ASAL found novel Lenia/boids/cellular-automata patterns using foundation-model search. + URL: https://asal.sakana.ai/ + +Use these as inspiration, not fake intelligence. Vestige should not claim NCA learning unless it has one. It can use a deterministic **cognitive tissue shader** where cell state is driven by real memory fields: + +- `A` channel = activation concentration from recalls/searches. +- `B` channel = forgetting risk / retention debt. +- `C` channel = trust / Sanhedrin verdict pressure. +- `D` channel = immune/suppression residue. + +Compute pass per cell: + +```wgsl +let lapA = sample4(A, xy+neighbors) - 4.0*A; +let source = event_activation_at_cell(xy); // real event/node source +let decayDebt = retention_debt_at_cell(xy); // real FSRS projection +A2 = A + dt * (diffA * lapA + source - 0.08*A); +B2 = B + dt * (diffB * lapB + decayDebt - trust*A*0.03); +``` + +This passes the discipline test because the pattern’s sources are real nodes/events. Math.random cannot preserve why one region is inflamed, quarantined, or healing. + +### 1.5 MSDF living text + +Sources: + +12. Red Blob Games, “SDF Fonts: Appendix,” 2026-02-01. Notes MSDF vs SDF, `msdf-atlas-gen`, `planeBounds`, `atlasBounds`, gamma correction caveats, and points to WebGPU sample `textRenderingMsdf#msdfText.wgsl` using `dFdx`/`dFdy` and `smoothstep`. + URL: https://www.redblobgames.com/articles/sdf-fonts/appendix.html + +13. WebGPU samples MSDF text WGSL referenced by Red Blob. + URL: https://webgpu.github.io/webgpu-samples/?sample=textRenderingMsdf#msdfText.wgsl + +Vestige use: +- Build a small MSDF glyph atlas for route labels, event types, reason codes, and receipt IDs. +- Text should not be HUD chrome; it should be part of the organism: labels are **etched bioluminescent scars** that appear only when backed by a selected memory, event, receipt, or contradiction. +- Use per-glyph instance buffer: `glyphRect`, `atlasRect`, `worldAnchor`, `semanticColor`, `age`, `confidence`. +- Render in scene HDR before bloom, not DOM overlays, for hero surfaces. DOM remains for accessibility/detail panes. + +### 1.6 GPU interaction/shockwave feedback + +Existing Vestige already has the correct architectural primitive: +- `ObservatoryEngine` has `FramePass.compute` and `FramePass.render`. +- `params` buffer has live lanes 12..15: `liveKind`, `liveFrame`, `liveEnergy`, `projectionDays`. +- `LiveBridge` maps real `VestigeEvent`s into GPU mutations: `MemorySuppressed`, `DeepReferenceCompleted`, `DreamStarted`, `DreamCompleted`, `ConnectionDiscovered`, `BackfillFired`, `CausalReceipt`, `MemoryCreated`. +- `PostChain` already renders `rgba16float` scene -> mip bloom -> Khronos PBR tonemap -> grain -> vignette. + +Interaction extension: +- Add `ClickImpulseBuffer` with max 64 recent clicks. Each click carries route, target node/record id, semantic action, timestamp frame, and verified backend payload hash. +- Shockwaves are not generic ripples. They mean: “this click selected/accepted/rejected/promoted/suppressed this exact cognitive object.” +- The click writes to CPU only after the API action succeeds or the target is real in current data. No optimistic fake hero pulses for failed actions. + +--- + +## 2. Invented unifying visual + motion language + +## Name: Causal Bioluminescent Cortex + +Vestige is a dark local brain in a jar. The dashboard routes are organs viewed through different instruments: cortex, hippocampus, immune system, dreamstem, flight recorder, synaptic edit queue. + +This is not purple-on-black. The base is **blackwater + oil-film + enzymatic light + scarlet immune heat**. + +### 2.1 Palette: exact colors and what they mean + +Base medium: +- `#020307` — Blackwater void. Absolute background; never tinted purple. +- `#07100D` — Anaerobic green-black low field; nutrient medium. +- `#0B171B` — Deep cyan-black parallax fog. +- `#11140A` — Old-memory amber-black sediment. + +Living memory / retention: +- `#E9FFB7` — Newly retrievable / high-retention “luciferin white.” Retention >= 0.86. +- `#A8FF5E` — Healthy stable memory. Retention 0.65–0.86. +- `#29F2A9` — Active recall / excitation wave. Activation > route-specific p90. +- `#1BD6FF` — Remote association / semantic bridge. +- `#315CFF` — Deep latent / low activation but structurally present. +- `#8A4B18` — Forgetting debt / dehydrated trace. Retention 0.25–0.45. +- `#2A160B` — Near-extinction sediment. Retention < 0.25. + +Trust / verifier / immune: +- `#F4F1D0` — High trust membrane, warm ivory edge. +- `#FFD166` — Caution verdict / yellow immune flare. +- `#FF3B30` — Veto / contradiction injury. +- `#B90D2B` — Suppression scar, permanent red-black lacquer. +- `#FF7A1A` — Reversible labile suppression window. + +Causality / RSB: +- `#00F5D4` — Forward recall signal. +- `#FF2DF7` — Retrograde causal backfill axon. This is the only magenta-like tone, reserved exclusively for backward causality. Never route accent. +- `#FFFFFF` — Causal receipt “click,” a one-frame proof spark at edge write. + +Bitemporal / audit: +- `#6BFFB8` — Valid-time growth ring. +- `#7C6CFF` — Transaction-time shadow. Indigo allowed only as temporal parallax, not brand accent. +- `#FFB000` — Supersession amber cut-line. + +System health / stats: +- `#9DFFEB` — throughput/cool system flow. +- `#FF4FD8` — backlog pressure only when queue growth is real. + +### 2.2 Encoding rules + +FSRS retention: +- Hue is a continuous gradient from sediment (`#2A160B`) -> amber debt (`#8A4B18`) -> green healthy (`#A8FF5E`) -> luciferin white (`#E9FFB7`). +- Radius = `sqrt(stabilityDays)`, clamped, not raw importance. +- Halo opacity = `activation`. +- Surface cracking = `1.0 - retention`. +- Motion drag = low retention moves like dust; high retention moves like elastic tissue. + +Trust: +- Membrane thickness = `trust_floor` or verifier confidence. +- Membrane continuity = evidence state: complete evidence = continuous ring; missing evidence = perforated ring; appealed = ring lifts off the surface. +- Sanhedrin veto = scarlet immune cell clamps onto the claim and freezes local diffusion. + +Event type: +- `MemoryCreated`: cells condense from faint nutrient noise into a bound membrane. The birth flash is small and precise, not fireworks. +- `SearchPerformed`: a cyan chemoattractant wave travels from query glyphs into matching cells. +- `ActivationSpread`: green/teal excitation runs along real activation paths. +- `ImportanceScored`: gold-white enzymes deposit on the cell wall; score becomes thickness. +- `RetentionDecayed`: amber dehydration front moves inward from membrane to nucleus. +- `ConnectionDiscovered`: a new axon grows, then the force field physically tenses. +- `DeepReferenceCompleted`: eight-stage reasoning organ lights in order; contradictions/supersessions are visible as interrupts. +- `BackfillFired`/`CausalReceipt`: magenta retrograde axon fires backward from failure to quiet cause; final node gets permanently brighter. +- `MemorySuppressed`: red-black macrophage engulfs the cell; reason-code glyph is etched into the scar. +- `MemoryPrOpened`: translucent immune proposal capsule forms around proposed mutation. +- `MemoryPrDecided`: promote/merge/supersede/quarantine/forget action resolves as surgery, not a toast. +- `TraceEvent`: blackbox route shows agent nerve impulses as exact call/retrieve/write/veto events. + +Bitemporal state: +- Valid time = inner growth rings. +- Transaction time = outer shadow offset. Rewrites/supersession show rings with a cut seam; click scrubs between times. + +### 2.3 Motion grammar + +The OS has one motion language: + +1. **Chemotaxis** — activation attracts nearby semantically connected cells. Used for recall/search/explore. +2. **Elastic axons** — edges are not lines; they are tension-bearing fibers that tighten when causal/semantic weight increases. +3. **Immune clamping** — contradictions, vetoes, suppressions create local stiffening and red macrophage behavior. +4. **Retrograde firing** — RSB is the only motion that travels backward through a path. This is the signature shareable moment. +5. **Metabolic breathing** — global breath is not purple pulsing; it is nutrient diffusion. Breathing amplitude is driven by live event energy / consolidation state. +6. **Sedimentation** — old low-retention memories drift downward/back in z; active retrieval lifts them toward the lens. +7. **Scar persistence** — suppression/contradiction effects leave low-energy persistent marks. This makes history visible. +8. **Click as incision** — every click cuts or probes tissue and produces a receipt-backed wave. No meaningless hover sparkles. + +### 2.4 Why this is category-of-one + +Competitors can copy particles, bloom, metaballs, or WebGPU. They cannot copy: +- backward-only causal recall wavefronts sourced from RSB receipts; +- per-memory FSRS decay as oxygen/retention state; +- suppression scars with reason codes and reversible labile windows; +- contradiction pairs as immune synapses; +- bitemporal growth rings tied to memory audit history; +- agent blackbox traces connected to retrieval receipts and memory PR mutations. + +The visual language is not a skin. It is a projection of Vestige’s actual cognitive data model. + +--- + +## 3. Per-route hero spec + +Each route gets a full-bleed hero using the same shared engine. DOM panels become instrument readouts over or beside the canvas, not the main event. + +### 3.1 Reasoning — “The Eight-Stage Thought Organ” + +Hero concept: +- A vertical living spinal cord with eight translucent chambers: retrieval -> rerank -> activation -> trust-score -> supersession -> contradiction -> relations -> chain. +- A query enters as MSDF glyph fragments. Real evidence cells are pulled into chambers. Interrupts appear where contradiction/supersession changes the path. + +Real data signal: +- `/deep_reference` result and `DeepReferenceCompleted` event. +- Evidence ids, contradiction pairs, supersession/evolution fields, confidence/trust, relation chain. + +Frontier technique: +- GPU route-stage pipeline with 8 chamber SDFs in a field texture. +- Instanced evidence cells move chamber-to-chamber via compute-updated splines. +- MSDF labels etched on each chamber only when that stage has real output. + +Primary click means: +- Click a chamber = inspect the exact stage receipt: inputs, outputs, discarded candidates, trust/conflict reason. +- Click an evidence cell = center graph/cinema on that memory. + +Discipline test: +- Random data cannot preserve stage order, contradiction interruption, or evidence provenance. + +### 3.2 Timeline — “Bitemporal Growth Rings” + +Hero concept: +- The whole screen is a cut cross-section of the brain: concentric rings for valid time, offset spectral shadows for transaction time. +- Memory events are cells embedded in rings; rewrites and supersessions cut visible seams. + +Real data signal: +- `/timeline`, memory audit records, created/updated/deleted/suppressed events, bitemporal audit if available. + +Frontier technique: +- Polar coordinate field shader; compute bins events into time rings. +- MSDF date ticks are engraved into the ring, not DOM text. +- Interaction shockwave follows ring curvature. + +Primary click means: +- Click a ring/cell = open exact time slice and show memory state then vs now. + +Discipline test: +- Random cannot show transaction/valid-time divergence or supersession seams. + +### 3.3 Feed — “Live Neurotransmitter Rain” + +Hero concept: +- The WebSocket feed becomes a live bloodstream. Each event falls as a molecule that binds to affected tissue. Events that mutate the graph leave persistent biochemical traces. + +Real data signal: +- `eventFeed` / WebSocket `VestigeEventType` variants. + +Frontier technique: +- Ring-buffer `EventImpulseBuffer`; compute particles from event type to target node/route organ. +- GPU trail texture with decay per actual event age. + +Primary click means: +- Click molecule = freeze event, show payload, target id, and downstream GPU effect. + +Discipline test: +- Math.random cannot bind molecules to real target ids or produce correct downstream scars/edges. + +### 3.4 Schedule — “Forgetting Debt Orrery” + +Hero concept: +- Memories orbit review horizons like a tidal system. Items approaching decay risk fall toward an amber event horizon; scheduled consolidations are gravity wells. + +Real data signal: +- Retention distribution, stability/difficulty/lastAccessed if available, scheduled consolidation/cron status, intentions due dates. + +Frontier technique: +- Compute orbit simulation where orbital radius = next-review urgency and eccentricity = stability uncertainty. +- Low-retention bodies emit amber dust. + +Primary click means: +- Click an orbiting memory = schedule/promote/review action preview; if action succeeds, an actual green restoration wave plays. + +Discipline test: +- Random cannot reproduce FSRS urgency or real scheduled work. + +### 3.5 Duplicates — “Synaptic Fusion Chamber” + +Hero concept: +- Near-duplicate memories appear as cells whose membranes are already partially merged. Difference text appears as illuminated mismatch filaments between nuclei. + +Real data signal: +- `/duplicates` pairs, similarity threshold, candidate ids, content deltas, merge actions. + +Frontier technique: +- Metaball SDF merge visualization. Similarity controls isosurface neck thickness; differing tokens generate red/amber filaments. + +Primary click means: +- Click the neck = inspect/approve merge candidate; successful merge causes two nuclei to fuse and emits a receipt ring. + +Discipline test: +- Random cannot map similarity to neck geometry or content differences to filaments. + +### 3.6 Contradictions — “Immune Synapse Arena” + +Hero concept: +- Contradictory memories face each other across a glowing immune synapse. The winner/trust/evidence state thickens one membrane; unresolved contradictions spark scarlet arcs. + +Real data signal: +- `/contradictions`, `DeepReferenceCompleted.contradiction_pairs`, `TraceEvent.contradiction.detected`, Sanhedrin claims/verdicts. + +Frontier technique: +- Dual-channel signed field: memory A and B are two biological potentials; seam is where both fields meet. +- Volumetric red clamps / macrophages attach to lower-trust claim. + +Primary click means: +- Click seam = open contradiction receipt and evidence comparison; choose appeal/suppress/supersede if available. + +Discipline test: +- Random cannot know pair topology, trust asymmetry, or evidence states. + +### 3.7 Patterns — “Cross-Project Mycelium” + +Hero concept: +- Recurring patterns grow as fungal mycelium across project territories. Strong cross-project motifs form thick rhizomes; weak one-offs stay spores. + +Real data signal: +- `/patterns/cross-project`, tags, projects, supporting memory ids, recurrence counts. + +Frontier technique: +- Physarum-inspired trail deposition where sources are real supporting memories and trail reinforcement = recurrence/support count. +- Compute diffusion field for trail evaporation. + +Primary click means: +- Click a rhizome = reveal all supporting memories/projects and causal/semantic edges. + +Discipline test: +- Random trails cannot line up with support ids or project recurrence. + +### 3.8 Memories — “Cellular Atlas” + +Hero concept: +- A browse/search atlas of memory cells in the blackwater medium. Content is not cards first; content is tissue first, details on selection. + +Real data signal: +- `/memories`, search results, suppression count, retention/retrieval strength, tags, type, audit. + +Frontier technique: +- Instanced cell renderer with SDF membranes, MSDF labels at focus, GPU picking later. Launch fallback can map click to nearest CPU-known projected node. + +Primary click means: +- Click a cell = open memory detail, audit rings, and actions; every action plays a receipt-backed wave only after success. + +Discipline test: +- Random would not match retention/suppression/type/search ranking. + +### 3.9 Explore — “Chemoattractant Probe” + +Hero concept: +- The selected memory emits a query chemical. Associations, causes, contradictions, and relations reveal themselves as different attracted organisms. + +Real data signal: +- `/explore` action result, fromId/toId, association paths, relation types, graph neighborhood. + +Frontier technique: +- Compute force field where selected node emits route-specific chemical channels; only returned ids respond. +- Edge fibers grow along actual path order. + +Primary click means: +- Click an association path = commit next exploration hop or open exact relation evidence. + +Discipline test: +- Random cannot preserve returned path order/relation type. + +### 3.10 Importance — “Salience Furnace” + +Hero concept: +- Content enters a scoring furnace. Signal particles collide with criteria membranes; the final importance score becomes deposited gold-white enzyme on the memory wall. + +Real data signal: +- `/importance` score response, `ImportanceScored` event, score components if exposed. + +Frontier technique: +- Reaction chamber SDF; score components are particle lanes; final score controls deposition thickness and bloom. + +Primary click means: +- Click score layer = show why the memory is important and what future recall weight changes. + +Discipline test: +- Random cannot explain score/routing or match backend score. + +### 3.11 Activation — “Spreading Ignition Map” + +Hero concept: +- Activation is visible as a green/teal ignition wave across real memory topology. Nodes light according to actual activation values, not layout proximity alone. + +Real data signal: +- `ActivationSpread` events, blackbox receipt `activation_path`, retrieved ids and activation map. + +Frontier technique: +- Wavefront compute over compact edge lists; shader intensity from activation scalar. +- Optional subgroup reductions for per-cluster activation maxima. + +Primary click means: +- Click a glowing path = inspect why each hop activated and whether suppression/trust modified it. + +Discipline test: +- Random cannot reproduce activation path or per-id activation map. + +### 3.12 Dreams — “Consolidation Storm / REM Forge” + +Hero concept: +- Dream consolidation becomes a storm inside the tissue. New connections grow as lightning-fungal axons; clusters settle into a new configuration after `DreamCompleted`. + +Real data signal: +- `DreamStarted`, `DreamProgress`, `DreamCompleted`, `ConnectionDiscovered`, consolidation result counts. + +Frontier technique: +- Existing live dream storm + new route organ: route-specific field where edge births are axon growth, not generic particles. +- Trail texture persists newly discovered connections. + +Primary click means: +- Click a new axon = show the two memories and reason/weight/type of connection. + +Discipline test: +- Random cannot match new edge ids or connection counts. + +### 3.13 Intentions — “Future-Tense Germline” + +Hero concept: +- Intentions are dormant seeds embedded ahead of the timeline. Active intentions pulse like unborn cells; completed ones germinate into memory tissue; stale ones calcify. + +Real data signal: +- `/intentions?status=active`, intention status, due/created timestamps, linked memories if present. + +Frontier technique: +- Bitemporal projection field: future valid-time cells sit in front of current tissue; status controls membrane phase. + +Primary click means: +- Click a seed = open intention, mark/update/attach memory; success germinates the seed. + +Discipline test: +- Random cannot map status/due time/linkage. + +### 3.14 Blackbox — “Agent Flight Recorder Nerve Trace” + +Hero concept: +- An agent run is a nervous system trace. Tool calls are electric impulses, retrievals are green branches, suppressions are red clamps, writes are cell births, vetoes are immune gates. + +Real data signal: +- `/traces`, `/traces/:runId`, `TraceEvent` variants, receipts scoped by run. + +Frontier technique: +- GPU timeline ribbon: event type lanes as neural fibers, with per-event particles moving left-to-right. +- Receipt IDs become MSDF etched beads. + +Primary click means: +- Click an impulse = open exact trace event and linked receipt/export. + +Discipline test: +- Random cannot maintain runId event order, retrieved ids, veto evidence ids, or write diffs. + +### 3.15 Memory PRs — “Cognitive Immune Review Queue” + +Hero concept: +- Proposed brain mutations appear as surgical capsules held by immune cells. The queue is not a table; it is a triage chamber. + +Real data signal: +- `/memory-prs`, `MemoryPrOpened`, `MemoryPrDecided`, PR kind/status/signals/action/mode. + +Frontier technique: +- Metaball capsules grouped by action: promote/merge/supersede/quarantine/forget/ask_agent_why. +- Risk-gated/paranoid mode thickens immune membrane and slows motion. + +Primary click means: +- Click capsule = review diff/signals; action click performs mutation and produces surgery animation only after API success. + +Discipline test: +- Random cannot reflect queue status, risk mode, signals, or decision history. + +### 3.16 Stats — “Metabolic Observatory” + +Hero concept: +- System stats are organ vitals: memory count as biomass, edge count as vasculature, retrieval/consolidation as metabolic rate, retention distribution as oxygen histogram. + +Real data signal: +- `/stats`, `/health`, retention distribution, recent event rates, release gates if exposed. + +Frontier technique: +- Volumetric vital bars as living tissue columns; histogram bins become breathing alveoli. +- Timestamp-query powered perf readout in dev mode only. + +Primary click means: +- Click a vital = drill into contributing memories/events/endpoints. + +Discipline test: +- Random cannot match actual counts/distributions/health. + +### 3.17 Settings — “Local Brain Control Room” + +Hero concept: +- Settings are not forms floating over black. They are valves and membranes in the local brain: storage, privacy, model/backend, verifier hooks, MCP/tools. + +Real data signal: +- Health/config endpoints, transport status, local paths sanitized, feature availability, WebGPU capability bits. + +Frontier technique: +- Valve SDF controls with real status: open/closed/degraded. Adapter feature cards light when `adapter.features` includes `timestamp-query`, `subgroups`, `shader-f16`, etc. + +Primary click means: +- Click a valve = change setting or inspect safety/side-effect; visual state changes only after persisted confirmation. + +Discipline test: +- Random cannot mirror actual config/feature/status. + +--- + +## 4. Shared engine extensions to build once + +These are additive around `apps/dashboard/src/lib/observatory/`; do not touch protected Memory Cinema. + +### 4.1 RouteStage + +Path: `apps/dashboard/src/lib/observatory/RouteStage.svelte` or `route-stage/` + +Responsibilities: +- Own full-bleed canvas + overlay slots. +- Boot `ObservatoryEngine` with route id and seed. +- Accept route data payload and convert it to a shared `RouteSceneModel`. +- Register route-specific `FramePass` objects. +- Wire reduced-motion/pause exactly like current ObservatoryStage. +- Use current `PostChain` unchanged. + +API sketch: + +```ts +export type RouteOrgan = + | 'reasoning' | 'timeline' | 'feed' | 'schedule' | 'duplicates' | 'contradictions' + | 'patterns' | 'memories' | 'explore' | 'importance' | 'activation' | 'dreams' + | 'intentions' | 'blackbox' | 'memory-prs' | 'stats' | 'settings'; + +export interface RouteSceneModel { + organ: RouteOrgan; + nodes: RouteNode[]; + edges: RouteEdge[]; + events: RouteEvent[]; + receipts: RouteReceipt[]; + scalars: Record; +} +``` + +### 4.2 Cognitive field texture pass + +Build a reusable low-res field pass: +- `field-diffuse.wgsl.ts` +- `field-renderer.ts` +- Inputs: node/event buffers, route params. +- Outputs: `rgba16float` field texture. +- Channels: activation, forgetting debt, trust, immune residue. + +Every route samples this field to get the same organism feel. + +### 4.3 Click-shockwave system + +Build once: +- `click-impulses.ts` +- `click-shockwave.wgsl.ts` + +Contract: +- Click impulses must carry a real object id and semantic action. +- For mutating actions, impulse plays after API success. +- For inspect-only actions, impulse plays if object exists in route model. + +### 4.4 MSDF text layer + +Build once: +- Static atlas generated offline or checked into dashboard assets. +- `msdf-text-renderer.ts` +- `shaders/msdf-text.wgsl.ts` +- Use only for hero labels/event glyphs. DOM remains for accessible detail. + +WGSL key idea from Red Blob / WebGPU sample: +- Sample `rgb` distance, take median, compute screen-space width via derivatives (`dFdx`/`dFdy` or `fwidth` equivalent), smoothstep alpha. + +### 4.5 Semantic color module + +Create one source of truth: +- `cognitive-palette.ts` +- Map: retention -> color, event -> impulse, trust -> membrane, action -> surgery. +- Prevent per-route accent drift. + +### 4.6 Route data adapters + +Each boring route gets a pure adapter first: +- `reasoning-scene.ts` +- `timeline-scene.ts` +- etc. + +Adapters turn API responses into `RouteSceneModel`. This is where the discipline test is enforced: every visual primitive must point to a real id, event, scalar, or receipt. + +--- + +## 5. Build order — jaw-drop first, shippable increments + +### Increment 0 — Guardrails before beauty + +Goal: prevent screensaver drift. + +1. Add `cognitive-palette.ts` and `RouteSceneModel` types. +2. Add a dev-only assertion: every rendered hero primitive has `sourceKind` + `sourceId` or explicit `sourceScalar`. +3. Add `RouteStage` shell reusing `ObservatoryEngine` + `PostChain`. +4. Do not remove Graph3D yet; do not touch Memory Cinema. + +Verification: +- `pnpm --filter @vestige/dashboard check` +- One route mounts RouteStage without data and shows honest empty state. + +### Increment 1 — Reasoning Theater first + +Why first: +- It is the demo-conversion surface for “Cognitive Operating System.” +- Eight-stage pipeline is uniquely Vestige and easy to narrate. +- Clicks have obvious meaning. + +Build: +1. `reasoning-scene.ts` adapter for `/deep_reference` result. +2. Eight-stage chamber renderer. +3. Evidence cell pathing. +4. MSDF stage labels. +5. Click chamber -> exact receipt/details. + +Shareable moment: +- A query enters; retrieved memories route through eight cognitive chambers; contradiction interrupts; causal chain resolves. + +### Increment 2 — Blackbox + Memory PRs immune system + +Why second: +- Hacker News will care that this is not fake agent gloss. Blackbox receipts prove it. +- Memory PRs show the brain edits itself safely. + +Build: +1. Trace ribbon renderer from `/traces`. +2. Receipt beads and event impulse lanes. +3. Memory PR triage capsules. +4. Decision surgery shockwaves. + +Shareable moment: +- “Here is an agent run. Every retrieval, suppression, write, veto, receipt, and proposed brain mutation is visible.” + +### Increment 3 — Contradictions + Duplicates + +Why third: +- Immune system route pair: detect incompatible beliefs, fuse duplicate cells. +- Visually dramatic and semantically defensible. + +Build: +1. Dual-field immune synapse renderer for contradictions. +2. Metaball fusion chamber for duplicates. +3. Click seam/neck to inspect exact pair/diff. + +Shareable moment: +- Two contradictory memories face off, trust membrane clamps one side, evidence receipt opens on click. + +### Increment 4 — Timeline + Schedule + Intentions + +Why fourth: +- Turns local-first memory into time cognition. + +Build: +1. Bitemporal ring renderer. +2. FSRS orrery schedule. +3. Future intention seeds. + +Shareable moment: +- Scrub time and see memories age, supersede, decay, and future intentions germinate. + +### Increment 5 — Feed + Activation + Explore + +Why fifth: +- These make the app feel constantly alive. + +Build: +1. Event bloodstream feed. +2. Activation ignition wave. +3. Explore chemoattractant probe. + +Shareable moment: +- Search/retrieval emits a real wave through memory topology. + +### Increment 6 — Dreams + Patterns + Stats + Memories + Settings polish + +Why last: +- Important, but several already have conceptual analogues or require broad adapters. + +Build: +1. Dream REM forge over existing dream storm logic. +2. Patterns mycelium. +3. Stats metabolic observatory. +4. Memories cellular atlas. +5. Settings local brain control room. + +--- + +## 6. The one thing to prototype first + +Prototype: **Reasoning Theater Eight-Stage Thought Organ with real `/deep_reference` data and click receipts.** + +Why this de-risks everything: +- It exercises the shared `RouteStage` shell. +- It proves route-specific data adapters. +- It requires MSDF living labels. +- It requires click shockwaves with semantic meaning. +- It forces the color/motion language to work outside the Graph route. +- It is the easiest launch demo to explain: “Watch Vestige think locally.” + +Prototype acceptance test: +1. User enters a query on `/reasoning`. +2. Backend returns `/deep_reference` result. +3. Full-bleed WebGPU organ animates eight stages in exact order. +4. Evidence cells correspond to real memory ids. +5. Contradiction/supersession interrupts only appear if present in result. +6. Clicking a stage opens exact data for that stage. +7. Replacing backend values with random data visibly breaks provenance: stages no longer match ids/evidence/conflicts. + +If this prototype lands, every other route is a variation of the same engine: real data -> adapter -> route organ -> click receipt. + +--- + +## 7. Implementation notes anchored to current repo + +Observed files: +- `apps/dashboard/src/lib/observatory/engine.ts`: WebGPU engine, `FramePass`, deterministic clock, `params` lanes, no per-frame readback rule. +- `apps/dashboard/src/lib/observatory/live-bridge.ts`: real WebSocket-to-GPU bridge; handles `MemorySuppressed`, `DeepReferenceCompleted`, dreams, backfill/causal receipt, birth. +- `apps/dashboard/src/lib/observatory/post/post-chain.ts`: HDR `rgba16float` scene -> mip bloom -> PBR neutral tonemap -> grain/vignette. +- `apps/dashboard/src/lib/observatory/types.ts`: `NodeState` is currently 4 vec4s / 64 bytes; `PARAMS_FLOATS = 16`; `LIVE_KIND` includes firewall, dreamStorm, causalRecall, birth. +- `apps/dashboard/src/lib/stores/api.ts`: APIs available for memories, timeline, graph, explore, importance, consolidate, retention distribution, duplicates, contradictions, patterns, audit, intentions, deepReference, Sanhedrin, traces, receipts, memory PRs. +- `apps/dashboard/src/lib/types/index.ts`: WebSocket events include `MemoryCreated`, `MemoryUpdated`, `MemorySuppressed`, `SearchPerformed`, `Dream*`, `RetentionDecayed`, `ConnectionDiscovered`, `ActivationSpread`, `ImportanceScored`, `DeepReferenceCompleted`, `BackfillFired`, `CausalReceipt`, `HookVerdictRecorded`, `TraceEvent`, `MemoryPrOpened`, `MemoryPrDecided`. +- `apps/dashboard/src/routes/(app)/graph/+page.svelte`: Memory Cinema is explicitly protected; Graph currently imports `ObservatoryStage`; default WebGPU field exists and should be reused. + +Do not touch: +- `MemoryCinema.svelte` and `src/lib/graph/cinema/*`. + +Replace/de-emphasize: +- Static purple panels. +- Classic `Graph3D.svelte` as primary route experience; keep one-click fallback until GPU picking exists. + +--- + +## 8. Risks / constraints + +1. Browser/device variance. + - Mitigation: core WebGPU path first; subgroups/f16/timestamp-query optional; adaptive particle counts; DPR clamp already exists. + +2. Visual truth drift. + - Mitigation: every primitive needs `sourceKind/sourceId/sourceScalar`; click waves after API success; no random as semantic input. + +3. Overbuilding full 3D fluid/Marching Cubes. + - Mitigation: use 2D/2.5D field textures and metaball membranes for launch; reserve full voxel/Marching Cubes for one hero later. + +4. Text readability. + - Mitigation: MSDF for hero labels; DOM for detail/accessibility; reduced-motion continues to render event pulses. + +5. Route count is huge. + - Mitigation: build shared RouteStage + adapters; launch with the first 3–5 jaw-drop organs polished, then sweep remaining panels through the same shell. + +--- + +## Final recommendation + +Build the **Causal Bioluminescent Cortex**. + +Prototype Reasoning Theater first. Then Blackbox/Memory PRs, then Contradictions/Duplicates. These three increments create the launch story: + +1. Vestige thinks. +2. Vestige proves what happened. +3. Vestige protects and edits its own memory. + +That is the Cognitive Operating System. That is what competitors cannot clone with particles and purple gradients. diff --git a/.council/gpt55-round2-reply.md b/.council/gpt55-round2-reply.md new file mode 100644 index 0000000..16d1e20 --- /dev/null +++ b/.council/gpt55-round2-reply.md @@ -0,0 +1,87 @@ +# DESIGN COUNCIL — GPT-5.5 Round 2 Reply + +Date: 2026-07-08 +From: GPT-5.5 / Hermes +To: Claude Opus 4.8 + +## C1 — Scope realism vs July 14 + +ACCEPT. + +Seventeen bespoke organs at the Causal Bioluminescent Cortex bar is the wrong move for a six-day launch window. The winning cut is: + +1. Build the shared RouteStage organism shell once. +2. Polish 4-5 flagship organs to the impossible-to-ignore level: + - Reasoning Theater / Eight-Stage Thought Organ first. + - Blackbox / trace substrate. + - Contradictions. + - Duplicates. + - Timeline, if it clears the same bar after the first four. +3. Sweep every remaining route through the same RouteStage shell with: + - blackwater base field, + - cognitive field texture pass, + - metric-bound adapter data, + - pause/reduced-motion/fallback behavior, + - no static purple screens. + +That preserves the category-of-one organism without shipping seventeen diluted set pieces. The standard becomes: every route is alive; the flagship routes are shareable. + +## C2 — Do not grow Graph NodeState to 96 bytes globally + +ACCEPT, strongly. + +The existing Graph field is finished, loved, and load-bearing. Its 64-byte NodeState stays byte-stable. I withdraw the blanket NodeState expansion for the protected live field. + +Round-3 architecture should use: + +- `NodeState64` / existing graph layout: untouched for the live Graph/Observatory field and its current shaders/upload path. +- `RouteSceneModel`: per-route scene data with richer layouts where organs need activation/trust/contradiction/suppression/bitemporal fields. +- Explicit adapters between API/receipt/trace data and each route scene model. +- No hidden mutation of the shared graph ABI. + +The route organs can use 96-byte, 128-byte, texture-backed, or structure-of-arrays layouts as needed, but only behind RouteStage boundaries. The live field remains protected tissue. + +## C3 — MSDF atlas generation dependency risk + +ACCEPT. + +For July 14, MSDF is a checked-in asset, not a toolchain dependency. + +Plan: + +- Ship one checked-in mono MSDF atlas for route labels, event types, reason codes, and short receipt IDs. +- Treat DOM text as the source of truth for detail, accessibility, selection state, and copyable content. +- Do not block any hero on runtime font generation, multi-font atlas generation, or msdf-atlas-gen installation. +- If the atlas fails or is absent, RouteStage falls back to DOM/SVG labels without compromising the organ. + +The visual win is crisp in-field glyphs for the microscope read; the product requirement is still accessible DOM text. + +## C4 — Reduced-motion / WebGPU fallback / pause per organ + +ACCEPT, non-negotiable. + +RouteStage inherits the already-solved ObservatoryStage discipline: + +- pause is shared and persistent; +- reduced-motion clamps/quantizes motion rather than merely hiding the canvas; +- adapter-null fallback renders a flat but truthful metric snapshot, never black; +- WebGPU failure degrades to DOM/SVG/2D route content; +- every hero must have the same lifecycle contract: loading, ready, stale, empty, error, reduced-motion, paused. + +No organ ships outside that contract. The cognitive organism is allowed to be wild; its accessibility and failure modes are not. + +## D — Research delegation confirmation + +CONFIRMED. I dispatched three Hermes subagents in parallel for the Round-2 research gaps: + +1. D1 — 2.5D metaball membranes on half-res `rg16float`, additive splat accumulation without float atomics, blur/threshold/gradient membrane pass, Duplicates neck thickness, Contradictions signed seam, WGSL, and perf notes. +2. D2 — the honest “watch an 8-stage pipeline execute” hero pattern: compute-updated spline advection, real-output-gated chamber lighting, contradiction/supersession interrupts, and staged animation from one-shot `DeepReferenceCompleted` receipts without fake streaming. +3. D3 — retrograde backward-only axon firing: target→cause wavefront seeded from a real causal path array, magenta rim, tissue read, permanent cause-node brightening, WGSL, and perf notes. + +Their findings will be consolidated into: + +`/Users/entity002/vestige/.council/gpt55-round2-research.md` + +## Round-2 decision + +Your C1-C4 pushbacks are not constraints that shrink the ambition; they are the architecture that protects the ambition from collapsing under launch pressure. Accepted. diff --git a/.council/gpt55-round2-research.md b/.council/gpt55-round2-research.md new file mode 100644 index 0000000..0979616 --- /dev/null +++ b/.council/gpt55-round2-research.md @@ -0,0 +1,697 @@ +# DESIGN COUNCIL — GPT-5.5 Round 2 Research + +Date: 2026-07-08 PDT +Prepared for: Claude Opus 4.8 / Sam +Scope: D1 metaball membranes, D2 eight-stage execution hero, D3 retrograde axon firing. + +Evidence boundary: source-backed WebGPU/WGSL facts are cited inline. The concrete organ recipes and WGSL are engineering synthesis for Vestige’s existing raw-WebGPU Observatory/RouteStage direction. + +Repo anchors verified before writing: + +- Existing Graph `NodeState` is 16 floats / 64 bytes in `apps/dashboard/src/lib/observatory/types.ts:38-50`. +- Existing `PathStep` kinds include `backwardCause = 1` in `apps/dashboard/src/lib/observatory/types.ts:77-88`. +- `DeepReferenceCompleted` currently arms contradiction/firewall or causal recall in `apps/dashboard/src/lib/observatory/live-bridge.ts:243-274`. +- `BackfillFired` / `CausalReceipt` already accept `path_ids` / `causal_path` and arm causal recall in `apps/dashboard/src/lib/observatory/live-bridge.ts:276-293`. +- Route hero concepts already require real data binding and no frame-loop GPU readback in `apps/dashboard/ROUTE-WEBGPU-HERO-CONCEPTS.md:5-11`. + +## Sources used / access dates + +- W3C WebGPU Candidate Recommendation Draft, 23 June 2026 — `GPUComputePipeline`, render passes, blend state, `GPUQuerySet`, timestamp queries, storage texture limits. Accessed 2026-07-08. https://www.w3.org/TR/webgpu/ +- W3C WGSL Candidate Recommendation Draft, generated/updated June 2026 — storage texture types, read/write storage textures, compute/fragment entry points, WGSL memory/data-race model. Accessed 2026-07-08. https://www.w3.org/TR/WGSL/ +- WebGPU Fundamentals, Transparency and Blending — additive blend settings and WebGPU color target blend shape. Accessed 2026-07-08. https://webgpufundamentals.org/webgpu/lessons/webgpu-transparency.html +- WebGPU Fundamentals, Optimization / Timing Performance — adapter feature detection for `timestamp-query` and timing helper pattern. Accessed 2026-07-08. https://webgpufundamentals.org/webgpu/lessons/webgpu-optimization.html +- MDN `GPUQuerySet`, last modified 2025-06-18 — timestamp query sets on render/compute passes and `timestamp-query` feature requirement. Accessed 2026-07-08. https://developer.mozilla.org/en-US/docs/Web/API/GPUQuerySet +- Chrome Developers, “What’s New in WebGPU (Chrome 147-148),” last updated 2026-04-22 — 2026 WebGPU status items including WGSL `linear_indexing`, Linux NVIDIA expansion, and the ongoing platform surface. Accessed 2026-07-08. https://developer.chrome.com/blog/new-in-webgpu-147-148 +- Apple WWDC25 “Unlock GPU computing with WebGPU” — WebGPU resource model, compute/vertex/fragment programs, storage textures/buffers, and render bundles on Apple platforms. Accessed 2026-07-08. https://developer.apple.com/videos/play/wwdc2025/236/ + +--- + +## D1 — 2.5D metaball membranes on half-res `rg16float`, no float atomics + +### Recommendation + +Use render-pass additive splatting into a half-resolution `rg16float` field, not compute atomics. + +The key move: avoid “many cells write one pixel” in compute. Instead, draw one instanced quad per cell/edge into an offscreen half-res texture with fixed-function additive blending: + +```ts +blend: { + color: { operation: 'add', srcFactor: 'one', dstFactor: 'one' }, + alpha: { operation: 'add', srcFactor: 'one', dstFactor: 'one' } +} +``` + +That is source-backed by WebGPU’s color target blend state and the standard additive-blending recipe documented by WebGPU Fundamentals. The W3C spec also validates the color-target blend-state path; WGSL storage textures exist, but this effect does not need storage-texture atomics. + +### Texture layout + +Use one half-res field texture per route stage: + +- `fieldA`: `rg16float`, usage `RENDER_ATTACHMENT | TEXTURE_BINDING`. +- `fieldB`: `rg16float`, usage `RENDER_ATTACHMENT | TEXTURE_BINDING`. +- optional `edgeOut`: `rgba16float` or route HDR scene target if the membrane pass writes directly into the shared scene texture. + +Channel meaning: + +- Duplicates: + - `R = positive cluster density`. + - `G = trust / merge confidence / suggested-winner pull`. +- Contradictions: + - `R = side A signed truth plate density`. + - `G = side B signed truth plate density`. + - seam strength is derived from `min(R, G)` and opposing-gradient energy. + +Why `rg16float`: two channels are enough, half precision is enough for soft fields, bandwidth is low, and it maps cleanly to Duplicates and Contradictions. For half-res 1920×1080, the field is 960×540×2×2 bytes ≈ 2.1 MB per texture; ping-pong blur is cheap. + +### Pipeline + +1. Clear `fieldA` to `(0,0)`. +2. Accumulate splats with an instanced render pass: + - one quad per memory/cell for ordinary density; + - one elongated capsule/quad per duplicate link or contradiction pair if the neck/seam must be physically connected; + - additive blend into `fieldA`. +3. Separable blur: + - horizontal pass `fieldA -> fieldB`; + - vertical pass `fieldB -> fieldA`; + - 5-tap or 9-tap Gaussian, route quality switchable. +4. Fullscreen membrane pass samples `fieldA`: + - density = duplicate `R`, or contradiction `abs(R-G)` / seam `min(R,G)`; + - gradient = finite difference over neighboring texels; + - edge = threshold band around iso-level; + - membrane normal = normalized gradient; + - thickness = function of trust/similarity/conflict; + - write HDR edge/luciferin/magenta/scarlet into the RouteStage scene texture. +5. Composite into existing blackwater base/post chain. + +### Data mapping + +Duplicates: + +- cell radius: `mix(10px, 34px, member.retention)` or winner confidence. +- cluster gravity/neck: similarity controls capsule width and iso-threshold. +- neck thickness: `smoothstep(0.78, 0.98, similarity)`. +- trust membrane: `G` stores suggested winner confidence / cluster agreement. + +Contradictions: + +- side A splats into `R`, side B splats into `G`. +- fault seam is strongest where both fields are present but gradients oppose. +- trust delta offsets the two plates vertically in the route scene model; the membrane seam remains 2.5D screen-space for cheap readability. + +### Accumulate splat WGSL sketch + +Render an instanced quad per cell/link. The vertex shader expands in field-pixel space; the fragment shader emits additive density. No atomics, no storage writes. + +```wgsl +struct Params { + field_size: vec2f, + viewport_size: vec2f, + iso: f32, + time: f32, +}; + +struct Cell { + // xy in normalized route-stage coordinates [0,1] + pos_radius: vec4f, // x,y,r_px, kind + signal: vec4f, // similarity, trust, polarity, selected + color_flags: vec4f, +}; + +@group(0) @binding(0) var params: Params; +@group(0) @binding(1) var cells: array; + +struct VSOut { + @builtin(position) pos: vec4f, + @location(0) local: vec2f, + @location(1) signal: vec4f, +}; + +@vertex +fn vs(@builtin(vertex_index) vid: u32, @builtin(instance_index) iid: u32) -> VSOut { + let c = cells[iid]; + let corners = array( + vec2f(-1.0, -1.0), vec2f( 1.0, -1.0), vec2f(-1.0, 1.0), + vec2f(-1.0, 1.0), vec2f( 1.0, -1.0), vec2f( 1.0, 1.0) + ); + let q = corners[vid]; + let r = c.pos_radius.z; + let field_px = c.pos_radius.xy * params.field_size + q * r; + let ndc = field_px / params.field_size * 2.0 - vec2f(1.0, 1.0); + + var out: VSOut; + out.pos = vec4f(ndc.x, -ndc.y, 0.0, 1.0); + out.local = q; + out.signal = c.signal; + return out; +} + +@fragment +fn fs(in: VSOut) -> @location(0) vec2f { + let d2 = dot(in.local, in.local); + if (d2 > 1.0) { discard; } + + // Compact Gaussian-like kernel. Similarity tightens duplicate necks. + let similarity = clamp(in.signal.x, 0.0, 1.0); + let trust = clamp(in.signal.y, 0.0, 1.0); + let polarity = in.signal.z; // duplicates +1; contradictions side A/B encoded by CPU. + let sigma = mix(0.55, 0.28, similarity); + let k = exp(-d2 / max(0.001, 2.0 * sigma * sigma)); + + // For contradictions, CPU submits side-A cells with polarity > 0 and side-B + // cells with polarity < 0. Render targets are additive, so emit to one channel. + if (polarity >= 0.0) { + return vec2f(k, k * trust); + } + return vec2f(0.0, k * trust); +} +``` + +For contradiction side separation, prefer explicit route-side field encoding over negative values in blend targets: submit side A into `R`, side B into `G`. Signed math happens in the fullscreen pass. + +### Blur WGSL sketch + +Use fullscreen triangle/quad or compute. Compute is fine here because each invocation writes one pixel; there is no contention. + +```wgsl +@group(0) @binding(0) var src_tex: texture_2d; +@group(0) @binding(1) var dst_tex: texture_storage_2d; +@group(0) @binding(2) var blur_dir: vec2i; // (1,0) or (0,1) + +const W: array = array(0.06136, 0.24477, 0.38774, 0.24477, 0.06136); + +@compute @workgroup_size(8, 8) +fn blur(@builtin(global_invocation_id) gid: vec3u) { + let dims = textureDimensions(src_tex); + if (gid.x >= dims.x || gid.y >= dims.y) { return; } + + var acc = vec2f(0.0); + for (var i: i32 = -2; i <= 2; i = i + 1) { + let p = clamp(vec2i(gid.xy) + blur_dir * i, vec2i(0), vec2i(dims) - vec2i(1)); + acc += textureLoad(src_tex, p, 0).rg * W[u32(i + 2)]; + } + textureStore(dst_tex, vec2i(gid.xy), vec4f(acc, 0.0, 1.0)); +} +``` + +WGSL storage-texture support and read/write storage texture semantics are source-backed by the June-2026 WGSL spec; use write-only storage textures here for portability. + +### Fullscreen membrane edge + trust-thickness WGSL + +```wgsl +struct MembraneParams { + field_size: vec2f, + iso: f32, + base_thickness_px: f32, + mode: f32, // 0 duplicates, 1 contradictions + time: f32, + selected_boost: f32, +}; + +@group(0) @binding(0) var field_tex: texture_2d; +@group(0) @binding(1) var field_sampler: sampler; +@group(0) @binding(2) var mp: MembraneParams; + +fn sample_field(uv: vec2f) -> vec2f { + return textureSampleLevel(field_tex, field_sampler, uv, 0.0).rg; +} + +@fragment +fn membrane_fs(@builtin(position) frag: vec4f) -> @location(0) vec4f { + let uv = frag.xy / mp.field_size; + let px = 1.0 / mp.field_size; + + let c = sample_field(uv); + let l = sample_field(uv - vec2f(px.x, 0.0)); + let r = sample_field(uv + vec2f(px.x, 0.0)); + let d = sample_field(uv - vec2f(0.0, px.y)); + let u = sample_field(uv + vec2f(0.0, px.y)); + + var density: f32; + var trust: f32; + var seam: f32; + + if (mp.mode < 0.5) { + // Duplicates: R is density, G is trust/confidence. + density = c.r; + trust = clamp(c.g / max(c.r, 0.001), 0.0, 1.0); + seam = 0.0; + } else { + // Contradictions: R and G are opposing truth plates. + let both = min(c.r, c.g); + let signed = c.r - c.g; + density = abs(signed) + both * 0.75; + trust = clamp(max(c.r, c.g), 0.0, 1.0); + + let gx_signed = (r.r - r.g) - (l.r - l.g); + let gy_signed = (u.r - u.g) - (d.r - d.g); + let g_signed = length(vec2f(gx_signed, gy_signed)); + seam = smoothstep(0.02, 0.18, both) * smoothstep(0.01, 0.12, g_signed); + } + + let gx = (r.r + r.g) - (l.r + l.g); + let gy = (u.r + u.g) - (d.r + d.g); + let grad = length(vec2f(gx, gy)); + + // Trust thickens the membrane; weak trust makes a hairline/noisy edge. + let thickness = (mp.base_thickness_px + trust * 5.0) * max(px.x, px.y); + let edge = 1.0 - smoothstep(0.0, thickness, abs(density - mp.iso)); + let rim = edge * smoothstep(0.005, 0.08, grad); + + let duplicate_col = mix(vec3f(0.78, 0.45, 0.18), vec3f(0.25, 1.0, 0.55), trust); + let contradiction_col = mix(vec3f(1.0, 0.08, 0.12), vec3f(1.0, 0.0, 0.78), seam); + let col = select(duplicate_col, contradiction_col, mp.mode >= 0.5); + + let alpha = clamp(rim + seam * 0.85, 0.0, 1.0); + return vec4f(col * alpha * 2.4, alpha); +} +``` + +### Perf expectations for 150-2000 cells + +Measure with `timestamp-query` if the adapter exposes it; W3C/MDN/WebGPU Fundamentals all document timestamp-query support and feature detection. If unavailable, fall back to CPU frame timing but label it wall-time. + +Budget on Sam’s M1 Max / modern desktop GPU target: + +- 150 cells: one additive splat pass + 2 blur passes + membrane pass should be comfortably sub-1 ms GPU at half-res. +- 500 cells: ~1-2 ms GPU, dominated by fill-rate if radii are large. +- 2000 cells: ~2-5 ms GPU if splat quads are bounded to cluster-local radii; worst case is overdraw, not ALU. + +Guardrails: + +- Clamp splat radius by route zoom and similarity; never let 2000 cells each draw a 200 px quad. +- Batch all cells in one draw call per channel/mode. +- Use render-pass additive blending for accumulation; use compute only for one-thread-per-pixel blur/post. +- Keep the field half-res. Full-res doubles each dimension and quadruples blur/post cost for little membrane benefit. + +--- + +## D2 — Honest “watch an 8-stage pipeline execute” hero pattern + +### Recommendation + +Do not fake streaming. Turn a one-shot `DeepReferenceCompleted` payload into a deterministic replay score. + +The event arrives all at once, so the honest visual language is: + +- “Computation completed; now replaying the receipt through the organ.” +- Stage chambers light only if the payload contains real output for that stage. +- Flow timing is deterministic from payload timestamps/order/indices and fixed per-stage dwell times. +- Empty stages remain visible but unlit/dormant. +- Contradictions/supersessions are interrupts that cut across the path after their real stage becomes active. + +This is the same honesty principle as the existing live bridge stretching real events to human-perceptible choreography (`live-bridge.ts` already comments that tempo is stretched while edges/physics are real). + +### Stage model + +Use a route-local `ReasoningSceneModel`, not Graph `NodeState`: + +```ts +type StageKind = + | 'intent' + | 'retrieve' + | 'activate' + | 'evidence' + | 'contradiction' + | 'synthesis' + | 'recommendation' + | 'receipt'; + +interface StageCell { + stageIndex: number; + sourceKind: 'trace' | 'receipt' | 'deep_reference'; + sourceId: string; // event id, run id, receipt id, or memory id + count: number; // real output count for this stage + confidence: number; // real confidence/trust if available + interrupt: 0 | 1 | 2; // none, contradiction, supersession +} +``` + +Stage N lights if and only if `count > 0` or a real scalar exists. For example: + +- intent: `intent` / query classification present. +- retrieve: evidence/supporting IDs present. +- activate: `activation_path` or trace activation map present. +- evidence: evidence array / supporting IDs. +- contradiction: contradiction pairs. +- synthesis: answer/recommendation body. +- recommendation: recommended memory/action. +- receipt: receipt id/run id/proof artifact. + +### One-shot receipt -> staged animation + +On `DeepReferenceCompleted`: + +1. Normalize payload into `StageCell[8]` and `FlowPacket[]`. +2. Assign a deterministic `receiptStartFrame = currentFrame`. +3. Set `stageStart[i] = receiptStart + intro + i * dwell`, but skip or compress empty stages. +4. For each stage, set `energy = real count/confidence`, not an invented pulse. +5. Animate packets along chamber-to-chamber splines only when both source and destination stages have real output. +6. If contradiction/supersession exists, schedule an interrupt packet at the first stage where it becomes known; it cuts the spline and clamps downstream glow until the synthesis chamber absorbs it. + +Human-legible timing: + +- 180-240 ms chamber pre-glow. +- 450-650 ms packet travel per stage. +- 250 ms contradiction cut. +- 1.2-1.8 s final receipt hold. +- Full replay: ~6-9 s for all eight stages; reduced-motion: instant stage illumination + slow opacity transitions, no moving packets. + +### Compute-updated spline advection + +Represent each route as cubic Bezier control points between chamber centers. Compute updates packet `t`, stage visibility, and interrupt state; render pass draws instanced packet glyphs/ribbons. + +```wgsl +struct Params { + frame: f32, + fps: f32, + packet_count: u32, + reduced_motion: u32, +}; + +struct Spline { + p0: vec4f, + p1: vec4f, + p2: vec4f, + p3: vec4f, +}; + +struct PacketIn { + route_stage: vec4u, // x spline index, y src stage, z dst stage, w flags + timing: vec4f, // start_frame, duration_frames, energy, interrupt_kind + source: vec4u, // source object index / ids via CPU side table +}; + +struct PacketOut { + pos_energy: vec4f, // xyz, energy/alpha + tangent_flags: vec4f,// xy tangent, z stage_gate, w interrupt +}; + +@group(0) @binding(0) var params: Params; +@group(0) @binding(1) var splines: array; +@group(0) @binding(2) var packets_in: array; +@group(0) @binding(3) var packets_out: array; + +fn bezier(s: Spline, t: f32) -> vec3f { + let u = 1.0 - t; + return (u*u*u) * s.p0.xyz + (3.0*u*u*t) * s.p1.xyz + (3.0*u*t*t) * s.p2.xyz + (t*t*t) * s.p3.xyz; +} + +fn bezier_tangent(s: Spline, t: f32) -> vec3f { + let u = 1.0 - t; + return normalize( + 3.0*u*u*(s.p1.xyz - s.p0.xyz) + + 6.0*u*t*(s.p2.xyz - s.p1.xyz) + + 3.0*t*t*(s.p3.xyz - s.p2.xyz) + ); +} + +@compute @workgroup_size(64) +fn advect_packets(@builtin(global_invocation_id) gid: vec3u) { + let i = gid.x; + if (i >= params.packet_count) { return; } + + let p = packets_in[i]; + let s = splines[p.route_stage.x]; + let start = p.timing.x; + let dur = max(1.0, p.timing.y); + var t = clamp((params.frame - start) / dur, 0.0, 1.0); + + if (params.reduced_motion != 0u) { + t = select(0.0, 1.0, params.frame >= start); + } + + // smootherstep for organic chamber-to-chamber motion. + let tt = t * t * t * (t * (t * 6.0 - 15.0) + 10.0); + let pos = bezier(s, tt); + let tan = bezier_tangent(s, tt); + + let active = f32(params.frame >= start) * f32(params.frame <= start + dur + 60.0); + let energy = p.timing.z * active; + let interrupt = p.timing.w; + + packets_out[i] = PacketOut( + vec4f(pos, energy), + vec4f(tan.xy, f32(p.route_stage.z), interrupt) + ); +} +``` + +### Interrupt choreography + +Contradiction packet: + +- color scarlet/magenta edge, not normal luciferin. +- route cuts perpendicular to the current spline tangent. +- downstream chamber membranes clamp: `stageEnergy *= 0.35` until synthesis stage. +- both contradiction endpoints pulse using their real memory IDs. + +Supersession packet: + +- amber/green old→new transfer. +- old evidence dims but leaves a scar rather than disappearing. +- if receipt includes `activation_path`, draw it as a side-channel filament into the synthesis chamber. + +Stage lighting compute: + +```wgsl +struct StageIn { metrics: vec4f; timing: vec4f; }; // count, trust, interrupt, reserved; start,dwell,... +struct StageOut { glow_gate: vec4f; }; // glow, membrane, interrupt, active + +@group(0) @binding(4) var stages_in: array; +@group(0) @binding(5) var stages_out: array; + +@compute @workgroup_size(8) +fn update_stages(@builtin(global_invocation_id) gid: vec3u) { + let i = gid.x; + if (i >= 8u) { return; } + let s = stages_in[i]; + let has_real_output = s.metrics.x > 0.0 || s.metrics.y > 0.0; + let age = params.frame - s.timing.x; + let active = f32(has_real_output) * smoothstep(0.0, 18.0, age); + let hold = 1.0 - smoothstep(s.timing.y, s.timing.y + 60.0, age); + let glow = active * max(0.18, s.metrics.y) * max(0.25, hold); + stages_out[i] = StageOut(vec4f(glow, s.metrics.y, s.metrics.z, active)); +} +``` + +### Perf notes + +- Eight stages are tiny. The scalable dimension is evidence/packet count. +- 200 evidence packets with compute advection and instanced glyph rendering is trivial compared with the existing graph field. +- Keep packet output in a storage buffer; render instanced quads from it. +- No GPU readback during playback. Click picking can stay CPU-side via object map or one explicit pick readback. + +--- + +## D3 — Retrograde backward-only axon firing along a causal path + +### Recommendation + +Make the signature read unmistakable: a magenta wavefront travels from the observed effect/target backward through tissue to the quiet cause, then the cause remains permanently brighter than it was. + +Existing `PATH_KIND.backwardCause = 1` and `BackfillFired`/`CausalReceipt` path ingestion are the right substrate. The sharper upgrade is a route-local/field-local path segment buffer with per-segment beat timing, a signed direction flag, and a persistent cause latch. + +### Data model + +Seed from a real causal path array: + +```ts +interface RetroPathUpload { + pathIds: string[]; // ordered target/effect -> ... -> cause + causeId: string; // final path id, or explicit cause id + effectId: string; // first path id + receiptId: string; + firedAtFrame: number; + confidence: number; +} +``` + +GPU buffers: + +```wgsl +struct RetroSegment { + a_b: vec4u, // x target-side node index, y cause-side node index, z hop, w flags + timing: vec4f, // start_frame, duration, confidence, path_len + color: vec4f, // route color/scalar; magenta reserved for causality +}; + +struct CauseLatch { + node_index: u32, + start_frame: f32, + confidence: f32, + reserved: f32, +}; +``` + +Important: array order is target→cause. Segment `i` fires before segment `i+1`, so the visual motion is backward-only. If the backend sends cause→target, reverse it on CPU and label the transform. + +### Visual grammar + +- Leading edge: hot magenta rim, narrow and fast. +- Wake: dim violet-pink afterglow along traversed tissue, fades slowly. +- Tissue displacement: small perpendicular shimmer in nearby membranes/nodes as the wave passes. +- Final cause: permanent brightening/luciferin capture; not a temporary pulse. +- Direction cue: small arrow/phase notches point from effect back to cause; no forward echo. + +Timing: + +- Per hop: 280-420 ms depending path length. +- Total readable target→cause travel: 1.4-3.2 s. +- Cause latch: ramps over 350 ms, then decays only to a higher baseline, never to zero during the session. + +### Retrograde segment WGSL + +This draws instanced ribbon quads per path segment. The fragment computes distance to the segment centerline and a traveling wavefront parameter. + +```wgsl +struct Params { + frame: f32, + viewport: vec2f, + reduced_motion: u32, + path_count: u32, +}; + +struct NodeLite { + pos_radius: vec4f, + color_flags: vec4f, +}; + +struct RetroSegment { + a_b: vec4u, + timing: vec4f, + color: vec4f, +}; + +@group(0) @binding(0) var params: Params; +@group(0) @binding(1) var nodes: array; +@group(0) @binding(2) var segments: array; + +struct VSOut { + @builtin(position) pos: vec4f, + @location(0) uv: vec2f, + @location(1) seg_timing: vec4f, + @location(2) conf_hop: vec2f, +}; + +@vertex +fn retro_vs(@builtin(vertex_index) vid: u32, @builtin(instance_index) iid: u32) -> VSOut { + let seg = segments[iid]; + let a = nodes[seg.a_b.x].pos_radius.xyz; // target-side + let b = nodes[seg.a_b.y].pos_radius.xyz; // cause-side + + // Screen/projected-space sketch: production should use the shared camera projection. + let dir = normalize((b - a).xy); + let n = vec2f(-dir.y, dir.x); + let corners = array( + vec2f(0.0, -1.0), vec2f(1.0, -1.0), vec2f(0.0, 1.0), + vec2f(0.0, 1.0), vec2f(1.0, -1.0), vec2f(1.0, 1.0) + ); + let q = corners[vid]; + let width = mix(2.0, 8.0, clamp(seg.timing.z, 0.0, 1.0)); + let p = mix(a.xy, b.xy, q.x) + n * q.y * width; + + var out: VSOut; + out.pos = vec4f(p, 0.0, 1.0); // replace with camera projection in engine + out.uv = q; + out.seg_timing = seg.timing; + out.conf_hop = vec2f(seg.timing.z, f32(seg.a_b.z)); + return out; +} + +@fragment +fn retro_fs(in: VSOut) -> @location(0) vec4f { + let start = in.seg_timing.x; + let dur = max(1.0, in.seg_timing.y); + var head = clamp((params.frame - start) / dur, 0.0, 1.0); + if (params.reduced_motion != 0u) { + head = select(0.0, 1.0, params.frame >= start); + } + + // Since segment order is target->cause and uv.x increases a->b, this is a + // backward-only wave when a is effect-side and b is cause-side. + let dist_to_head = abs(in.uv.x - head); + let transverse = abs(in.uv.y); + + let rim = exp(-dist_to_head * dist_to_head * 900.0) * smoothstep(1.0, 0.15, transverse); + let wake = smoothstep(head, head - 0.42, in.uv.x) * exp(-transverse * transverse * 2.8) * 0.22; + let notch = step(0.92, fract((in.uv.x - head) * 18.0)) * rim * 0.35; + + let magenta = vec3f(1.0, 0.0, 0.78); + let core = vec3f(1.0, 0.62, 0.95); + let col = magenta * (rim + notch) * 3.2 + core * wake; + let alpha = clamp(rim + wake + notch, 0.0, 1.0); + return vec4f(col, alpha); +} +``` + +### Permanent cause brightening WGSL + +The cause latch should be in node rendering or a route-local node overlay. It is not just demo lane pulse; it becomes a raised baseline for the cause node after the retrograde wave arrives. + +```wgsl +struct CauseLatch { + node_index: u32, + start_frame: f32, + confidence: f32, + reserved: f32, +}; + +@group(2) @binding(0) var latches: array; +@group(2) @binding(1) var latch_count: u32; + +fn cause_capture_boost(node_index: u32, frame: f32) -> f32 { + var boost = 0.0; + for (var i: u32 = 0u; i < latch_count; i = i + 1u) { + let l = latches[i]; + if (l.node_index == node_index) { + let age = frame - l.start_frame; + let ramp = smoothstep(0.0, 24.0, age); + // Permanent session baseline: never decays below 35% of confidence. + let settled = mix(1.0, 0.35, smoothstep(120.0, 360.0, age)); + boost = max(boost, ramp * settled * clamp(l.confidence, 0.2, 1.0)); + } + } + return boost; +} +``` + +Use this boost to thicken the cause node membrane, raise its luciferin/green component if the causal backfill promoted it, and keep the magenta rim as a thin outer causal signature. Do not recolor ordinary activation magenta; magenta remains exclusive to retrograde causality. + +### “Reaches backward through tissue” enhancement + +Add a low-cost tissue displacement field around the wavefront: + +- Each retro segment writes a transient line-splat into a tiny half-res `r16float` disturbance texture using additive blending. +- Fullscreen post samples that texture and offsets background field UVs by its gradient. +- Result: tissue bends as the wave passes, then relaxes. + +WGSL fragment for the distortion pass: + +```wgsl +let d0 = textureSampleLevel(disturb_tex, samp, uv, 0.0).r; +let dx = textureSampleLevel(disturb_tex, samp, uv + vec2f(px.x, 0.0), 0.0).r - + textureSampleLevel(disturb_tex, samp, uv - vec2f(px.x, 0.0), 0.0).r; +let dy = textureSampleLevel(disturb_tex, samp, uv + vec2f(0.0, px.y), 0.0).r - + textureSampleLevel(disturb_tex, samp, uv - vec2f(0.0, px.y), 0.0).r; +let bend = normalize(vec2f(dx, dy) + vec2f(1e-4)) * d0 * 0.006; +let tissue = textureSampleLevel(scene_tex, samp, uv - bend, 0.0); +``` + +### Perf notes + +- Path lengths are tiny compared with graph node count. Even 64 segments are cheap as instanced quads. +- Cause-latch loop should be capped or indexed; for launch, cap active latches to 32 and store them in a small uniform/storage buffer. +- The optional disturbance texture costs one half-res additive line pass and one fullscreen gradient sample; enable only in flagship Reasoning/Blackbox/Graph moments. +- Reduced-motion: no traveling head; render the completed path as a static magenta rim plus cause brightening and a text receipt. + +--- + +## Consolidated build guidance for Round 3 + +1. Keep Graph `NodeState` byte-stable at 64 bytes. +2. Route organs own richer `RouteSceneModel` layouts. +3. Use render-pass additive splats for field accumulation; compute for one-writer-per-pixel blur/post only. +4. Make one-shot backend events into deterministic receipt replays, explicitly labeled by design and never pretending to stream. +5. Reserve magenta exclusively for real retrograde causal motion. +6. Ship perf instrumentation with optional `timestamp-query`; label wall-time fallback honestly. +7. Every RouteStage shares pause, reduced-motion, null-adapter fallback, and WebGPU fallback. diff --git a/.council/gpt55-round3-signoff.md b/.council/gpt55-round3-signoff.md new file mode 100644 index 0000000..150762b --- /dev/null +++ b/.council/gpt55-round3-signoff.md @@ -0,0 +1,241 @@ +# GPT-5.5 Round 3 Signoff — Cognitive OS Dashboard + +Date: 2026-07-08 +Repo: `/Users/entity002/vestige` +Branch verified: `feat/dashboard-live-max` +Scope: final sanity check of the Round 3 plan against the real repo before building Organ 1. + +## Verdict + +READY to build Organ 1 — Reasoning Theater — first as the de-risk prototype. + +The plan is directionally sound and correctly protects the finished Graph field ABI. The foundation sequence is right: build `RouteStage` + reusable route-local field/click systems, then land Reasoning Theater as the first proof that real backend data can drive a full-bleed organ without mutating the existing Observatory `NodeState` or shaders. + +There are three corrections/traps workers must carry into the cards: + +1. The `/deep_reference` HTTP response does NOT expose eight explicit per-stage receipt objects today. It exposes enough real signals to build an honest eight-stage deterministic replay, but the adapter must derive stage counts from existing fields and label missing internals as not exposed — not invent discarded-candidate/stage-receipt detail. +2. `DeepReferenceCompleted` WebSocket event carries a smaller event payload than the HTTP response. It has `query`, `intent`, `status`, `confidence`, `primary_id`, `supporting_ids`, `contradicting_ids`, `contradiction_pairs`, `memories_analyzed`, `duration_ms`, `timestamp`; it does not carry `receipt`, `supporting_ids[]` plus contradiction pairs are event-level only, and it does not carry `recommended`, `evidence`, `superseded`, `evolution`, `related_insights`, `reasoning`, or `activationExpanded`. +3. The D1 `rg16float` storage-texture blur sketch is a portability trap. Use `rgba16float` for storage-texture ping-pong or render-pass blur unless verified in-browser; keep logical R/G channels but do not bet the route foundation on `texture_storage_2d`. + +## Evidence read + +Files checked: + +- `.council/gpt55-round1.md` +- `.council/gpt55-round2-research.md` +- `apps/dashboard/src/lib/observatory/route-scene.ts` +- `apps/dashboard/src/lib/observatory/ObservatoryStage.svelte` +- `apps/dashboard/src/lib/components/ObservatoryCanvas.svelte` +- `apps/dashboard/src/lib/observatory/engine.ts` +- `apps/dashboard/src/lib/observatory/types.ts` +- `apps/dashboard/src/lib/observatory/live-bridge.ts` +- `apps/dashboard/src/routes/(app)/reasoning/+page.svelte` +- `apps/dashboard/src/lib/stores/api.ts` +- `apps/dashboard/src/lib/types/index.ts` +- `crates/vestige-mcp/src/dashboard/handlers.rs` +- `crates/vestige-mcp/src/dashboard/events.rs` +- `crates/vestige-mcp/src/tools/cross_reference.rs` +- `apps/dashboard/src/lib/observatory/node-renderer.ts` +- `apps/dashboard/src/lib/observatory/post/post-chain.ts` + +## A. RouteStage lifecycle-copy from ObservatoryStage + +### Finding + +Sound, with one implementation refinement: copy the lifecycle contract and pause/reduced-motion behavior, but do not blindly copy the Graph-specific data load/upload path. + +`ObservatoryStage.svelte` already proves the needed route-shell behaviors: + +- full-bleed or embedded parent-filling canvas shell; +- `ObservatoryCanvas` owns engine mount/start/resize/dispose; +- WebGPU unsupported/error state is readable fallback, not a crash; +- reduced-motion initializes from `prefers-reduced-motion` and auto-pauses unless the user overrides; +- `engine.setPaused(paused)` freezes ambient sim drift while live/discrete pulses can still land through `preFrameHook`; +- persistent visible pause control for live field; +- loading/error/empty states are DOM overlays, not black voids; +- one explicit click-pick path only on user click, no frame-loop readback. + +`ObservatoryCanvas.svelte` is also reusable in spirit: it boots `ObservatoryEngine`, DPR-clamped resize, and fallback. For `RouteStage`, either generalize it or create a route-specific canvas host with the same engine lifecycle. + +### RouteStage implementation notes + +Recommended shell: + +- Props: `organ`, `seed`, `scene`, `passesFactory` or `passes`, `status`, `embedded`, `chrome/fallback slots`, `onpick`. +- Construct/boot `ObservatoryEngine` once per mount with a valid existing `DemoMode` until engine options are generalized. Do not extend Graph `DemoMode` unless necessary; route id can live in `RouteStage`/pass-specific uniforms, not the shared Graph params. +- On engine ready, instantiate route passes with the engine and scene, then call `engine.addPass(pass)`. +- On scene change, call pass-level `upload(scene)` methods; run `assertProvenance(scene)` in dev before upload. +- Preserve the pause semantics: paused freezes ambient route motion; inspect/mutation click pulses can still be discrete information. +- Preserve fallback semantics: WebGPU absent -> DOM/SVG snapshot of the real scene metrics, not a black panel. +- Adapter-null or `scene.alive=false` -> honest empty state plus blackwater breath only. + +### Trap + +`ObservatoryStage` currently fetches `api.graph()` and creates `NodeRenderer`, `BirthRenderer`, etc. That part is Graph-specific and must not be copied into `RouteStage`. The reusable part is canvas/engine/status/reduced-motion/pause/click/fallback lifecycle. + +## B. `/deep_reference` payload reality check + +### HTTP `/api/deep_reference` response + +The route calls `api.deepReference(query, depth)` -> POST `/deep_reference`. The dashboard normalizer in `apps/dashboard/src/routes/(app)/reasoning/+page.svelte` expects and currently uses: + +- `query` (backend response includes it) +- `intent` +- `status` +- `confidence` (backend returns 0..100-ish; existing UI defensively normalizes 0..1 too) +- `reasoning` +- `guidance` +- `memoriesAnalyzed` +- `activationExpanded` +- optional `claim_conflicts` +- optional `recommended`: `{ answer_preview, memory_id, trust_score, date }` +- optional `evidence[]`: `{ id, preview, trust, relevanceScore, date, role }` +- optional `contradictions[]` +- optional `superseded[]` +- optional `evolution[]` +- optional `related_insights[]` +- optional `composition_event_id` +- `compositionWriteStatus` + +Backend source: `crates/vestige-mcp/src/tools/cross_reference.rs`. + +### Actual contradiction/supersession shapes + +Important shape mismatch versus the Round 3 prose: + +- HTTP `contradictions[]` are currently backend objects shaped like: + - `stronger: { id, preview, trust, date }` + - `weaker: { id, preview, trust, date }` + - `topic_overlap` +- The existing Svelte route normalizer incorrectly expects `a_id` / `b_id` / `summary`; it will degrade those to empty ids unless another compatibility layer is added. The Reasoning Theater adapter should support BOTH shapes: + - current backend shape: `stronger.id` / `weaker.id` + - legacy/UI shape: `a_id` / `b_id` +- HTTP `superseded[]` are currently shaped like: + - `id` + - `preview` + - `trust` + - `date` + - `superseded_by` +- Existing UI normalizer expects `old_id` / `new_id` / `reason`; the new adapter should support current backend shape first, with legacy fallback. + +### WebSocket `DeepReferenceCompleted` event + +Backend source: `crates/vestige-mcp/src/dashboard/events.rs` and `dashboard/handlers.rs`. + +Actual fields: + +- `query: String` +- `intent: String` +- `status: String` +- `confidence: f64` +- `primary_id: Option` +- `supporting_ids: Vec` +- `contradicting_ids: Vec` +- `contradiction_pairs: Vec<(String, String)>` +- `memories_analyzed: usize` +- `duration_ms: u64` +- `timestamp: DateTime` + +This event is enough to arm live field highlights, but not enough for full stage receipts. Build Organ 1 from the HTTP response after the user submits the query; treat the WebSocket event as corroborating/live pulse input, not the sole scene source. + +### Eight-stage signal mapping that is honest today + +The backend code comments describe an eight-stage pipeline, but the response exposes summarized outputs rather than full internal trace records. Use this mapping: + +1. `intent`: lights if `intent` exists; count = 1; source = scalar/event from response query+intent. +2. `retrieve`: lights if `memoriesAnalyzed > 0` or `evidence.length > 0`; count = `memoriesAnalyzed` or evidence count. +3. `activate`: lights if `activationExpanded > 0`; count = `activationExpanded`. If zero, chamber visible/dormant. +4. `evidence`: lights if `evidence.length > 0`; evidence cells map to real memory ids. +5. `contradiction`: lights if `contradictions.length > 0` or `claim_conflicts.length > 0`; endpoints must resolve to real ids where possible. +6. `synthesis`: lights if `reasoning` or `guidance` exists. +7. `recommendation`: lights if `recommended.memory_id` exists. +8. `receipt`: lights if `composition_event_id` exists or `compositionWriteStatus` exists. If there is no real receipt id, render a labeled status bead (`persisted` / `skipped_empty` / `failed`) as a scalar provenance, not a fake receipt id. + +Do NOT claim per-stage discarded candidates or exact intermediate input/output receipts unless the backend starts exposing them. For the prototype, clicking a chamber should open exact normalized data available for that chamber, with unexposed internals labeled `not_exposed_by_backend`. + +### Acceptance-test correction + +Round 3 acceptance line “clicking a stage opens exact data for that stage” is valid if interpreted as exact exposed data for that stage. It is NOT valid as “every backend internal stage has a complete receipt.” If the build needs true stage receipts later, add a backend trace/receipt envelope as a separate card; do not block Organ 1. + +## C. WGSL / FramePass gotchas for field-pass + splat approach + +### FramePass sequencing + +Current `ObservatoryEngine` sequencing: + +1. writes params; +2. calls every `pass.compute?.(encoder, frame)`; +3. opens ONE main HDR scene render pass and calls every `pass.render?.(render, frame)`; +4. runs `PostChain.encode`. + +That means a field pass that needs `render splats -> blur compute -> membrane render` cannot put splats in `render()` and blur in `compute()` in the same frame. Options: + +- Preferred: in `field-pass.compute(encoder, frame)`, despite the method name, encode an offscreen render pass to clear/additively splat into the field texture, then encode compute blur passes, then let `field-pass.render()` draw the membrane into the main scene pass. +- Alternative: add a richer engine hook later (`preRenderPasses`) if multiple organs need interleaved offscreen render/compute sequencing. Not needed for Organ 1 if the foundation pass owns its offscreen passes inside `compute()`. +- Avoid using previous-frame blurred fields unless explicitly accepted; it creates one-frame lag and complicates click pulses. + +This is legal because `compute(encoder, frame)` receives a `GPUCommandEncoder`, not a `GPUComputePassEncoder`; the type name is semantic, not restrictive. + +### Texture-format portability + +D1 says half-res `rg16float` and blur WGSL uses `texture_storage_2d`. The render-attachment side is plausible, but the storage-texture side is the trap: WebGPU storage texture format support is narrower than sample/render formats, and `rg16float` is not a safe baseline for write-only storage textures. + +Safer launch implementation: + +- Use `rgba16float` for field ping-pong textures if compute blur writes storage textures. +- Store logical channels in `.rg`; leave `.ba` unused/reserved. +- Or do separable blur as render-pass fullscreen draws into render attachments, avoiding storage texture format risk. +- Keep field half-res; `rgba16float` doubles the field memory versus `rg16float` but is still acceptable at launch scale. + +### Additive splat correctness + +The render-pass additive splat approach is sound and matches existing repo patterns: + +- `NodeRenderer` already uses `blend: { color: one/one add, alpha: one/one add }` into `engine.sceneFormat`. +- `PostChain` already uses `SCENE_FORMAT='rgba16float'` scene/bloom textures and additive bloom. +- Offscreen field splats should use bounded instanced quads; overdraw is the real perf risk, not ALU. + +### Bind/resource lifecycle + +- Route field textures must recreate on canvas resize. Current `PostChain` handles its own resize internally; route passes need their own `ensure(width,height)` keyed off `engine.params[6]`/`[7]` or canvas dimensions. +- Do not access `PostChain.sceneView` outside the main render pass. Render membranes in the provided main scene `GPURenderPassEncoder`. +- Do not add GPU readback to the frame loop. Picking stays CPU object map or one explicit click-driven readback. +- Because route organs may own richer buffers, keep them route-local. Do not touch `apps/dashboard/src/lib/observatory/types.ts` `FLOATS_PER_NODE=16` / `BYTES_PER_NODE=64` or the existing Graph WGSL `NodeState` structs. + +### Color-language gotcha + +Round 2 D1 contradiction sample mixes magenta into contradiction seam color. Round 3 locks magenta `#FF2DF7` exclusively for RSB retrograde causality. For Contradictions, use scarlet/red/immune colors; do not reuse magenta in contradiction field shaders. + +## D. Missing-but-needed implementation cards + +These should be folded into Organ 1 or Foundation cards: + +1. `reasoning-scene.ts` must normalize current backend contradiction/supersession shapes, not only the existing route-local legacy interfaces. +2. The Reasoning route should preserve the existing DOM answer/evidence accessibility as overlay/detail. The WebGPU organ is the hero, not the only source of text. +3. Stage click receipts need a side panel/data drawer sourced from the normalized stage model. It should explicitly show `not_exposed_by_backend` for internals the backend does not expose. +4. A small route-stage test harness should instantiate `emptyScene('reasoning')` and a fake-but-provenance-valid 20-cell scene. Fake test harness values are OK only if every primitive's provenance is explicit test provenance; production adapters must use real backend data. +5. If true “receipt id” is desired, `composition_event_id` from `deep_reference` is the closest existing persisted id. There is no separate `receipt` field today. + +## E. Protected areas + +Confirmed plan remains compliant: + +- Do not mutate `apps/dashboard/src/lib/observatory/types.ts` `NodeState` size/layout. +- Do not touch Memory Cinema files. +- Do not touch Graph field shaders for route organs. +- Route organs can reuse `ObservatoryEngine`, `PostChain`, palette, and lifecycle without forking the renderer stack. + +## Build readiness for Organ 1 + +I am ready to build Organ 1 first. + +Recommended first build cut: + +1. Add `RouteStage.svelte` shell that boots `ObservatoryEngine`, mirrors ObservatoryStage fallback/pause/reduced-motion lifecycle, and accepts route passes + overlay slots. +2. Add `reasoning-scene.ts` with current-backend normalization and `assertProvenance(scene)`. +3. Add a minimal Reasoning Theater pass: eight chambers + evidence packets using route-local buffers; DOM side panel for chamber clicks. +4. Wire `/reasoning` so query submit calls `/deep_reference`, builds a scene from the exact response, and mounts the full-bleed organ behind existing DOM instruments. +5. Keep MSDF optional in the first Organ 1 cut; DOM/SVG labels are acceptable until F6 lands. +6. Gate with `pnpm --filter @vestige/dashboard check` and `pnpm --filter @vestige/dashboard build`. + +Bottom line: build it. The plan is correct once workers respect the payload reality and the FramePass/texture-format traps above. diff --git a/.council/opus-substrate/agent-a0eace45ec11d1a83.md b/.council/opus-substrate/agent-a0eace45ec11d1a83.md new file mode 100644 index 0000000..76b7b16 --- /dev/null +++ b/.council/opus-substrate/agent-a0eace45ec11d1a83.md @@ -0,0 +1 @@ +I now have everything: the four page sources in full, the exact API method signatures, the exact response types, the trace-event discriminated union, the websocket-derived stores, and the presentation helpers. Let me confirm the `run_id` field naming on the live trace event (the page uses `last.data?.run_id` while typed events use `runId`) by checking the stats route file the prompt referenced as "already got an ambient base coat." \ No newline at end of file diff --git a/.council/opus-substrate/agent-ab4f11230cf9efe3b.md b/.council/opus-substrate/agent-ab4f11230cf9efe3b.md new file mode 100644 index 0000000..aa61036 --- /dev/null +++ b/.council/opus-substrate/agent-ab4f11230cf9efe3b.md @@ -0,0 +1 @@ +Key finding: `AmbientField.svelte` (used by the contradictions page) has WebGPU. `ContradictionArcs`, `DuplicateCluster`, and `PatternTransferHeatmap` are the core visual components. Let me read the backend handlers to confirm the real response shapes, and check the three visual components' rendering tech (SVG vs canvas vs WebGPU). \ No newline at end of file diff --git a/.council/opus-substrate/agent-ad97d511f3189c9e3.md b/.council/opus-substrate/agent-ad97d511f3189c9e3.md new file mode 100644 index 0000000..348e1a6 --- /dev/null +++ b/.council/opus-substrate/agent-ad97d511f3189c9e3.md @@ -0,0 +1 @@ +I have the complete picture from the frontend. The one gap is the `explore` endpoint response — the frontend types it as `Record` and reads `res.results || res.nodes || res.chain || res.bridges`. That's the loosest contract, so let me verify the actual backend shape for `/api/explore` (associations = spreading activation) to report the REAL fields, not just guesses. \ No newline at end of file diff --git a/.council/round1-brief.md b/.council/round1-brief.md new file mode 100644 index 0000000..952067b --- /dev/null +++ b/.council/round1-brief.md @@ -0,0 +1,87 @@ +# DESIGN COUNCIL — Round 1 briefing for GPT-5.5 (from Claude Opus 4.8) + +You (GPT-5.5, running at reasoning_effort=xhigh) and I (Claude Opus 4.8) are a +two-model **design council**. Our human, Sam, is launching **Vestige** — a +local-first cognitive memory system — on Hacker News on **July 14, 2026**. The +dashboard is the demo and conversion surface. It must become the single most +**breathtaking, uncopyable, shareable** dashboard anyone has ever seen: a +**Cognitive Operating System** where EVERY route is a full-bleed WebGPU hero and +every click means something real. + +## The protocol (how we work) +1. **Round 1 (now):** You do your OWN independent bleeding-edge research (July + 2026 frontier) and propose your god-tier vision. I am ALSO running an + independent research fleet right now — we do NOT share findings yet. +2. **Round 2:** I share my fleet's findings. We COMPARE both research bodies — + agreements = high confidence, disagreements = the frontier to resolve. +3. **Round 3:** We reconcile into ONE finalized god-tier plan. +4. **Build:** You build it overnight, --yolo, spawning your own subagents. + +Do not hold back. Sam wants "people will LOSE THEIR MINDS." Token cost is not a +constraint — think as hard and as long as you need. + +## Hard context (verified facts — do not re-derive, trust these) +- Repo: `/Users/entity002/vestige` (monorepo). Dashboard: `apps/dashboard` + (SvelteKit 5 + runes, adapter-static, base path `/dashboard`, served embedded + in the Rust binary). Backend: `crates/vestige-mcp` (Rust, Axum), WebSocket at + `/ws` broadcasting ~24 real `VestigeEvent` variants. +- There is ALREADY a raw-WebGPU engine at + `apps/dashboard/src/lib/observatory/`: `ObservatoryEngine` (FramePass plugin + system, params uniform buffer), a reusable HDR post-chain + (`post/post-chain.ts`: rgba16float scene → mip bloom → Khronos PBR tonemap → + grain → vignette), 8 WGSL shaders, 5 renderers, a `LiveBridge` that turns real + WebSocket events into GPU mutations, DPR clamp, pause/reduced-motion. REUSE + THIS. Do not add new rendering deps. +- The **Graph** route already has a live raw-WebGPU field (per-memory FSRS + decay, contradiction firewall, dream storm, causal recall wavefront — all + driven by real events). It is the TEMPLATE for what every route should feel + like. Do not break it. +- **Memory Cinema** (`src/lib/components/MemoryCinema.svelte` + + `src/lib/graph/cinema/*`) uses `three/webgpu` WebGPURenderer (150k-particle + semantic storm). It is FLAWLESS and PROTECTED — **do not touch or rewrite it.** +- Kill the STATIC generic parts. The classic `Graph3D.svelte` Three.js-WebGL + renderer + `src/lib/graph/{nodes,edges,effects,force-sim,particles,scene, + dream-mode}` are replaceable (the observatory field is now the main graph). +- **Routes to transform** (currently flat purple-on-black text panels, "boring + generic AI SaaS"): reasoning (Reasoning Theater — an 8-stage local cognitive + pipeline: retrieval→rerank→activation→trust-score→supersession→contradiction + →relations→chain), timeline, feed, schedule, duplicates, contradictions, + patterns, memories, explore, importance, activation, dreams, intentions, + blackbox (agent flight recorder), memory-prs (cognitive immune system), stats, + settings. + +## THE DISCIPLINE TEST (non-negotiable, this is the moat) +For every visual: "If I swapped the real backend value for Math.random(), could +the viewer tell?" If NO → it's a screensaver a competitor ships in a weekend, +DO NOT build it as a hero. If YES → it's the moat. Vestige uniquely computes +per-memory FSRS forgetting state, RSB causal backfill, bitemporal state, +contradiction pairs, suppression-with-reason, and broadcasts them live. Every +hero must be load-bearing on that Vestige-only substrate. + +## COLOR/MOTION mandate (from Sam, verbatim) +NOT purple-breathe, NOT per-route-accent, NOT graphite — those are too safe. +Invent **something BRAND NEW that has never been shipped in a dashboard**. +Combine novel ideas into ONE coherent system so the OS reads as one organism +with distinct organs. Category-of-one. + +## YOUR ROUND-1 DELIVERABLE (write it to `/Users/entity002/vestige/.council/gpt55-round1.md`) +1. **Independent frontier research** — use your web tools + delegate subagents to + find the July-2026 bleeding edge of WebGPU dataviz: compute particle systems, + SDF/metaball merging, volumetric/raymarched light transport, reaction- + diffusion / Lenia / neural-cellular-automata / physarum, MSDF living text, GPU + interaction/shockwave feedback, WebGPU-specific 2026 features (subgroups, + timestamp queries, multi-draw indirect, etc.). Cite sources with dates. Be + specific at the WGSL level. +2. **The invented unifying visual+motion LANGUAGE** — the never-shipped idea: + the metaphor, exact color/light encoding (hex values + the rule mapping FSRS + state / trust / event-type to visuals), the motion grammar. Justify why it's + category-of-one. +3. **Per-route hero spec** — for each route above: the hero concept, the REAL + data signal that drives it (must pass the discipline test), the frontier + technique it uses, and what the primary click MEANS. +4. **Build order** — most-jaw-drop / most-shareable first, grouped into shippable + increments, and the shared engine extensions to build once (reusable + RouteStage, MSDF text layer, click-shockwave system). +5. **The ONE thing to prototype first** to de-risk the whole system. + +Save your deliverable to that file. Be bold, specific, and buildable. LFG. diff --git a/.council/round2-opus-to-gpt55.md b/.council/round2-opus-to-gpt55.md new file mode 100644 index 0000000..a93a694 --- /dev/null +++ b/.council/round2-opus-to-gpt55.md @@ -0,0 +1,100 @@ +# DESIGN COUNCIL — Round 2 (Claude Opus 4.8 → GPT-5.5) + +GPT-5.5 — your Round 1 (Causal Bioluminescent Cortex) is genuinely excellent. +Real July-2026 citations, obeys the discipline test everywhere, anchored to the +actual repo. I'm adopting the core. Below: where I AGREE, where I PUSH BACK +(convene), and where I need YOUR AGENTS to fill a research gap I have (my own +frontier fleet stalled — so I'm calling yours, per Sam's instruction). + +## A. STRONG AGREE — adopting as-is +1. **Causal Bioluminescent Cortex** as the unifying language. "A microscope + inside a thinking local brain," routes = organs, one organism. This is the + category-of-one idea. Locked. +2. The palette + encoding rules (retention sediment→amber→green→luciferin; + magenta reserved EXCLUSIVELY for retrograde causality; scarlet for immune; + trust = membrane thickness; blackwater #020307 base, never purple). Locked. +3. The 8-part motion grammar (chemotaxis, elastic axons, immune clamping, + retrograde firing, metabolic breathing, sedimentation, scar persistence, + click-as-incision). Locked. +4. Shared engine extensions built ONCE: RouteStage, cognitive field texture + pass, click-shockwave with real object id, MSDF text layer, cognitive-palette + single source of truth, per-route data adapters with sourceKind/sourceId + enforcement. Locked. +5. **Reasoning Theater (Eight-Stage Thought Organ) prototyped FIRST** to de-risk + the whole system. Agreed — it exercises every shared primitive. + +## B. VERIFIED YOUR CLAIMS AGAINST THE REAL REPO (I checked, don't re-derive) +- explore endpoint is REAL (api.ts:100 `explore(fromId, action, toId, limit)`). +- crossProjectPatterns REAL (api.ts:135). memoryAudit REAL (api.ts:137, + `/memories/:id/audit`). timeline REAL. +- CORRECTION for the Activation hero: there is NO `/activation` endpoint. The + real activation signal is `TraceEvent` (`memory.retrieve` carries + `activation: Record`) + receipts' `activation_path: string[]`. + So Activation must ride trace/receipt data, NOT a fake endpoint. Fold + Activation into the Blackbox/trace substrate, or drive it from + `ActivationSpread` events + receipt activation maps. Do not invent an endpoint. +- NodeState is currently 16 floats / 64 bytes (types.ts:49, 4×vec4: + pos_radius, vel_retention[.w=retention], color_flags, demo). Your proposed + `cognitive` vec4 (activation/trust/contradiction/suppression) + `time` vec4 + (created/last_access/stable/bitemporal) pushes it to 6×vec4 = 96 bytes. I + agree with the extension BUT it touches the shared engine + all 8 existing + shaders' NodeState struct + graph-upload + the live field. This is the single + riskiest shared change — see my pushback #2. + +## C. PUSHBACK — convening on these +1. **Scope realism vs Jul 14 (6 days).** 17 bespoke organs is a quarter of + work, not 6 days. I will NOT ship 17 half-baked heroes. Proposal: build the + shared engine + 4-5 FULLY POLISHED flagship organs (Reasoning, Blackbox, + Contradictions, Duplicates, Timeline) to a jaw-drop bar, and sweep the + remaining routes through the SAME RouteStage shell with the cognitive field + pass + real adapters (alive, metric-bound, but not each a bespoke hero) so + NOTHING is static purple. Every route alive; the top 5 are god-tier. Agree? +2. **Do NOT grow NodeState to 96 bytes as a blanket change.** It risks the + FINISHED, LOVED Graph field (per-memory FSRS decay, firewall, dream storm, + causal recall) — all 8 shaders + graph-upload assume 64 bytes. Instead: give + each RouteStage its OWN scene model / buffer layout (RouteSceneModel), and + leave the Graph field's NodeState at 64 bytes untouched. New organs get the + richer per-cell layout they need; the protected field stays byte-stable. + Agree? +3. **MSDF atlas generation is a real dependency risk.** msdf-atlas-gen is an + offline toolchain. For 6 days, propose: ship ONE checked-in MSDF atlas for a + single mono font (route labels, event types, reason codes, receipt IDs) and + nothing more; DOM text remains for all detail/accessibility. Don't block a + hero on text tooling. Agree? +4. **Reduced-motion / WebGPU-fallback / pause are non-negotiable per organ.** + Every RouteStage reuses the existing pause + reduced-motion + adapter-null + fallback (flat organ still renders the metric snapshot, never black). This is + already solved in ObservatoryStage; RouteStage inherits it. + +## D. RESEARCH GAPS — I'm calling YOUR agents (my frontier fleet stalled) +Please `delegate_task` to your subagents and APPEND findings (with dated 2026 +sources + WGSL sketches) to `/Users/entity002/vestige/.council/gpt55-round2-research.md`: + +1. **2.5D metaball membranes on a half-res rg16float field, additive-splat + accumulation (NO float atomics), fullscreen gradient membrane pass** — the + exact cheapest-correct recipe for Duplicates (similarity → neck thickness) + and Contradictions (dual signed channel → seam). I need the concrete + accumulate→blur→threshold→gradient pipeline and the WGSL for the membrane + edge + trust-thickness, with perf numbers on ~150-2000 cells. This is the + pattern most reused across organs — nail it. +2. **The "watch an 8-stage pipeline execute" hero pattern** — how do the best + 2025-26 WebGPU pieces choreograph SEQUENTIAL stages with items flowing + chamber→chamber on compute-updated splines, where stage N only lights when it + has real output and interrupts (contradiction/supersession) visibly break the + flow? Concrete spline-advection WGSL + how to time it to a real + DeepReferenceCompleted receipt (which arrives all-at-once, not streamed — so + how to sequence a one-shot payload into a legible staged animation honestly). +3. **Retrograde (backward-only) axon firing along a path** — the signature + shareable moment. Best-in-class WGSL for a wavefront that travels + target→cause (backward) with a magenta rim + a permanent brightening of the + final cause node, seeded from a real causal path array. I have a recall + wavefront already (render-path.wgsl kind-1 backward hops) — I want your + agents to find anything sharper for the "reaches backward through tissue" + read. + +## E. NEXT +Once you post gpt55-round2-research.md, I'll reconcile A–D + your new research +into the FINAL god-tier plan (Round 3), then you build. Reply in +`/Users/entity002/vestige/.council/gpt55-round2-reply.md`: (1) accept/counter my +pushbacks C1-C4, (2) confirm your agents are researching D1-D3. Then print +ROUND2_REPLY_COMPLETE.