Bite-sized TDD plan for Increment 1 (real footage, no ML): the deterministic
tools/pipeline/ package (frame → crossfade-loop → master+proxy transcode →
manifest assembly, pure ffmpeg arg builders unit-tested + an opt-in integration
test on the real forest POC base), the backward-compatible keyframed annotation
track schema with client-side interpolation, and the 5-scale ring (orbit + reef).
9 tasks. Implements spec §3 (stages 1–4,6), §4, §5, §6, §7, and §8 Increment 1.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Brainstormed + scoped the content pipeline that turns strict-PD source clips into
shippable, seamless-looping, labelled neutral bases for the scale ring.
Decisions settled this session:
- Scale set: lean 5 (cosmos · orbit · forest/land · reef · abyss; microscopic dropped)
- Loop: crossfade tail→head seam
- Labels: motion-tracked, hybrid (ML proposes where it can, hand-seed + classical
tracker elsewhere); label semantics always hand-authored
- Format: master + 1080p H.264 proxy
Anchor fact: the Right dream is real-time (no per-clip ML bake, session 0013), so
the pipeline is transcode + authoring — the one offline ML step is the chosen
motion-track pass. Six stages + an optional keyframed annotation-track schema
(backward compatible) + a 2-increment rollout (real footage no-ML first, then the
hybrid track pass + simulator author mode). i2v ring transitions + Pi/pano deferred.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Replace the pre-baked SD restyle variants (too fluid — the painting re-rolled
every keyframe and the flow-warp melted frames) with a deterministic, real-time
dream that holds STILL across the loop; only the footage's own motion moves.
Design: docs/superpowers/specs/2026-06-22-right-axis-deterministic-dream-design.md
Engine (player/alteration.py): Restyle(variant) -> Dream(strength, intensity);
Calibration.right_variant_map -> dream_gain. player/state.py: a Right change is a
LIVE_UPDATE now, not a crossfade (only a clip swap crossfades). Plan dict
restyle -> dream. Tests migrated; 233 green. (No new Python behavior for the
client-render swap below.)
Renderer (simulator front-end): the Right dream is a WebGL2 Kuwahara shader on a
<canvas> over the live video — edge-preserving, so motion/structure stay crisp;
the dream is the same footage, just stylized (no blur). Ramped by the knob; max
goes "trippy" (vivid saturation + ~45deg hue drift + posterize, concentrated near
max via t=intensity^2). Phase-1 luminous-haze (CSS+bloom) was built then retired
by eye (blur read as out-of-focus video). Mood grade rides as a CSS filter on the
canvas; bloom layer removed.
Dev ergonomics that fell out of the iteration:
- /dev/version + a 1s client poll = live-reload (open tab never runs stale
renderer code; reloads on my edits AND server restarts).
- no-cache on the dev server; an on-screen error banner + crash-proof render so a
silent throw can't masquerade as "nothing is changing".
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Left-brain HUD look-and-feel pass (judged by eye in the sim):
- corner-bracket targeting reticles (capped arms) replace plain boxes
- translucent label chips, legible over any frame
- two sensor channels: cyan detections (with deterministic confidence
scores) vs amber measurements (center crosshair)
- bbox-sized "ANALYSIS . L{n} . {k} OBJ" status tag, escalating with Left
Affect channel (emotions in the HUD), per
docs/superpowers/specs/2026-06-22-affect-channel-hud-design.md:
- surfaces only when BOTH knobs up; strength = min(left, right)
- stable per-scene palette, more words appear with combined strength
- soft glowing violet words on their own opacity layer (the dream
leaking into the machine's read); math in player/alteration.py
- forest/cosmos/abyss palettes in the manifest; 5 new unit tests
Simulator no-cache middleware so by-eye iteration never serves a stale
app.js / api response (fixes the latent "plan has affect but clip.affect
empty" stale-/api/clips bug).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Ran the baker for the forest scale: real flow-stabilized painterly Right variants
1-4 now back the dreamlike axis on real Yosemite footage (was: 1 real + 3 ffmpeg
placeholders). By-eye finding this surfaced: sd-turbo's painterly transform is
sharply non-linear in img2img strength (barely registers <0.5, ramps hard through
~0.5-0.65), so the initial linear 0.28-0.58 ramp left levels 1-3 ~identical to
raw. Re-baked with a clustered 0.46/0.52/0.58/0.64 curve -> a real perceptual
ramp: gentle dream haze -> clearly impressionist -> strongest, each notch visibly
dreamier, temporally calm (flow-stabilized).
- manifest: forest right_variants 1-4 all model 'sd-turbo+farneback-flow'
- setup_sample_media.py: now only stages the neutral base; the baker owns the
Right variants, so re-running it never clobbers a real bake
- docs: USER_GUIDE setup steps + ROADMAP v2v vertical-slice-done note
Suite 228 passed / 2 skipped.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
A multi-detent encoder spin previously chained one full transition per scale
crossed (e.g. +5 ≈ 5 placeholder morphs ≈ 12-15s), which feels sluggish for a
fast spin. Design §3 anticipates this: "transitions chain, or past a speed
threshold a faster blended pass is used."
`player.ring.advance_ring` gains an opt-in `fast_spin_threshold` (canonical
default `DEFAULT_FAST_SPIN_THRESHOLD = 3`). A spin batches its detents into one
advance() call, so `abs(delta)` is the input layer's proxy for spin speed; at or
above the threshold the move collapses to a single blended pass — one
`TransitionStep` (the arrival edge, marked `blended`, landing straight on the
destination, `RingMove.fast=True`) instead of the full chain. Landing index,
seam-crossing (`wrapped`), and arrival edge/direction are exactly the full
chain's; only the in-between transitions are dropped.
The policy is opt-in (default off) because the pure function cannot observe
wall-clock spin speed — the simulator/firmware, which can, enables it. This keeps
all existing complete-chain behavior and tests intact. The simulator passes the
default threshold and plays the blended step at 2.5× (FAST_BLEND_RATE); a
dedicated fast-blend clip can replace the accelerated arrival-edge placeholder
when real transition media exists.
- player/ring.py: TransitionStep.blended, RingMove.fast, threshold param + policy
- simulator/clips.py: serialize fast/blended in ring_move_to_dict
- simulator/app.py: apply DEFAULT_FAST_SPIN_THRESHOLD at /api/ring/advance
- simulator/static/app.js: play a blended step at FAST_BLEND_RATE
- docs: scales design §3, USER_GUIDE, ROADMAP slice-3 note
Tests: +9 (ring policy, serializer, API). Suite 224 passed / 2 skipped.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Add scale-ring navigation to the simulator per the scales-library design §3:
an endless rotary-encoder control (relative, vs the absolute 0-4 experience
knobs) walks a closed ring of neutral "scales of nature" clips, with placeholder
AI zoom/warp transitions between adjacent scales and a small->large wrap (the
infinite-zoom payoff).
- player/ring.py (new, canonical pure logic): ScaleRing + advance_ring; one
transition clip per edge, played forward zooming inward / reversed outward;
modulo wrap both ways; chained steps for a multi-detent spin. Mirrors
player/content.py conventions (frozen dataclasses, pure functions).
- simulator: load_ring + ring_to_dict/ring_move_to_dict; GET /api/ring and
POST /api/ring/advance (Python owns step/wrap/transition math; the browser
only plays the returned transition(s) then settles on the target scale).
- frontend: endless-encoder control (zoom in/out buttons + stage scroll),
current-scale readout, multi-clip active-scale selection, transition playback.
- media: two cheap true-PD scales so the ring is demonstrable -- cosmos
(NASA/Hubble) + abyss (NOAA Ocean Exploration), provenance recorded in the
manifest, bytes generated as labelled placeholders by setup_scales_media.py.
The expensive multi-strength flow-stabilized Right re-bake is DEFERRED (new
scales carry a raw base only) until the ring is liked; Pi renderer +
serial/firmware remain deferred (simulator-first).
- docs: ROADMAP slice-3 done; USER_GUIDE scale-ring gesture; plan doc.
Verified: pytest 215 passed / 2 skipped (+22 new); sim boots, /api/ring +
/api/ring/advance correct incl. wrap, media served, and a headless-Chrome CDP
drive walked cosmos -> forest -> abyss -> (wrap) -> cosmos with the active clip
reloading correctly.
Spec: docs/superpowers/specs/2026-06-07-scales-library-and-right-axis-pipeline-design.md (§3)
Plan: docs/superpowers/plans/2026-06-07-scale-ring-navigation.md
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Tuning the look by eye in the simulator (design §8) surfaced that the dark
mood pole rendered a full-frame hue-rotate(-200deg) — rock orange, trees
purple: the disorienting look rejected in session 0008, not the peaceful POC
dark_frame. Replace it with darken + slight desaturate on the video filter
plus a multiply-blended deep-blue wash (#tint, below the SVG HUD so the
overlay stays legible). Dark now reads cool/somber with natural greens, like
the approved POC look; light/left/right unchanged and confirmed peaceful.
With full tilt now tasteful on every axis, LOCK DEFAULT_CALIBRATION to unity
gains + linear variant map as a deliberate by-eye choice (not placeholders),
closing the open session-0006 knob->strength decision: knobs run 0=off..4=max,
equal Dark/Light = identity, the 5 notches map 1:1 to the 5 discrete Right
bakes. Guard the locked constants with test_default_calibration_is_locked.
Resolves design §8 open questions (calibration curve shape; grade-vs-overlay
ordering) and records the dark-grade fix. Full suite 193 passed / 2 skipped.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Bring the unmerged session-0007 simulator-alteration-preview design onto a
single thread and add the reconciliation design that resolves the load-bearing
Left-HUD conflict between it and the merged session-0008 scales-library /
right-axis design.
Decision (operator-approved): Left is a RUNTIME overlay (authored annotation
track + per-language string tables, shaped live — browser in the sim, Pango/
HarfBuzz on the Pi), not baked pixels. Consequently the pre-baked variant set is
1-D over Right strength, not 0007's 2-D 5x5 Left x Right grid; 0007's baked-HUD
position (its sec 4/5/8) is superseded. Engine change is surgical — the merged
slice-1 engine already keeps a runtime AnalyticalOverlay.
Scopes the first simulator-runnable slice: deterministic Dark/Light/Left +
discrete pre-baked flow-stabilized Right variants over ONE neutral clip, wired
into the simulator, with a parameterized Calibration tuned by eye.
Spec: docs/superpowers/specs/2026-06-07-reconciled-simulator-alteration-slice-design.md
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Design revision refining the machine-altered-perception design (2026-06-05):
- Right axis is a LOCAL offline restyle (SD img2img on MPS), not a cloud API
(refines §4.1/§4.3, §9). Per-frame restyle boils/flickers — disqualifying for
a peaceful piece — so temporal coherence is now a hard constraint, met by
optical-flow keyframe propagation (the EbSynth principle, OpenCV impl).
- Content = a small NEUTRAL "scales of nature" library (~4-6 clips, one per
scale), not a single stitched cosmic-zoom film; keeps the neutral-base thesis
and interactivity while retaining the awe-of-scale richness (refines §6/§8).
- NEW: the scales form a navigable closed RING joined by short AI zoom/warp
transitions, driven by an infinitely-turnable endless rotary encoder; diving
past the microscopic wraps around to the cosmos (refines §2 selector / §11).
- i18n sharpened (§1.2, sharpens §10): Left labels are a Pi-rendered runtime
graphics overlay (annotation-track + per-language string tables, shaped via
Pango/HarfBuzz + Noto) — NOT a baked per-language overlay video, which would
break i18n economics. Added Pi-resolution headroom to open questions.
- Strict-PD sourcing map (NASA/NOAA/NPS/USGS); non-US terrestrial is the CC-BY
soft spot. Economics: local authoring is ~free, not $300-3k of cloud API.
Grounded in a local POC this session (M4 Pro, sd-turbo, OpenCV flow): all four
axes validated on real footage; deterministic axes ~2.4s, Right flow-propagated
~2.7min/8s clip and calm.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Revise the Human Experience Filter design: the piece becomes about how
humans interact with machines and how that reshapes the nervous system.
Neutral public-domain nature footage in, machine-altered perception out —
soothing or disturbing, good and bad.
Supersedes the 2026-06-04 design's thesis (§1), selection model (§3 — now
"transform from neutral", not catalog lookup), tagging division (§5), and
sourcing (§8); expands the control panel and hardware (§2/§6). Coordinate
axes and the single-pano projector are preserved.
Captures: the per-axis alteration mapping (Left=analytical overlay,
Right=generative v2v dissolve, Dark/Light=color grade), the substrate-vs-
overlay composition rule, the Light=yellow/white → neutral grey →
Dark=blue/black mood ramp, the 6-way content dial + volume/brightness, the
tactile/braille/LED/read-aloud wooden panel, and the runtime-overlay
architecture that makes multilingual labels nearly free.
Per docs/ROADMAP.md (reshapes sub-projects 2/3/4 + adds an offline v2v
authoring pipeline). Discovery session 0005.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Discovery session 0003. Web-based, Docker-on-localhost simulator to feel the
selection model: real hef.selection wired to a synthetic fixture catalog, with
a full-transparency X-ray (ranked pool + distances + brain/mood grid maps) and
live model knobs (weights, pool size, approved-only).
- docs/superpowers/specs/2026-06-04-experience-simulator-design.md
- features/{selection_xray,model_knobs,fixture_catalog,simulator_service}.feature
- one additive hef.selection.ranked_candidates() change planned (single source of truth)
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Sub-project 2 (ingest & tagging / review tools) shipped via PR #1 this session.
Updates the status table and §2 detail, reconciles resolved decisions (first-ship
archives, media-root layout, ffmpeg-only opt-in dominant_color), and marks §3
(Pi player) as next.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Operator decision (2026-06-04): single panoramic projector spanning the
three walls showing the real selected video (nature-video focus), replacing
four projectors + a procedural side-wall renderer.
- Design spec: revision banner; updated §1, §6 (one pano projector), §7
(procedural side walls REMOVED), §10 layout, §12 open questions.
- ROADMAP: sub-project 5 marked Dropped; diagram + dependency order updated;
§3 player drives one pano output; cross-cutting decisions reconciled.
- Sub-project-2 spec: follow-up note updated to past tense (design spec done).
dominant_color's only consumer was the side walls, so it stays optional/opt-in
in the sub-project-2 tooling (already specced).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Operator approved the spec and confirmed first-ship archives
(LibriVox + NASA + IA). Folds in the 2026-06-04 design change (single
panoramic projector across all three walls, nature-video content):
demotes dominant_color to optional/opt-in (its only consumer was the
procedural side walls), ffmpeg-only when computed, never an image lib.
Flags the design-spec/ROADMAP follow-up as out of scope here.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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