- run.py: add resolve_ffmpeg() mirroring setup_scales_media.py; change
process_clip ff param to None and resolve at call time
- test_pipeline_integration.py: gate on resolve_ffmpeg() not PATH ffmpeg;
verify proxy dims with cv2 instead of ffprobe
- ffmpeg_ops.py: add fps= to trim segments in crossfade_loop_args so xfade
receives CFR input (xfade rejects 1/0 rate from raw trim output)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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>
The engine already models Dark/Light as the two poles of one signed axis
(tone = (light - dark)/4, equal = neutral), so the simulator now exposes a single
bipolar Mood dial (-4 dark .. 0 neutral .. +4 light) that maps onto dark/light in
controls(). Removes the Calibration section entirely: mood_gain and overlay_gain
were always-locked 1.0 dev knobs (full dial = full effect), so they bake in as the
DEFAULT_CALIBRATION constants and the sim sends no calibration. Experience panel is
now just Left, Right, Mood.
Engine/tests unchanged (DEFAULT_CALIBRATION already carries the 1.0 constants).
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>
Right strength curve (level 1-4 -> increasing img2img keyframe strength) is pure
and unit-tested; the restyle engine is a verbatim port of the session-0008 POC
flow_restyle.py (SD img2img keyframes + Farneback optical-flow tweens = calm,
no boiling). torch/diffusers imported lazily so the module + curve test stay light.
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>
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