update sessions/0016/SESSION-0016.0-TRANSCRIPT-2026-06-24T17-48--INPROGRESS.md
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> Type: planning-and-executing
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> Posture: yolo
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> Claude-Session: 0fde1d36-7c64-414f-8f49-8669b5dd2263
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> Status: **PLACEHOLDER — claimed at session start; finalized at session end.**
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>
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> This file reserves session ID 0016 for human-experience-filter-art. The driver replaces this
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> body with the full transcript and renames the file to its final
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> SESSION-0016.0-TRANSCRIPT-2026-06-24T17-48--<end>.md form at session end.
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> Status: **FINALIZED**
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## Launch prompt
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_(launch prompt not captured at claim time)_
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`/goal` Content pipeline Increment 2 (expanded) — rotating clip pools + time-windowed
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TRACKED labels + progressive left-brain detail + progressive right-brain emotions.
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Short design pass first (schema changes), then build.
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> Anchor: design `docs/superpowers/specs/2026-06-24-content-pipeline-design.md`
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> (graduated, R2a-eligible). Repo is roadmap-anchored, no Gitea issue tracker (R1
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> deviation, as all prior sessions). Increment 2 of that design.
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## Pre-state
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`main` at `b28f930` (PR #15 — operator-curated rotating-pool doc merged). All 19
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vetted pool clips on disk (gitignored) plus the leftovers to drop. The ring was the
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Increment-1 one-base-per-scale model (cosmos/orbit/forest/reef/abyss), flat
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`min_level` label gating, static or simple-track boxes, scene-level affect gated by
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`min(left,right)`. `tools/pipeline/` had stages 1–4 + 6 (no `track.py`). 246 tests.
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## Arc
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1. **Session gate + init.** Classified the `/goal` as planning-and-executing,
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claimed session **0016** (peeked an ENDED-UNFINALIZED 0015 — its PR #15 work was
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already merged, not live — and proceeded; no worktree needed, solo session).
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Verified clean `main`, read the pool doc + spec + sub-project-3 memory + the live
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code (ring, clips, app, app.js, alteration, pipeline).
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2. **Design pass (operator asked for it — schema changes).** Appended **§11** to the
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content-pipeline spec pinning the concrete shapes: rotating pool, time-windowed
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tracks, progressive Left detail tiers (salience + tiered strings), progressive
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Right emotion tiers, and the `track.py` + author-mode tooling. Key call: tiers
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need **no engine change** — the client reads `overlay.level` (Left) and
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`dream.strength` (Right) already in the `RenderPlan`.
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3. **PR #16 — the experience.** `Scale.pool` + pure `pick_clip_id` (injected
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randomness); server-side random pick at the API boundary (delta=0 = initial pick).
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`forest`→`coast` rename + ring reorder + orphan-media cleanup. Time-windowed
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tracked labels (`appear`/`disappear`, seam-wrapping). Salience-gated +
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tier-escalating Left labels; tier-escalating Right emotions; tiered-or-static
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strings (back-compat). New `build_pool_manifest.py` emits the 19-clip pool
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manifest (abyss+reef authored as tracked/windowed showcase). Merged via Gitea API.
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4. **PR #17 — the tooling.** `tools/pipeline/track.py`: classical LK optical-flow box
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tracker (this opencv build has no CSRT) → sparse keyframed track + window; optional
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lazy ML path. Simulator AUTHOR MODE (`/author.html` + `/api/author/{track,clip}`):
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scrub, drag a seed box, run tracker, author tiers/affect, save to manifest
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(idempotent upsert, keeps provenance). Repointed the pipeline integration test off
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the retired forest base; USER_GUIDE sim section brought current. Merged.
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## Cut state
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`main` at `c445239` (PR #17 merge). **267 passed / 2 skipped.** Clean tree, fully
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pushed, no open PRs. Both feature branches deleted. All 5 goal items delivered.
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Verification was API/logic-level + JS syntax + live-server probes (5 scales with
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pools, rotating picks, new edges, 19 clips served, tracker returns keyframes on real
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abyss_wow footage, committed manifest untouched by the read-only probe). **The
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VISUAL look was not screenshot-verified — no Chrome on this box** — so operator
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by-eye review is the next step (matches the established deferred-review pattern).
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## Deployment pipeline (§9)
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No stage run: the HEF simulator is a **local dev tool** (simulator-first directive),
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not a deployed app — it has no PPE/prod infra. Nothing shippable through the §9
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pipeline this session; the session output is the merged code on `main`.
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## Plan archival
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No separate `superpowers:writing-plans` artifact was produced — the design pass was a
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spec §11 edit (merged in PR #16) and execution was direct TDD tracked by the
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transcript `## Plan` block + the task list. Nothing to `submit-plan.sh`; this app has
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no content repo anyway (roadmap-anchored).
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## Deferred decisions
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_Autonomous-mode low-confidence calls the driver made and would have
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liked operator input on. Appended as the session runs; surfaced at
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finalize. Empty if none._
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- **Adopting/finalizing the ENDED-UNFINALIZED session 0015 placeholder** was skipped
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— its PR #15 work is already on `main` and its outcomes are fully recorded in
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memory; finalizing a prior dead session was judged an unnecessary detour. Low
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confidence; flagging for the operator.
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- **By-eye visual review deferred** to the operator (no Chrome here) — consistent with
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the prior-session pattern, but the look of the tiers/windows/pool rotation is
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unconfirmed visually.
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- **Light-vs-rich label authoring:** only abyss + reef + the scale primaries are
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richly authored; the other pool members carry lighter labels. Finishing them is the
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author-mode follow-up (next goal).
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## Next-session prompt
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`/goal` Operator by-eye review of Increment 2 in the sim (`make sim-local`, :8000):
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spin the ring (pools rotate per landing), sweep Left (progressive label tiers
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general→scientific+fact), sweep Right with Left up (progressive emotions
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basic→compound), watch abyss/reef time-windowed tracked labels enter/leave + track,
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and exercise `/author.html`. Then author real labels for the remaining pool members
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via author mode. After the content is liked, the next build frontier is the deferred
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i2v ring transitions (generative-video model + adjacent real bases) and/or the Pi
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renderer + serial/firmware (per [[simulator-first-before-hardware]]), per ROADMAP.md.
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