Session 0016.0 — Transcript

App: human-experience-filter-art Start: 2026-06-24T17-48 (PST) Type: planning-and-executing Posture: yolo Claude-Session: 0fde1d36-7c64-414f-8f49-8669b5dd2263 Status: FINALIZED

Launch prompt

/goal Content pipeline Increment 2 (expanded) — rotating clip pools + time-windowed TRACKED labels + progressive left-brain detail + progressive right-brain emotions. Short design pass first (schema changes), then build.

Anchor: design docs/superpowers/specs/2026-06-24-content-pipeline-design.md (graduated, R2a-eligible). Repo is roadmap-anchored, no Gitea issue tracker (R1 deviation, as all prior sessions). Increment 2 of that design.

Pre-state

main at b28f930 (PR #15 — operator-curated rotating-pool doc merged). All 19 vetted pool clips on disk (gitignored) plus the leftovers to drop. The ring was the Increment-1 one-base-per-scale model (cosmos/orbit/forest/reef/abyss), flat min_level label gating, static or simple-track boxes, scene-level affect gated by min(left,right). tools/pipeline/ had stages 1–4 + 6 (no track.py). 246 tests.

Arc

Session gate + init. Classified the /goal as planning-and-executing, claimed session 0016 (peeked an ENDED-UNFINALIZED 0015 — its PR #15 work was already merged, not live — and proceeded; no worktree needed, solo session). Verified clean main, read the pool doc + spec + sub-project-3 memory + the live code (ring, clips, app, app.js, alteration, pipeline).
Design pass (operator asked for it — schema changes). Appended §11 to the content-pipeline spec pinning the concrete shapes: rotating pool, time-windowed tracks, progressive Left detail tiers (salience + tiered strings), progressive Right emotion tiers, and the track.py + author-mode tooling. Key call: tiers need no engine change — the client reads overlay.level (Left) and dream.strength (Right) already in the RenderPlan.
PR #16 — the experience. Scale.pool + pure pick_clip_id (injected randomness); server-side random pick at the API boundary (delta=0 = initial pick). forest→coast rename + ring reorder + orphan-media cleanup. Time-windowed tracked labels (appear/disappear, seam-wrapping). Salience-gated + tier-escalating Left labels; tier-escalating Right emotions; tiered-or-static strings (back-compat). New build_pool_manifest.py emits the 19-clip pool manifest (abyss+reef authored as tracked/windowed showcase). Merged via Gitea API.
PR #17 — the tooling. tools/pipeline/track.py: classical LK optical-flow box tracker (this opencv build has no CSRT) → sparse keyframed track + window; optional lazy ML path. Simulator AUTHOR MODE (/author.html + /api/author/{track,clip}): scrub, drag a seed box, run tracker, author tiers/affect, save to manifest (idempotent upsert, keeps provenance). Repointed the pipeline integration test off the retired forest base; USER_GUIDE sim section brought current. Merged.

Cut state

main at c445239 (PR #17 merge). 267 passed / 2 skipped. Clean tree, fully pushed, no open PRs. Both feature branches deleted. All 5 goal items delivered.

Verification was API/logic-level + JS syntax + live-server probes (5 scales with pools, rotating picks, new edges, 19 clips served, tracker returns keyframes on real abyss_wow footage, committed manifest untouched by the read-only probe). The VISUAL look was not screenshot-verified — no Chrome on this box — so operator by-eye review is the next step (matches the established deferred-review pattern).

Deployment pipeline (§9)

No stage run: the HEF simulator is a local dev tool (simulator-first directive), not a deployed app — it has no PPE/prod infra. Nothing shippable through the §9 pipeline this session; the session output is the merged code on main.

Plan archival

No separate superpowers:writing-plans artifact was produced — the design pass was a spec §11 edit (merged in PR #16) and execution was direct TDD tracked by the transcript ## Plan block + the task list. Nothing to submit-plan.sh; this app has no content repo anyway (roadmap-anchored).

Deferred decisions

Adopting/finalizing the ENDED-UNFINALIZED session 0015 placeholder was skipped — its PR #15 work is already on main and its outcomes are fully recorded in memory; finalizing a prior dead session was judged an unnecessary detour. Low confidence; flagging for the operator.
By-eye visual review deferred to the operator (no Chrome here) — consistent with the prior-session pattern, but the look of the tiers/windows/pool rotation is unconfirmed visually.
Light-vs-rich label authoring: only abyss + reef + the scale primaries are richly authored; the other pool members carry lighter labels. Finishing them is the author-mode follow-up (next goal).

Next-session prompt

/goal Operator by-eye review of Increment 2 in the sim (make sim-local, :8000): spin the ring (pools rotate per landing), sweep Left (progressive label tiers general→scientific+fact), sweep Right with Left up (progressive emotions basic→compound), watch abyss/reef time-windowed tracked labels enter/leave + track, and exercise /author.html. Then author real labels for the remaining pool members via author mode. After the content is liked, the next build frontier is the deferred i2v ring transitions (generative-video model + adjacent real bases) and/or the Pi renderer + serial/firmware (per simulator-first-before-hardware), per ROADMAP.md.

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