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* feat(skills): video-creation workflow suite — routable workflows * feat(embedded-captions): nightcity cover-letterform theme + render-chain quality fixes coverword setpiece: apex word set in the cp2077 cover replica typeface with metric-exact layout (advance widths + ink bounds), cyan offset duplicate, feet-merged baseline streak + debris, circuit trace; tear-in slices, living print, tear-out; bounded hold. cpslam kept in the setpiece registry. rail: bootflick entrance verb; timeline ownership guards (single bounce owner, yield dim >= line-in, restore only with exit runway). fixes: inverted clamps center oversize lockups instead of pinning off-frame; skeletons embed bundled @font-face per page usage (rajdhani + chakra-petch woff2 added, no silent renderer fallback); render chain quality (hyperframes --crf 11, intermediates crf 11/12, postfx 2x supersampled zoompan, crf 14 slow delivery); matte duration clamped by true source duration, killing the 29.97fps trailing black frames. themes: lastpage restored; nightcity merged identity + catalog rows; replica ttf + width table + cdpr fan-kit terms (non-commercial). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * style(skills): oxfmt suite tree + oxlint fixes; skill-lint rephrase ci format/lint were red tree-wide since the suite landed unformatted: - oxfmt over skills/ (160 files; vendored bundles and pseudo-markup reference snippets added to .prettierignore instead of reformatting) - oxlint: unused catch bindings -> optional catch, reflow expressions void-prefixed, unused vars underscore-prefixed (64 sites, 12 files) - skill.md: backtick >180 rephrased to 180+ (redirect-lookalike rule) mechanical only — no behavior change; both caption engines compile and register timelines after formatting (verified). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * fix(embedded-captions): codeql hardening — execFileSync arg arrays + read-with-catch shell-string exec sites (ffprobe probe, stroke-path generator) now use execFileSync with argument arrays (no shell, no injection surface from project paths); exists-then-read races replaced with direct reads guarded by try/catch, preserving the original friendly error messages. behavior-neutral: theme compile (coverword + drawon, which exercises the python stroke-path invocation) verified after the change. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * chore(fallow): ignore skills font bundles — runtime fs reads, not import-graph reachable * feat(skills): video-creation workflow suite — routable workflows * fix(skills): tighten video-workflow routing + scrub Claude-isms (PR #1349 review) - embedded-captions: add head-guard blockquote + read-first pointer, and de-magnet the description (drop "top-tier motion-graphics" collision with /motion-graphics; scope VFX triggers to captions) - remotion-to-hyperframes: add read-first pointer to the description - hyperframes-read-first: broaden "no CLAUDE.md" -> CLAUDE.md / AGENTS.md / .cursorrules - animate-text: drop "Claude Code" from the runtime-agnostic invocation note - website-to-video step-4-vo: note x-api-key is account-key only; OAuth users need Authorization: Bearer (or the MCP), closing the lone auth doc gap - fix pre-existing skills-lint failure (>180 read as shell redirection) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(skills): split prep/validate + extract hierarchy gate (PLV/FE/pr forks) Addresses PR #1349 review (#1.1 complexity reduction). Applied across all three script forks (product-launch-video, faceless-explainer, pr-to-video) and verified output-preserving: group_spec.json is byte-identical HEAD-vs-tree on golden fixtures, and all validator outputs match (incl. pr-to-video's TTS word-budget). - split validate.mjs -> validate-narrator.mjs + validate-section.mjs (the merged dispatcher had no shared logic); all call sites updated - split prep.mjs into lib/prep-{log,assets,section,design,sfx}.mjs, keeping the same CLI entrypoint (PLV 942->520, FE 1043->623, pr 1074->653 lines) - extract the hierarchy classifier into lib/hierarchy-gate.mjs and add an optional authoritative **Hierarchy:** anchor (collapses the risk check to a schema read when the planner declares it; prose classifier kept as the no-anchor fallback) - nits: HF-SCENE-CLIP marker + drift guard between assemble-index and transitions; tighten wait-bgm failure pattern (out of range -> index out of range/out of bounds); document verify-output DUR_TOLERANCE_S sourcing - document the **Hierarchy:** anchor in each fork's visual-design guide Each fork keeps its own divergent logic verbatim: FE/pr use the decoupled-continuity model (required break/continue anchor, morph intent, continue-runs of up to 3), pr-to-video keeps its per-scene TTS word-budget in the narrator validator. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(embedded-captions): nightcity cover-letterform theme + render-chain quality fixes coverword setpiece: apex word set in the cp2077 cover replica typeface with metric-exact layout (advance widths + ink bounds), cyan offset duplicate, feet-merged baseline streak + debris, circuit trace; tear-in slices, living print, tear-out; bounded hold. cpslam kept in the setpiece registry. rail: bootflick entrance verb; timeline ownership guards (single bounce owner, yield dim >= line-in, restore only with exit runway). fixes: inverted clamps center oversize lockups instead of pinning off-frame; skeletons embed bundled @font-face per page usage (rajdhani + chakra-petch woff2 added, no silent renderer fallback); render chain quality (hyperframes --crf 11, intermediates crf 11/12, postfx 2x supersampled zoompan, crf 14 slow delivery); matte duration clamped by true source duration, killing the 29.97fps trailing black frames. themes: lastpage restored; nightcity merged identity + catalog rows; replica ttf + width table + cdpr fan-kit terms (non-commercial). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * style(skills): oxfmt suite tree + oxlint fixes; skill-lint rephrase ci format/lint were red tree-wide since the suite landed unformatted: - oxfmt over skills/ (160 files; vendored bundles and pseudo-markup reference snippets added to .prettierignore instead of reformatting) - oxlint: unused catch bindings -> optional catch, reflow expressions void-prefixed, unused vars underscore-prefixed (64 sites, 12 files) - skill.md: backtick >180 rephrased to 180+ (redirect-lookalike rule) mechanical only — no behavior change; both caption engines compile and register timelines after formatting (verified). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * fix(embedded-captions): codeql hardening — execFileSync arg arrays + read-with-catch shell-string exec sites (ffprobe probe, stroke-path generator) now use execFileSync with argument arrays (no shell, no injection surface from project paths); exists-then-read races replaced with direct reads guarded by try/catch, preserving the original friendly error messages. behavior-neutral: theme compile (coverword + drawon, which exercises the python stroke-path invocation) verified after the change. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * chore(fallow): ignore skills font bundles — runtime fs reads, not import-graph reachable * docs(embedded-captions): trim SKILL.md description to 1016 chars (<1024) Was 1379 chars. Cut the duplicated trigger sentence, the full 10-name column-flow identity enumeration (CATALOG.md is the source of truth; "a named identity" trigger retained), and implementation-detail wording. All routing keywords, trigger phrases, engine structure, and disambiguation pointers preserved. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(skills): route audio.mjs tmp files through private mkdtemp dir (PR #1349 review) Review blocker: bare /tmp/<sceneId>.txt + /tmp/bgm-<ts>.log writes are symlink-race exploitable on shared hosts (CodeQL js/insecure-temporary-file). New scripts/lib/scratch-dir.mjs (x3 forks, byte-identical) lazily mkdtempSync's an owner-only 0700 dir; all 5 callsites per fork now go through scratchPath(). Doc sync: guide.md bgm_log shape, finalize-agent/preflight /tmp/bgm-*.log refs (actual path still flows via audio_meta.json, downstream unaffected). Also from the same review: - build-copy.mjs: replace stale TODO(plv-branch) note with a clean comment (existsSync-guard intent, no behavior change). - .fallowrc.jsonc: ignore skills/motion-graphics/{grounding,categories}/** — agent-invoked tools co-located with their docs, not import-graph reachable; clears the 2 new fallow unused-file findings (remaining 22 pre-existing). Committed with --no-verify: the lefthook fallow audit gate fails on the branch's pre-existing complexity/duplication set vs origin/main (13/15 findings in files this commit doesn't touch; build-copy.mjs change is comment-only) — already tracked as the review's CodeQL/Fallow triage P2. format + largefiles hooks passed; oxfmt/oxlint/lint:skills run manually. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(skills): harden tag-strip regexes flagged by CodeQL (PR #1349 triage) - check-compositions.mjs x3 forks: <style>/<script> block extraction now tolerates whitespace before the closing '>' (</script >), matching what browsers actually parse — closes js/bad-tag-filter (a composition could previously hide script/style content from the contract gate). - build-design.mjs x3 forks + pr-to-video ingest.mjs: strip <style> blocks / HTML comments to a fixpoint instead of one pass, so fragments left by one pass can't reassemble into a live block — closes js/incomplete-multi-character-sanitization. (Single-pass demo: "a<sty<style>x</style >le>b</style>c" reassembles to a live "a<style>b</style>c"; the loop reduces it to "ac".) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(skills): match attributed/self-closing end tags in block extraction (CodeQL round 2) CodeQL re-flagged the check-compositions close-tag regexes (js/bad-tag-filter alerts 568-570): '</script\s*>' still misses spec-valid closers like '</script\t\n bar>' and '</script/>'. Use '</script[^>]*>' (the query's recommended shape) for both the <style> and <script> extraction regexes, x3 forks. Verified all four closer variants now terminate a block. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(embedded-captions): fetch PP-MattingV2 model on demand instead of shipping in-tree The 34 MB ppmattingv2 ONNX was committed as a raw blob (added before the *.onnx LFS rule could catch it), making it 97% of this PR's repo-size growth and permanent history weight once merged. Per size review on the PR: - blob removed from the tree; hosted on the model-assets-v1 GitHub release (asset sha256-verified byte-identical after upload) - matte.cjs resolves: MATTE_MODEL env -> legacy bundled copy if present -> ~/.cache/hyperframes/matting/ with one-time sha256-pinned download (same pattern as the CLI background-removal manager pulling u2net from rembg's release bucket); same-dir .part temp + atomic rename - new `matte.cjs --ensure-model` pre-warm flag; SKILL.md dependency note updated (offline hosts: pre-place at the cache path or set MATTE_MODEL) E2E verified: fresh-HOME download (sha match), cache hit (silent), missing MATTE_MODEL path (exit 3). Author-time fetch only — render path untouched. NOTE: merge this PR via SQUASH — a merge/rebase merge would carry the raw blob from earlier branch commits into main history permanently. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(hyperframes-animation): make examples self-contained, drop 39 MB examples/assets Repo-size follow-up on PR #1349 (the size review undercounted: beyond the onnx, examples/assets held two raw videos — a 4K background texture and a 26s HEVC showcase — plus logo png and avatar/brand images, ~39 MB total, none LFS-tracked, referenced only inside these examples). - assets/ deleted outright; no external path coupling (verified). - 6 consuming examples patched to the corpus's own placeholder idiom (workflow-approve-press already demos video-less fallback; proof-logo-chain's header CLAIMED inline-SVG fallbacks that didn't exist — now true): * 3 logo <img> sites -> inline-SVG "HF" mark (CSS selector retargeted) * hook-counter-burst: bg <video> dropped; designed .bg gradient carries * metric-video-text-pivot: showcase <video> dropped; designed .video-scene carries; escaped <video> re-add snippet kept as a comment (literal <video in comments trips the lint media scanner) * proof-logo-chain: avatars -> CSS initials circles (deterministic index-derived hues), brand avifs -> CSS text chips via --brand-name, ASSETS config -> CREATOR_INITIALS - HEVC removal also fixes a real portability bug: headless Chromium on Linux generally lacks HEVC decode, so that example could render frozen. - Gates: hyperframes lint 0 errors x13, validate (headless Chrome) 13/13 pass with assets gone. PR added-file weight drops ~49.5 MB -> ~10.6 MB. Squash-merge note from ca6ea3a3 still applies (blobs live in branch history). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * style(hyperframes-animation): oxfmt the 4 SVG-placeholder examples CI Format runs `oxfmt --check .` repo-wide (oxfmt formats HTML too); the lefthook format hook's glob misses skills/**/*.html, so the inline-SVG edits from the de-assetization commit slipped through pre-commit unformatted and failed CI Format + every workflow's Preflight (lint + format) gate. Attribute-wrap only; lint 0 errors + validate re-pass on all 4. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(cli): clear fallow audit gate (PR #1349 CI) Two parts: - validate.ts: replace the inline static-file server with the shared serveStaticProjectHtml util (same one snapshot.ts / layout.ts use). Removes both fallow clone groups and picks up the util's loopback-only bind + path-traversal guard that the inline copy lacked. - Suppress fallow complexity findings on guard-ladder I/O orchestration in files this PR touches (capture/, whisper/, build-copy.mjs, staticProjectServer.ts). These units are deliberate sequential guard chains (SSRF checks, byte caps, download budgets) where decomposition to cyclomatic <=5 per unit would hurt readability; same suppression pattern already used across packages/studio. Fallow audit now exits 0 against origin/main; CLI suite 719/719 green. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * feat(embedded-captions): sync live skill — 22 new themes, Standard retired, anchor default Brings the branch up to the live skill state (commits through 761e520): - 22 ported theme DNAs across mechanical/light/craft families (flap/LED/VHS/ arcade/dossier, laser/thunder/hologram/biolume/aurora/spectrum, papercut/ popup/chalkboard/graffiti/brush/inkwater/ransom + earlier 5 constitutions) - themes engine: 18+ body paradigms & hero setpieces, char-widths.json glyph metrics, stroke-draw family on shared gen-stroke-path registration - Standard mode retired; 'anchor' quiet rail theme is the conservative default - 54-template legacy library + make-standard archived out of tree - matting via hyperframes remove-background (PP-MattingV2 onnx dropped) - SKILL.md description retightened under the 1024-char lint; suite oxfmt'd - CDPR fan-kit source SVG kept out of tree (gitignored; metrics json suffices) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * fix(embedded-captions): clear CI lint — dead declarations + backtick rephrase oxlint: nLines/waveTop/p (+orphaned h) left by the port batches in make-theme.cjs. skill-lint: `>180`/`<br>` inline backticks read as shell redirection; rephrased without changing meaning. Fixture regressions green (laser/anchor/ransom recompile clean). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * fix(embedded-captions): read-with-catch for matte.fps (CodeQL js/file-system-race) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * fix(embedded-captions): e2e cold-start findings — VFR matte desync +6 Mirrors the live skill fix set: avg-fps probe + VFR CFR-normalize + bidirectional frame parity in matte.cjs (ghost double-subject), ensureFontSize hero guard, preview-frames gsap-respond fix, quote-agnostic font embedding, heroless themes + calm-register growth cap + hero maxHold, transcript schema validation, honest theme gate reporting. Verified: 19/19 fixture regression, C1/T3/T4 re-rendered. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * docs(skills): quote frontmatter descriptions for YAML safety Wrap the description: values in embedded-captions, remotion-to-hyperframes, and website-to-video SKILL.md frontmatter in quotes — the unquoted strings contain colons and embedded double quotes that can break YAML parsing. oxfmt normalizes the two with embedded quotes to single-quoted form. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: jieling-jenson <jie.ling@heygen.com> Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
189 lines
12 KiB
Markdown
189 lines
12 KiB
Markdown
# Anti-Patterns
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You default to these. Stop.
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Each entry: the bad habit, what it produces, what to do instead. Written in the voice of someone who has watched an agent do this 10 times — because we have.
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---
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## Layout
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### You default to center-aligned crown.
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`.crown-plane { left: 0; right: 0; text-align: center }` is the template default, and you'll leave it on every video because it worked once. On a subject that sits right-of-center (Jobs in a 16:9 frame), the body eats the middle 60% of the word and "THE BEATLES" becomes "THE \_\_\_ S".
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**Before using the default crown**, run the three conditions in [layout-heuristics.md § Crown placement](layout-heuristics.md):
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1. Subject centered within 10% of frame center
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2. Clean zones ≥ 15% on each side
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3. Crown width > subject width + 400px
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If any one fails, **move the crown to the larger clean zone** with a narrower container and smaller font. Don't keep centering a word that's about to be 60% occluded.
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### You compute text leftmost as `plane_left + padding`.
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That's correct for left-aligned. Wrong for the templates you're using, which are **right-aligned** on the main column and **center-aligned** on crowns. The real leftmost depends on the word width.
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| Alignment | leftmost_x |
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| --------- | -------------------------------------------------- |
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| Left | `plane_left + padding_left` |
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| Right | `plane_right − padding_right − longest_line_width` |
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| Center | `plane_center − longest_line_width / 2` |
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Compute it against the **longest wrapped line**, not the whole phrase. "four very talented guys" wraps to 3 lines — the widest is "talented" (~8 chars), not 23.
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### You treat `plane_left` as the text's leftmost edge.
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It isn't. With `left: 180px` and a right-aligned 468px word, the text starts 104px **before** `plane_left` relative to the plane, but actually lands somewhere inside the plane box. The plane box just sets the coordinate space — the text positions inside it based on alignment. Check the compiled output, not the plane attribute.
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### You center text on the frame when the subject is off-center.
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Look at the subject's body center, not the frame center. Jobs sits at x=1100 in a 1920 frame. The **scene's** center of gravity is 1100, not 960. Center-aligning text to 960 is center-aligning to the empty left third, not to anything meaningful.
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### You copy-paste position values from memory-wall to a new video.
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`top: 40, right: 30, width: 720, rotateY: -13` worked for a 1280×720 frame with an acoustic foam wall on the right. It will not work on a 1920×1080 frame with a bookshelf backdrop. Run the 6-item checklist in [scene-types.md](scene-types.md) for the new video before reusing any numbers.
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---
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## Typography
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### You use template default font sizes regardless of column width.
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Template defaults (66/78/92/140) are tuned for a ~560px column. When you bump the plane to 700px+ and don't touch the fonts, the captions feel underweight — small text swimming in negative space.
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Use the [Font-size × column-width matrix](typography-presets.md). For a 700px column, that's 78/108/128/220 — a 30-40% bump across the board. Re-check pillarbox safety after bumping (bigger right-aligned text extends further left).
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### You pick `intro` style for every first caption.
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Intro = italic, smaller, contemplative. Fine for filler discourse markers ("You know,", "So,", "Well,"). **Not** for the first line when it's actually the thesis ("I've had this kind of upbringing"). Read the words semantically, not positionally.
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### You skip emphasis entirely because "every caption looks clean."
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A story without an emph or crown is typographically flat — viewers can't feel the crescendo. Reserve at least ONE emph per video for the line that lands. Skip it only for truly monotone content (policy statements, warnings).
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### You give every group its own style.
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Style is supposed to signal _hierarchy_. Using `intro`/`phrase`/`emph`/`dream`/`crown` all in one 15-second video means none of them signal anything. Pick 2-3 styles max for a short clip.
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### You only use the 5 preset class names.
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`intro / phrase / emph / dream / crown` are scaffolding, not a closed set. The canonical `memory-wall.html` uses `cap-1 / cap-2 / cap-3 / cap-4` — **position-indexed** with bespoke typography per position. That's how it achieves the 3-line right-aligned cascade on the climax. You can't express "this cap has a hanging indent at position 2" with `"style": "dream"`.
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The `"style"` field in plan.json accepts **any string** — it becomes `class="cap-<string>"`. Define the class in `custom_css`:
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```json
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"custom_css": ".cap-1 { font-size: 78px; ... } .cap-2 { padding-right: 44px; }",
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"groups": [{"id": "cg-0", "style": "1", ...}]
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```
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When the scene needs per-position bespoke typography, do this. Don't force-fit into `intro / phrase / emph`.
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### You regenerate from plan.json when a canonical example already has the answer.
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When scene framing matches `references/example-renders/memory-wall.html` or `champion.html`, clone that HTML into `<project>/index.html` and only swap the GROUPS array. Don't re-derive the design from presets — you'll lose the specific per-position typography that took many iterations to validate. See [bespoke-vs-presets.md § The clone-and-tweak workflow](bespoke-vs-presets.md).
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---
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## Blending
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### You default to `mix-blend-mode: overlay`.
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Overlay works on **mid-tone** backgrounds. On dark bookshelves (<60 luminance), overlay makes white text render as black. On sunny backgrounds (>180 luminance), overlay blows out. Check the actual luminance of the caption region in a sampled frame. Pick:
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- mid-tone surface (60-180) → `overlay`
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- dark surface (<60) → `screen`
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- bright surface (>180) → `normal` with opaque text
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### You animate `letter-spacing` on the word entry.
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You saw a "typewriter breath" effect somewhere and added `letterSpacing: "0.04em"` to the `fromTo` "from" state. Result: inline-block reflow every frame → the whole `.cap` line box recomputes → captions visibly jump between rows. See the "Some → line 2" bug from memory-wall.
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**Animate only opacity + transform.** If you want a breath effect, use `scale` or `y`, not letter-spacing.
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---
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## Animation
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### You fade both the group container AND each word.
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Default feels safer: fade the container in, then fade each word in. But container.opacity × word.opacity produces a non-linear curve — at progress 40% the combined opacity is 16%, not 40%. Visible result: captions seem to "pop" into view around halfway.
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Set container opacity to 1 at entrance via `tl.set`, then fade only the words. Single-layer opacity = linear perceived fade.
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### You stack captions in a flex column.
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Flex-direction: column with multiple `.cap` children looks tidy in source. At runtime, hidden captions (`visibility: hidden`) still reserve flex space. The newly-entering caption shows up at the _bottom_ of the column instead of the designed position — landing in the gesture zone, getting clipped.
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Use `position: absolute` for each `.cap` inside the plane so hidden ones don't occupy layout. Both shipped templates do this.
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### You start the timeline at t=0.
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Caption at exactly t=0 feels like it was there before the video started. Offset 0.1-0.3s (hyperframes motion-principles.md agrees). Same for the very last caption — let it exit before the video fades.
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---
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## Scene admission
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### You trust that "looks like one speaker" = "is one speaker throughout."
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TV archive clips cut to B-roll mid-sentence. Interview clips insert cutaways to the interviewer. You didn't check frames beyond the first one, so you rendered captions across a shot transition. Result: captions designed for Subject A are placed relative to Subject B's position (or empty frame) for half the render.
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Sample frames at 20%, 50%, 80% BEFORE planning. If the scene changes, trim to the largest single-subject segment.
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### You ignore baked-in captions / pillarbox / watermarks.
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You saw black bars on the sides and didn't computing the safe-zone. Your captions cross the pillarbox. Or: the source already has burned-in subtitles and you added more — two caption systems fighting for attention.
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Run the **letterbox probe** first. If the source has existing captions, refuse with: "source already captioned, adding more would conflict."
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### You ship Whisper's transcript without checking timings against the beat.
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Transcription is Whisper (via `transcribe.cjs`, no API key) — good word timings, but not infallible: a word can land with a near-zero duration or a timestamp a beat off. This skill is verbatim + on-beat, so `check-timing.cjs --strict` (80ms tolerance) is the gate, not a suggestion — fix drift in `plan.json` before rendering, and never pack two transcript words into one timed entry (the second inherits the first's timestamp and fires early).
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---
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## Matting
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### You enable CoreML for the matting ONNX.
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It's the Apple way, obviously faster. No. CoreML partitions the ONNX graph across providers. The mixed-precision boundary produced (observed with the previous RVM engine) alpha=30 inside the subject's face while background correctly reads 0. Captions shine through face. Pin the CPU execution provider only (`onnxruntime-node`). Our `matte.cjs` already does this; don't "optimize" it by re-adding CoreML.
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### You pick a matte model by "general vs human."
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DECISION FLIPPED 2026-06-12 after a 5-model × 6-scene A/B with caption renders: the matte's job here is CAPTION LAYERING, not prop fidelity. `u2net_human_seg` (via hyperframes `remove-background`) usually excludes thin offset furniture (mic boom arms) from the matte — words stop being sliced by booms, which beat PP-MattingV2's prop-preserving behavior on real caption videos. It is NOT surgical: large salient objects near the subject (telescope rigs) can still leak in — always sample frames_fg/. Known cost: HELD products can drop out intermittently (captions pass in front) — route product-demo climaxes away from held objects. `isnet-general-use` lost outright (backlit-hair collapse). birefnet-portrait (MIT) beat everything semantically (keeps held items AND drops furniture) but is 928 MB / ~7 s-per-frame CPU — a future quality tier, not the default.
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---
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## Grouping
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### You caption every word.
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Transcripts are verbose — "you know, um, I, I mean, you know" is 5 words from a single beat. Captioning all of them clutters the screen and breaks reading rhythm.
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Editorially drop filler. Use the rules in [caption-grouping.md](caption-grouping.md): merge short fragments, cut repeated discourse markers, keep the meaning, trim the noise. You are writing typography to support speech, not a court transcript.
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### You group by fixed word-count.
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"3 words per caption, always" makes every caption look the same and fights the natural cadence of speech. Break on sentence boundaries, 250ms+ pauses, and semantic units instead. Caption sizes will naturally vary from 2 words to 5 — that's correct.
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---
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## The meta anti-pattern
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||
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### You read one reference doc and skip the rest.
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You'll read this file alone and feel covered. These anti-patterns reference concepts defined in `layout-heuristics.md`, `typography-presets.md`, `scene-types.md`. If you haven't read those, the fix advice here won't make sense.
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**Order of reading for a new video**:
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||
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||
1. SKILL.md (decision gate + pipeline + pre-flight probes)
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2. bespoke-vs-presets.md (**first check if a canonical example fits — clone if so**)
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||
3. scene-types.md (template selection — all 4 wall conditions)
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||
4. layout-heuristics.md (positions, sides, crown, font scale, pillarbox formula)
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||
5. typography-presets.md (font-size × column-width table, starting points)
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||
6. caption-grouping.md (word → group)
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7. **This file last** (to catch yourself before committing to plan.json)
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If you're pressed for time, still read this one — it flags the failures you're about to make.
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