<!-- CODEX:PROJECT-REFERENCE-LOADING:START -->Codex compatibility note:
- Invoke repository skills with
$skill-namein Codex; this mirrored copy rewrites legacy Claude/skill-namereferences.- Task tracker mandate: BEFORE executing any workflow or skill step, create/update task tracking for all steps and keep it synchronized as progress changes.
- User-question prompts mean to ask the user directly in Codex.
- Ignore Claude-specific mode-switch instructions when they appear.
- Strict execution contract: when a user explicitly invokes a skill, execute that skill protocol as written.
- Subagent authorization: when a skill is user-invoked or AI-detected and its protocol requires subagents, that skill activation authorizes use of the required
spawn_agentsubagent(s) for that task.- Do not skip, reorder, or merge protocol steps unless the user explicitly approves the deviation first.
- For workflow skills, execute each listed child-skill step explicitly and report step-by-step evidence.
- If a required step/tool cannot run in this environment, stop and ask the user before adapting.
Codex Project-Reference Loading (No Hooks)
Codex uses static project-reference loading instead of runtime-injected project docs. When coding, planning, debugging, testing, or reviewing, open project docs explicitly using this routing.
Always read:
docs/project-config.json(project-specific paths, commands, modules, and workflow/test settings)docs/project-reference/docs-index-reference.md(routes to the fulldocs/project-reference/*catalog)docs/project-reference/lessons.md(always-on guardrails and anti-patterns)
Missing/stale context route: If docs/project-config.json, the docs index, lessons.md, CLAUDE.md, AGENTS.md, or any task-required reference doc is missing or stale, auto-run $project-init or the narrow setup route ($project-config, $docs-init, $scan-all, $scan --target=<key>, $claude-md-init) before ordinary project-specific work. If Codex mirrors or AGENTS.md are missing/stale, ask the user to run $sync-codex; do not auto-run it.
Situation-based docs:
- Backend/CQRS/API/domain/entity changes:
backend-patterns-reference.md,domain-entities-reference.md,project-structure-reference.md - Frontend/UI/styling/design-system:
frontend-patterns-reference.md,scss-styling-guide.md,design-system/README.md - Spec authoring,
docs/specs/pathing, or TC format:feature-spec-reference.md,spec-system-reference.md,spec-principles.md - Behavior/public-contract changes or spec-test-code sync:
workflow-spec-test-code-cycle-reference.mdplus the spec docs above - Derived spec indexes/ERDs/reimplementation guides:
spec-system-reference.mdand source Feature Specs underdocs/specs/ - Integration test implementation/review:
integration-test-reference.md - E2E test implementation/review:
e2e-test-reference.md - Code review/audit work:
code-review-rules.mdplus domain docs above based on changed files
Do not read all docs blindly. Start from docs-index-reference.md, then open only relevant files for the task.
[IMPORTANT] Use task tracking to break ALL work into small tasks BEFORE starting. For simple tasks, ask user whether to skip. MUST ATTENTION wait for user approval of scene plan (Step 3.3) before writing any files — NEVER skip. MUST ATTENTION read existing project files before modifying — NEVER overwrite scenes blindly. MUST ATTENTION update
totalChaptersin ALL existing scene files when adding/removing scenes.
Be skeptical. Apply critical thinking. Every claim needs traced proof, confidence >80% to act.
Quick Summary
Goal: Create new Remotion video project, add/update scenes in existing one, or launch local Remotion Studio preview server.
Two Modes:
| Mode | When | Action |
| ----------------------------- | ------------------------------------------------------------------- | ---------------------------------------------- |
| Create / Update (default) | User describes video content OR asks to update/add scenes | Scaffold new project or modify existing scenes |
| Play | User says "play", "preview", "open studio", "watch", "start server" | Find Remotion project → npm run studio |
Default project path: remotion/ (relative to workspace root). Respect any path user explicitly provides.
Key Rules:
- NEVER implement scenes before user approves the plan (Step 3.3)
- Always read existing project structure before adding/modifying scenes
- Keep
totalChaptersconsistent across ALL scene files - All animations MUST be driven by
useCurrentFrame()— CSS transitions FORBIDDEN - Always use Remotion components (
<Img>,<Video>,<Audio>) instead of native HTML elements
Implementing one of these? Copy from refs/ — do NOT implement from memory:
| Implementing... | Copy from |
| ---------------------------------------------------- | ------------------------------------------------------------------------------------------------------------- |
| {source-root}/components/Shared.tsx (new scaffold) | refs/Shared.tsx — C palette, ProgressBar, ChapterBadge, CodeBlock, Pill, AnimRow |
| {source-root}/utils/animations.ts (new scaffold) | refs/animations.ts — easeOut, easeInOut, pop, staggeredEaseOut, counter |
| Typewriter or word-highlight text effect | refs/text-animations.tsx — getTypedText, Cursor, TypewriterScene, Highlight |
| TikTok-style captions with word highlight | refs/captions.tsx — CaptionedVideo, CaptionPage, delayRender, createTikTokStyleCaptions |
| Video/audio duration, dimensions, frames | refs/mediabunny-utils.ts — getVideoDuration, getAudioDuration, getVideoDimensions, canDecode, extractFrames |
| Mapbox map scene | refs/maps-mapbox.tsx — MapScene component, interactive:false, camera animation |
| ElevenLabs TTS voiceover generation | refs/generate-voiceover.ts — TTS script + calculateMetadata integration |
Phase 0: Mode Detection
Classify prompt:
PLAY keywords → "play", "preview", "open studio", "start server", "watch", "launch", "dev server"
CREATE/UPDATE → everything else (default)
Ambiguous → proceed with Create/Update (safe default).
Phase 1A: Detect Existing Project
Locate Remotion project before acting:
# Check default path
ls remotion/package.json 2>/dev/null
# Check if CWD is already a Remotion project
ls package.json 2>/dev/null | xargs grep -l '"remotion"' 2>/dev/null
# Check common paths
find . -maxdepth 3 -name "package.json" -exec grep -l '"remotion"' {} \; 2>/dev/null | head -5
State after detection:
PROJECT_EXISTS = true/falsePROJECT_PATH = remotion/(default) or detected pathHAS_STUDIO_SCRIPT = true/false(checkpackage.jsonscripts.studio)
Phase 2: PLAY Mode
When: User explicitly asks to preview / open studio / launch dev server.
Step 2.1 — Verify project exists
If PROJECT_EXISTS = false:
"No Remotion project found. Run
$remotion <description>to create one first." Exit.
Step 2.2 — Find launch command
cat {PROJECT_PATH}/package.json | grep '"studio"'
# → use: npm run studio
# → fallback: npx remotion studio
Step 2.3 — Start dev server (background)
cd {PROJECT_PATH} && npm run studio
Remotion Studio launches at http://localhost:3000
Server runs in background. Report URL and composition IDs visible in {source-root}/Root.tsx.
Step 2.4 — Optional: one-frame render check
npx remotion still [composition-id] --scale=0.25 --frame=30
# At 30fps, --frame=30 = one-second mark (zero-based)
Phase 3: CREATE / UPDATE Mode
Step 3.1 — New vs Update Decision
| Condition | Action |
| ------------------------ | ------------------------------------- |
| PROJECT_EXISTS = false | Scaffold new project → Phase 3.2 |
| PROJECT_EXISTS = true | Read existing project → Phase 3.4 |
Step 3.2 — Scaffold New Project
Only when no existing Remotion project found.
3.2.1 Bootstrap with create-video (preferred)
# Creates {PROJECT_PATH}/ with blank template (no Tailwind)
npx create-video@latest --yes --blank --no-tailwind {PROJECT_PATH}
cd {PROJECT_PATH}
npm install @remotion/transitions # add transitions support
Replace generated {source-root}/ with project structure below (keep package.json and tsconfig.json from scaffold).
Fallback (manual) — when npx create-video unavailable
mkdir -p {PROJECT_PATH}/{source-root}/compositions {PROJECT_PATH}/{source-root}/components {PROJECT_PATH}/{source-root}/utils
cd {PROJECT_PATH}
npm init -y
npm install remotion @remotion/cli @remotion/transitions react react-dom
npm install -D @types/react @types/react-dom typescript
Directory structure (both paths)
{PROJECT_PATH}/
package.json ← scripts: studio, render, still
tsconfig.json
{source-root}/
index.ts ← registerRoot
Root.tsx ← register compositions
components/
Shared.tsx ← palette + reusable UI components
utils/
animations.ts ← easeOut, staggeredEaseOut, pop, counter
compositions/
{CompositionName}.tsx
3.2.3 Create package.json scripts (merge into existing after install)
{
"scripts": {
"studio": "remotion studio",
"render": "remotion render {CompositionId} out/video.mp4",
"still": "remotion still {CompositionId} --frame=0 out/still.png"
},
"remotion": {
"entryPoint": "{source-root}/index.ts"
}
}
3.2.4 Create tsconfig.json
{
"compilerOptions": {
"target": "ES2020",
"lib": ["dom", "ES2020"],
"jsx": "react-jsx",
"module": "commonjs",
"moduleResolution": "node",
"strict": true,
"esModuleInterop": true,
"skipLibCheck": true,
"outDir": "dist"
},
"include": ["src"]
}
3.2.5 Create {source-root}/index.ts
import { registerRoot } from 'remotion';
import { Root } from './Root';
registerRoot(Root);
3.2.6 Create {source-root}/components/Shared.tsx
Copy from
refs/Shared.tsx— do NOT implement from memory. Exports:C(palette),ProgressBar,ChapterBadge,CodeBlock,Pill,AnimRow. Always create; all scenes import from here.
3.2.7 Create {source-root}/utils/animations.ts
Copy from
refs/animations.ts— do NOT implement from memory. Exports:easeOut,easeInOut,pop,staggeredEaseOut,counter.
Step 3.3 — Plan Composition Structure
MUST ATTENTION wait for user confirmation before implementing any scenes.
Plan composition before writing files:
- Parse intent — What video about? What information to convey?
- Decide scene count — 1 scene per major concept (30s → ~4 scenes, 60s → ~8, 90s → ~12)
- Assign durations — Each scene: 6–12s (180–360 frames @ 30fps)
- Name scenes —
Scene01Intro,Scene02{Topic}, etc. - Write scene brief — what shown, key data, visual layout (left/right split, full-width, grid)
Present plan before writing files:
Proposed: {N} scenes, ~{total}s total
Scene 01 ({Xs}) — {topic}: {layout description}
Scene 02 ({Xs}) — {topic}: {layout description}
…
Proceed? (or adjust)
Step 3.4 — Read Existing Project (UPDATE path)
MUST ATTENTION read existing project state before any modifications.
When PROJECT_EXISTS = true:
# Read composition registry
cat {PROJECT_PATH}/{source-root}/Root.tsx
# List scene files
ls {PROJECT_PATH}/{source-root}/compositions/ 2>/dev/null || ls {PROJECT_PATH}/{source-root}/scenes/ 2>/dev/null
# Read main composition orchestrator
cat {PROJECT_PATH}/{source-root}/ClaudeAgentExplainer.tsx 2>/dev/null # or equivalent
Identify:
- Existing scene count and names
- Current
totalChapters/ composition duration - Where to insert / which scenes to modify
Target only scenes affected by user's request. Preserve all unchanged scenes.
Step 3.5 — Implement Scene Files
Scene file anatomy (follow exactly)
import { AbsoluteFill, useCurrentFrame, interpolate } from 'remotion';
import { C, ProgressBar, ChapterBadge } from '../components/Shared'; // adjust path
import { easeOut, staggeredEaseOut } from '../utils/animations'; // adjust path
// Data arrays at the top — keep out of component body
const ITEMS = [ ... ];
export const Scene{NN}{Name}: React.FC = () => {
const frame = useCurrentFrame();
return (
<AbsoluteFill style={{ background: C.bg, fontFamily: 'system-ui, -apple-system, sans-serif' }}>
<ChapterBadge index={NN} label="{Scene Name}" color={C.blue} />
<div style={{ position: 'absolute', inset: 0, display: 'flex', gap: 48, padding: '68px 72px 44px' }}>
{/* Content here */}
</div>
<ProgressBar chapterIndex={NN - 1} totalChapters={TOTAL} />
</AbsoluteFill>
);
};
Animation rules
| Element | Pattern |
| --------------------- | --------------------------------------------------------- |
| Eyebrow label | opacity: easeOut(frame, 0, 14) |
| Hero title | opacity: easeOut(frame, 8, 22) + translateY from 28→0 |
| Subtitle | opacity: easeOut(frame, 22, 18) |
| List items (stagger) | staggeredEaseOut(frame, i, startAt, 12, 16) |
| Cards (stagger up) | staggeredEaseOut + translateY(20→0) |
| Cards (stagger right) | staggeredEaseOut + translateX(28→0) |
| Late callout boxes | easeOut(frame, 90+, 18) |
Layout patterns
Left/Right split (most common):
<div style={{ position: 'absolute', inset: 0, display: 'flex', gap: 48, padding: '68px 72px 44px' }}>
<div style={{ width: 400, flexShrink: 0, ... }}> {/* Left panel */}
<div style={{ flex: 1, ... }}> {/* Right panel */}
</div>
Full-width column:
<div style={{ position: 'absolute', inset: 0, display: 'flex', flexDirection: 'column', padding: '68px 64px 44px', gap: 16 }}>
Centered (title/CTA scene):
<div style={{ position: 'absolute', inset: 0, display: 'flex', flexDirection: 'column', justifyContent: 'center', alignItems: 'center', padding: '72px 100px', textAlign: 'center' }}>
Card grid:
<div style={{ display: 'grid', gridTemplateColumns: 'repeat(4, 1fr)', gap: 12 }}>
Color and font guidelines
| Element | fontSize | fontWeight | Notes |
| ---------------- | -------- | ---------- | ----------------------------------------------------------------- |
| Eyebrow label | 14 | 700 | category color, letterSpacing: 3 |
| Hero title | 44–56 | 800 | C.text, lineHeight: 1.1 |
| Body text | 17–21 | 400 | C.dim, lineHeight: 1.6 |
| Card label | 15–16 | 700 | category color |
| Monospace detail | 12–14 | 400 | fontFamily: 'Courier New' |
| Card container | — | — | C.surface, borderLeft: 3px solid color, borderRadius: 10–12 |
Step 3.6 — Wire Root.tsx
Multi-scene composition (with transitions)
import { TransitionSeries, linearTiming } from '@remotion/transitions';
import { fade } from '@remotion/transitions/fade';
import { Scene01Intro } from './compositions/Scene01Intro';
// ... other imports
const T = 18; // transition duration in frames
const D = {
s01: 210, // 7s
s02: 240 // 8s
// ...
};
const SCENES = Object.values(D).length;
export const TOTAL_DURATION_FRAMES = Object.values(D).reduce((a, b) => a + b, 0) - (SCENES - 1) * T;
const tr = () => <TransitionSeries.Transition presentation={fade()} timing={linearTiming({ durationInFrames: T })} />;
export const {
CompositionName
}: React.FC = () => (
<TransitionSeries>
<TransitionSeries.Sequence durationInFrames={D.s01}>
<Scene01Intro />
</TransitionSeries.Sequence>
{tr()}
<TransitionSeries.Sequence durationInFrames={D.s02}>
<Scene02Next />
</TransitionSeries.Sequence>
{/* ... */}
</TransitionSeries>
);
// Root.tsx
import { Composition } from 'remotion';
import { {CompositionName}, TOTAL_DURATION_FRAMES } from './{CompositionName}';
export const Root: React.FC = () => (
<Composition id="{CompositionId}" component={{{CompositionName}}} durationInFrames={TOTAL_DURATION_FRAMES} fps={30} width={1920} height={1080} />
);
Single-scene composition
// Root.tsx
import { Composition } from 'remotion';
import { MyScene } from './compositions/MyScene';
export const Root: React.FC = () => <Composition id="MyVideo" component={MyScene} durationInFrames={300} fps={30} width={1920} height={1080} />;
Step 3.7 — Post-scaffold: launch prompt
After creating/updating, report changed files and offer launch:
✅ Created {N} scene files in {PROJECT_PATH}/{source-root}/compositions/
Total duration: ~{X}s ({FRAMES} frames @ 30fps)
To preview: run `$remotion play` — starts Remotion Studio at http://localhost:3000
To render: cd {PROJECT_PATH} && npm run render
Update Mode: Specific Scenarios
Add a new scene
- Read
Root.tsxto find composition orchestrator and current scene count - Read
totalChaptersacross existing scenes - Determine insertion point (end = safest)
- Create new scene file following anatomy above
- Update Root / composition orchestrator:
- Add import
- Add
D.sNNentry - Add
<TransitionSeries.Sequence>block - MUST ATTENTION update
totalChaptersin ALL existing scene files (+1)
Modify an existing scene
- Read specific scene file
- Identify data array or JSX block needing change
- Make surgical edits only — do not touch unrelated sections
Change visual style / palette
- Edit
{source-root}/components/Shared.tsx→Cobject - Font changes: update
fontFamilyinAbsoluteFillstyle per scene (or add global in Shared)
Remotion API Reference
Authoritative Remotion API reference — apply when implementing beyond basic scene creation.
Animations (Core Rules)
MUST ATTENTION ALL animations driven by useCurrentFrame(). Durations: seconds × fps.
import { useCurrentFrame, useVideoConfig, interpolate, Easing } from 'remotion';
export const FadeIn = () => {
const frame = useCurrentFrame();
const { fps } = useVideoConfig();
const opacity = interpolate(frame, [0, 2 * fps], [0, 1], {
extrapolateRight: 'clamp',
extrapolateLeft: 'clamp',
easing: Easing.bezier(0.16, 1, 0.3, 1)
});
return <div style={{ opacity }}>Hello World!</div>;
};
FORBIDDEN: CSS transition-*, CSS animation-*, Tailwind transition-*/animate-* classes.
Timing — interpolate & Bézier Easing
// With clamping + Bézier easing
const opacity = interpolate(frame, [0, 60], [0, 1], {
easing: Easing.bezier(0.16, 1, 0.3, 1),
extrapolateLeft: 'clamp',
extrapolateRight: 'clamp'
});
Copy-paste curves:
easing: Easing.bezier(0.16, 1, 0.3, 1); // crisp UI entrance (strong ease-out)
easing: Easing.bezier(0.45, 0, 0.55, 1); // editorial / slow fade
easing: Easing.bezier(0.34, 1.56, 0.64, 1); // playful overshoot
Composing multiple properties from one progress:
const slideIn = interpolate(frame, [start, start + dur], [0, 1], {
easing: Easing.bezier(0.22, 1, 0.36, 1),
extrapolateLeft: 'clamp',
extrapolateRight: 'clamp'
});
const overlayX = interpolate(slideIn, [0, 1], [100, 0]);
const opacity = interpolate(slideIn, [0, 1], [0, 1]);
Sequencing & Trimming
<Sequence> delays element appearance. useCurrentFrame() inside = local frame (0-based). Always premountFor:
<Sequence from={1 * fps} durationInFrames={2 * fps} premountFor={1 * fps}>
<Title />
</Sequence>
<Series> for sequential without overlap:
<Series>
<Series.Sequence durationInFrames={45}>
<Intro />
</Series.Sequence>
<Series.Sequence durationInFrames={60}>
<MainContent />
</Series.Sequence>
<Series.Sequence offset={-15} durationInFrames={60}>
<SceneB />
</Series.Sequence>{' '}
{/* overlap */}
</Series>
Trimming:
<Sequence from={-0.5 * fps}><MyAnimation /></Sequence> // skip first 15 frames
<Sequence durationInFrames={1.5 * fps}><MyAnimation /></Sequence> // trim end
<Sequence from={30}><Sequence from={-15}><MyAnimation /></Sequence></Sequence> // trim + delay
Compositions
import { Composition, Folder, Still } from "remotion";
<Composition id="MyComposition" component={MyComp} durationInFrames={100} fps={30} width={1080} height={1080} />
// With default props (use `type` not `interface`)
<Composition id="MyComposition" component={MyComp} durationInFrames={100} fps={30} width={1080} height={1080}
defaultProps={{ title: "Hello World", color: "#ff0000" } satisfies MyCompositionProps}
/>
// Still (single-frame)
<Still id="Thumbnail" component={Thumbnail} width={1280} height={720} />
Assets — staticFile() & public folder
MUST use staticFile() for assets in public/:
import { Img, staticFile } from "remotion";
import { Video } from "@remotion/media";
import { Audio } from "@remotion/media";
<Img src={staticFile("logo.png")} />
<Video src={staticFile("clip.mp4")} />
<Audio src={staticFile("music.mp3")} />
// Remote URLs work directly — no staticFile needed
Images
MUST use <Img> from remotion — NOT <img>, NOT Next.js <Image>, NOT CSS background-image.
import { Img, staticFile } from "remotion";
<Img src={staticFile("photo.png")} style={{ width: 500, height: 300, objectFit: "cover" }} />
<Img src={staticFile(`frames/frame${frame}.png`)} /> // dynamic paths work
Videos
Install: npx remotion add @remotion/media
import { Video } from "@remotion/media";
<Video src={staticFile("video.mp4")} />
<Video src={staticFile("video.mp4")} trimBefore={2 * fps} trimAfter={10 * fps} />
<Video src={staticFile("video.mp4")} volume={(f) => interpolate(f, [0, fps], [0, 1], { extrapolateRight: "clamp" })} />
<Video src={staticFile("video.mp4")} playbackRate={2} loop muted />
Audio
Install: npx remotion add @remotion/media
import { Audio } from "@remotion/media";
<Audio src={staticFile("audio.mp3")} />
<Audio src={staticFile("audio.mp3")} trimBefore={2 * fps} trimAfter={10 * fps} />
<Sequence from={1 * fps}><Audio src={staticFile("audio.mp3")} /></Sequence> // delay
// volume callback: `f` starts at 0 when audio begins, not composition frame
<Audio src={staticFile("audio.mp3")} volume={(f) => interpolate(f, [0, fps], [0, 1], { extrapolateRight: "clamp" })} />
GIFs & Animated Images
import { AnimatedImage, staticFile } from "remotion";
// Preferred: supports GIF, APNG, AVIF, WebP
<AnimatedImage src={staticFile("animation.gif")} width={500} height={500} />
<AnimatedImage src={staticFile("animation.gif")} width={500} height={300} fit="cover" playbackRate={2} />
// Fallback: GIF only — npx remotion add @remotion/gif
import { Gif } from "@remotion/gif";
<Gif src={staticFile("animation.gif")} width={500} height={500} />
Fonts
Google Fonts (recommended): npx remotion add @remotion/google-fonts
import { loadFont } from '@remotion/google-fonts/Roboto';
const { fontFamily } = loadFont('normal', { weights: ['400', '700'], subsets: ['latin'] });
<h1 style={{ fontFamily, fontSize: 80, fontWeight: 'bold' }}>{text}</h1>;
Local fonts: npx remotion add @remotion/fonts
import { loadFont } from '@remotion/fonts';
import { staticFile } from 'remotion';
await Promise.all([
loadFont({ family: 'Inter', url: staticFile('Inter-Regular.woff2'), weight: '400' }),
loadFont({ family: 'Inter', url: staticFile('Inter-Bold.woff2'), weight: '700' })
]);
Transitions (Full API)
npx remotion add @remotion/transitions
import { TransitionSeries, linearTiming, springTiming } from "@remotion/transitions";
import { fade } from "@remotion/transitions/fade";
import { slide } from "@remotion/transitions/slide";
import { wipe } from "@remotion/transitions/wipe";
import { flip } from "@remotion/transitions/flip";
<TransitionSeries>
<TransitionSeries.Sequence durationInFrames={60}><SceneA /></TransitionSeries.Sequence>
<TransitionSeries.Transition presentation={fade()} timing={linearTiming({ durationInFrames: 15 })} />
<TransitionSeries.Sequence durationInFrames={60}><SceneB /></TransitionSeries.Sequence>
</TransitionSeries>
// Slide directions: "from-left" | "from-right" | "from-top" | "from-bottom"
<TransitionSeries.Transition presentation={slide({ direction: "from-left" })} timing={linearTiming({ durationInFrames: 20 })} />
// Spring timing
springTiming({ config: { damping: 200 }, durationInFrames: 25 })
// Overlay (no duration shortening — note: cannot be adjacent to transition or another overlay)
<TransitionSeries.Overlay durationInFrames={20} offset={0}><MyEffect /></TransitionSeries.Overlay>
Duration: two 60-frame scenes + 15-frame transition = 60 + 60 - 15 = 105 frames total.
Light Leaks (Overlay Effect)
Requires Remotion ≥ 4.0.415. Check: npx remotion versions. Upgrade: npx remotion upgrade.
npx remotion add @remotion/light-leaks
import { LightLeak } from "@remotion/light-leaks";
// As TransitionSeries overlay
<TransitionSeries.Overlay durationInFrames={30}><LightLeak /></TransitionSeries.Overlay>
// Standalone decorative overlay
<AbsoluteFill>
<MyContent />
<LightLeak durationInFrames={60} seed={3} />
</AbsoluteFill>
// seed: different patterns; hueShift: 0=yellow-orange, 120=green, 240=blue
<LightLeak seed={5} hueShift={240} />
3D with Three.js (React Three Fiber)
npx remotion add @remotion/three
MUST wrap in <ThreeCanvas> with width and height props.
FORBIDDEN: useFrame() from @react-three/fiber — causes flickering. Use useCurrentFrame().
import { ThreeCanvas } from '@remotion/three';
import { useVideoConfig, useCurrentFrame } from 'remotion';
const { width, height } = useVideoConfig();
const frame = useCurrentFrame();
<ThreeCanvas width={width} height={height}>
<ambientLight intensity={0.4} />
<directionalLight position={[5, 5, 5]} intensity={0.8} />
<mesh rotation={[0, frame * 0.02, 0]}>
<boxGeometry args={[2, 2, 2]} />
<meshStandardMaterial color="#4a9eff" />
</mesh>
</ThreeCanvas>;
// <Sequence> inside ThreeCanvas must use layout="none"
Text Animations
All text animations driven by useCurrentFrame(). CSS transitions FORBIDDEN.
Typewriter — use string slicing, NEVER per-character opacity. Spring word highlight — scaleX wipe from left.
Implementing typewriter or word-highlight? Copy from
refs/text-animations.tsx— do NOT implement from memory. Contains:getTypedText,Cursor,TypewriterScene,Highlight.
Text Measurement
npx remotion add @remotion/layout-utils
import { measureText, fitText, fillTextBox } from '@remotion/layout-utils';
const { width, height } = measureText({ text: 'Hello World', fontFamily: 'Arial', fontSize: 32, fontWeight: 'bold' });
const { fontSize } = fitText({ text: 'Hello World', withinWidth: 600, fontFamily: 'Inter', fontWeight: 'bold' });
MUST ATTENTION call only after fonts loaded. Use validateFontIsLoaded: true. Match font properties exactly between measurement and rendering.
DOM Node Measurement
Remotion applies scale() transform — use useCurrentScale() to get true dimensions:
import { useCurrentScale } from 'remotion';
const scale = useCurrentScale();
const rect = ref.current.getBoundingClientRect();
const trueWidth = rect.width / scale;
Captions & Subtitles
npx remotion add @remotion/captions
Caption type: { text, startMs, endMs, timestampMs, confidence }
Transcribe with Whisper.cpp: npx remotion add @remotion/install-whisper-cpp
import { installWhisperCpp, downloadWhisperModel, transcribe, toCaptions } from '@remotion/install-whisper-cpp';
await installWhisperCpp({ to: './whisper.cpp', version: '1.5.5' });
await downloadWhisperModel({ model: 'medium.en', folder: './whisper.cpp' });
// Convert to 16KHz wav first: npx remotion ffmpeg -i input.mp4 -ar 16000 output.wav
const whisperOutput = await transcribe({
model: 'medium.en',
whisperPath: './whisper.cpp',
whisperCppVersion: '1.5.5',
inputPath: '/path/to/audio.wav',
tokenLevelTimestamps: true
});
const { captions } = toCaptions({ whisperCppOutput: whisperOutput });
Import from.srt:
import { parseSrt } from '@remotion/captions';
const { captions } = parseSrt({ input: await fetch(staticFile('subtitles.srt')).then(r => r.text()) });
TikTok-style word highlight display:
Implementing TikTok-style captions? Copy from
refs/captions.tsx— do NOT implement from memory. Contains:CaptionedVideo,CaptionPage,delayRender,createTikTokStyleCaptions, per-token active highlighting.
Note: use whiteSpace: "pre" — captions are whitespace-sensitive.
Dynamic Compositions — calculateMetadata
import { CalculateMetadataFunction } from 'remotion';
const calculateMetadata: CalculateMetadataFunction<Props> = async ({ props, abortSignal }) => {
const durationInSeconds = await getVideoDuration(props.videoSrc);
return { durationInFrames: Math.ceil(durationInSeconds * 30) };
};
// Transform props (fetch data before render)
const calculateMetadata: CalculateMetadataFunction<Props> = async ({ props, abortSignal }) => {
const data = await fetch(props.dataUrl, { signal: abortSignal }).then(r => r.json());
return { props: { ...props, fetchedData: data } };
};
// Return values (all optional): durationInFrames, width, height, fps, props, defaultOutName, defaultCodec
Parameters — Zod Schema
import { z } from 'zod';
import { zColor } from '@remotion/zod-types';
export const MyCompositionSchema = z.object({
title: z.string(),
color: zColor() // renders color picker in Studio
});
// Root.tsx
<Composition
id="MyComposition"
component={MyComponent}
schema={MyCompositionSchema}
durationInFrames={100}
fps={30}
width={1080}
height={1080}
defaultProps={{ title: 'Hello World', color: '#ff0000' }}
/>;
Top-level type MUST be z.object().
Mediabunny — Video/Audio Metadata
npx remotion add mediabunny
Need video/audio duration, dimensions, or frame extraction? Copy from
refs/mediabunny-utils.ts— do NOT implement from memory. Contains:getVideoDuration,getAudioDuration,getVideoDimensions,canDecode,extractFrames.
Use staticFile() for local files. Use FileSource instead of UrlSource in Node.js/Bun.
FFmpeg in Remotion
npx remotion ffmpeg -i input.mp4 output.mp3
npx remotion ffprobe input.mp4
Trimming — prefer <Video> props (non-destructive, no re-encoding):
<Video src={staticFile('video.mp4')} trimBefore={5 * fps} trimAfter={10 * fps} />
// FFmpeg fallback (MUST re-encode to avoid frozen frames)
// npx remotion ffmpeg -ss 00:00:05 -i public/input.mp4 -to 00:00:10 -c:v libx264 -c:a aac public/output.mp4
Silence Detection
# Step 1: measure loudness
npx remotion ffmpeg -i public/video.mov -map 0:a -af loudnorm=print_format=json -f null /dev/null
# → read input_i (integrated loudness dB) and input_thresh
# Step 2: detect silences (d=0.5 = min silence duration in seconds)
npx remotion ffmpeg -i public/video.mov -map 0:a -af "silencedetect=noise=${THRESH}dB:d=0.5" -f null /dev/null
<Video src={staticFile('video.mov')} trimBefore={Math.floor(leadingEnd * fps)} trimAfter={Math.ceil(trailingStart * fps)} />
Audio Visualization
npx remotion add @remotion/media-utils
import { useWindowedAudioData, visualizeAudio, visualizeAudioWaveform, createSmoothSvgPath } from '@remotion/media-utils';
const { audioData, dataOffsetInSeconds } = useWindowedAudioData({ src: staticFile('music.mp3'), frame, fps, windowInSeconds: 30 });
if (!audioData) return null;
// Spectrum bars (numberOfSamples must be power of 2)
const frequencies = visualizeAudio({ fps, frame, audioData, numberOfSamples: 256, optimizeFor: 'speed', dataOffsetInSeconds });
// Values 0-1; left=bass, right=highs
// Waveform SVG
const waveform = visualizeAudioWaveform({ fps, frame, audioData, numberOfSamples: 256, windowInSeconds: 0.5, dataOffsetInSeconds });
const path = createSmoothSvgPath({ points: waveform.map((y, i) => ({ x: (i / (waveform.length - 1)) * width, y: 100 + y * 100 })) });
// Bass-reactive scale
const bassIntensity = frequencies.slice(0, 32).reduce((sum, v) => sum + v, 0) / 32;
const scale = 1 + bassIntensity * 0.5;
MUST ATTENTION pass frame from parent to child visualization — NEVER call useCurrentFrame() in each child inside <Sequence>.
Logarithmic scaling: const db = 20 * Math.log10(value); const scaled = (db - (-100)) / ((-30) - (-100));
Lottie Animations
npx remotion add @remotion/lottie
import { Lottie, LottieAnimationData } from '@remotion/lottie';
import { cancelRender, continueRender, delayRender } from 'remotion';
export const MyAnimation = () => {
const [handle] = useState(() => delayRender('Loading Lottie animation'));
const [animationData, setAnimationData] = useState<LottieAnimationData | null>(null);
useEffect(() => {
fetch('https://assets4.lottiefiles.com/packages/lf20_zyquagfl.json')
.then(r => r.json())
.then(json => {
setAnimationData(json);
continueRender(handle);
})
.catch(err => {
cancelRender(err);
});
}, [handle]);
if (!animationData) return null;
return <Lottie animationData={animationData} style={{ width: 400, height: 400 }} />;
};
Charts & Data Visualization
MUST ATTENTION drive all animations from useCurrentFrame(). Disable all third-party chart library animations.
import { spring, evolvePath, getLength, getPointAtLength, getTangentAtLength } from '@remotion/paths';
// Bar chart — spring stagger
const bars = data.map((item, i) => {
const height = spring({ frame, fps, delay: i * 5, config: { damping: 200 } });
return <div style={{ height: height * item.value }} />;
});
// Line chart path animation (npx remotion add @remotion/paths)
const pathProgress = interpolate(frame, [0, 2 * fps], [0, 1], { extrapolateLeft: 'clamp', extrapolateRight: 'clamp' });
const { strokeDasharray, strokeDashoffset } = evolvePath(pathProgress, svgPath);
<path d={svgPath} fill="none" stroke="#FF3232" strokeWidth={4} strokeDasharray={strokeDasharray} strokeDashoffset={strokeDashoffset} />;
Maps with Mapbox
npm i mapbox-gl @turf/turf @types/mapbox-gl — set REMOTION_MAPBOX_TOKEN in .env.
Implementing Mapbox map scene? Copy from
refs/maps-mapbox.tsx— do NOT implement from memory. Key rules:interactive: false,fadeDuration: 0, explicitwidth/height/position: "absolute"on container, animate camera viauseCurrentFrame(), NO cleanup (_map.remove()). Render:npx remotion render --gl=angle --concurrency=1.
Transparent Video Rendering
# ProRes (for video editors)
npx remotion render --image-format=png --pixel-format=yuva444p10le --codec=prores --prores-profile=4444 MyComp out.mov
# WebM VP9 (for browsers)
npx remotion render --image-format=png --pixel-format=yuva420p --codec=vp9 MyComp out.webm
AI Voiceover (ElevenLabs TTS)
Implementing ElevenLabs TTS voiceover? Copy from
refs/generate-voiceover.ts— do NOT implement from memory. IncludescalculateMetadataintegration to size composition to audio duration.
Sound Effects
import { Audio } from '@remotion/sfx';
<Audio src={'https://remotion.media/whoosh.wav'} />;
Available: whoosh, whip, page-turn, switch, mouse-click, shutter-modern, shutter-old, ding, bruh, vine-boom, windows-xp-error — all at https://remotion.media/{name}.wav
TailwindCSS
Use if installed. NEVER use transition-* or animate-* Tailwind classes — animate via useCurrentFrame().
<!-- SYNC:critical-thinking-mindset -->
<!-- /SYNC:critical-thinking-mindset --> <!-- SYNC:ai-mistake-prevention -->Critical Thinking Mindset — Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence >80% to act. Anti-hallucination: Never present guess as fact — cite sources for every claim, admit uncertainty freely, self-check output for errors, cross-reference independently, stay skeptical of own confidence — certainty without evidence root of all hallucination.
<!-- /SYNC:ai-mistake-prevention -->AI Mistake Prevention — Failure modes to avoid on every task:
Re-read files after context changes. Context compaction, resume, or long-running work can make memory stale; verify current files before acting. Verify generated content against source evidence. AI hallucinates APIs, names, claims, and document facts. Check the relevant source before documenting or referencing. Check downstream references before deleting or renaming. Removing an artifact can stale docs, generated mirrors, configs, and callers; map references first. Trace the full impact chain after edits. Changing a definition can miss derived outputs and consumers. Follow the affected chain before declaring done. Verify ALL affected outputs, not just the first. One green check is not all green checks; validate every output surface the change can affect. Assume existing values are intentional — ask WHY before changing. Before changing a constant, limit, flag, wording, or pattern, read nearby context and history. Surface ambiguity before acting — don't pick silently. Multiple valid interpretations require an explicit question or stated assumption with risk. Keep shared guidance role-relevant. Universal guidance must help every receiving skill or agent; code-specific obligations belong only in code-specific protocols.
Closing Reminders
Protocols in force (concise digest of the SYNC/shared blocks this skill carries):
-
Critical Thinking: MUST ATTENTION apply critical + sequential thinking; every claim needs traced proof, confidence >80% to act.
-
AI Mistake Prevention: verify generated content against evidence, trace downstream references, verify all affected outputs, re-read after context loss, surface ambiguity.
-
MUST ATTENTION wait for user approval of scene plan (Step 3.3) — NEVER implement scenes before approval
-
MUST ATTENTION read existing project structure (Step 3.4) before modifications — NEVER overwrite blindly
-
MUST ATTENTION update
totalChaptersin ALL scene files when adding/removing scenes — one missed file causes visual regression -
MUST ATTENTION keep data arrays outside component body — NEVER define
const ITEMSinside component function -
MUST ATTENTION use
npx create-video@latest --yes --blank --no-tailwindfor scaffold — NEVERnpm initunless fallback needed -
MUST ATTENTION use
staggeredEaseOutfor list/card reveals — NEVER all-at-once opacity -
MUST ATTENTION verify
PROJECT_EXISTSbefore Play mode — report missing project and exit -
MUST ATTENTION use task tracking to plan ALL work before starting — mark each task done immediately
-
MUST ATTENTION ALL animations driven by
useCurrentFrame()— CSS transitions, CSS animations, Tailwind animate/transition classes FORBIDDEN -
MUST ATTENTION use Remotion components
<Img>,<Video>,<Audio>— NEVER native HTML elements -
MUST ATTENTION use
staticFile()for all public/ folder assets — NEVER raw relative paths -
MUST ATTENTION Copy from appropriate
<!-- SYNC:critical-thinking-mindset:reminder -->refs/file — NEVER implement text animations, captions, mediabunny, maps, or voiceover from memory
MUST ATTENTION apply critical + sequential thinking — every claim needs appropriate traced evidence (file:line for repo/code claims; source URL or artifact section for research, product, content, and docs claims); confidence >80% to act, <60% DO NOT recommend. Anti-hallucination: never present guess as fact, admit uncertainty freely, cross-reference independently, stay skeptical of own confidence.
MUST ATTENTION apply AI mistake prevention — verify generated content against evidence, trace downstream references before deleting or renaming, verify all affected outputs, re-read files after context loss, and surface ambiguity before acting.
<!-- /SYNC:ai-mistake-prevention:reminder --> <!-- CODEX:SYNC-PROMPT-PROTOCOLS:START -->Hookless Prompt Protocol Mirror (Auto-Synced)
Source: .claude/.ck.json + .claude/skills/shared/sync-inline-versions.md (:full blocks) + .claude/scripts/lib/hookless-prompt-protocol.cjs
[WORKFLOW-EXECUTION-PROTOCOL] [BLOCKING] Workflow Execution Protocol — MANDATORY IMPORTANT MUST CRITICAL. Do not skip for any reason.
Generic portability boundary: Reusable skills and protocol text stay project-neutral; project-specific conventions are discovered from docs/project-config.json and docs/project-reference/. Apply shared AI-SDD from shared/sdd-artifact-contract.md. Read docs/project-config.json and docs/project-reference/docs-index-reference.md, then open the project reference docs named there. For spec, test-case, behavior-change, public-contract, or docs/specs/ work, route through the local spec docs named by the docs index: feature-spec-reference.md, spec-system-reference.md, spec-principles.md, and workflow-spec-test-code-cycle-reference.md when specs/tests/code must stay synchronized. If either file or a required reference doc is missing or stale, auto-run $project-init (or the narrow lower-level route such as $project-config, $docs-init, $scan-all, or $scan --target=<key>) before ordinary project-specific work. Any supported AI tool may execute when this shared context and local docs are available.
- DETECT: If the prompt starts with an explicit slash skill/workflow command, execute it directly. Otherwise match the prompt against the workflow catalog and skill list.
- ANALYZE: Choose the best option: execute directly, invoke a skill, activate a standard workflow, or compose a custom step combination.
- AUTO-SELECT: Pick the best option yourself. Do not ask the user to choose between direct execution, skill, standard workflow, or custom workflow.
- ACTIVATE: For a selected workflow, call
$start-workflow <workflowId>; for a selected skill, invoke that skill; for a custom workflow, sequence custom steps directly; for direct execution, proceed with the task. - CREATE TASKS: task tracking for ALL workflow/skill/custom steps before execution when the selected path has multiple steps.
- EXECUTE: Advance per the Workflow Step Advancement & Parallel Phases rule in your context instructions — model-driven; a sub-agent completion advances a step identically to an inline call; a parallel-phase group is an all-return barrier (advance only after ALL members return, never serialize it)
Shared AI-SDD Protocol Markers
Source: .claude/skills/shared/sync-inline-versions.md
SYNC:ai-sdd-artifact-contract
AI-SDD Artifact Contract — Shared spec-driven development rules stay portable and source-owned.
- Keep reusable AI-SDD principles in
.claude; put repository-specific paths, commands, owners, products, and formats in project config/reference docs.- Preserve cycle:
spec -> plan -> tasks -> implement -> verify -> update spec/docs.- Trace every requirement or invariant through decision, task, TC/test, source evidence, and docs/spec update.
- Treat code-to-spec extraction as reference-only until accepted by the canonical spec owner.
- Any supported AI tool may plan, implement, review, or verify with synced context; using multiple tools is optional.
- Update
.claudesource first, then sync generated mirrors; do not manually edit.agents,.codex, orAGENTS.md. — why: mirrors are generated artifacts; hand-edits are overwritten on the next sync- If
docs/project-config.json, root instruction files, or a required project-reference doc is missing or stale, auto-run$project-initor the narrow lower-level route before ordinary project-specific work.Active reference:
shared/sdd-artifact-contract.mdin the active skills root.
SYNC:ai-sdd-artifact-contract:reminder
- MANDATORY Apply
shared/sdd-artifact-contract.md; keep reusable AI-SDD in.claudeand local rules in project docs. - MANDATORY Code-to-spec extraction is reference-only until canonical acceptance; any supported AI tool may execute with synced context.
- MANDATORY Update
.claudesource before syncing generated mirrors; do not manually edit.agents,.codex, orAGENTS.md. - MANDATORY Missing or stale project config, root instruction files, or required reference docs route project-specific work through
$project-initor the narrow setup route automatically. [TASK-PLANNING] [MANDATORY] BEFORE executing any workflow or skill step, create/update task tracking for all planned steps, then keep it synchronized as each step starts/completes.
[LESSON-LEARNED-REMINDER] [BLOCKING] Task Planning & Continuous Improvement — MANDATORY. Do not skip.
Break work into small tasks (task tracking) before starting. Add final task: "Analyze AI mistakes & lessons learned".
Extract lessons — ROOT CAUSE ONLY, not symptom fixes:
- Name the FAILURE MODE (reasoning/assumption failure), not symptom — "assumed API existed without reading source" not "used wrong enum value".
- Generality test: does this failure mode apply to ≥3 contexts/codebases? If not, abstract one level up.
- Write as a universal rule — strip project-specific names/paths/classes. Useful on any codebase.
- Consolidate: multiple mistakes sharing one failure mode → ONE lesson.
- Recurrence gate: "Would this recur in future session WITHOUT this reminder?" — No → skip
$learn. - Auto-fix gate: "Could
$code-review/$code-simplifier/$security-review/$lintcatch this?" — Yes → improve review skill instead. - BOTH gates pass → ask user to run
$learn. [CRITICAL-THINKING-MINDSET] Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence >80% to act. Anti-hallucination principle: Never present guess as fact — cite sources for every claim, admit uncertainty freely, self-check output for errors, cross-reference independently, stay skeptical of own confidence — certainty without evidence root of all hallucination. AI Attention principle (Primacy-Recency): Put the 3 most critical rules at both top and bottom of long prompts/protocols so instruction adherence survives long context windows. Goal-driven execution: Define success criteria first, loop until verified, and stop only when observable checks pass. Tests verify intent: Tests must protect business rules/invariants and fail when the protected intent breaks, not only mirror current behavior.
Common AI Mistake Prevention (System Lessons)
- Re-read files after context compaction. Edit requires prior Read in same context; compaction wipes read state. Re-read before editing.
- Grep for old terms after bulk replacements. AI over-trusts find/replace completeness. Grep full repo after bulk edits for missed refs in docs/configs/catalogs.
- Check downstream references before deleting. Deletions cascade doc/code staleness. Map referencing files before removal.
- After memory loss, check existing state before creating new. Compaction wipes prior-work memory. Query current state to resume — never blindly duplicate.
- Verify AI-generated content against actual code. AI hallucinates APIs, class names, method signatures. Grep to confirm existence before documenting/referencing.
- Trace full dependency chain after edits. Changing a definition misses downstream consumers. Trace the full chain.
- When renaming, grep ALL consumer file types. Some file types silently ignore missing refs (no compile error). Search code, templates, configs, generated files.
- Trace ALL code paths when verifying correctness. Code existing ≠ code executing. Trace early exits, error branches, conditional skips — not just happy path.
- Update docs that embed canonical data when source changes. Docs inlining derived data (workflows, schemas, configs) go stale silently. Update all embedding docs alongside source.
- Verify sub-agent results after context recovery. Background agents may finish while parent compacted — grep-verify output, don't trust assumed completion.
- Cross-check full target list against sub-agent assignments. Parallel sub-agents by category miss boundary items. Reconcile union of assignments against target list before proceeding.
- Sub-agents inherit knowledge only from their agent .md definition — use custom agent types, not built-in Explore. Tool adoption = permission + knowledge + enforcement (numbered workflow step).
- Persist sub-agent findings incrementally, not as a final batch. Long sub-agents hit cutoffs before final write — findings lost. Instruct append-per-section to report file.
- When debugging, ask "whose responsibility?" before fixing. Trace caller (wrong data) vs callee (wrong handling). Fix at responsible layer — never patch symptom site.
- Grep ALL removed names after extraction/refactoring. Primary file "done" ≠ secondary files clean. Grep entire scope for every removed symbol before declaring complete.
- Assume existing values are intentional — ask WHY before changing. Pattern-matching as "wrong" skips context. Before changing any constant/limit/flag: read comments, git blame, surrounding code.
- Verify ALL affected outputs, not just the first. One build green ≠ all green. Multi-stack changes (backend/frontend/tests/docs) require verifying EVERY output.
- Evaluate fit before copying a nearby pattern. Closest example ≠ matching preconditions — verify the new context shares the same constraints, base classes, scope, lifetime.
- Holistic-first debugging — resist nearest-attention trap. Don't dive into first plausible cause. List EVERY precondition (config, env vars, paths, DB, endpoints, creds, versions, DI, data). Verify each against evidence (grep/query — not reasoning). Ask "what would falsify this?" — if nothing, it's not a hypothesis. Most expensive failure: going deeper in "obvious" layer while bug sits in layer never questioned.
- Surgical changes — apply the diff test (context-aware). Two modes: (1) Bug fix → every line traces to the bug; no restyling; orphan cleanup only for imports YOUR changes made unused. (2) Review/enhancement → implement improvements AND announce as "Enhancement beyond main request: [what]". Never silently scope-creep. Diff test: "Would this line exist if I wasn't asked to do X?" — if no, delete or announce.
- Surface ambiguity before coding — don't pick silently. Multiple valid interpretations → present each with effort: "[Request] could mean (1) [N h], (2) [N h]. Which matters?" List scope/format/volume/constraints assumptions first. If simpler path exists, say so. Never silently pick.
- [MANDATORY FIRST ACTION] ALWAYS activate a suitable skill or workflow BEFORE responding. Match task against workflow catalog + skill list; invoke via skill invocation or
$start-workflow <workflowId>. NEVER answer or write code before checking. Skip = protocol violation. - Why-Review adversarial mindset — apply when reviewing any plan, decision, or design. Default SKEPTIC not VALIDATOR: steel-man a rejected alternative, invert each stated reason ("what does it sacrifice?"), stress-test top 2-3 assumptions, run pre-mortem ("ships, fails in 3 months — what breaks?"), surface 1-2 alternatives author missed. Section presence ≠ quality; quality = causal reasoning + concrete mitigations + evidence, not "it's better" or "monitor closely".
- Front-load report-write in sub-agent prompts for large reviews. Many-file sub-agents hit budget before final write — findings lost. Design prompts so: (1) report-write is first explicit deliverable, (2) append per-file/section (not batched), (3) scope bounded so reads don't exhaust budget. Truncated mid-sentence with no report file → spawn narrower scope, don't retry same prompt.
- After context compaction, re-verify all prior phase outcomes before continuing. Summaries describe intent, not environment state (git index, filesystem, processes). On resume, FIRST audit: git status, re-read modified files, verify filesystem. Every "completed" claim is an untested hypothesis until evidence confirms.
- OOM/memory: check row count before row size. Triage: (1) Unbounded query — no DB filter for trigger? Push filter to DB; eliminates OOM. (2) Large rows? Projection reduces proportionally. Row reduction > projection in ROI.
- Keep domain concepts out of generic/shared/infrastructure layers. Reusable layer (shared library, framework, infra module) must reference NO consumer-specific domain concept — tenant/customer/product IDs, business entities, feature rules. Leak compiles + runs → passes review silently while coupling the "reusable" layer to one consumer. Keep shared type domain-free; push domain fields/logic down into the consumer via subclass/composition. — why: a layer coupled to one consumer's domain is no longer reusable.