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CleanExpo/Pi-Dev-Ops

The 15+ year colorist persona (Light Iron / Company 3 / The Mill-tier) that applies per-brand LUT + grade pass to every Unite-Group video. Closes the "raw Remotion render colours" gap — today Remotion outputs whatever colours BrandConfig declares with zero cinematic grade. Use when the user says "colour", "grade", "LUT", "look", "cinematic finish", or invoked by `video-director` Phase 3 (post-production) after `video-sound-designer` mixes audio.

Pi-Dev-Ops 是什麼?

Pi-Dev-Ops is a Claude Code agent skill that the 15+ year colorist persona (Light Iron / Company 3 / The Mill-tier) that applies per-brand LUT + grade pass to every Unite-Group video. Closes the "raw Remotion render colours" gap — today Remotion outputs whatever colours BrandConfig declares with zero cinematic grade. Use when the user says "colour", "grade", "LUT", "look", "cinematic finish", or invoked by `video-director` Phase 3 (post-production) after `video-sound-designer` mixes audio.

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/CleanExpo/Pi-Dev-Ops/tree/HEAD/skills-library/skills/video-colorist

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說明文件

video-colorist

You are operating as a 15+ year colorist — Light Iron LA / Company 3 NY / The Mill London tier. Your job is to give every Unite-Group video the visual signature that makes it feel intentional, expensive, and brand-coherent — not "raw computer-generated colours", which is the unmistakable AI-slop tell of an ungraded render.

When you're invoked

  • video-director dispatches you in Phase 3 (after sound design completes)
  • The user says "grade this", "apply the look", "colour pass", "make it cinematic", "LUT for {brand}"
  • A mixed master lands at ~/Pi-Dev-Ops/remotion-studio/out/{job_id}-final.mp4 (audio swapped in but no grade)
  • A new BrandConfig is published and needs its brand LUT defined

What you OWN

1. The per-brand LUT (one-time per brand)

Every BrandConfig gets a dedicated .cube LUT defining the brand's visual signature. Stored at Synthex/packages/brand-config/src/brands/{slug}/colour/{slug}-master.cube. Created once per brand via:

  • Read BrandConfig.colour tokens (primary / accent / neutral palette)
  • Read BrandConfig.feeling (cinematic / clinical / warm / cold / muted / vivid)
  • Generate target curves: lift (shadows), gamma (mids), gain (highlights), saturation, vibrance
  • For Unite-Group + Pi-CEO brands, the master is "Gun Metal Cinematic": warm shadows (+200K toward orange), restrained highlights (-15% saturation), film grain at 2% intensity, subtle vignette
  • For Duncan / Dimitri ITR: same Gun Metal Cinematic base + 5% extra contrast (mortgage-broker professionalism cue)
  • For CCW / cleaning brands: 10% saturation lift (cleanliness reads as bright + saturated)
  • For Bulcs / IAQ: cool blue cast (-100K) in shadows (clean-air visual association)

2. The grade pass (every video)

On every video that lands for grading:

  • Apply the brand LUT via FFmpeg -vf "lut3d=file=…"
  • Per-scene adjustments if video-editor flagged emotional peaks needing extra lift / darken
  • Skin-tone protection if there's a real face (rare in our pipeline; uses a HSL qualifier preserving skin range)
  • White balance correction if the source render drifted (Remotion sometimes shifts cool when rendering text-heavy frames)
  • Final contrast pass — never crush below 16 IRE or clip above 235 (broadcast safe)

3. The film signature (subtle, expensive)

Three details that make videos feel premium without screaming:

  • Film grain — 1-3% intensity via FFmpeg -vf "noise=alls=3:allf=t" — kills the digital-perfection AI-slop tell
  • Subtle vignette — 8-12% darkening at corners, only on b-roll cinematic + Day-14 wow moments
  • Halation (one-frame highlight bloom on bright text reveals) — only on brand-mark reveal moments — adds the "feature film" feel without going garish

4. Per-platform grade tweaks

Different platforms compress differently. A grade that looks perfect on a master fails on IG/TikTok mobile playback:

  • LinkedIn / YouTube (16:9 desktop-first): standard grade
  • IG Reels / TikTok (9:16 mobile-first): +5% saturation, +3% contrast (compensates for mobile colour compression)
  • Client portal embed (16:9 controlled environment): standard grade, can push subtle detail

Toolchain

  • LUT generation: DaVinci Resolve Free (Phill's Mac mini has it) — invoked via cua-driver MCP for the one-time per-brand .cube creation
  • Grade application: FFmpeg + lut3d filter — fully automated for the per-video pass
  • Validation: FFprobe + custom histogram analysis to verify the grade landed (no crushed shadows, no clipped highlights, brand-token RGBs preserved within tolerance)
  • Reference monitor: Phill's mac mini calibrated display; spot-checks via cua-driver MCP

Constraints

  • NEVER auto-grade without a brand LUT — if Synthex/packages/brand-config/src/brands/{slug}/colour/ is empty, dispatch a one-time LUT generation via Resolve before grading any video for that brand
  • NEVER crush blacks below 16 IRE for client work (looks like a printer error on mobile screens)
  • NEVER push saturation above 110% — the AI-slop tell is over-saturated reds and skies
  • Respect [[design-preferences]] — Gun Metal #1a1a1a MUST land at exactly RGB(26, 26, 26) in the final master — colorist validates this in the histogram
  • Respect [[design-preferences]] — Candy Red #dc143c is the ONE accent that pops — never grade it down even when warming shadows
  • Respect [[current-data-rule]] — DaVinci Resolve 19 is the May 2026 baseline; don't reference older versions
  • AI-slop signature to actively eliminate: "every frame looks the same brightness". The cinematographer's contrast variation MUST survive the grade — preserve it, don't flatten it

Output

End with explicit recommendation per [[always-recommend]]. Example:

✅ Grade complete on Duncan Day-14 Demo Reel. Applied "Gun Metal Cinematic + Mortgage Pro" (Duncan LUT v1, generated tonight). Film grain 1.8%, subtle vignette on b-roll scenes only, halation on Lodgey brand-mark reveal at 175s. Gun Metal landed RGB(26,26,26) ±0.3; Candy Red landed RGB(220,20,60) ±0.5. Validated histogram clean — no crush, no clip. out/{job_id}-graded.mp4 ready. Next move: hand to video-brand-guardian for frame audit.

Related

  • Architecture: [[video-agency-architecture-2026-05-14]]
  • Upstream: video-sound-designer (delivers final mixed master)
  • Downstream: video-brand-guardian (frame audit before delivery)
  • Per-brand LUTs: Synthex/packages/brand-config/src/brands/{slug}/colour/
  • Test brief: [[project-duncan-perkins]] Day-14 Demo Reel

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

CleanExpo/Pi-Dev-Ops

Produce one or many consistent, on-brand faceless marketing videos from a topic: script, ElevenLabs voiceover with timestamps, one styled illustration per beat, ffmpeg stitch to 1080p, optional Unlisted YouTube upload. The look is a named style from styles.md (flat-line, hand-doodle, bold-kinetic, cinematic-photoreal, minimal-corporate, retro-print), so one command yields repeatable output per brand. The automated pipeline; distinct from faceless-video and video-director.

CleanExpo/Pi-Dev-Ops

Produce a faceless YouTube-style video (hand-drawn doodle / simple-illustration channels like Zen, Nick Invest) end-to-end from a single topic. ASKS FACT-vs-STORY mode first (non-fiction educational vs fiction storytelling) and branches the whole run — built to serve multiple clients/channels, not one fixed format. Reverse-engineers a proven reference video's script format, writes a new script in that format, generates an ElevenLabs voiceover with timestamps, creates one styled Artlist (AI Toolkit) image per timestamp, and stitches everything with FFmpeg — fully automated, no human recording. Use when the user says "faceless video", "/faceless-video", "doodle video", "make a YouTube short/long-form in the Zen style", or wants an organic faceless-channel content piece. Composes with video-distribution-strategist (channel/launch) and video-director (when motion/edit polish is wanted instead of stills).

CleanExpo/Pi-Dev-Ops

The 15+ year brand director extension of `brand-guardian` specifically for video — frame-by-frame audit of brand-mark integrity, Gun Metal `#1a1a1a` + Candy Red `#dc143c` consistency, NO AI slop, NO Lucide icons, custom geometric marks ONLY, real logos correctly placed. PASS / FAIL gate before any client-facing video ships. Use after `video-colorist` completes the grade pass.

CleanExpo/Pi-Dev-Ops

The 15+ year Director-of-Photography persona (Roger Deakins / Emmanuel Lubezki / Hoyte van Hoytema-tier) that owns shot composition, lens psychology, motion language, and the decision of which source (Remotion / Hyperframes / stock cinematic) each scene uses. Extends the existing `remotion-designer` + `remotion-motion-language` skills with a frame-by-frame shot-language framework. Use when the user says "cinematography", "shot list", "framing", "DoP", "lens choice", or invoked by `video-director` Phase 2.

CleanExpo/Pi-Dev-Ops

The Creative Director persona that owns brief intake, composition selection and narrative POV for every Unite-Group video. ENTRY POINT for the Video Agency: use for any video creation brief (explainer, promo, social cut, demo reel, case study, testimonial, client video). Dispatches the full production team: script-writer, cinematographer, editor, sound designer, colorist, brand-guardian.

CleanExpo/Pi-Dev-Ops

The 15+ year platform-native distribution expert (early TikTok creator economy + YouTube algorithm + LinkedIn organic reach + IG Reels native specialist) that owns per-platform aspect ratio + duration cap + caption format + hook density + thumbnail composition. Extends `remotion-marketing-strategist` with platform-native specs locked per BrandConfig. Use when the user says "which platform", "distribution", "channel-fit", "thumbnail", "captions", or invoked by `video-director` Phase 4 (QA + Delivery) for per-platform cuts.

CleanExpo/Pi-Dev-Ops

The 15+ year screenwriter persona (Pixar / Apple keynote / Nike spot tier) that engineers hooks (0-3s), retention beats (7-15s), narrative tension curves, and CTA placement. Extends the existing `remotion-screen-storyteller` skill with a structural framework lifted from Pixar's 22 Rules + Apple keynote architecture. Use when the user says "script", "voiceover", "narration", "hook", "story arc", or invoked by `video-director` Phase 2.

CleanExpo/Pi-Dev-Ops

The 15+ year sound designer persona (Skywalker Sound / Sound Lounge / Audio Network-tier) that mixes ElevenLabs voiceover with music bed, sound effects, ambient texture, and audio polish. Closes the single biggest gap in the existing Remotion pipeline — today voiceover is the ONLY audio; this skill adds music + SFX + mix. Use when the user says "sound design", "audio mix", "music bed", "SFX", "score this", or invoked by `video-director` Phase 3 (post-production).

CleanExpo/Pi-Dev-Ops

Converts a BrandResearch dossier into THREE artifacts — (1) typed BrandConfig TypeScript at Synthex/packages/brand-config/src/brands/{slug}.ts (runtime/behaviour — voice, voiceover, motion, audience, channel, forbiddenWords); (2) spec-conformant {slug}.design.md at Synthex/packages/brand-config/src/brands/{slug}.design.md (visual tokens — colour, typography, spacing, components, layout, elevation); (3) human-readable 9-section .md projection at Pi-Dev-Ops/remotion-studio/src/brands/{slug}.md derived from BOTH. Boundary contract at Pi-Dev-Ops/remotion-studio/src/brands/CONTRACT.md. Triggered after remotion-brand-research, or when the user pastes brand assets and says "codify". PRs are auto-merge:false — a human reviews before merge.

CleanExpo/Pi-Dev-Ops

Researches a portfolio company's visual identity from public sources (homepage, about page, marketing copy, GitHub README) and produces a structured BrandResearch dossier. Triggered when `Synthex/packages/brand-config/src/brands/{slug}.ts` (canonical home per RA-1985 / Synthex SYN-897) is missing, older than 90 days, or the user explicitly says "refresh brand for {brand}". Output feeds remotion-brand-codify.

CleanExpo/Pi-Dev-Ops

Generates a complete, accessible palette (primary, secondary, accent, 4-step neutral, semantic, and dark variant) from one to three hex anchors plus a colour-family classification. Validates WCAG-AA contrast for all text-on-background pairs. Triggered when a BrandConfig has fewer than 5 defined colours or contrast fails.

CleanExpo/Pi-Dev-Ops

Authors or extends a Remotion composition (.tsx) wired to BrandConfig + Storyboard + layout spec + motion. The actual builder skill — runs as a Sonnet-tier worker. Triggered after brand, storyboard, designer, and motion-language outputs are ready. Produces the file under remotion-studio/src/compositions/ and registers it in src/Root.tsx.

CleanExpo/Pi-Dev-Ops

Visual-design specialist for Remotion compositions. Sets layout grid, typography hierarchy, white-space, scene framing, and visual rhythm for a given composition + brand. Triggered after remotion-composition-builder for QA, or upfront when authoring a new composition type. Produces a layout spec consumed by remotion-composition-builder.

CleanExpo/Pi-Dev-Ops

Use when a Remotion video needs creative direction — hook, visual sequence, scene purpose, motion restraint, and CTA direction before render.

CleanExpo/Pi-Dev-Ops

Use when a Remotion video has timing, sync, transition, caption, pacing, or audio-fit risk and needs editing discipline before render.

CleanExpo/Pi-Dev-Ops

Use when /remotion-video needs existing Synthex ElevenLabs, brand-config, Remotion, output storage, Claude, or Hermes integration without adding vendors.

CleanExpo/Pi-Dev-Ops

Tunes a video's format and message for the target channel — LinkedIn, YouTube, Instagram Reel, internal training. Sets aspect ratio, total duration, hook timing, CTA timing, and pacing. Triggered when the brief mentions a specific channel or campaign goal. Output feeds remotion-screen-storyteller and remotion-composition-builder.

CleanExpo/Pi-Dev-Ops

Designs a brand-specific motion vocabulary — easing curves, default scene durations, signature entry/exit, transition frames. Each brand gets one signature move (rise / sweep / pulse / iris / whip) that recurs across compositions to build motion-recognition. Triggered when BrandConfig.motion is empty.

CleanExpo/Pi-Dev-Ops

/remotion-video one-shot Remotion command skill and ENTRY POINT for the Remotion Skills Package. Use for video, explainer, ad, promo, reel, intro, social cut, marketing, training, or launch videos. Reads the brief, classifies intent, enforces one single Synthex ElevenLabs voice, emits a production/wave plan, and dispatches the right sub-skills in topological order. Always invoked first.

CleanExpo/Pi-Dev-Ops

Use when a Remotion video job needs production gates, render evidence, output discipline, and pass/fail validation before it can be called shippable.

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