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PicsArt avatar

Agency Brand Scoping

PicsArt/gen-ai-skills
213 installs4 starsMIT
Summary

You're staring at a new client brief with zero visual reference, or maybe a deck that tells you nothing about how their brand should move through AI generation. This gets you from URL or slide PDF to a locked brand system file and five distinct visual directions in under an hour. It forces you to capture palette, tone, competitors, and do-nots in a reusable JSON before you burn credits on generations that miss the mark. The five directions (editorial, bold, minimal, playful, cinematic) give the client real choices without decision fatigue, and whichever one wins becomes the locked brand.md that every downstream batch references. Built by Picsart for agency pitch work where you need to show range fast and avoid looking like the competitor three slides later in the deck.

Install to Claude Code

npx -y skills add PicsArt/gen-ai-skills --skill agency-brand-scoping --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.mdView on GitHub

Agency brand scoping

A fast discovery pass for a new client: gather brand signals (site, deck, competitors, audience, tone), lock them into a reusable brand-system.json file, and produce 5 on-direction visual explorations to validate with the client before any production spend.

URL / deck in → brand-system.json + 5 direction variations out. One hour, under $1 in generation cost, reusable across the rest of the engagement.

When to Use

  • Responding to an RFP and need 5 distinct visual directions for the first review
  • Net-new client pitch — you've read the brief, now you need on-brand sketches
  • Kickoff phase of a signed engagement, before production generations start
  • Scoping a rebrand: grab the existing brand, propose 5 evolution paths
  • Any moment where "what does this brand look like in AI generation" is the open question

Do not use for finished campaign assets — this is discovery only. Lock the system here, then run agency-pitch-mockups or agency-multi-brand-pack for deliverables.

Prerequisites

Ask the user (batch in one message):

  1. Client name + slug — used for folder + manifest tags (e.g. acme-fintech)
  2. Brand references — URL, existing deck, Figma file, or "no brand yet, we're defining it"
  3. Competitors / comparable brands — 2-3 names; informs what NOT to look like
  4. Audience + tone — who buys, what feeling ("premium + restrained" vs "bold + irreverent")
  5. Deliverable type the scope is for — pitch deck, campaign, launch film, product shoot (informs aspect ratios)
  6. Confidentiality — is this NDA? If yes, never name the client in public Drive folders or prompts

If the user gives a URL or deck, read/fetch it first and extract palette, typography impression, imagery style, and tone words. Propose the brand-system.json back for confirmation before generating.

How to Run

1. INGEST     → read URL / deck / Figma, extract signals
2. DRAFT      → propose brand-system.json (palette, type-feel, imagery, tone, do-nots)
3. CONFIRM    → user locks the system; save to clients/<slug>/brand-system.json
4. ESTIMATE   → gen-ai pricing on the 5-direction batch (< $1 target)
5. GENERATE   → 5 directions, each with a single-word descriptor tag
6. REVIEW     → contact-sheet the 5 outputs, get client pick
7. LOCK       → winning direction becomes clients/<slug>/brand.md for all future work

Rules:

  • Never skip step 2. Without brand-system.json, every future generation for this client re-litigates brand from scratch.
  • Always estimate before generating. 5 variants at recraftv4 ≈ 10 credits, but confirm in-session.
  • Keep pitch outputs watermark-free only if the client has signed. For cold pitches, add "obvious mockup" language in prompt.
  • Never mix clients in a single Drive folder or manifest. Namespace everything under clients/<slug>/.

Quick Reference

{
  "client_slug": "acme-fintech",
  "brand_system": "clients/acme-fintech/brand-system.json",
  "defaults": { "model": "recraftv4", "aspectRatio": "16:9" },
  "variants": {
    "direction": ["editorial", "bold", "minimal", "playful", "cinematic"]
  },
  "jobs": [
    { "id": "{direction}", "prompt": "<client descriptor> — {direction} direction" }
  ]
}

Lock the winning direction back into clients/<slug>/brand.md — a 10-line markdown file Claude + downstream batches can include in prompts.

Quick Reference

Sub-taskModelWhy
Direction exploration (default)recraftv4Design-forward, honors palette + type feel, cheap
Photo-led brands (fashion, hospitality)flux-2-proPhotoreal, better lighting, for brands that live in photography
Typography-centric directions (editorial posters, quote slides)ideogram-v3Only model that renders readable headlines reliably
Quick cheap drafts when testing 10+ directionsgemini-3.1-flash-image or gemini-3.1-flash-image~1 credit each; use for throwaway iteration

Check live IDs with gen-ai models --mode image before committing — names shift.

Procedure

  • Always scope brand before generating production work. One hour of scoping saves a week of misaligned deliverables.
  • Descriptor-per-direction beats vague prompts. "Editorial" + specific cues > "something clean and modern".
  • Never leak other clients' assets into a new client's prompt. No -i from a different client folder, ever.
  • Save brand-system.json to the repo, not Drive. It's versioned alongside code and MRs.
  • Propose 5, not 10. Client decision fatigue is real; 5 distinct directions forces a real pick.
  • For NDA clients, don't name them in prompts. Use a generic descriptor ("a premium fintech for seed-stage founders") — prompts are logged.
  • Build a reusable prompt library per client at clients/<slug>/prompts/ — hero, tile, social, OG templates that all reference the locked direction.

Pitfalls

  • Generating before locking brand-system.json → 5 gorgeous directions that don't fit the brand
  • Brand cross-contamination — reusing a prior client's brand.md "because it looked nice" — your competitive moat is per-client rigor, don't blow it
  • Descriptor overlap — "bold" and "cinematic" blur if prompts aren't distinct enough; each direction needs a clearly different visual hypothesis
  • Over-polished scoping — if the scoping output looks like a finished ad, the client will ask "why not use this?" and you've skipped production
  • Missing competitor check — landing on a direction that looks identical to the client's biggest rival
  • Public Drive folder for an NDA client — always use --drive-folder "internal-$CLIENT" or a private workspace

Verification

Run gen-ai whoami to confirm authentication, then re-run the failed command with --debug.

Step 1: Ingest + propose brand-system.json

Pull signals from whatever the client gave you. If it's a URL, fetch it. If it's a deck, read it. Summarize into:

{
  "client_slug": "acme-fintech",
  "brand": {
    "palette": { "primary": "#0B1F3A", "accent": "#00D4A3", "neutral": "#F5F3EE" },
    "typography_feel": "geometric sans, tight tracking, editorial weights",
    "imagery_direction": "abstract finance, muted photography, no stock clichés",
    "tone_words": ["trustworthy", "calm", "precise"],
    "do_not": ["cartoon illustration", "neon gradients", "tech-bro stock photos"]
  },
  "competitors": ["wise.com", "mercury.com"],
  "audience": "seed-stage founders, CFO buyers",
  "confidentiality": "NDA"
}

Save to clients/<slug>/brand-system.json. This file is the single source of truth referenced by every downstream skill.

Step 2: Generate 5 directions

Each direction gets a single-word descriptor. Standard starter set: editorial, bold, minimal, playful, cinematic. Swap any that clashes with the brand's tone words (e.g. drop "playful" for a private bank).

CLIENT="acme-fintech"
OUT="clients/$CLIENT/scoping"
mkdir -p "$OUT"

# Check per-call pricing first, then multiply by 5 directions.
gen-ai pricing recraftv4

# Run as 5 discrete jobs so each can get its own direction prompt
cat > /tmp/$CLIENT-scoping.json <<EOF
{
  "defaults": { "model": "recraftv4" },
  "jobs": [
    { "id": "01-editorial", "prompt": "$CLIENT hero — editorial magazine feel, restrained palette, generous whitespace, confident typography", "aspectRatio": "16:9" },
    { "id": "02-bold",      "prompt": "$CLIENT hero — bold graphic, high contrast, oversized type, flat color blocking", "aspectRatio": "16:9" },
    { "id": "03-minimal",   "prompt": "$CLIENT hero — minimal composition, single focal element, muted neutrals, precise negative space", "aspectRatio": "16:9" },
    { "id": "04-playful",   "prompt": "$CLIENT hero — playful abstract shapes, warm palette, hand-drawn accent, approachable energy", "aspectRatio": "16:9" },
    { "id": "05-cinematic", "prompt": "$CLIENT hero — cinematic photography, shallow depth of field, moody lighting, filmic grain", "aspectRatio": "16:9" }
  ]
}
EOF

gen-ai batch run /tmp/$CLIENT-scoping.json -c 5 -o "$OUT"

Results land at clients/<slug>/scoping/0X-<direction>.webp + results.json. Present the 5 side-by-side to the client.

Cost & time

PhaseTypical spendTypical time
Scoping (this skill, 5 directions, recraftv4)~$0.50–$115-30 min incl. review
Production (after direction lock)$5–$50 per asset setPer deliverable

Keep scoping under $1. If a client won't approve a direction after 5, the brief is broken — don't burn credits, push back on the brief.

See also

  • workflows/agency-pitch-mockups/ — once direction is locked, produce pitch assets
  • workflows/agency-multi-brand-pack/ — run scoping-plus-production across many retainer clients
  • workflows/agency-client-handoff/ — package final work at engagement end
  • gen-ai-workflows.md — general multi-step patterns
  • gen-ai-batch.md — manifest shapes and concurrency tuning
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Categories
AI & Agent BuildingMarketing & SEOSales & Marketing
First SeenJul 6, 2026
View on GitHub

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