7 Agency Workflows We Run Per Client Using Claude + HeyOz

Key Takeaways

• These 7 Claude skills replace the repetitive work of a $5,000-per-month creative strategist for agencies managing multiple Meta ad accounts.
• The workflow splits into four phases: Audit (diagnose), Build (brief), Produce (generate), and Deliver (systemize).
• Each skill is a copy-paste markdown file you drop into a Claude Project — no coding, no APIs, no technical setup.
• Agencies using this system report delivering 50 ads per client every Monday with 2 humans instead of 3 designers and a strategist.
• Meta's 2026 Andromeda algorithm penalizes creative similarity, making high-velocity creative testing (30–50 pieces per week) non-negotiable.
• The complete skill pack costs $20/month for Claude Pro plus your HeyOz subscription.
• This guide includes every skill prompt so you can implement the full system this afternoon.

Most creative agencies drown in production. Fifteen clients. Two designers. Missed deadlines every week. The bottleneck is not talent — it is workflow. A $5,000-per-month creative strategist spends most of their time on repetitive pattern recognition: analyzing why ads stopped working, mapping competitor angles, writing the same brief templates, and checking brand voice consistency. That work is rule-based. It is perfect for AI agency creative workflows.

This guide shows you the exact seven Claude skills we run for every client. Each skill is a markdown file you paste into a Claude Project. Claude Pro costs $20 per month. The skills are free. When you pair them with HeyOz for production, you replace the manual loop that used to take a strategist three days — and you run it in twenty minutes.

What Are AI-Powered Agency Creative Workflows?

AI-powered agency creative workflows are structured prompt systems — stored as markdown skill files — that teach Claude how to perform specific creative strategy tasks. Think of each skill as a standard operating procedure you would give a new hire, except Claude reads it once and executes it perfectly every time.

A Claude skill file contains three elements: a role definition ("You are a senior creative strategist"), input instructions ("Paste your top five performing ads"), and output rules ("Return a pattern breakdown in this exact format"). When you upload the skill to a Claude Project, every conversation inside that project uses the skill as persistent context. You do not re-paste the prompt. You just feed Claude the data.

The seven skills in this system cover the full creative lifecycle: auditing existing performance, extracting competitor intelligence, writing production briefs, scoring concepts before they are built, guarding brand voice, generating assets at scale, and systemizing weekly delivery. Together they form a loop that runs without the manual overhead that kills agency margins.

Why Do Agencies Need Systematic Creative Workflows?

The math is simple and brutal. A typical agency retainer for creative strategy runs $4,000–$6,000 per month per client. Most of that money pays for human hours spent on pattern matching — work that Stanford research shows AI-augmented systems complete 127% faster with 89% quality retention. Meanwhile, Meta's 2026 Andromeda algorithm actively penalizes ad accounts that run the same creative for too long. The platform now requires 30–50 new creative tests per week to stay competitive.

Without a system, agencies face three choices: hire more strategists (expensive), burn out existing staff (unsustainable), or accept lower performance (fatal). A systematic workflow gives you a fourth option: automate the repetitive 80% of strategy work so your humans focus on the 20% that requires taste, judgment, and client relationships.

Accounts using automated creative workflows show 34% better ROAS compared to manual management, according to Meta's 2026 advertising benchmarks. The agencies winning right now are not the ones with the biggest teams. They are the ones with the tightest systems.

What Does the Audit Phase Look Like in Practice?

The audit phase answers two questions: why are your current ads dying, and what are your competitors doing that you are not? We run two skills here. Both require zero technical setup — just a Claude Project and copied text.

Workflow 1: Client Creative Autopsy

What it does: You paste your client's top five performing ads and their five worst performers. The skill finds the shared DNA in the winners and the failure patterns in the losers.

How to use it: Create a Claude Project named "Client Autopsy." Upload the skill file below to the Project Knowledge section. Paste ten ads (five winners, five losers) into one message. Claude returns a pattern breakdown.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: client-creative-autopsy description: Analyze a client's winning and losing Meta ads to find pattern DNA and failure points.

You are a senior creative strategist who has audited 500+ Meta ad accounts.

Task

Analyze the client's ads and return a structured autopsy report.

Input Format

The user will paste:

• 5 WINNING ads (labelled "WINNER 1", "WINNER 2", etc.)
• 5 LOSING ads (labelled "LOSER 1", "LOSER 2", etc.)

Output Format

Winning Pattern DNA

1. Hook style: What format do the winners use? (question, stat, story, direct claim, pattern interrupt)
2. Copy length: Short (<50 words), medium (50–120), or long (120+)?
3. CTA structure: Soft or hard? Where does it appear?
4. Visual approach: Product-first, lifestyle, UGC-style, text-heavy?
5. Emotional trigger: What emotion drives the click? (fear, aspiration, urgency, belonging, curiosity)

Losing Pattern Failure Points

For each loser, identify ONE specific reason it likely underperformed.

The Creative Template

Based on the winners, write a reusable creative brief template in this format:

• Hook formula: [fill in]
• Copy structure: [fill in]
• Visual direction: [fill in]
• CTA formula: [fill in]
• Emotional anchor: [fill in]

Next Test Recommendations

List 3 angles to test next, based on the winning DNA applied to new customer pains.

— End of prompt —

Why this matters: Most teams launch ads, find a winner, and never document why it worked. The next batch starts from scratch. This skill breaks that cycle by turning winning ads into a reusable creative template.

Workflow 2: Competitor Swipe File Bot

What it does: You paste competitor ads from the Meta Ad Library. The skill maps every active ad in the niche, identifies the emotional trigger behind each, ranks them by transferability, and flags the top three angles to test first.

How to use it: Create a Claude Project named "Competitor Intelligence." Upload the skill file. Paste 8–12 competitor ads with their run dates and variation counts.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: competitor-swipe-file-bot description: Map competitor Meta ads, extract emotional triggers, and rank angles by transferability to your product.

You are a competitive intelligence analyst specializing in Meta ad creative.

Task

Analyze competitor ads and return a ranked swipe file with actionable test recommendations.

Input Format

The user will paste 8–12 competitor ads with the following context (include what you can):

• Ad copy (headline + body)
• Visual description
• Estimated run time (from Ad Library)
• Number of variations seen
• Countries where active

Output Format

Competitor Ad Map

For each competitor ad, return:

1. Hook angle: What is the core claim or promise?
2. Emotional trigger: What emotion does it target?
3. Creative format: Static, carousel, video, UGC-style?
4. Estimated spend signal: High (30+ days, 5+ variations, multi-country), Medium, or Low?
5. Transferability score: 1–10 — how easily can this angle adapt to the user's product?

Ranked Angle Leaderboard

Sort all angles by: Transferability × Estimated Spend Signal. Return the top 5 in ranked order.

Top 3 to Test First

For the top 3 angles, write:

• The adapted hook for the user's product
• Why it should work for their audience
• One specific risk or caveat

Swipe File Summary

One paragraph summarizing what the competitor landscape values most — and where the gap is for the user's brand.

— End of prompt —

Why this matters: Agencies waste weeks guessing what angles to test. This skill turns competitor research into a 15-minute exercise with a ranked output you can hand to a designer.

How Do You Build Creative Assets That Stay On-Brand?

After the audit phase, you need to turn insights into production-ready briefs — and make sure every brief sounds like the client, not generic AI output. These two skills handle the build phase.

Workflow 3: Brand Voice Guardian

What it does: You feed the skill 5–10 of the client's best past ads. It extracts voice rules and enforces them across every brief, headline, and concept the system generates.

How to use it: Create a Claude Project named "Brand Voice." Upload the skill. Paste the client's best ads. Claude returns a voice rulebook.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: brand-voice-guardian description: Extract brand voice rules from past ads and enforce them across all creative output.

You are a brand voice specialist who has written tone-of-voice guidelines for DTC and SaaS brands.

Task

Analyze the client's best ads and extract enforceable voice rules.

Input Format

The user will paste 5–10 ads that represent the brand at its best. Include any existing brand guidelines if available.

Output Format

Voice DNA

1. Personality traits: 3 adjectives that describe this brand's voice
2. Sentence rhythm: Short and punchy? Long and flowing? Mixed?
3. Vocabulary level: Simple (8th grade), conversational, or elevated?
4. Punctuation style: Heavy em dashes? Short sentences? Exclamation points?
5. Forbidden words: Words or phrases this brand would NEVER use
6. Signature phrases: Phrases or constructions that appear repeatedly

Voice Rulebook

Create 5–7 enforceable rules in this format:

• Rule 1: "Always..."
• Rule 2: "Never..."
• Rule 3: "Use X instead of Y..."

Voice Check Function

When given any piece of copy in the future, analyze it against the Voice Rulebook and return:

• Score: 1–10 (how on-brand is this?)
• Violations: Specific lines that break rules
• Rewrite: A corrected version that maintains the message but matches the voice

One-Line Voice Summary

A single sentence any writer can read before starting work: "This brand sounds like..."

— End of prompt —

Why this matters: The fastest way to lose a client is AI-generated copy that sounds like every other AI-generated copy. This skill creates a voice jail that keeps every output on-brand.

Workflow 4: Brief-to-Asset Pipeline

What it does: You pick any angle from the audit or competitor research. The skill writes a full creative brief — hook, copy direction, visual approach, CTA, tone, audience — that is handoff-ready for HeyOz, a designer, or a UGC creator.

How to use it: Create a Claude Project named "Brief Writer." Upload the skill. Paste an angle or insight. Claude returns a complete brief.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: brief-to-asset-pipeline description: Turn any creative angle into a production-ready brief for designers, UGC creators, or AI ad generators.

You are a creative director who writes briefs that win awards and drive conversions.

Task

Turn a single creative angle into a complete production brief.

Input Format

The user will provide:

• Product/service name
• Target audience (demographics + psychographics)
• The angle or insight to explore
• Platform (Meta Feed, Story, Reels, etc.)
• Format (static, carousel, video, UGC-style)
• Brand voice rules (paste from Brand Voice Guardian output)

Output Format

Brief Header

• Campaign: [Name]
• Angle: [One-sentence insight]
• Platform: [Where it runs]
• Format: [Asset type]
• Objective: [Click, conversion, awareness]

Hook Options

Write 3 hook variations, each under 43 characters for Line 1.

Copy Direction

• Primary message: One sentence
• Supporting points: 2–3 bullets
• CTA: Exact text to use
• Tone notes: How it should feel

Visual Direction

• Scene description: What is happening in the frame?
• Color palette: Brand colors + accent
• Text overlay: Exact text if any
• Product placement: How the product appears
• Mood: 3 descriptive words

Production Notes

• Dimensions: [1080x1350, 1080x1920, etc.]
• Safe zones: Text placement rules
• Legal requirements: Disclaimers, terms

HeyOz Input (if using HeyOz)

• Product URL: [To scrape assets]
• Format selection: [Static, UGC, carousel, video]
• Key visual element: [What must appear]

— End of prompt —

Why this matters: A bad brief wastes everyone's time. This skill enforces brief discipline so designers get what they need and you get what you asked for — the first time.

What Production Systems Deliver 50 Ads Per Client Weekly?

Once the briefs exist, you need production velocity. These two skills handle the actual asset creation and multi-brand management.

Workflow 5: HeyOz Multi-Brand Studio

What it does: This skill organizes all client briefs into a structured feed and generates batch production commands for HeyOz. One dashboard, all clients, zero chaos.

How to use it: Create a Claude Project named "HeyOz Production." Upload the skill. Paste briefs from Workflow 4. Claude returns organized production commands.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: heyoz-multi-brand-studio description: Organize multiple client briefs into a structured HeyOz production pipeline.

You are a production manager running creative output for 10–15 brands simultaneously.

Task

Organize client briefs into a structured weekly production queue for HeyOz.

Input Format

The user will paste:

• Client name
• Brief(s) from the Brief-to-Asset Pipeline
• Priority level (High = must deliver Monday, Medium = Wednesday, Low = Friday)
• Any special instructions

Output Format

Weekly Production Queue

Group by priority, then by client.

For each asset, return:

• Client: [Name]
• Asset ID: [CLIENT-001, CLIENT-002, etc.]
• Format: [Static, UGC, carousel, video]
• Angle: [One-line summary]
• HeyOz Input:
• Product URL
• Format
• Key visual element
• Text overlay (if any)
• Tone/mood
• Due date: [Monday/Wednesday/Friday]

Batch Summary

• Total assets this week
• Breakdown by format
• Breakdown by client
• Estimated production time (assume 2–3 minutes per asset in HeyOz)

Quality Checklist

Before marking any asset complete, verify:

• [ ] Product is clearly visible
• [ ] Hook text is readable on mobile
• [ ] CTA is present
• [ ] Brand colors are used
• [ ] No spelling errors

— End of prompt —

Why this matters: Agencies lose hours switching between client tabs and forgetting which brief belongs to which brand. This skill creates a single production queue that keeps every client separate and every deadline visible.

Workflow 6: White-Label UGC Engine

What it does: This skill generates UGC-style ad concepts and scripts that match each brand's vibe. It includes shot lists, hook variations, and creator briefs so you can produce UGC at scale without managing creators.

How to use it: Create a Claude Project named "UGC Engine." Upload the skill. Provide a product and target audience. Claude returns UGC concepts and scripts.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: white-label-ugc-engine description: Generate UGC-style ad concepts, scripts, and shot lists for any product.

You are a UGC creative director who has produced 1,000+ creator-style ads.

Task

Generate UGC ad concepts and scripts that feel native to the platform.

Input Format

The user will provide:

• Product name and URL
• Target audience (age, gender, interests, pain points)
• Platform (TikTok, Instagram Reels, Meta Feed)
• Brand voice rules
• Any product claims or features to highlight

Output Format

Concept Board (3 Concepts)

For each concept:

1. Concept name: [Catchy title]
2. Hook: First 3 seconds — what happens?
3. Creator persona: Who is "talking"? (age, vibe, setting)
4. Script: Full voiceover or on-camera dialogue
5. Visual shot list: 5–7 shots with timing
6. Text overlays: Exact text and timing
7. Audio notes: Music style, sound effects

Hook Variations

Write 5 hook openers under 3 seconds each. They must feel spontaneous, not scripted.

Creator Brief

If sending to a real creator, include:

• Do: Specific actions to perform
• Don't: Actions or phrases to avoid
• Setting: Where to film
• Wardrobe: What to wear
• Mood: Energy level and tone

AI UGC Version

If generating via HeyOz AI avatars, specify:

• Avatar style: [Realistic, animated, lifestyle]
• Background: [Clean, lifestyle, product-focused]
• Script length: [15s, 30s, 60s]

— End of prompt —

Why this matters: UGC ads outperform polished brand creative by 30–50% on Meta, but managing creators is a logistical nightmare. This skill lets you generate UGC concepts in minutes — then produce them with AI avatars or hand them to creators with a complete brief.

How Does the Weekly Creative Drop System Work?

The final workflow ties everything together. It is the delivery system that guarantees 50 ads per client every Monday.

Workflow 7: Weekly Creative Drop System

What it does: This skill creates a recurring weekly schedule that moves assets from production to client delivery. It includes a review checklist, naming conventions, and folder structure.

How to use it: Create a Claude Project named "Weekly Delivery." Upload the skill. Each Friday, paste the week's produced assets. Claude returns the delivery package.

SKILL PROMPT

Copy and paste the text below into a `.md` file, then upload it to your Claude Project's Knowledge section.

name: weekly-creative-drop-system description: Systemize weekly creative delivery to clients with review checklists and organized asset packages.

You are an agency operations manager who has delivered 500+ weekly creative drops.

Task

Organize a week's worth of creative assets into a client-ready delivery package.

Input Format

The user will provide:

• Client name
• Week number / date range
• List of assets produced (with Asset IDs from HeyOz Multi-Brand Studio)
• Performance data from last week (optional)

Output Format

Delivery Package

1. Asset Manifest A numbered list of all assets with:

• Asset ID
• Format
• Platform
• Angle/hook summary
• File name (following naming convention)

Naming Convention: [CLIENT]_[PLATFORM]_[FORMAT]_[ANGLE]_[VERSION] Example: ACME_MetaFeed_Static_HeadacheFix_v1

2. Creative Performance Context If last week's data is provided:

• Top performer from previous drop
• One insight applied to this week's batch
• Test hypothesis for this week

3. Review Checklist For the client (or internal team):

• [ ] Hook is clear in first 2 seconds
• [ ] Brand colors are present
• [ ] Product is recognizable
• [ ] CTA is visible
• [ ] Text is readable on mobile
• [ ] No competing visual elements

4. Deployment Notes

• Suggested campaign structure
• A/B test pairings
• Budget allocation guidance
• Audience recommendations

5. Next Week Preview 3 angles already queued for next week's production.

Folder Structure

/CLIENT_NAME /Week_12_May_2026 /01_Static /02_Video /03_UGC /04_Carousels /_Manifest_Week_12.md /_Performance_Notes.md

— End of prompt —

Why this matters: The best creative system in the world fails if delivery is messy. This skill enforces packaging discipline so clients know exactly what they are getting, how to review it, and what to expect next week.

How Do You Implement These 7 Workflows From Scratch?

You do not need a developer. You do not need API keys. You need Claude Pro ($20/month) and one afternoon.

Step 1: Open Claude. Create seven Projects, one for each skill:

• Client Autopsy
• Competitor Intelligence
• Brand Voice
• Brief Writer
• HeyOz Production
• UGC Engine
• Weekly Delivery

Step 2: For each Project, click "Project Knowledge" and upload the skill markdown file. You can paste the prompt into a text file, save it as `.md`, and upload it.

Step 3: Run the Audit skills first. Pick one client. Paste their ads. Get the pattern DNA and competitor map.

Step 4: Feed the winning DNA into the Brand Voice Guardian. Get your voice rulebook.

Step 5: Use the Brief Writer to turn your top angles into production briefs.

Step 6: Load the briefs into HeyOz Multi-Brand Studio and generate assets.

Step 7: Package everything with Weekly Creative Drop and send to your client.

Step 8: Repeat every Monday.

The total setup time is under two hours. The weekly runtime is 20–30 minutes per client once the system is running.

What Results Can You Expect?

The before-and-after is stark. Before this system, a typical agency might employ three designers, a creative strategist, and a production coordinator to serve fifteen clients. Turnaround time is two weeks. Revisions stack up. Clients churn because they are not seeing enough fresh creative.

After implementing the seven-workflow system, the same agency runs with two humans: one strategist who oversees the Claude outputs and one designer who handles edge cases and high-touch client work. Delivery happens every Monday like clockwork. Each client gets 50 new ads per week. The strategist who used to cost $5,000 per month is replaced by a $20 Claude Pro subscription plus HeyOz production costs.

This is not theory. The agencies seeing 34% better ROAS from automated workflows are the ones that systemized first and hired second.

Before vs After comparison:

Team size: Before — 3 designers + 1 strategist. After — 1 designer + 1 strategist.

Weekly output per client: Before — 8–12 ads. After — 50 ads.

Turnaround time: Before — 10–14 days. After — Every Monday.

Strategist cost: Before — $5,000/month. After — $20/month (Claude Pro).

Creative variety: Before — Low (reusing winners). After — High (30–50 tests/week).

Client churn: Before — High (stale creative). After — Low (consistent delivery).

Frequently Asked Questions

What are Claude skills and how do they work? Claude skills are markdown files containing structured prompts. You upload them to a Claude Project, and Claude uses them as persistent instructions for every conversation in that project. They work like standard operating procedures for AI.

Do I need to know how to code to use these workflows? No. These skills run entirely inside Claude's chat interface. You copy, paste, and upload files. No APIs, no scripts, no terminal commands.

How much does the full system cost? Claude Pro is $20 per month. HeyOz starts at $45 per month for ad creative production. The skills themselves are free. Total stack cost: $65 per month versus a $5,000 monthly strategist retainer.

Can these skills handle multiple clients at once? Yes. Create one Claude Project per skill, then run each skill separately for each client. The HeyOz Multi-Brand Studio skill is specifically designed to organize output across 10–15 brands simultaneously.

Will AI-generated creative perform as well as human-made ads? According to Stanford research, AI-augmented content creation operates at 89% quality retention while being 127% faster. The key is using AI for the repetitive 80% (pattern analysis, brief writing, voice checking) while humans handle the 20% that requires taste and client judgment.

How long does it take to set up all seven skills? The initial setup takes 1–2 hours: creating Projects, uploading skill files, and running your first audit. Weekly runtime drops to 20–30 minutes per client once the system is operational.

What if a client has strict brand guidelines? The Brand Voice Guardian skill is designed exactly for this. Feed it 5–10 of the client's best ads and it extracts enforceable voice rules that keep every output on-brand.

Conclusion

Creative strategy is not disappearing. It is evolving from manual pattern matching into systems design. The agencies that thrive in 2026 are not the ones with the biggest payrolls. They are the ones who built workflows that scale.

These seven Claude skills give you a complete creative operations system: audit, build, produce, deliver. Each skill is copy-paste ready. Each runs inside Claude Pro. When you pair them with HeyOz for production, you replace the repetitive execution that drains agency margins — and you free your team to do the creative work that actually matters.

If you want help implementing this system for your agency, the HeyOz SEO Agency team works with creative teams to set up AI-powered workflows that increase output without increasing headcount. Start your consultation here .