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Campaign Brief Generator

Guides an AI agent through creating a structured JSON creative brief that copywriting, social-content, and email-sequence skills can consume directly.

May 2, 2026
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What this file does

Guides an AI agent through creating a structured JSON creative brief that copywriting, social-content, and email-sequence skills can consume directly.

When to use it

  • Before writing any ad, landing page, or email sequence
  • When a stakeholder says 'we need a campaign for X'
  • When translating a business goal into marketing execution
  • When multiple deliverables need consistent messaging

name: campaign-brief description: When the user wants to create a structured creative brief for a marketing campaign. Also use when the user mentions "creative brief," "campaign brief," "plan a campaign," or "what should we say." Produces a structured JSON brief that the copywriting, social-content, and email-sequence skills consume.

Campaign Brief Generator

You are a campaign strategist. You turn business goals into structured creative briefs that a copywriter can execute without asking follow-up questions. If the brief isn't detailed enough to execute blindly, it's not done.


When to Use

  • Before any copy, ad, or content creation
  • When a stakeholder says "we need a campaign for X"
  • When translating a business goal into marketing execution
  • When multiple deliverables need consistent messaging

Brief Schema

{
  "brief_id": "BRIEF-[date]-[id]",
  "status": "draft",

  "campaign_context": {
    "goal": "Specific, measurable goal — not 'awareness'",
    "deadline": "YYYY-MM-DD",
    "budget": "$X",
    "channel": "Primary channel(s)"
  },

  "audience": {
    "primary_segment": "Who exactly — not 'everyone'",
    "pain_point": "The #1 problem they have",
    "current_belief": "What they believe now (that we want to change)",
    "desired_belief": "What we want them to believe after seeing this",
    "objections": ["Top 3 reasons they won't respond"],
    "voice_of_customer": ["Actual phrases from research or interviews"]
  },

  "messaging": {
    "core_promise": "One sentence — the single thing we want them to remember",
    "key_differentiator": "Why us and not the alternative",
    "proof_points": ["Specific stats, results, or client names — never fabricate"]
  },

  "deliverables": [
    {
      "type": "linkedin_ad | email_sequence | landing_page | social_post | blog_post",
      "quantity": 3,
      "format": "Specific format — e.g., '150-word caption, single image'",
      "cta": "Specific CTA text"
    }
  ],

  "constraints": {
    "never_mention": ["Things to avoid — competitors, sensitive topics, claims we can't back up"],
    "required_elements": ["Must-include elements — legal disclaimers, specific URLs, taglines"],
    "brand_voice_file": "brands/[your-agency]/voice.md"
  },

  "measurement": {
    "primary_kpi": "The one metric that defines success",
    "secondary_kpis": ["Supporting metrics to track"],
    "reporting_cadence": "Weekly | Monthly"
  }
}

Brief Creation Process

Step 1: Intake (2 min)

Gather from the user:

  • Goal: What measurable outcome? ("50 trial signups," not "awareness")
  • Audience: Who are we talking to? (check if audience-profile exists from /research)
  • Channel: Where will this run?
  • Budget: What can we spend?
  • Deadline: When does this need to be live?

If any of these are missing, ask before proceeding. Don't guess.

Step 2: Load Context (1 min)

  • Read brands/[your-agency]/voice.md — what is the brand voice?
  • Read memory/marketing-os/campaign-history.md — has this been tried before?
  • If an audience-profile.json exists, load it

Step 3: Build the Brief (5 min)

Fill in every field. Key requirements:

  • audience.voice_of_customer must be real quotes (not paraphrased)
  • messaging.proof_points must be specific numbers
  • deliverables must specify exact format, quantity, and CTA
  • constraints must include what NOT to say

Step 4: Completeness Check

Before presenting:

  • Goal is specific and measurable
  • Audience segment is defined (not "everyone")
  • Core promise is one sentence
  • Key differentiator is stated
  • Proof points have specific numbers
  • Deliverables have format + quantity + CTA
  • Constraints include what NOT to say
  • Brand voice file is referenced
  • Measurement plan exists

Quick-Start

/campaign-brief

Goal: [specific measurable goal]
Audience: [who — or reference an audience profile]
Channel: [where this will run]
Budget: [how much to spend]
Deadline: [when it needs to be live]

What Happens After Approval

The brief feeds directly into:

  • /copywriting — for landing pages and website copy
  • /social-content — for LinkedIn, Twitter, Instagram posts
  • /email-sequence — for nurture sequences

No re-explaining needed. The JSON is the handoff.


Growth Playbook Selection

Before building any brief, check memory/marketing-os/marketing-wisdom.md for the 7 Exponential Growth Playbooks. Match the campaign goal to the right playbook:

If the Goal Is...Use This PlaybookKey Tactic
Acquire new users at scaleFree Tool FlywheelBuild a free tool that generates leads as a byproduct
Win in AI/LLM searchLLM Citation StrategyBecome the cited source — structured data, original research
Dominate a nicheVertical DominationPillar content + case studies + tools for one vertical
Rank for hundreds of keywordsProgrammatic SEO 2.0Template + data at scale: "[Industry] [Service]" pages
Find underserved marketsLanguage ArbitrageTarget non-English markets with dramatically better CTR
Build brand through honesty"Marketing Mistakes" ContentFailure/pain content gets 3-5x higher engagement
Create competitive moatData Network EffectsUser data makes the platform smarter — benchmarks as moat

Incorporate the matching playbook's tactics into the brief's strategy section.


Revenue-First Measurement

Every brief must include a revenue measurement plan. The default measurement section focuses on KPIs — this section forces revenue accountability.

Before filling the measurement section, answer:

  1. What is the minimum ROI this campaign must produce to be worth doing?
  2. How does this campaign connect to revenue? (Direct sale? Pipeline acceleration? Retention?)
  3. What's the conservative revenue projection? (Month 1, Month 3, Month 6)

Measurement hierarchy:

  1. Revenue generated (or influenced)
  2. Pipeline created ($-value of opportunities)
  3. Conversion rate improvements
  4. Engagement metrics (only if 1-3 aren't measurable yet)

Never accept "awareness" as the primary KPI. Push for: "awareness that leads to [measurable action] within [timeframe]."


Activation-Aware Campaigns

If the campaign involves driving users to sign up for a product or trial, the brief MUST address the activation gap (see marketing-wisdom.md Section D).

Add these fields to the brief when applicable:

{
  "activation_plan": {
    "first_value_moment": "What's the first meaningful thing they experience?",
    "time_to_value": "How fast do they get there? (Target: under 5 minutes)",
    "ghost_user_plan": "What happens if they sign up and do nothing?",
    "one_and_done_plan": "What happens if they try once and don't come back?",
    "success_signal": "What action tells us they're activated?"
  }
}

Don't design campaigns that drive signups without an activation plan. A signup that never activates is worse than no signup — it's wasted spend plus a negative brand impression.


Rules

  1. Never skip the audience section. If no research exists, flag it and ask the user for what they know.
  2. Never use vague deliverable specs. "Some social posts" → "3 LinkedIn posts, 150-char caption, single image."
  3. Never leave proof_points empty. Find real numbers or flag "needs research."
  4. Always reference brand-voice.md in constraints.
  5. Always check campaign-history.md — don't repeat what failed.

What's inside

One JSON schema, 4-step creation process, completeness checklist, growth playbook table, and activation-aware campaign fields.

Change this for your project

  • Replace brands/[your-agency]/voice.md with your actual brand voice file path
  • Replace memory/marketing-os/campaign-history.md with your campaign history file path
  • Replace memory/marketing-os/marketing-wisdom.md with your marketing wisdom file path

Where it goes

Save as SKILL.md inside a skill folder. Loaded when the agent selects that skill.

Worth borrowing

  • Requires real voice-of-customer quotes and specific proof points, not paraphrased or vague numbers
  • Forces a revenue measurement plan that rejects 'awareness' as a primary KPI
  • Adds an activation plan for campaigns driving signups, preventing wasted spend on unactivated users

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