campaign-planning
Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics
Best use case
campaign-planning is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics
Teams using campaign-planning should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/campaign-planning/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How campaign-planning Compares
| Feature / Agent | campaign-planning | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Marketing
Discover AI agents for marketing workflows, from SEO and content production to campaign research, outreach, and analytics.
Best AI Agents for Marketing
A curated list of the best AI agents and skills for marketing teams focused on SEO, content systems, outreach, and campaign execution.
SKILL.md Source
# Campaign Planning Skill Frameworks and guidance for planning, structuring, and executing marketing campaigns. ## Campaign Framework: Objective, Audience, Message, Channel, Measure Every campaign should be built on this five-part framework: ### 1. Objective Define what success looks like before planning anything else. - **Awareness**: increase brand or product visibility (measured by reach, impressions, share of voice) - **Consideration**: drive engagement and education (measured by content engagement, email signups, webinar attendance) - **Conversion**: generate leads or sales (measured by signups, demos, purchases, pipeline) - **Retention**: re-engage existing customers (measured by churn reduction, upsell, NPS) - **Advocacy**: turn customers into promoters (measured by referrals, reviews, UGC) Good objectives are SMART: Specific, Measurable, Achievable, Relevant, Time-bound. ### 2. Audience Define who you are trying to reach with enough specificity to guide messaging and channel decisions. - **Demographics**: role/title, seniority, company size, industry - **Psychographics**: motivations, pain points, goals, objections - **Behavioral**: where they consume content, how they buy, what they have engaged with before - **Buying stage**: are they unaware of the problem, researching solutions, or ready to buy? ### 3. Message Craft the core message and supporting points: - **Core message**: one sentence that captures what you want the audience to think, feel, or do - **Supporting messages**: 3-4 points that provide evidence, address objections, or elaborate on benefits - **Proof points**: data, case studies, testimonials, or third-party validation - **Differentiation**: what makes your offering different from alternatives Message hierarchy: 1. Why should I care? (addresses the pain point or opportunity) 2. What is the solution? (positions your offering) 3. Why you? (differentiates from alternatives) 4. What should I do? (call to action) ### 4. Channel Select channels based on where your audience is, not where you are most comfortable. ### 5. Measure Define how you will know the campaign worked. ## Channel Selection Guide ### Owned Channels | Channel | Best For | Typical Metrics | Effort | |---------|----------|----------------|--------| | Blog/Website | SEO, thought leadership, education | Traffic, time on page, conversions | Medium | | Email | Nurture, retention, announcements | Open rate, CTR, conversions | Low-Medium | | Social (organic) | Awareness, community, brand building | Engagement, reach, follower growth | Medium | | Webinars | Education, lead gen, product demos | Registrations, attendance, pipeline | High | | Podcast | Thought leadership, brand awareness | Downloads, subscriber growth | High | ### Earned Channels | Channel | Best For | Typical Metrics | Effort | |---------|----------|----------------|--------| | PR/Media | Awareness, credibility, launches | Coverage, share of voice, referral traffic | High | | Guest content | Audience expansion, SEO, credibility | Referral traffic, backlinks | Medium | | Influencer/Partner | Audience expansion, trust | Reach, engagement, referral conversions | Medium-High | | Community | Awareness, trust, feedback | Mentions, engagement, referral traffic | Medium | | Reviews/Ratings | Credibility, SEO, consideration | Review volume, rating, conversion lift | Low-Medium | ### Paid Channels | Channel | Best For | Typical Metrics | Effort | |---------|----------|----------------|--------| | Search ads (SEM) | High-intent lead capture | CPC, CTR, conversion rate, CPA | Medium | | Social ads | Awareness, retargeting, lead gen | CPM, CPC, CTR, CPA, ROAS | Medium | | Display/Programmatic | Awareness, retargeting | Impressions, CPM, view-through conversions | Low-Medium | | Sponsored content | Thought leadership, lead gen | Engagement, leads, cost per lead | Medium | | Events/Sponsorships | Relationship building, brand | Leads, meetings, pipeline influenced | High | ## Content Calendar Creation ### Calendar Structure | Date | Content Piece | Channel | Audience Segment | Campaign/Theme | Owner | Status | |------|--------------|---------|-------------------|----------------|-------|--------| ### Calendar Planning Process 1. Start with milestones: campaign launch, event dates, product releases, seasonal moments 2. Work backward: what needs to be live and when? 3. Map content to funnel stages 4. Batch by theme: group related content into weekly or bi-weekly themes 5. Balance channels 6. Build in flexibility: leave 20% of calendar slots open ## Budget Allocation Approaches ### Channel Allocation Framework | Category | Percentage of Budget | Examples | |----------|---------------------|----------| | Paid acquisition | 30-40% | Search ads, social ads, display | | Content production | 20-30% | Blog, video, design, ebooks | | Events and sponsorships | 10-20% | Conferences, webinars, meetups | | Tools and technology | 10-15% | Analytics, automation, CRM | | Testing and experimentation | 5-10% | New channels, A/B tests, pilots | ### Budget Optimization Principles - Start with your highest-confidence channel and allocate 60-70% of paid budget there - Reserve 15-20% for testing new channels or tactics - Shift budget monthly based on performance data - Include a 10-15% contingency for unexpected opportunities ## Success Metrics by Campaign Type ### Lead Generation Campaign | Metric | What It Measures | |--------|-----------------| | Total leads | Volume of new contacts | | Marketing qualified leads (MQLs) | Leads meeting quality threshold | | Cost per lead (CPL) | Efficiency of spend | | Lead-to-MQL conversion rate | Quality of leads generated | | Pipeline influenced | Revenue opportunity created | ### Product Launch Campaign | Metric | What It Measures | |--------|-----------------| | Signups or trials | Adoption of new product | | Activation rate | Users who complete key first action | | Media coverage | Earned media hits | | Social buzz | Mentions, shares, engagement spike | | Feature adoption | Usage of specific launched features |
Related Skills
external-drive-ingest-planning
Plan safe external-drive ingests into repo-aligned storage such as /mnt/ace: read-only mounts, manifests, staged rsync, dedupe-merge gates, GitHub issue traceability, and governance/execution split.
planning-lane-cross-review-permission-fallback
Handle overnight planning-only lanes where plan revision/editing works but real cross-provider review dispatch is permission-blocked.
overnight-planning-noop-run-salvage
Recover when unattended overnight Codex planning runs exit 0 but produce no required artifacts; salvage the wave by auditing existing plan state, generating missing summary artifacts manually, and preserving morning monitoring surfaces.
large-parallel-planning-wave-environment-failure-handoff
Handle large pre-plan-review planning waves that succeed analytically but fail to persist artifacts due to quota exhaustion, sandbox write failures, or cancelled GitHub mutations.
github-visual-planning-issues
Create review-friendly GitHub planning issues that supersede stale/seasonal issues and include source-backed image thumbnails for faster human review.
planning-goal
Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives. Use for multi-step tasks with dependencies, adaptive replanning, complex deployment workflows, or when a high-level goal needs systematic breakdown into achievable actions.
planning-code-goal
Code-centric Goal-Oriented Action Planning integrated with SPARC methodology. Use for feature implementation planning, performance optimization goals, testing strategy development, or any software development objective requiring systematic breakdown with measurable success criteria.
issue-planning-mode
Mandatory planning workflow for ALL GitHub issues — plan, review, approve, then implement.
gh-work-planning
Canonical GitHub issue planning route — issue intake, strengthened resource intelligence, repo-tracked plan artifact, adversarial review, GitHub progress posting, future-issue capture, explicit approval gate before execution, and execution-ready delegation packaging for Codex agent teams.
gh-work-planning-checklist
Compact live-execution checklist companion for the canonical gh-work-planning route. Use for fast operational tracking during issue planning without replacing the full route.
continuous-planning-pipeline
Maintain a standing day/night GitHub issue pipeline so agents always have planned, reviewed, user-approved work for overnight execution and next-day QA/approval.
corporate-tax-strategic-planning
Reverse-engineer target tax outcomes, model multi-year retained earnings and R&D funding, and produce strategic tax analysis for small C-Corps. Covers deduction gap analysis, capital source modeling, §174 R&D amortization timing, NOL carryforward projections, and loan structure optimization.