Create marketing agents (cs-content-creator, cs-demand-gen-specialist)

[alirezarezvani]

Summary

Implement 2 marketing domain agents that integrate with existing marketing skills.

Context

This is Phase 2.1 of the Skill-Agent Integration implementation plan. These agents provide specialized workflows for content creation and demand generation/acquisition.

Reference: documentation/implementation/implementation-plan-november-2025.md (Phase 2.1)

Tasks

cs-content-creator

• Create agents/marketing/cs-content-creator.md with complete structure
• Add YAML frontmatter (name, description, skills, domain, model, tools)
• Document skill integration section with relative path: ../../marketing-skill/content-creator/
• Add Python tool invocation examples:
  • brand_voice_analyzer.py integration
  • seo_optimizer.py integration
• Document 3 core workflows:
  • Workflow 1: Create blog post with SEO optimization
  • Workflow 2: Create social media campaign
  • Workflow 3: Analyze brand voice
• Add knowledge base references (brand_guidelines.md, content_frameworks.md, social_media_optimization.md)
• Include integration examples and success metrics

cs-demand-gen-specialist

• Create agents/marketing/cs-demand-gen-specialist.md with complete structure
• Add YAML frontmatter
• Document skill integration section: ../../marketing-skill/marketing-demand-acquisition/
• Add Python tool invocation: campaign_analyzer.py
• Document workflows: Lead gen campaigns, conversion optimization, funnel analysis
• Add knowledge base references
• Include integration examples

Testing

• All relative paths resolve correctly (../../ references work)
• Python tools execute successfully from agent context
• Knowledge bases load correctly
• YAML frontmatter validates
• Workflow sections are comprehensive and actionable
• No broken links
• Files pass markdown linting

Dependencies

• Depends on: Issue Create root-level directory structure for agent integration #8 (directory structure must exist)
• Related: Issue Port core standards from claude-code-skills-factory #9 (standards for reference)

Related

• Milestone: Skill-Agent Integration v1.0
• Phase: 2.1 (Day 2)
• Estimated time: 4 hours
• Next: Issue Create C-level advisory agents (cs-ceo-advisor, cs-cto-advisor) #12 - Create C-level agents

[alirezarezvani]

🎯 Ready to Start - Day 2

Prerequisites Complete:

• ✅ Day 1 Foundation finished
• ✅ Directory structure created (agents/marketing/)
• ✅ Standards library available
• ✅ Sprint plan updated

Next Steps:
This issue is now ready to start as Day 2 of the sprint.

Tasks:

1. Create agents/marketing/cs-content-creator.md (2 hours)
2. Create agents/marketing/cs-demand-gen-specialist.md (2 hours)

Reference:

• Sprint Plan: documentation/delivery/sprint-11-05-2025/plan.md
• Standards: standards/ directory
• Agent Template: Will be created in Issue Create agent structure template and creation guide #14

Status: Ready to begin when Day 2 starts.

[alirezarezvani]

🚀 Ready to Start - Day 2: Marketing Agents

Prerequisites: ✅ All Complete

Foundation Work Complete (Day 1)

• ✅ Directory structure created (agents/, commands/, standards/, templates/)
• ✅ Standards library ported (5 standards files)
• ✅ Commits: e8af39a, 0923285

Documentation Refactoring Complete (Major Milestone)

• ✅ Main CLAUDE.md refactored from 491 to 164 lines (66% reduction)
• ✅ 9 domain-specific CLAUDE.md files created
• ✅ Auto-documentation system (PROGRESS.md) implemented
• ✅ Commits: 706da02, 8501de3, 221ab34

Sprint Progress

• Tasks Complete: 20/30 (67%) 🎉 Ahead of schedule
• Issues Closed: 2/8 (25%)
• Files Created: 29 total
• Commits: 5 total

Ready for Day 2

This issue is now ready to start. Day 2 will create:

1. cs-content-creator agent - Marketing content creation workflows
2. cs-demand-gen-specialist agent - Demand generation and acquisition

Estimated Duration: 4 hours
GitHub Issue: #11

See comprehensive progress tracking in:

• Sprint Plan
• Sprint Progress

[alirezarezvani]

✅ Day 2 Complete - Marketing Agents Delivered

Completion Time: November 5, 2025 22:15 UTC
Duration: 3.5 hours
Status: Both marketing agents production-ready

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📦 Deliverables

1. cs-content-creator Agent

• File: agents/marketing/cs-content-creator.md (327 lines)
• Purpose: AI-powered content creation specialist for brand voice consistency and SEO optimization
• Features:
  • 4 complete workflows (blog creation, multi-platform adaptation, content audit, campaign planning)
  • Brand voice analysis integration (brand_voice_analyzer.py)
  • SEO optimization integration (seo_optimizer.py)
  • Platform-specific best practices (LinkedIn, Twitter, Instagram, Facebook, TikTok)
• Success Metrics: 80%+ brand consistency, 75+ SEO score average

2. cs-demand-gen-specialist Agent

• File: agents/marketing/cs-demand-gen-specialist.md (289 lines)
• Purpose: Demand generation and customer acquisition specialist
• Features:
  • 4 complete workflows (multi-channel campaigns, funnel analysis, channel benchmarking, lead magnets)
  • CAC calculation integration (calculate_cac.py)
  • Conversion optimization frameworks
  • Multi-channel acquisition strategies
• Success Metrics: 20-30% MOM growth, 15-20% CAC reduction

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✅ Quality Validation

All acceptance criteria met:

• ✅ YAML frontmatter with all required fields (name, description, skills, domain, model, tools)
• ✅ cs-* prefix naming convention followed
• ✅ Relative paths (../../marketing-skill/) tested and validated
• ✅ 8 complete workflows documented (4 per agent)
• ✅ 3 Python tools integrated and verified
• ✅ Integration examples with real bash scripts
• ✅ Success metrics defined for each agent
• ✅ Related agents cross-referenced

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📊 Sprint Progress

Tasks Completed Today: 9/9 (100%)
Overall Sprint Progress: 29/30 tasks (97%)
Days Complete: 2/6 (33%)

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💾 Commits

• a26baa8 - feat(agents): Implement cs-content-creator and cs-demand-gen-specialist agents
• d489786 - docs(sprint): Update PROGRESS.md with Day 2 completion
• 9d20d1d - docs(sprint): Update plan.md with Day 2 completion

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🎯 Impact

Marketing Teams Can Now:

• Automate content creation with consistent brand voice
• Optimize all content for SEO before publishing
• Adapt content for multiple platforms efficiently
• Track and optimize customer acquisition costs
• Analyze and improve conversion funnels
• Benchmark performance across acquisition channels

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📚 Documentation

Complete progress tracking available in:

• Sprint Plan
• Sprint Progress
• cs-content-creator Agent
• cs-demand-gen-specialist Agent

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Next: Day 3 - C-Level Agents (cs-ceo-advisor, cs-cto-advisor)