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Product & Creative Workflows

Version: 1.0.0 Last Updated: December 12, 2025 Total Workflows: 50 (10 per category)

Product Management​

1. customer-discovery-interview-analysis​

  • Description: Process customer interviews, extract insights, identify patterns, generate opportunity themes for product roadmap.
  • Trigger: /discover-customers or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: product-manager, research-analyst, data-analyst
    • Commands: /analyze-interviews, /extract-insights
  • Steps:
    1. Upload interview transcripts - product-manager - aggregate raw data
    2. Extract key quotes and pain points - research-analyst - identify customer needs
    3. Categorize insights by theme - data-analyst - pattern recognition
    4. Prioritize opportunities by impact/frequency - product-manager - roadmap input
    5. Generate opportunity brief - product-manager - actionable summary
  • Tags: discovery, research, customer-insights, product-strategy

2. feature-prioritization-scoring​

  • Description: Score and rank feature requests using RICE framework (Reach, Impact, Confidence, Effort) for data-driven roadmap decisions.
  • Trigger: /prioritize-features or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: product-manager, data-analyst
    • Commands: /score-features, /generate-roadmap
  • Steps:
    1. Import feature requests from backlog - product-manager - collect candidates
    2. Estimate reach metrics - data-analyst - calculate user impact
    3. Score impact and confidence - product-manager - qualitative assessment
    4. Estimate engineering effort - product-manager - resource planning
    5. Calculate RICE scores and rank - data-analyst - final prioritization
    6. Export prioritized roadmap - product-manager - stakeholder communication
  • Tags: prioritization, roadmap, RICE, backlog-management

3. product-requirement-document-generation​

  • Description: Create comprehensive PRD with user stories, acceptance criteria, success metrics, and technical requirements.
  • Trigger: /create-prd or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: product-manager, technical-writer, qa-analyst
    • Commands: /generate-prd, /validate-requirements
  • Steps:
    1. Define problem statement and goals - product-manager - strategic context
    2. Write user stories with personas - product-manager - user perspective
    3. Define acceptance criteria - qa-analyst - quality gates
    4. Specify technical requirements - product-manager - engineering constraints
    5. Define success metrics and KPIs - data-analyst - measurement framework
    6. Review and validate completeness - technical-writer - documentation quality
  • Tags: requirements, PRD, user-stories, documentation

4. competitive-analysis-report​

  • Description: Analyze competitor products, features, pricing, positioning to identify gaps and opportunities for differentiation.
  • Trigger: /analyze-competitors or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: product-manager, research-analyst, market-analyst
    • Commands: /research-competitors, /generate-analysis
  • Steps:
    1. Identify key competitors - market-analyst - competitive landscape
    2. Analyze feature sets - product-manager - capability comparison
    3. Compare pricing and packaging - market-analyst - value proposition
    4. Assess market positioning - market-analyst - strategic positioning
    5. Identify gaps and opportunities - product-manager - differentiation strategy
    6. Generate executive summary - research-analyst - stakeholder report
  • Tags: competitive-analysis, market-research, strategy, positioning

5. product-roadmap-quarterly-planning​

  • Description: Create quarterly roadmap with themes, initiatives, milestones, and resource allocation aligned to company OKRs.
  • Trigger: /plan-quarter or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: product-manager, project-manager, resource-planner
    • Commands: /create-roadmap, /align-okrs
  • Steps:
    1. Review company OKRs - product-manager - strategic alignment
    2. Define quarterly themes - product-manager - focus areas
    3. Map features to themes - product-manager - initiative planning
    4. Estimate effort and dependencies - project-manager - capacity planning
    5. Allocate team resources - resource-planner - assignment
    6. Define milestones and success criteria - product-manager - measurement
    7. Generate roadmap visualization - project-manager - communication
  • Tags: roadmap, planning, OKRs, quarterly-planning

6. product-launch-checklist-execution​

  • Description: Execute comprehensive launch plan with marketing, sales enablement, customer success, and engineering coordination.
  • Trigger: /launch-product or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: product-manager, marketing-manager, qa-analyst, devops-engineer
    • Commands: /execute-launch, /validate-readiness
  • Steps:
    1. Validate feature completeness - qa-analyst - quality assurance
    2. Review launch materials (blog, docs, demos) - marketing-manager - content readiness
    3. Enable sales team with training - product-manager - enablement
    4. Configure analytics and monitoring - devops-engineer - observability
    5. Execute deployment - devops-engineer - release
    6. Monitor early adoption metrics - data-analyst - performance tracking
    7. Collect initial feedback - product-manager - iteration planning
  • Tags: launch, go-to-market, deployment, coordination

7. user-feedback-synthesis-sprint​

  • Description: Aggregate feedback from support tickets, reviews, surveys, and NPS to identify top issues and improvement areas.
  • Trigger: /synthesize-feedback or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: product-manager, data-analyst, research-analyst
    • Commands: /aggregate-feedback, /identify-themes
  • Steps:
    1. Collect feedback from all channels - research-analyst - data aggregation
    2. Categorize by theme (bugs, requests, praise) - data-analyst - classification
    3. Quantify frequency and impact - data-analyst - prioritization scoring
    4. Identify quick wins vs. strategic initiatives - product-manager - roadmap integration
    5. Generate feedback report - research-analyst - stakeholder communication
  • Tags: feedback, user-research, iteration, continuous-improvement

8. product-analytics-dashboard-setup​

  • Description: Configure analytics tracking for new feature with events, funnels, cohorts, and automated reporting.
  • Trigger: /setup-analytics or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: product-manager, data-analyst, devops-engineer
    • Commands: /configure-tracking, /create-dashboard
  • Steps:
    1. Define key metrics and KPIs - product-manager - measurement framework
    2. Specify tracking events - data-analyst - instrumentation plan
    3. Implement event tracking - devops-engineer - technical implementation
    4. Create dashboards and alerts - data-analyst - visualization
    5. Validate data accuracy - qa-analyst - quality assurance
    6. Document metric definitions - technical-writer - knowledge sharing
  • Tags: analytics, metrics, tracking, dashboards

9. feature-iteration-experiment-design​

  • Description: Design A/B test or multivariate experiment to validate feature hypothesis with sample size, metrics, and success criteria.
  • Trigger: /design-experiment or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: product-manager, data-analyst, qa-analyst
    • Commands: /create-experiment, /calculate-sample-size
  • Steps:
    1. Define hypothesis and variants - product-manager - experiment design
    2. Select primary and secondary metrics - data-analyst - measurement
    3. Calculate required sample size - data-analyst - statistical power
    4. Define success criteria - product-manager - decision framework
    5. Implement experiment configuration - devops-engineer - technical setup
    6. Create monitoring dashboard - data-analyst - real-time tracking
  • Tags: experimentation, A/B-testing, validation, data-driven

10. product-sunset-migration-plan​

  • Description: Plan deprecation of legacy feature with user migration path, communication timeline, and data retention strategy.
  • Trigger: /sunset-feature or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: product-manager, customer-success-manager, devops-engineer
    • Commands: /create-sunset-plan, /migrate-users
  • Steps:
    1. Analyze current usage and user segments - data-analyst - impact assessment
    2. Design migration path to alternative - product-manager - transition strategy
    3. Create communication timeline - marketing-manager - user notification
    4. Develop migration tools/scripts - devops-engineer - automation
    5. Execute phased rollout - product-manager - staged deprecation
    6. Monitor user migration progress - customer-success-manager - support
    7. Archive data and decommission - devops-engineer - cleanup
  • Tags: sunset, deprecation, migration, lifecycle-management

Workflow Phases​

Phase 1: Initialization​

Set up prerequisites and validate inputs.

Phase 2: Processing​

Execute the main workflow steps.

Phase 3: Verification​

Validate outputs and confirm completion.

Phase 4: Finalization​

Clean up and generate reports.

Game Development​

11. game-design-document-creation​

  • Description: Create comprehensive GDD with core mechanics, progression systems, economy, narrative, and technical requirements.
  • Trigger: /create-gdd or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: game-designer, narrative-designer, technical-writer
    • Commands: /generate-gdd, /validate-design
  • Steps:
    1. Define core gameplay loop - game-designer - fundamental mechanics
    2. Design progression and unlock systems - game-designer - player retention
    3. Specify game economy and balancing - game-designer - monetization strategy
    4. Write narrative and world-building - narrative-designer - story framework
    5. Document technical constraints - game-designer - engine limitations
    6. Create visual reference boards - art-director - aesthetic direction
    7. Review for completeness - technical-writer - documentation quality
  • Tags: game-design, GDD, mechanics, documentation

12. rapid-prototype-playtest-iteration​

  • Description: Build playable prototype, conduct internal playtest, collect feedback, iterate on core mechanics in rapid cycles.
  • Trigger: /prototype-playtest or manual
  • Complexity: moderate
  • Duration: 30m+
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: game-designer, qa-analyst, game-developer
    • Commands: /build-prototype, /analyze-playtest
  • Steps:
    1. Build minimum playable prototype - game-developer - core mechanic proof
    2. Define playtest objectives - game-designer - focus areas
    3. Conduct playtest session - qa-analyst - structured observation
    4. Collect qualitative feedback - research-analyst - player insights
    5. Analyze metrics (engagement, retention) - data-analyst - quantitative analysis
    6. Prioritize iteration changes - game-designer - design refinement
    7. Implement and retest - game-developer - rapid iteration
  • Tags: prototyping, playtesting, iteration, game-mechanics

13. character-ability-balancing​

  • Description: Balance character stats, abilities, cooldowns using simulation, playtesting, and win-rate analysis for competitive fairness.
  • Trigger: /balance-characters or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: game-designer, data-analyst, qa-analyst
    • Commands: /simulate-balance, /analyze-winrates
  • Steps:
    1. Define balancing philosophy - game-designer - design principles
    2. Collect win-rate and usage data - data-analyst - statistical baseline
    3. Run Monte Carlo simulations - data-analyst - outcome modeling
    4. Identify outlier characters/abilities - game-designer - problem identification
    5. Propose balance adjustments - game-designer - tuning recommendations
    6. Playtest changes internally - qa-analyst - validation
    7. Deploy and monitor impact - game-designer - live evaluation
  • Tags: balance, game-design, simulation, competitive

14. level-design-pipeline-automation​

  • Description: Automate level creation workflow from blockout to lighting with asset placement, optimization, and quality checks.
  • Trigger: /automate-level-design or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: level-designer, technical-artist, qa-analyst
    • Commands: /generate-blockout, /optimize-level
  • Steps:
    1. Generate procedural blockout - level-designer - spatial layout
    2. Place core gameplay elements - level-designer - encounter design
    3. Auto-populate environmental assets - technical-artist - art pass
    4. Optimize collision and navmesh - technical-artist - performance
    5. Configure lighting and post-processing - technical-artist - visual polish
    6. Run performance profiling - qa-analyst - frame rate validation
    7. Generate playtest heatmaps - data-analyst - player flow analysis
  • Tags: level-design, automation, pipeline, optimization

15. game-economy-simulation-tuning​

  • Description: Simulate in-game economy with currency sources/sinks, progression pacing, and monetization balance over player lifecycle.
  • Trigger: /simulate-economy or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: game-designer, data-analyst, monetization-specialist
    • Commands: /run-economy-sim, /analyze-pacing
  • Steps:
    1. Define economy parameters (earn rates, costs) - game-designer - system design
    2. Model player archetypes (F2P, whale, dolphin) - monetization-specialist - segmentation
    3. Run 10,000+ player simulations - data-analyst - Monte Carlo modeling
    4. Analyze progression pacing curves - game-designer - retention optimization
    5. Identify exploitation vectors - game-designer - exploit prevention
    6. Tune currency balance - game-designer - economic health
    7. Validate with playtest data - qa-analyst - real-world verification
  • Tags: economy, simulation, monetization, balance

16. multiplayer-netcode-stress-test​

  • Description: Test multiplayer synchronization, latency compensation, and server capacity under load with automated bot scenarios.
  • Trigger: /test-netcode or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: qa-analyst, devops-engineer, game-developer
    • Commands: /stress-test-servers, /analyze-netcode
  • Steps:
    1. Configure test environment - devops-engineer - infrastructure setup
    2. Generate AI bot players - game-developer - load simulation
    3. Execute stress test scenarios - qa-analyst - concurrent users
    4. Monitor latency and packet loss - devops-engineer - network metrics
    5. Identify desync and rubber-banding - qa-analyst - quality issues
    6. Analyze server resource usage - devops-engineer - capacity planning
    7. Generate optimization recommendations - game-developer - performance tuning
  • Tags: multiplayer, netcode, stress-testing, performance

17. game-launch-marketing-campaign​

  • Description: Coordinate launch campaign with trailer release, influencer outreach, press kit distribution, and community activation.
  • Trigger: /launch-game or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: marketing-manager, community-manager, content-creator
    • Commands: /execute-campaign, /coordinate-influencers
  • Steps:
    1. Create launch trailer and assets - content-creator - video production
    2. Build press kit and media materials - marketing-manager - journalist outreach
    3. Coordinate influencer partnerships - marketing-manager - creator network
    4. Schedule social media campaign - community-manager - audience engagement
    5. Execute Steam/console store optimization - marketing-manager - discoverability
    6. Monitor launch day metrics - data-analyst - performance tracking
    7. Engage with community feedback - community-manager - reputation management
  • Tags: launch, marketing, campaign, community

18. live-ops-event-management​

  • Description: Plan and execute limited-time in-game event with new content, rewards, progression, and performance monitoring.
  • Trigger: /manage-event or manual
  • Complexity: moderate
  • Duration: 30m+
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: game-designer, devops-engineer, data-analyst
    • Commands: /create-event, /monitor-event
  • Steps:
    1. Design event mechanics and rewards - game-designer - engagement hook
    2. Create event content (levels, challenges) - game-designer - new experiences
    3. Configure event parameters (duration, difficulty) - game-designer - tuning
    4. Implement server-side configuration - devops-engineer - deployment
    5. Test event flow end-to-end - qa-analyst - quality assurance
    6. Launch and monitor participation - data-analyst - engagement metrics
    7. Analyze event performance and ROI - game-designer - post-mortem
  • Tags: live-ops, events, engagement, retention

19. player-behavior-analytics-dashboard​

  • Description: Configure analytics to track player retention, session length, churn points, and monetization funnels with automated alerts.
  • Trigger: /setup-game-analytics or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: data-analyst, game-designer, devops-engineer
    • Commands: /configure-game-tracking, /create-game-dashboard
  • Steps:
    1. Define key player metrics (DAU, retention, ARPU) - game-designer - KPI framework
    2. Implement event tracking - devops-engineer - instrumentation
    3. Create cohort analysis dashboards - data-analyst - segmentation
    4. Configure churn prediction models - data-analyst - ML modeling
    5. Set up automated alerts - data-analyst - proactive monitoring
    6. Generate weekly executive reports - data-analyst - stakeholder communication
  • Tags: analytics, player-behavior, retention, monetization

20. game-community-moderation-workflow​

  • Description: Establish community guidelines, moderation tools, escalation process, and toxicity detection for healthy player ecosystem.
  • Trigger: /setup-moderation or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: community-manager, moderator, data-analyst
    • Commands: /configure-moderation, /train-toxicity-model
  • Steps:
    1. Define community guidelines and rules - community-manager - policy creation
    2. Configure automated toxicity detection - data-analyst - ML filtering
    3. Establish escalation tiers (warning, mute, ban) - community-manager - enforcement policy
    4. Train moderation team - community-manager - onboarding
    5. Implement reporting tools - devops-engineer - user reporting
    6. Monitor moderation metrics - data-analyst - policy effectiveness
    7. Iterate on guidelines based on trends - community-manager - policy refinement
  • Tags: community, moderation, toxicity, player-safety

Content Creation​

21. blog-post-seo-optimization​

  • Description: Write SEO-optimized blog post with keyword research, outline generation, content writing, and on-page optimization.
  • Trigger: /create-blog-post or manual
  • Complexity: moderate
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: content-writer, seo-specialist, editor
    • Commands: /research-keywords, /generate-outline, /optimize-seo
  • Steps:
    1. Conduct keyword research - seo-specialist - search intent analysis
    2. Generate content outline - content-writer - structure planning
    3. Write draft with target keywords - content-writer - content creation
    4. Optimize meta tags and headings - seo-specialist - on-page SEO
    5. Add internal/external links - seo-specialist - link building
    6. Edit for clarity and readability - editor - quality review
    7. Format with images and CTAs - content-writer - visual enhancement
  • Tags: blogging, SEO, content-writing, optimization

22. video-script-storyboard-production​

  • Description: Create video script with hook, narrative arc, call-to-action, and visual storyboard for efficient production workflow.
  • Trigger: /create-video-script or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: content-writer, video-producer, creative-director
    • Commands: /generate-script, /create-storyboard
  • Steps:
    1. Define video objective and audience - creative-director - strategic planning
    2. Write hook (first 5 seconds) - content-writer - attention capture
    3. Develop narrative arc and key points - content-writer - storytelling
    4. Add call-to-action - content-writer - conversion optimization
    5. Create shot-by-shot storyboard - video-producer - visual planning
    6. Estimate production requirements - video-producer - resource allocation
    7. Review and approve - creative-director - quality gate
  • Tags: video, scripting, storyboard, production-planning

23. podcast-episode-workflow-automation​

  • Description: Automate podcast production from recording to distribution with editing, transcription, show notes, and multi-platform publishing.
  • Trigger: /produce-podcast or manual
  • Complexity: moderate
  • Duration: 30m+
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: audio-producer, content-writer, distribution-manager
    • Commands: /edit-audio, /generate-transcript, /publish-episode
  • Steps:
    1. Record and upload raw audio - audio-producer - content capture
    2. Auto-remove silence and normalize audio - audio-producer - post-processing
    3. Generate AI transcription - content-writer - accessibility
    4. Write show notes with timestamps - content-writer - episode summary
    5. Create episode artwork - graphic-designer - visual branding
    6. Publish to podcast platforms - distribution-manager - distribution
    7. Generate social media clips - video-producer - promotional content
  • Tags: podcast, audio-production, automation, distribution

24. social-media-content-calendar​

  • Description: Plan 30-day social media calendar with post ideas, hashtags, scheduling, and cross-platform optimization.
  • Trigger: /plan-social-calendar or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: social-media-manager, content-writer, graphic-designer
    • Commands: /generate-calendar, /schedule-posts
  • Steps:
    1. Analyze audience engagement patterns - data-analyst - optimal timing
    2. Brainstorm content themes and campaigns - social-media-manager - strategic planning
    3. Generate post copy variations - content-writer - messaging
    4. Create visual assets (images, graphics) - graphic-designer - creative production
    5. Research trending hashtags - seo-specialist - discoverability
    6. Schedule posts across platforms - social-media-manager - distribution
    7. Set up performance tracking - data-analyst - analytics
  • Tags: social-media, content-calendar, scheduling, engagement

25. newsletter-design-send-workflow​

  • Description: Design email newsletter with content curation, template design, A/B testing, and automated sending with analytics.
  • Trigger: /send-newsletter or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: email-marketer, content-writer, graphic-designer
    • Commands: /curate-content, /design-email, /send-campaign
  • Steps:
    1. Curate relevant content and articles - content-writer - value delivery
    2. Write compelling subject lines (A/B variants) - email-marketer - open rate optimization
    3. Design email template - graphic-designer - visual layout
    4. Add personalization tokens - email-marketer - recipient engagement
    5. Configure A/B test parameters - data-analyst - experimentation
    6. Send to segmented lists - email-marketer - targeted distribution
    7. Monitor open/click rates - data-analyst - performance tracking
  • Tags: email-marketing, newsletter, automation, analytics

26. ebook-lead-magnet-creation​

  • Description: Create downloadable ebook lead magnet with content research, writing, design, landing page, and conversion tracking.
  • Trigger: /create-ebook or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: content-writer, graphic-designer, marketing-manager
    • Commands: /write-ebook, /design-layout, /create-landing-page
  • Steps:
    1. Research topic and competitive offerings - research-analyst - market analysis
    2. Create detailed outline - content-writer - structure planning
    3. Write content chapters - content-writer - value creation
    4. Design ebook layout and branding - graphic-designer - visual production
    5. Export to PDF with interactive elements - graphic-designer - final formatting
    6. Create landing page with form - marketing-manager - lead capture
    7. Configure email automation - email-marketer - lead nurturing
    8. Track conversion metrics - data-analyst - ROI measurement
  • Tags: lead-generation, ebook, content-marketing, conversion

27. youtube-video-optimization-workflow​

  • Description: Optimize YouTube video with title/description, tags, thumbnail A/B testing, cards, end screens, and promotion strategy.
  • Trigger: /optimize-youtube-video or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: video-producer, seo-specialist, graphic-designer
    • Commands: /optimize-video-metadata, /design-thumbnail
  • Steps:
    1. Research keyword opportunities - seo-specialist - search optimization
    2. Write click-worthy title (under 60 chars) - content-writer - CTR optimization
    3. Craft detailed description with timestamps - content-writer - watch time
    4. Design custom thumbnail variants - graphic-designer - A/B testing
    5. Add cards and end screens - video-producer - engagement features
    6. Configure tags and categories - seo-specialist - discoverability
    7. Promote across social channels - social-media-manager - distribution
    8. Monitor analytics (CTR, watch time) - data-analyst - performance tracking
  • Tags: youtube, video-optimization, SEO, engagement

28. content-repurposing-pipeline​

  • Description: Transform single content piece (blog post) into multiple formats: video, podcast, infographic, social posts, newsletter.
  • Trigger: /repurpose-content or manual
  • Complexity: moderate
  • Duration: 30m+
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: content-writer, video-producer, graphic-designer, audio-producer
    • Commands: /extract-key-points, /generate-variations
  • Steps:
    1. Identify source content for repurposing - content-writer - asset selection
    2. Extract key points and quotes - content-writer - core message
    3. Create video script adaptation - video-producer - video format
    4. Record audio podcast version - audio-producer - audio format
    5. Design infographic summary - graphic-designer - visual format
    6. Generate social media snippets - social-media-manager - micro-content
    7. Schedule distribution across channels - distribution-manager - multi-platform
  • Tags: content-repurposing, efficiency, multi-format, distribution

29. influencer-collaboration-workflow​

  • Description: Coordinate influencer partnership from outreach to content creation, review, publishing, and performance tracking.
  • Trigger: /manage-influencer-collab or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: marketing-manager, content-writer, legal-reviewer
    • Commands: /reach-influencers, /track-campaign
  • Steps:
    1. Identify relevant influencers - marketing-manager - audience alignment
    2. Send outreach and negotiate terms - marketing-manager - partnership setup
    3. Draft collaboration brief - content-writer - creative direction
    4. Review legal/compliance requirements - legal-reviewer - contract validation
    5. Coordinate content creation - marketing-manager - production management
    6. Review and approve content - marketing-manager - brand safety
    7. Track campaign metrics (reach, engagement) - data-analyst - ROI measurement
  • Tags: influencer-marketing, partnerships, collaboration, tracking

30. webinar-production-management​

  • Description: Plan and execute live webinar with registration page, presentation slides, Q&A moderation, recording, and follow-up sequence.
  • Trigger: /produce-webinar or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: event-manager, content-writer, video-producer, email-marketer
    • Commands: /create-registration-page, /produce-webinar
  • Steps:
    1. Create registration landing page - marketing-manager - lead capture
    2. Design presentation slides - content-writer - content development
    3. Set up webinar platform (Zoom, WebinarJam) - event-manager - technical setup
    4. Send reminder email sequence - email-marketer - attendance optimization
    5. Moderate live Q&A - event-manager - audience engagement
    6. Record and edit webinar - video-producer - post-production
    7. Send follow-up with replay link - email-marketer - lead nurturing
    8. Analyze attendance and engagement - data-analyst - performance review
  • Tags: webinar, events, live-production, lead-generation

Design Systems​

31. component-library-initialization​

  • Description: Bootstrap design system with foundational components (buttons, inputs, cards), documentation, and versioning strategy.
  • Trigger: /init-design-system or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: design-systems-architect, ui-designer, frontend-developer
    • Commands: /create-component-library, /generate-docs
  • Steps:
    1. Define design principles and philosophy - design-systems-architect - strategic foundation
    2. Audit existing UI patterns - ui-designer - inventory analysis
    3. Create foundational components (atoms) - ui-designer - base building blocks
    4. Build composite components (molecules) - ui-designer - pattern composition
    5. Document component usage guidelines - technical-writer - adoption enablement
    6. Implement in code (React, Vue, etc.) - frontend-developer - engineering
    7. Set up versioning and changelog - design-systems-architect - governance
  • Tags: design-systems, component-library, documentation, governance

32. design-token-management​

  • Description: Define and manage design tokens (colors, typography, spacing) with multi-platform export (web, iOS, Android).
  • Trigger: /manage-design-tokens or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: design-systems-architect, ui-designer, frontend-developer
    • Commands: /define-tokens, /export-tokens
  • Steps:
    1. Define token taxonomy (color, typography, spacing) - design-systems-architect - structure
    2. Create token values in design tool (Figma) - ui-designer - visual definition
    3. Export tokens to JSON - design-systems-architect - data format
    4. Transform for web (CSS variables) - frontend-developer - web platform
    5. Transform for iOS (Swift) - mobile-developer - iOS platform
    6. Transform for Android (XML) - mobile-developer - Android platform
    7. Version control and publish - design-systems-architect - distribution
  • Tags: design-tokens, theming, multi-platform, automation

33. style-guide-documentation-generation​

  • Description: Auto-generate living style guide with component examples, usage guidelines, accessibility notes, and code snippets.
  • Trigger: /generate-style-guide or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: technical-writer, ui-designer, frontend-developer
    • Commands: /document-components, /generate-examples
  • Steps:
    1. Extract component metadata - frontend-developer - introspection
    2. Generate usage examples - frontend-developer - demonstration code
    3. Document accessibility requirements - accessibility-specialist - WCAG compliance
    4. Create visual component gallery - ui-designer - visual reference
    5. Add code snippets and props tables - technical-writer - developer docs
    6. Configure search and navigation - technical-writer - usability
    7. Deploy to hosting (Netlify, Vercel) - devops-engineer - publication
  • Tags: documentation, style-guide, living-documentation, accessibility

34. design-asset-management-workflow​

  • Description: Organize design assets (icons, illustrations, photos) with tagging, version control, and multi-format export automation.
  • Trigger: /manage-design-assets or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: design-operations-manager, ui-designer, frontend-developer
    • Commands: /organize-assets, /export-formats
  • Steps:
    1. Import assets to DAM system (Figma, Abstract) - design-operations-manager - centralization
    2. Tag with metadata (category, usage, license) - ui-designer - searchability
    3. Optimize file sizes - graphic-designer - performance
    4. Export in multiple formats (SVG, PNG, WebP) - graphic-designer - platform compatibility
    5. Generate sprite sheets and icon fonts - frontend-developer - web optimization
    6. Version control with git - design-operations-manager - change tracking
    7. Publish to CDN - devops-engineer - global distribution
  • Tags: asset-management, design-ops, optimization, version-control

35. accessibility-audit-remediation​

  • Description: Audit design system for WCAG 2.1 AA compliance with color contrast, keyboard navigation, screen reader testing, and fixes.
  • Trigger: /audit-accessibility or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: accessibility-specialist, qa-analyst, frontend-developer
    • Commands: /run-accessibility-scan, /generate-remediation-plan
  • Steps:
    1. Run automated accessibility scan (axe, Lighthouse) - qa-analyst - baseline assessment
    2. Manual keyboard navigation testing - accessibility-specialist - interaction testing
    3. Screen reader compatibility testing (NVDA, JAWS) - accessibility-specialist - assistive tech
    4. Check color contrast ratios - ui-designer - visual compliance
    5. Generate remediation task list - accessibility-specialist - actionable fixes
    6. Implement fixes in components - frontend-developer - engineering
    7. Retest and validate compliance - qa-analyst - verification
    8. Document accessibility guidelines - technical-writer - ongoing compliance
  • Tags: accessibility, WCAG, compliance, remediation

36. component-version-migration​

  • Description: Migrate consuming applications from v1 to v2 of component library with deprecation warnings, codemods, and rollout plan.
  • Trigger: /migrate-components or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: design-systems-architect, frontend-developer, qa-analyst
    • Commands: /create-migration-guide, /run-codemods
  • Steps:
    1. Document breaking changes - design-systems-architect - changelog
    2. Create migration guide - technical-writer - upgrade instructions
    3. Develop automated codemods - frontend-developer - code transformation
    4. Add deprecation warnings to v1 - frontend-developer - developer notifications
    5. Test migrations in sample apps - qa-analyst - validation
    6. Coordinate with consuming teams - design-systems-architect - rollout planning
    7. Monitor adoption metrics - data-analyst - migration tracking
  • Tags: migration, versioning, breaking-changes, codemods

37. design-handoff-automation​

  • Description: Automate design-to-dev handoff with spec generation, asset export, and code snippet extraction from Figma/Sketch.
  • Trigger: /automate-handoff or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: ui-designer, frontend-developer, design-operations-manager
    • Commands: /export-design-specs, /generate-code-snippets
  • Steps:
    1. Connect design tool API (Figma, Sketch) - design-operations-manager - integration
    2. Extract component specs (spacing, colors, typography) - frontend-developer - measurement
    3. Export assets in required formats - ui-designer - asset delivery
    4. Generate CSS/React code snippets - frontend-developer - implementation acceleration
    5. Create developer-friendly documentation - technical-writer - handoff clarity
    6. Validate visual consistency - qa-analyst - design QA
    7. Notify developers via Slack/email - design-operations-manager - communication
  • Tags: design-handoff, automation, collaboration, developer-experience

38. responsive-breakpoint-validation​

  • Description: Test design system components across all breakpoints (mobile, tablet, desktop) with screenshot diffing and regression detection.
  • Trigger: /validate-responsive or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: qa-analyst, frontend-developer, ui-designer
    • Commands: /screenshot-test, /detect-regressions
  • Steps:
    1. Configure breakpoint test matrix - qa-analyst - test planning
    2. Generate baseline screenshots - qa-analyst - reference images
    3. Render components at all breakpoints - frontend-developer - visual output
    4. Run visual regression tests (Percy, Chromatic) - qa-analyst - diff detection
    5. Flag layout issues - qa-analyst - problem identification
    6. Fix responsive bugs - frontend-developer - remediation
    7. Update baseline screenshots - qa-analyst - new reference
  • Tags: responsive-design, visual-testing, regression-testing, QA

39. dark-mode-theme-implementation​

  • Description: Implement dark mode theme with automatic color inversion, contrast validation, and theme switching UI component.
  • Trigger: /implement-dark-mode or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: ui-designer, frontend-developer, accessibility-specialist
    • Commands: /generate-dark-palette, /implement-theme-switcher
  • Steps:
    1. Generate dark mode color palette - ui-designer - color theory
    2. Validate contrast ratios (WCAG AA) - accessibility-specialist - compliance
    3. Create CSS variable overrides - frontend-developer - theming system
    4. Implement theme switcher component - frontend-developer - user control
    5. Test all components in dark mode - qa-analyst - comprehensive coverage
    6. Add prefers-color-scheme detection - frontend-developer - system preference
    7. Document dark mode guidelines - technical-writer - usage instructions
  • Tags: dark-mode, theming, accessibility, user-preference

40. design-system-metrics-dashboard​

  • Description: Track design system adoption, component usage, performance metrics, and developer satisfaction with automated reporting.
  • Trigger: /track-design-system-metrics or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: data-analyst, design-systems-architect, devops-engineer
    • Commands: /configure-analytics, /generate-adoption-report
  • Steps:
    1. Define success metrics (adoption rate, component usage) - design-systems-architect - KPIs
    2. Instrument component usage tracking - frontend-developer - telemetry
    3. Collect developer feedback - design-systems-architect - satisfaction surveys
    4. Track bundle size impact - devops-engineer - performance monitoring
    5. Create adoption dashboard - data-analyst - visualization
    6. Generate monthly reports - data-analyst - stakeholder communication
    7. Identify improvement opportunities - design-systems-architect - iteration planning
  • Tags: metrics, analytics, adoption, design-operations

Media Production​

41. video-editing-workflow-automation​

  • Description: Automate video editing with AI-powered scene detection, rough cut assembly, color grading presets, and export optimization.
  • Trigger: /automate-video-edit or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: video-editor, ai-assistant, colorist
    • Commands: /detect-scenes, /apply-color-grade, /export-video
  • Steps:
    1. Import raw footage - video-editor - asset ingestion
    2. Run AI scene detection - ai-assistant - intelligent segmentation
    3. Generate rough cut assembly - video-editor - initial edit
    4. Apply color grading presets - colorist - visual consistency
    5. Auto-sync audio levels - audio-producer - sound balancing
    6. Add transitions and effects - video-editor - polish
    7. Export with optimized settings (H.264, ProRes) - video-editor - delivery
    8. Generate proxy files for review - video-editor - collaboration
  • Tags: video-editing, automation, AI, post-production

42. audio-podcast-mastering-pipeline​

  • Description: Master podcast audio with noise reduction, EQ, compression, loudness normalization (LUFS), and multi-format export.
  • Trigger: /master-podcast-audio or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: audio-engineer, audio-producer
    • Commands: /reduce-noise, /normalize-loudness, /export-audio
  • Steps:
    1. Import raw podcast audio - audio-producer - asset preparation
    2. Apply noise reduction (RX, Audacity) - audio-engineer - cleanup
    3. EQ for vocal clarity - audio-engineer - tonal balance
    4. Apply compression for consistency - audio-engineer - dynamic control
    5. Normalize to -16 LUFS (podcast standard) - audio-engineer - loudness spec
    6. Add intro/outro music - audio-producer - branding
    7. Export in multiple formats (MP3, WAV) - audio-producer - distribution
    8. Generate episode metadata - audio-producer - RSS feed
  • Tags: audio-production, mastering, podcast, normalization

43. motion-graphics-template-creation​

  • Description: Create reusable motion graphics templates (After Effects, Premiere) with editable text, colors, and durations for brand consistency.
  • Trigger: /create-motion-template or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: motion-designer, video-editor, brand-manager
    • Commands: /design-motion-template, /export-mogrt
  • Steps:
    1. Design motion graphics concept - motion-designer - creative development
    2. Create After Effects composition - motion-designer - animation
    3. Define editable parameters (text, colors) - motion-designer - customization
    4. Export as .mogrt template - motion-designer - packaging
    5. Test in Premiere Pro - video-editor - compatibility validation
    6. Document usage guidelines - technical-writer - adoption enablement
    7. Add to template library - brand-manager - asset management
  • Tags: motion-graphics, templates, After-Effects, reusability

44. live-stream-production-setup​

  • Description: Configure multi-camera live stream with scene switching, overlays, lower thirds, and multi-platform streaming (Twitch, YouTube).
  • Trigger: /setup-live-stream or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration: validation: required, review: recommended
  • Dependencies:
    • Agents: broadcast-engineer, video-producer, devops-engineer
    • Commands: /configure-obs, /test-stream
  • Steps:
    1. Configure OBS Studio scenes - broadcast-engineer - scene design
    2. Set up camera inputs and audio sources - broadcast-engineer - input routing
    3. Design overlay graphics (lower thirds, alerts) - graphic-designer - branding
    4. Configure stream keys for platforms - devops-engineer - distribution setup
    5. Test stream quality and latency - qa-analyst - technical validation
    6. Set up chat moderation - community-manager - audience management
    7. Monitor stream health (bitrate, dropped frames) - broadcast-engineer - live monitoring
    8. Export VOD for post-stream distribution - video-producer - content repurposing
  • Tags: live-streaming, OBS, multi-platform, broadcast

45. drone-footage-color-correction​

  • Description: Color correct and grade drone footage with log profile conversion, white balance, saturation, and cinematic LUT application.
  • Trigger: /color-correct-drone or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: required
  • Dependencies:
    • Agents: colorist, video-editor
    • Commands: /convert-log-profile, /apply-lut
  • Steps:
    1. Import drone footage (D-Log, S-Log) - video-editor - asset ingestion
    2. Convert log profile to Rec.709 - colorist - color space transformation
    3. Adjust white balance - colorist - color temperature
    4. Primary color correction (lift, gamma, gain) - colorist - exposure balancing
    5. Secondary corrections (sky, landscape) - colorist - selective grading
    6. Apply cinematic LUT - colorist - stylistic look
    7. Export graded footage - video-editor - final delivery
  • Tags: color-grading, drone-footage, LUTs, post-production

46. video-thumbnail-ab-testing​

  • Description: Create multiple thumbnail variations, A/B test for click-through rate, and optimize for platform algorithms (YouTube, TikTok).
  • Trigger: /test-video-thumbnails or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: graphic-designer, data-analyst, marketing-manager
    • Commands: /design-thumbnails, /run-ab-test
  • Steps:
    1. Design 3-5 thumbnail variations - graphic-designer - creative concepts
    2. Test with contrasting elements (text, faces, colors) - graphic-designer - hypothesis testing
    3. Upload to A/B testing platform (TubeBuddy) - marketing-manager - test setup
    4. Distribute traffic evenly - data-analyst - statistical validity
    5. Monitor CTR and watch time - data-analyst - performance metrics
    6. Select winning thumbnail - marketing-manager - optimization
    7. Apply learnings to future thumbnails - graphic-designer - iteration
  • Tags: thumbnails, A/B-testing, CTR-optimization, video-marketing

47. stock-footage-licensing-workflow​

  • Description: Search, license, download, and track stock footage/music with usage rights management and asset organization.
  • Trigger: /license-stock-footage or manual
  • Complexity: simple
  • Duration: 5-15m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: video-producer, legal-reviewer, asset-manager
    • Commands: /search-stock-assets, /track-licenses
  • Steps:
    1. Search stock libraries (Shutterstock, Artlist) - video-producer - asset discovery
    2. Preview and select assets - video-producer - creative selection
    3. Review licensing terms - legal-reviewer - rights validation
    4. Purchase and download - asset-manager - procurement
    5. Store with metadata (license, expiration) - asset-manager - compliance tracking
    6. Import to editing project - video-producer - production integration
    7. Track usage in license database - asset-manager - audit trail
  • Tags: stock-footage, licensing, asset-management, compliance

48. video-caption-subtitle-generation​

  • Description: Auto-generate captions/subtitles with speech-to-text AI, manual editing, multi-language translation, and format export (SRT, VTT).
  • Trigger: /generate-captions or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: required, review: required
  • Dependencies:
    • Agents: video-editor, translator, qa-analyst
    • Commands: /transcribe-audio, /translate-subtitles
  • Steps:
    1. Upload video to transcription service (Descript, Rev) - video-editor - automation
    2. Review and correct AI transcription - video-editor - accuracy QA
    3. Sync captions to video timecode - video-editor - timing precision
    4. Translate to target languages - translator - localization
    5. Format captions for accessibility - accessibility-specialist - readability
    6. Export in multiple formats (SRT, VTT, burned-in) - video-editor - distribution
    7. Test caption display on platforms - qa-analyst - compatibility validation
  • Tags: captions, subtitles, transcription, accessibility

49. multi-camera-sync-editing​

  • Description: Synchronize and edit multi-camera footage with automatic audio sync, multi-angle switching, and final cut delivery.
  • Trigger: /sync-multi-camera or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: video-editor, audio-producer
    • Commands: /sync-cameras, /create-multicam-sequence
  • Steps:
    1. Import footage from all cameras - video-editor - asset ingestion
    2. Auto-sync using audio waveforms - video-editor - synchronization
    3. Create multi-camera sequence - video-editor - editing preparation
    4. Switch between angles for best shots - video-editor - coverage selection
    5. Add transitions and effects - video-editor - polish
    6. Mix audio from primary source - audio-producer - sound design
    7. Export final cut - video-editor - delivery
  • Tags: multi-camera, synchronization, editing, post-production

50. video-distribution-platform-optimization​

  • Description: Optimize video for cross-platform distribution (YouTube, Instagram, TikTok, LinkedIn) with format-specific encoding and metadata.
  • Trigger: /optimize-video-distribution or manual
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration: validation: recommended, review: recommended
  • Dependencies:
    • Agents: video-producer, social-media-manager, seo-specialist
    • Commands: /export-platform-variants, /optimize-metadata
  • Steps:
    1. Master video in high resolution (4K, ProRes) - video-editor - source quality
    2. Export platform-specific formats (YouTube 1080p, Instagram 1:1) - video-producer - aspect ratios
    3. Optimize file sizes for mobile - video-producer - compression
    4. Create platform-specific thumbnails - graphic-designer - visual optimization
    5. Write SEO-optimized titles/descriptions - seo-specialist - discoverability
    6. Schedule cross-platform publishing - social-media-manager - timing optimization
    7. Track performance metrics per platform - data-analyst - attribution
  • Tags: video-distribution, cross-platform, optimization, social-media

End of Product & Creative Workflows

Total: 50 workflows (10 per category)

  • Product Management: 10 workflows (customer discovery → sunset)
  • Game Development: 10 workflows (GDD → community moderation)
  • Content Creation: 10 workflows (blog SEO → webinars)
  • Design Systems: 10 workflows (component library → metrics dashboard)
  • Media Production: 10 workflows (video editing → distribution optimization)

Next Steps:

  1. Review and validate workflow definitions
  2. Map to existing CODITECT agents/commands
  3. Identify gaps requiring new agent/command creation
  4. Prioritize implementation based on user demand
  5. Create workflow templates for common patterns