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ClaudeMarketing/docs/plans/2026-03-23-end-to-end-flow.md
T
Trey t 66c2bbec8b feat: complete marketing command center with pipeline, UI, and asset generation
- Dashboard with campaign management, asset gallery, and publishing queue
- 7-agent pipeline: trend scout, research, scripts, ad creative, video, copy, distribution
- Campaign form with screenshot upload, goal picker, platform selection
- Campaign detail view with Details/Pipeline/Assets/Chat tabs
- Two-set image generation: Gemini AI (NanoBanana MCP) + Canvas Design posters
- Remotion video rendering with phone.png frame and real screenshot alignment
- honeyDue branding: blue #0079FF, orange #FF9400, Inter font, warm off-white
- Asset cards with source badges (Gemini/Canvas/Remotion/Playwright)
- Markdown/JSON render endpoint for viewing pipeline outputs as HTML
- Settings page with Tavily, Gemini, Postiz, Nextdoor integration management
- Claude Chat for campaign feedback loop with streaming SSE
- Postiz publishing modal with scheduling
- Auth with NextAuth credentials + JWT sessions
- SQLite via Prisma with better-sqlite3 adapter

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 21:05:26 -05:00

5.5 KiB
Raw Blame History

End-to-End Flow: Marketing Command Center

Complete Pipeline Flow

1. Setup (One-time)

  • User goes to Settings page
  • Configures API keys:
    • Tavily — for trend/research agents (free: 1000 searches/mo)
    • Gemini — for NanoBanana MCP image generation (~$0.04-0.13/image)
    • Postiz — URL + API key for IG/TikTok publishing
    • Nextdoor — API token + advertiser ID (optional)
  • User fills in knowledge files:
    • pipeline/knowledge/brand_identity.md — brand voice, CTAs, personality
    • pipeline/knowledge/platform_guidelines.md — platform specs
    • pipeline/knowledge/product_campaign.md — product details, features

2. Campaign Creation

User fills out campaign form:

  • Name — campaign identifier
  • Platforms — Instagram, TikTok, Nextdoor (checkboxes)
  • Goal — app downloads, brand awareness, engagement
  • Key Message — the core value proposition
  • Social Proof — download count, rating, press
  • Target Audience — who we're reaching
  • Visual Direction — clean/bold/premium/warm/tech
  • Competitor Apps — for research context
  • Variations — hook count per platform (default 5)
  • Use Trend Report — incorporate latest trends

3. Pipeline Launch

User clicks "Launch Pipeline" → system:

  1. Creates output directory: pipeline/outputs/{name}_{date}/
  2. Creates subdirectories: ads/, scripts/, video/, copy/
  3. Loads API keys from Settings DB into environment
  4. Spawns 7 Claude subprocess agents sequentially
  5. Streams progress via SSE to the browser

4. Agent Execution (7 Steps)

Step 1: Trend Scout (~12s)

  • Reads knowledge files
  • Runs 5 Tavily searches (hooks, competitors, viral formats, pain points, timely angles)
  • Outputs: trend_report.json

Step 2: Marketing Research Agent (~2min)

  • Reads knowledge files + trend_report.json
  • Runs 5 deep Tavily research queries
  • Outputs: research_results.json, research_brief.md, interactive_report.html

Step 3: Script Writer (~1.5min)

  • Reads knowledge + research + trends
  • Writes 5 hook variations × 3 platform styles = 15 scripts
  • Hook-Body-CTA structure with timing cues for video
  • Outputs: scripts/scripts_all.json, scripts/scripts_summary.md

Step 4: Ad Creative Designer (~3min)

  • Reads knowledge + scripts + research
  • For each ad variation:
    1. Calls NanoBanana MCP generate_image tool with campaign-aware prompt
    2. Builds HTML/CSS layout at exact dimensions with generated image + headline + CTA
    3. Launches Playwright → screenshots to PNG
  • Outputs: ads/*.png + ads/ad_manifest.json
  • Dimensions: IG Feed 1080x1080, IG Stories 1080x1920, ND Spotlight 1200x1200, ND Display 1200x628

Step 5: Video Ad Producer (~5min)

  • Reads knowledge + scripts + ad manifest
  • Creates scene_plan.json per video (hook/problem/solution/proof/CTA scenes)
  • Creates/modifies Remotion compositions in remotion-ad/src/
  • Renders via npx remotion render → MP4 files
  • Outputs: video/*.mp4 + video/scene_plans.json
  • Styles: polished (IG), authentic (TikTok), local (Nextdoor)

Step 6: Copywriter Agent (~1min)

  • Reads knowledge + research + scripts
  • Writes platform-tuned captions: Hook → Value → CTA → Hashtags
  • Outputs: copy/instagram_captions.json, copy/tiktok_captions.json, copy/nextdoor_posts.json, copy/copy_matrix.json

Step 7: Distribution Agent (~30s)

  • Gathers all outputs
  • Creates Publish_manifest.md with:
    • All assets with file paths
    • Recommended caption per asset
    • Recommended posting schedule
    • Review checklist
  • DOES NOT publish — waits for human approval

5. Asset Scanning

After pipeline completes:

  • Scanner reads all files in output directory
  • Creates Asset records in database
  • Infers: platform (from filename), dimensions, type
  • Loads metadata from adjacent JSON files
  • All assets start in "draft" status

6. Review

User goes to campaign Assets tab:

  • Grid view of all generated content
  • Images shown inline, videos play on hover
  • Filter by: platform, type, status
  • Each asset shows: platform badge, dimensions, caption preview
  • User clicks Approve or Reject per asset
  • Bulk select → Approve/Reject multiple

7. Claude Chat (Feedback Loop)

User goes to Claude Chat tab:

  • Chat with Claude about the campaign
  • "Make the hooks snarkier"
  • "Regenerate the TikTok ad with darker colors"
  • Claude has access to all pipeline files
  • New/modified assets appear after re-scan

8. Publishing

User selects approved assets → Push to Postiz:

  • Modal shows selected assets with schedule date/time picker
  • Postiz uploads media, creates scheduled posts
  • Assets marked as "published" with Postiz post ID

For Nextdoor:

  • Separate "Push to Nextdoor" flow
  • Creates campaign → ad group → creative → ad via GraphQL API

9. Queue

Queue page shows all published/scheduled assets with status tracking.

Integration Requirements

Integration Required? API Key Source What It Does
Tavily Yes Settings page Web research for trends + market analysis
Google Gemini Yes Settings page Powers NanoBanana MCP image generation
Playwright Built-in npm package HTML-to-PNG rendering for static ads
Remotion Built-in npm package React-to-MP4 video rendering
Postiz For publishing Settings page Instagram + TikTok scheduling
Nextdoor Optional Settings page Direct Nextdoor Ads API
Claude Code Required Max plan OAuth Pipeline engine (subprocess spawning)