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OpenDash — Custom Intelligence Dashboards

OpenDash is a dashboard printer. Tell it about your business, get a custom intelligence dashboard. Not templates — AI composes a dashboard specifically for you.

DESCRIBE your business → AI COMPOSES your dashboard → SEE what matters → ACT

How It Works

1. Connect Your Tools

"I use Stripe, GA4, and GitHub."

Scram Jet YAML pipelines auto-connect to your tools and stream data into a unified store. Adding a data source takes minutes, not weeks.

2. AI Builds Your Dashboard

"I'm a SaaS founder. Show me revenue, traffic, and open issues."

AI reads the component registry, selects the right components, wires them together, and validates the composition. Every dashboard is custom.

3. See What Matters

Your morning briefing shows exactly what changed. Anomalies are flagged. Alerts are prioritized. Nothing is noise.


Architecture

Scram Jet (YAML pipelines)  →  D1 metrics table  →  Composable Components  →  AI Composition
     50+ data sources              unified schema        event-driven UI          constraint satisfaction
  • Scram Jet: YAML pipeline engine on Cloudflare Workers. Connects to any API with zero code.
  • D1: All metrics in one table (source, priority, category, title, detail, metadata).
  • Components: Local, event-driven (shadcn model). Communicate via @opendash/composition event bus.
  • AI: Reads registry (public/r/index.json), selects components, wires events, outputs verified compositions.

See CLAUDE.md for full architecture details.


The Dashboard Printer

OpenDash generates custom dashboards for any ICP at zero marginal cost.

Dashboard ICP Data Sources
Morning Briefing SaaS Founders Stripe, GA4, GitHub
Campaign Performance Marketing Managers GA4, Google Ads, Meta, Email
Client Portfolio Agency Owners Multi-client GA4, ad spend
Store Metrics E-commerce Operators Shopify, Google Ads, Meta
Audience Growth Content Creators YouTube, Substack, Gumroad
Incident + Deploy DevOps Leads Datadog, PagerDuty, GitHub Actions

Each dashboard is simultaneously: product, demo, and marketing material.

See Standards/gtm-dashboard-printer-model.md for full strategy.


UI: Three-Panel HUD

  • Left Panel: Context (data sources, brands, filters)
  • Center Panel: Briefing items, charts, drill-down
  • Right Panel: AI chat (persistent conversation)

Composable Components

Components communicate through events, not imports:

<CompositionProvider>
  <MetricsSource componentId="stripe" source="stripe" />
  <MetricsSource componentId="ga4" source="ga4" />
  <AlertFilter componentId="alerts" listenToComponent="any" />
  <BriefingDisplay componentId="briefing" listenToComponent="alerts" />
  <Summary componentId="summary" listenToComponent="briefing" />
</CompositionProvider>

Add a component = one line. Remove a component = delete one line. AI does this automatically.


Getting Started

pnpm install
pnpm dev          # http://localhost:3000
pnpm build        # production build
pnpm deploy       # Cloudflare Workers
pnpm check        # biome lint

Tech Stack

  • TanStack Start — full-stack React, SSR, file-based routing
  • Tailwind CSS v4 — styling
  • Cloudflare Workers — deployment (D1, R2, Durable Objects)
  • Scram Jet — YAML pipeline engine for data collection
  • @opendash/composition — event-driven component system
  • Biome — linting and formatting

Key Files

File Purpose
CLAUDE.md Architecture reference (read first)
PRIORITY.md Current session priorities
public/r/index.json Component registry with event contracts
src/lib/composition-provider.tsx Event bus (re-exports from @opendash/composition)
src/components/composable/ All composable components
src/examples/ Working example compositions
workers/metrics-collector/ Scram Jet → D1 bridge
Standards/ Architecture decisions and strategies
docs/strategy/PRODUCT.md Product vision
docs/COMPONENT_MESH_ARCHITECTURE.md How to build composable components

License

MIT

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AI operations control plane — one interface to manage all machines, brands, and execution

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