A Claude Code skill that sets up autonomous monitoring for deployed apps — signals, intel-digest endpoint, admin dashboard, and automated pipeline. Works on any stack and host.
Gives you a continuous feed of crashes, user frustration, feature requests, and churn signals — without relying on users to report anything.
End state: A queryable /api/intel-digest endpoint that aggregates all intel from your app, an admin page to view it on demand, and an automated process that checks it regularly and surfaces findings wherever you work.
Scans what a project currently captures across three signal tiers, reports gaps, and offers to fix them.
Full setup: signals → endpoint → admin page → automation.
- User counts (total, new today, DAU/WAU)
- Client errors (crashes you'll never hear about otherwise)
- Churn signals (paying users silent 3+ days)
- Onboarding funnel drop-off
- Feature usage distribution
- Chat topics, complaints, and feature wishes
- Payment failures and cancellations
- Trial-to-paid conversion
- User feedback / PMF signals
- Behavioral patterns (rage quit, burst-then-silence)
- AI quality signals (regenerations, short responses)
- Push notification health
- Search dead ends
- Rate limit hits
- Cron / content freshness
- Anti-abuse / bot detection
Frame → app conversion, cast-to-engagement, social-graph churn.
Detects your stack automatically:
| Layer | Supported |
|---|---|
| DB | Prisma, Turso/libsql, Supabase, Drizzle, Mongoose |
| Platform | Vercel, Cloudflare Workers, Fly.io, Railway, VPS |
| Billing | Stripe, Lemon Squeezy |
| Observability | Sentry, PostHog, Umami, Vercel Analytics |
Always ends with a plain-language summary:
- What was done
- What was skipped (and why)
- What needs human action
# In your Claude Code session
/skill-manager install intel-sweep-setupOr clone directly into your skills folder:
git clone https://github.com/peth-eth/intel-sweep-setup ~/.claude/skills/intel-sweep-setup/intel-sweep-setup # Audit current project
/intel-sweep-setup wire my-app # Full setup for my-app
The intel-digest endpoint returns user emails, messages, and behavioral data. It must be admin-only. Never expose the URL publicly, never commit the secret to version control.