production-debugger

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Use when production breaks or alerts fire for Nevermind — Sentry alerts, Vercel/Axiom logs, backend 5xx, auth failures, Neon/Upstash incidents, upstream AI provider failures, GitHub release failures, desktop prod logs, or any "check prod" request. This is an index skill for vendor-specific operational connectors.

pablopunk By pablopunk schedule Updated 6/7/2026

name: production-debugger description: Use when production breaks or alerts fire for Nevermind — Sentry alerts, Vercel/Axiom logs, backend 5xx, auth failures, Neon/Upstash incidents, upstream AI provider failures, GitHub release failures, desktop prod logs, or any "check prod" request. This is an index skill for vendor-specific operational connectors.

Production Debugger

This is the production incident router. It keeps app-specific stack knowledge here, then sends the agent to vendor-specific playbooks that act like MCP connectors: Sentry, Axiom, Vercel, Neon, WorkOS, Upstash, Stripe, GitHub, OpenRouter, and OpenCode.

Do not start by reading code. Start from the alert/log source, collect production evidence, and only inspect code after a vendor signal points to a code path.

Nevermind production stack

  • App backend: Astro SSR on Vercel.
  • Public hosts: nvm.fyi, www.nvm.fyi, api.nvm.fyi, plus Vercel deployment URLs.
  • Runtime logs: Vercel drains to Axiom; Axiom is the primary log backend.
  • Error tracking: Sentry for backend and desktop.
  • Database: Neon serverless Postgres with Drizzle migrations.
  • Auth: WorkOS AuthKit plus desktop device auth.
  • Billing: Stripe Checkout, Billing Portal, subscriptions, top-ups, and webhooks.
  • Rate limits/cache: Upstash Redis REST / Vercel KV-compatible env.
  • AI upstreams: OpenCode Zen by default, OpenRouter as alternate provider.
  • Releases: GitHub Actions + GitHub Releases for desktop artifacts.
  • Desktop support: packaged app logs to nevermind.log; use this only for client-specific incidents.

Vendor playbooks

  • ./sentry.md — fetch Sentry issue/event details, tags, release, request context, and pivot keys.
  • ./axiom.md — query Axiom datasets for Vercel runtime logs by time, route, request id, deployment, error text.
  • ./vercel.md — deployment/build/domain/env/redeploy checks and Vercel API fallback.
  • ./neon.md — Neon project/branch/connection/operation and safe database incident checks.
  • ./workos.md — WorkOS AuthKit, redirect URI, auth events, users/sessions, device auth evidence.
  • ./upstash.md — Upstash Redis/rate-limit health and key/prefix checks.
  • ./stripe.md — Stripe billing setup/incidents, price IDs, webhooks, live/test mode, and local forwarding.
  • ./github.md — GitHub Actions/release artifacts/signing/update failures.
  • ./openrouter.md — OpenRouter upstream model/API failures.
  • ./opencode.md — OpenCode Zen upstream model/API failures.

Incident routing

  • Sentry alert? Read sentry.md, then usually axiom.md.
  • 5xx or route failure without Sentry? Read axiom.md, then vercel.md if deployment/env/domain may be involved.
  • Auth/OAuth/device login failure? Read workos.md, then axiom.md.
  • DB/health/migration/balance issue? Read neon.md, then axiom.md.
  • Rate-limit/cache issue? Read upstash.md, then axiom.md.
  • Billing/checkout/subscription/top-up/webhook issue? Read stripe.md, then axiom.md and vercel.md as needed.
  • AI proxy/upstream issue? Read axiom.md, then opencode.md or openrouter.md based on active provider.
  • Release/update/install issue? Read github.md; use Sentry/desktop logs only if the installed app is crashing.

Minimum incident context

Capture this inline; do not keep a separate generic checklist file:

  • Alert URL/id, source vendor, and time window/timezone.
  • Environment and host.
  • Route/transaction/status/error message.
  • Deployment id, release, or git SHA if present.
  • Correlation id such as request_id, Sentry event id, Vercel deployment id, or Axiom row timestamp.
  • Affected scope: one user, many users, one route, one provider, or all prod.

Output format

When asked to debug prod, respond with:

  1. What the vendor evidence says happened.
  2. Blast radius and whether it is still happening.
  3. Correlated ids/log rows/events.
  4. Most likely cause category.
  5. Next mitigation or verification query.

Do not print secrets, cookies, auth headers, raw prompts, full payloads, or production data dumps.

Install via CLI
npx skills add https://github.com/pablopunk/nvm --skill production-debugger
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