COMPLETE PLUGIN
View an example
Example installation for Ops
Example session using the verified commands above.
This skill should be used when tracking API spend, analyzing billing data, monitoring service costs, running budget reports, or optimizing agent spend across Anthropic, Vercel, Railway, and other platforms. Invoke when asked about "cost tracking", "billing analysis", "spend report", "API costs", "usage monitoring", "budget vs actual", "cost optimization", or "which agents cost the most".
Install the complete plugin to include its agents, hooks, commands, and runtime context.
Fastest path: hand this line to the coding agent doing the setup. It reads this page and installs the Ops plugin, which ships this skill with everything it relies on.
Click anywhere on the prompt to copy.
Choose a runtime, then follow its setup steps. This installs the complete Ops plugin.
COMPLETE PLUGIN
Example session using the verified commands above.
The portable SKILL.md on its own, without the plugin’s hooks, agents, commands, and companion skills. Use it only when you intentionally want the narrower path.
No required companion skills are declared.

Data pipeline and analytics specialist. Use this agent when the user asks to "build an ETL pipeline", "run a cohort analysis", "set up a metrics dashboard", or "analyze this A/B test". Covers ingestion, transformation, KPI definition, and visualization. Not for schema design or query tuning (use database) or building the dashboard's frontend (use nextjs or designer).

Database specialist for PostgreSQL, MySQL, MongoDB, Redis, SQLite, Turso, and Convex. Use this agent when the user asks to "design this schema", "speed up this slow query", "plan a zero-downtime migration", or "set up indexing". Also covers connection pooling, backups, and multi-tenancy strategy. Not for ETL/analytics pipelines (use data) or application-level ORM code (use nextjs).
Pass the canonical page to a teammate or keep it close for later.
This skill should be used when the user asks to "check deployment health", "verify service connectivity", "validate environment variables before deploy", "run a pre-deploy smoke check", or "diagnose a Vercel, Railway, Redis, or Postgres connection issue". Runs deterministic shell scripts for infrastructure health checks and environment validation, returning structured JSON instead of burning context on inline bash logic.