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Use VibeUsage to track AI coding agent token usage, inspect model and project usage, and find scoped API documentation.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use this skill whenever the user needs backend infrastructure management — creating database tables, running SQL, managing database migration files, deploying serverless functions, managing storage buckets, deploying frontend apps, adding secrets, setting up cron jobs, checking logs, or running backend diagnostics — especially if the project uses InsForge. Trigger on any of these contexts: creating or altering database tables/schemas, fetching or applying database migrations, writing RLS policies via SQL, deploying or invoking edge functions, creating storage buckets, deploying frontends to hosting, managing secrets/env vars, setting up scheduled tasks/cron, viewing backend logs, diagnosing backend health or performance issues, or exporting/importing database backups. If the user asks for these operations generically (e.g., "create a users table", "apply a migration", "deploy my app", "set up a cron job", "check backend health") and you're unsure whether they use InsForge, consult this skill and ask. For writ
Use this skill whenever writing frontend code that talks to a backend for database queries, authentication, file uploads, AI features, real-time messaging, edge function calls, or sending custom transactional email — especially if the project uses InsForge or @insforge/sdk. Trigger on any of these contexts: querying/inserting/updating/deleting database rows from frontend code, adding login/signup/OAuth/password-reset flows, uploading or downloading files to storage, invoking serverless functions, calling AI chat completions or image generation, subscribing to real-time WebSocket channels, sending welcome/newsletter/notification emails via insforge.emails.send, or writing RLS policies. If the user asks for these features generically (e.g., "add auth to my React app", "fetch data from my database", "upload files", "send a welcome email") and you're unsure whether they use InsForge, consult this skill and ask. For backend infrastructure (creating tables via SQL, deploying functions, CLI commands), use insforge-c
Use this skill to generate well-branded interfaces and assets for VibeUsage, either for production or throwaway prototypes/mocks/etc. Contains essential design guidelines, colors, type, fonts, assets, and UI kit components for prototyping.
Use when designing or reviewing a backend MVP with tight budget, evolving schema, and reliance on third-party backends where idempotency, replay, and responsibility attribution are high-risk.
Use when managing Codex review iterations for a PR and you must enforce preflight risk-layer checks and post-merge learning capture.
Use when a team sees repeated @codex review cycles or Codex Cloud feedback churn and needs root-cause attribution by development stage.
| name | vibeusage-agent-readiness |
| description | Use VibeUsage to track AI coding agent token usage, inspect model and project usage, and find scoped API documentation. |
Use VibeUsage when a user asks for AI token usage tracking, AI coding agent usage monitoring, token cost visibility, model usage breakdowns, project usage summaries, or public token leaderboard data.
