Use when user wants to update requirements.in with latest PyPI versions while preserving version patterns
Upgrade deprecated Rossum extensions to modern equivalents and bump old Python runtimes on function hooks to python3.12.
Upstash QStash expert for serverless message queues, scheduled
Use when the agent needs to run code or stand up service dependencies (postgres, mysql, minio, redis, etc.) inside containers.
Use NTM as the out-of-session substrate for unattended AgentOps loops.
Comprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project…
MANDATORY validation of AWS cost findings (findings.json) before any report is generated.
Optimize Vast.ai GPU cloud costs through smart instance selection and
Deploy ML training jobs and inference services on Vast.ai GPU cloud.
Veeva Vault multi env setup for enterprise operations.
Vercel deployment, edge functions, environment configuration, and preview deployments.
Deploy applications and websites to Vercel.
Build and deploy Vercel Edge Functions for ultra-low latency at the
Configure Vercel enterprise RBAC, access groups, SSO integration, and
Create a minimal working Vercel deployment with a serverless API route.
Vercel incident response procedures with triage, instant rollback, and
Install Vercel CLI and configure API token authentication.
Verify regular or extended-stable OpenClaw releases against the exact publication surfaces, workflow identities, package provenance, smoke…
Audits version consistency across project files.
Establish or maintain version certainty in a repo; one canonical VERSION stamped into every independently-deployed artifact, each made…
Use when setting up or modifying build and deploy pipelines — shift left, quality gates.