Triages failed Railway deployments for this multi-client monorepo using GitHub PR checks and the Railway CLI, mapping check names like talentco-api to the correct project and…
Indie-friendly cloud deployment on Railway, Render, and Fly.io with autoscaling and cost optimization.
Ramp deploy integration — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Production-ready persistent rate limiting for Next.js APIs using PostgreSQL/Supabase with atomic counters, automatic fallback, and zero cold-start issues.
Root cause analysis techniques for modern distributed systems, microservices, and cloud infrastructure.
Advises on Amazon RDS open-source engines (MySQL, MariaDB, PostgreSQL) for instance creation, upgrade planning, commitment pricing, proxy evaluation, and Blue/Green deployments.
Telegram-specific implementation for reading recent conversation history. Only use when the deployment is known to use telegram (e.g.
Generates a green/amber/red deployment readiness assessment for an AI Persona using the 8-checkpoint scorecard.
Get the code ready for deployment by running the project's test, lint, and build commands in order, fixing any issues that arise and rerunning each command until it passes before…
Deep release-readiness gate for a single letterbox service — checks CI green, contracts in sync, deploy-order prereqs satisfied, feature toggle present, and unpushed work vs the…
Rechtstexte-Versionierung Deployment: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Rechtstexte-Versionierung Deployment: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Orchestrate the complete implementation lifecycle from requirements to deployment
RecordType ID differences across orgs: dynamic lookup via Schema.SObjectType methods, DeveloperName for stable refs, hard-coded ID anti-patterns, record-type caching, deployment…
devops role template (WaveX-authored, derived from session 2026-05-05/06 patterns)
Detailed container and Kubernetes pack for cluster misconfiguration, pod abuse, and breakout paths.
รีแฟกเตอร์และสร้าง Dockerfile ที่พร้อม production ตามแนวทาง best practice ด้าน security, performance และ efficient build caching ใช้ skill นี้ทันทีเมื่อผู้ใช้แชร์หรือขอสร้าง…
Uses helm-docs to rebuild Helm chart documentation from Chart.yaml, values.yaml, and inline comments so README files stay aligned with the actual chart.
Automatically manage regression test baseline lifecycle triggered by releases, deployments, and quality gates
Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure.
Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev.
Use ONLY when verification passed AND operator explicitly says "prepare deploy" / "draft deploy" / "ship it"; drafts deploy handoff, captures deploy hash + probes + smoke, advises…
Reference for reducing deployment risk (canary releases, feature flags, rollback strategy) and for the human factors of incident response — the psychological realities of being…
Standardize release approvals with GitHub-aware checklists and deployment gate validation
Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic.
Plan, audit, and execute release and launch readiness for software, games, websites, products, campaigns, and public launches.
Provides release management strategies including deployment patterns, version control, and rollback procedures.
Use when the user asks to plan releases, manage changelogs, coordinate deployments, create release branches, or automate versioning.
Design a pre-deploy release and rollout strategy for a change: pick the rollout pattern (feature flag, canary, blue-green, or full progressive delivery) by risk and infra, then…
Version management, release verification, and deployment procedures for software releases. Includes semver guidance, version consistency checks, and platform-specific constraints.
Define and validate what ready-to-ship means beyond tests passing. Use when a repo needs release checklists, smoke tests, rollback plans, changelog/versioning guidance, deployment…
Prepare a release by verifying version consistency, generating release notes, updating help docs, and running quality checks.
Reliability engineering for cloud systems — SLIs, SLOs, error budgets, SRE practices, runbooks, incident response, on-call rotation, blameless postmortems, chaos engineering, and…
rembg is a Python tool for automatic image background removal powered by AI models like U2-Net and SAM.
Apply when creating, modifying, or reviewing any Rembric agent plugin. Triggers on changes under `apps/plugin/`, on new clients added alongside Claude Code / Codex CLI / Hermes…
Get interactive remediation guidance for compliance findings, including Terraform code and step-by-step instructions.
Staged remediation plan for existing AWS infra in bad shape — takes checkov/tfsec/review-aws-terraform findings and produces sequenced fix PRs that avoid downtime and data loss.
Applies M365NetIsoNsg compliance rules to an existing Azure NSG and outputs the ARM template for Safe Deployment.
Remix patterns including loaders, actions, nested routing, progressive enhancement, and deployment strategies.
Manages the convert/train/serve pipeline on Nebius Serverless (Jobs + Endpoints) for H100 work, and local inference serving on desktop/notebook GPUs via Docker contexts.
Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints.
Detect Renovate Dependency Dashboard coverage gaps in a git repo. Cross-references version-like strings in Renovate-managed files (`.github/workflows/*.{yml,yaml}`, `Dockerfile*`,…
Debug hard Replit issues: container lifecycle, Nix build failures, deployment crashes, and memory leaks.
Configure CI/CD for Replit with GitHub Actions, automated testing, and deploy-on-push. Use when setting up automated testing, GitHub integration for Replit, or continuous…
Diagnose and fix the top Replit errors: container sleep, port binding, Nix failures, DB limits. Use when encountering Replit errors, debugging failed deployments, or…
Optimize Replit costs: deployment sizing, seat audit, egress control, and plan selection. Use when analyzing Replit billing, reducing deployment costs, or implementing usage…
Collect Replit diagnostic info for debugging deployments, workspace issues, and support tickets. Use when encountering persistent issues, preparing support tickets, or collecting…
Deploy Replit apps with Autoscale, Reserved VM, and Static deployment types. Use when deploying to production, configuring deployment settings, setting up custom domains, or…
Execute Replit incident response: triage deployment failures, database issues, and platform outages. Use when responding to Replit-related outages, investigating deployment…
Load test and scale Replit deployments with Autoscale tuning, Reserved VM sizing, and capacity planning.
Migrate to Replit from Heroku, Railway, Vercel, or local development environments. Use when moving an existing app to Replit, migrating databases, or converting Docker/buildpack…
Configure Replit dev/staging/production environments with separate databases, secrets, and deployment tiers.
Execute Replit production deployment checklist with rollback and health monitoring. Use when deploying Replit apps to production, preparing for launch, or implementing go-live…
Handle Replit resource limits: KV database caps, deployment quotas, and request throttling. Use when hitting storage limits, managing deployment resources, or implementing rate…
Implement reliability patterns for Replit: cold start handling, graceful shutdown, persistent state, and keep-alive.
Upgrade Replit Nix channels, migrate between database types, and update deployment targets. Use when upgrading Nix channel versions, migrating from Replit DB to PostgreSQL,…
Handle Replit deployment events, build Replit Extensions, and set up Agents & Automations. Use when integrating with Replit deployment lifecycle, building workspace extensions, or…
Trunk Based Development workflow - all development on main branch with small frequent commits, minimal branching, and continuous integration.
Use when proving a deployed or built change actually works, verifying a feature locally with no manual step, or deciding how to prove this specific change works.
Use when diagnosing a bug in terraform-provider-redpanda — whether a user reports a runtime failure ("expected empty plan but resource has planned action(s)", "WARN ...