Use when an agent needs to search documents, PDFs, or reference material — covers R2R collection setup, document ingestion, Knowledge MCP wiring, per-tenant collection scoping,…
Sync columns from a synced data warehouse table onto PostHog person or group properties, so warehouse data becomes usable anywhere person and group properties already work:…
Provides additional instructions for HTMX and Flask, primarily related to templating.
Astro server-first conventions — zero client JS by default, island hydration directives, content collections, and static vs server rendering.
AWS conventions — 15-minute STS session ceiling, AFT-on-Control-Tower account bootstrap, EKS Pod Identity over IRSA, OIDC trust federated to STS with tight sub-claim scope, and…
Firebase MCP (firebase-tools mcp) for Auth, Firestore, Storage, Realtime DB, FCM, Cloud Functions logs, Remote Config, App Hosting, and Experimental Crashlytics.
GitHub Actions conventions — job_workflow_ref-pinned OIDC trust, 40-char SHA-pinning of every uses (enforced client-side by gha-sha-pin-actions), SLSA L3 via…
UK AISI Inspect AI eval conventions — the dataset/solver/scorer three-piece shape, Docker-sandboxed task isolation, the 200+ pre-built inspect_evals starter tasks, and wrapping…
marimo reactive .py notebook conventions — notebooks are git-diffable Python files edited directly, the reactive dependency graph re-runs downstream cells, Restart-and-Run-All via…
Multi-environment state conventions — one backend and one STS session per env tier with no credential reuse, per-env cost budgets, drift surfaced never remediated via…
Next.js App Router conventions — Server Components by default, leaf-node 'use client' boundaries, server-side data fetching with cache control, Server Actions for mutations,…
Pulumi conventions — ESC dynamic logins as the GA OIDC pattern for module CI, the archived-CDKTF migration path via pulumi convert, the for_each/provider-alias caveats of…
Reusable IaC module conventions — semver with major bumps for breaking changes, Cosign-signed + Rekor-proofed release artifacts, the tftest-not-apply hook blocking real-cloud test…
Sigstore Cosign conventions — keyless OIDC signing with no long-lived keys, mandatory Rekor transparency-log inclusion verification (the cosign-tlog-required hook refuses…
Terraform / OpenTofu conventions — native *.tftest.hcl over Terratest, the tftest-not-apply guard against real-cloud test billing, OpenTofu 1.11.4 init-breaking changes,…
Astral uv toolchain conventions — lockfile-frozen by default with uv lock --frozen and uv sync --frozen, uv add for atomic pyproject + lock updates, frozen-only CI/production…
Address code review feedback by walking through comments one at a time with the user. Use when the user has received code review comments — on a GitHub PR, in a document in the…
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface.
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser.
Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI — from…
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human.
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it shoul — from…
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error.
Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior.
Specialist knowledge of the addyosmani/agent-skills project (Shell, JavaScript). Use when working with or extending agent-skills: understanding its architecture, patterns, and…
Comprehensive Azure Data Factory knowledge base with official documentation sources, CI/CD methods, deployment patterns, and troubleshooting resources
Google ADK (Agent Development Kit) multi-agent system architecture for BigQuery data analytics. Covers BigQuery agent vs conversational agent patterns, ADK Single Parent Rule,…
MUST READ before deploying any ADK agent to Google Cloud — covers Cloud Run, Agent Engine, Vertex AI, event-driven agents, and ADK CI/CD pipelines.
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
Foundational knowledge for creating ADK (Agent Development Kit) agents including environment setup, project structure, and basic agent scaffolding.
Terraform infrastructure specialist for Vertex AI ADK Agent Engine production deployments. Provisions Agent Engine runtime, Code Execution Sandbox, Memory Bank, VPC-SC, IAM, and…
Set up a local development environment for the ADK Python project. Use when the user wants to get started developing, set up their environment, install dependencies, or prepare…
Building voice and video agents with Gemini Live API — bidirectional streaming via WebSocket, LiveRequestQueue, run_live(), RunConfig, and audio/video patterns.
Installs and manages Coolify, an open-source self-hosted PaaS for deploying applications with Docker. Provides a Heroku-like experience on your own infrastructure.
Near-black terminal admin aesthetic: deep carbon canvas (#0b0d10), green accent (#22c55e), blue secondary (#3b82f6), monospace IDs and codes on every key cell, amber warning and…
Vietnamese light-theme admin / CRM design system for React + TypeScript + Tailwind + shadcn/ui (Radix).
Admin debug system wiring for the floating AdminIndicator's live debug data and Copy Full Context. Use when adding debug visibility to a route or feature, wiring useDebugContext…
Infrastructure management using the device profile. Servers are stored in profile.servers[], deployments reference .env.local files via profile.deployments{}.
Deploys infrastructure on Contabo using Cloud VPS and Object Storage. Focuses on cost‑effective provisioning and Contabo-specific CLI/API quirks.
Deploys infrastructure on DigitalOcean with Droplets (VMs), Firewalls, and VPCs. Includes Kasm Workspaces auto-scaling integration for dynamic agent provisioning.
Deploys infrastructure on Hetzner Cloud with ARM64 or x86 servers. Cost-effective European cloud with excellent price/performance ratio.
Deploys infrastructure on Linode (Akamai Cloud) with Linodes, Firewalls, and VLANs. Strong Kubernetes support with Cluster Autoscaler and Akamai edge network integration.
Deploys infrastructure on Oracle Cloud Infrastructure (OCI) with ARM64 instances (Always Free tier eligible).
Deploys infrastructure on Vultr with Cloud Compute instances, High-Frequency servers, and VPCs. Excellent value with Kubernetes autoscaling support and global data centers.
KAF Motors ilan giriş/düzenleme sihirbazı işleri — çok adımlı form (react-hook-form + zod), Tiptap zengin metin, react-dropzone resim yükleme ve interaktif ekspertiz SVG…
Interactively create a new User Story work item as a child of an existing Feature in Azure DevOps.
Initialize Azure DevOps configuration in CLAUDE.md with organization, project, and team settings.
Calls MCP tool ado_link_pr_to_work_item to attach a pull request to an Azure DevOps work item (ArtifactLink for dev.azure.com PRs, Hyperlink for github.com).
Use when the user wants to monitor or watch an Azure DevOps (ADO) pull request build to completion — "monitor PR [url] and let me know when the build completes", "watch this PR…
Validates Azure DevOps projects, area paths, and teams exist with auto-creation of missing resources.
Azure DevOps development workflow — gestisce il ciclo di vita di un work item durante lo sviluppo: attivazione, aggiornamento descrizione, e collegamento alla PR.
Apply advanced debugging techniques for Adobe API issues: IMS token introspection, Firefly job failure analysis, PDF Services error codes, and network-layer diagnostics for Adobe…
Choose and implement Adobe architecture blueprints: standalone SDK integration, Adobe App Builder serverless, and dedicated microservice with event-driven Firefly/PDF pipelines.
Configure CI/CD pipelines for Adobe integrations with GitHub Actions, including OAuth credential injection, PDF Services testing, Firefly API smoke tests, and secret scanning for…
Diagnose and fix common Adobe API errors across Firefly Services, PDF Services, Photoshop API, and Adobe I/O Events.
Collect Adobe debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for…
Deploy Adobe-powered applications to Vercel, Cloud Run, and Adobe App Builder with proper credential injection and health monitoring.
Expert guidance for Adobe Express add-on development using Document APIs, Add-on UI SDK, and Document Sandbox.
Create minimal working examples for Adobe APIs: Firefly image generation, PDF extraction, and Photoshop background removal.