Use after implementing features - verifies each acceptance criterion with structured testing and posts verification reports to the GitHub issue
Score 70/100
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.
Score 70/100
Use when acceptance criteria need unit, integration, or end-to-end tests generated from implementation context
Score 70/100
Plan and (when feasible) implement or execute user acceptance tests (UAT) / end-to-end acceptance scenarios.
Score 70/100
Map the access surface of a feature a software engineer is about to ship. Use when the engineer names a specific feature or PR and wants a structured read of who can reach what,…
Score 70/100
Search ACE playbook before implementing, building, fixing, debugging, or refactoring code. Capture patterns after completing substantial coding work.
Score 70/100
Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value.
Score 70/100
AWS Controllers for Kubernetes (ACK) for Kubernetes-native AWS resource management. Use when managing AWS resources via kubectl, implementing GitOps for infrastructure, creating…
Score 70/100
Aerospike CE 8.1 configuration parameters, CRD YAML mapping, ACKO operator auto-processing rules, AerospikeCluster status phases/conditions, and webhook validation rules.
Score 70/100
Use when the user asks about deploying services, checking deployment status, rollback procedures, or release management at Acme Corp
Score 70/100
Review JusticeHub code against ACT ecosystem values. Enforces cultural protocols, ALMA principles, and regenerative design.
Score 70/100
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub.
Score 70/100
Real-time WebSocket features with Action Cable in Rails. Use when: (1) Building real-time chat, (2) Live notifications/presence, (3) Broadcasting model updates, (4) WebSocket…
Score 70/100
Use when creating or refactoring Action Mailer emails. Applies Rails 7.1+ conventions, parameterized mailers, preview workflows, background delivery, and email design best…
Score 70/100
Use proactively for authorization with ActionPolicy. Creates policies, scopes, and integrates with GraphQL/ActionCable.
Score 70/100
GitHub Actions and CI/CD best practices for automated testing, building, and deployment.
Score 70/100
Use when creating or refactoring Active Job background jobs. Applies Rails 8 conventions, Solid Queue patterns, error handling, retry strategies, and job design best practices.
Score 70/100
Complete guide to ActiveRecord query optimization, associations, scopes, and PostgreSQL-specific patterns.
Score 70/100
Use when working on Acuantia's BigQuery Dataform pipeline (acuantia-gcp-dataform project) - adds Acuantia-specific patterns on top of dataform-engineering-fundamentals: ODS…
Score 70/100
Generate platform-optimized video ads from a product brief. Supports brand kits, 6 ad types, 6 platform formats (TikTok, Instagram, YouTube, Facebook, LinkedIn), batch…
Score 70/100
API + Python SDK for ordering cell-free protein expression and binding assays. Submit sequences for expression (10–100 µg), measure binding affinity (KD) against targets, track…
Score 70/100
Use when testing Android apps on ADB-connected devices/emulators - UI automation, screenshots, location spoofing, navigation, app management.
Score 70/100
Adds Azure DevOps connector to a Power Apps code app. Use when querying work items, creating bugs, managing pipelines, or making ADO API calls.
Score 70/100
Add backend integration testing with Vitest to an existing app. Sets up isolated test database schema and writes tests for tRPC routers.
Score 70/100
Adds an event consumer that writes to Azure Data Lake (Parquet) following BI_SALES_RISK plan. Creates events/consumers/[Name]DataLakeCollector.ts subscribing to RabbitMQ, building…
Score 70/100
Adds Dataverse tables to a Power Apps code app with generated TypeScript models and services. Can also create new Dataverse tables.
Score 70/100
Guide for adding new AI function examples, for testing specific features against the actual provider APIs.
Score 70/100
Add KafkaFlow consumer handlers for processing Kafka/Redpanda messages (project)
Score 70/100
Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities.
Score 70/100
Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities.
Score 70/100
Add a new node to the Kubernetes cluster. Use when connecting new hardware, expanding cluster capacity, or setting up worker nodes.
Score 70/100
Updates job schema and adapters with any new hook events the platform supports. Use after research to extend DeepWork's hook system.
Score 70/100
Updates job schema and adapters with any new hook events the platform supports. Use after research to extend DeepWork's hook system."user-invocable: false
Score 70/100
Creates platform adapter, templates, tests with 100% coverage, and README documentation. Use after adding hook capabilities.
Score 70/100
Creates platform adapter, templates, tests with 100% coverage, and README documentation. Use after adding hook capabilities."user-invocable: falsehooks: Stop:
Score 70/100
Adds a new AI platform to DeepWork with adapter, templates, and tests. Use when integrating Cursor, Windsurf, or other AI coding tools.
Score 70/100
Sets up platform directories and verifies deepwork install works correctly. Use after implementation to confirm integration.
Score 70/100
Sets up platform directories and verifies deepwork install works correctly. Use after implementation to confirm integration."user-invocable: false
Score 70/100
Use when adding, modifying, or reviewing VS Code configuration policies. Covers the full policy lifecycle from registration to export to platform-specific artifacts.
Score 70/100
Populates Dataverse tables with sample records for testing and demoing a Power Pages site. Use when the user wants to add sample data, seed data, generate test records, or insert…
Score 70/100
Use when user wants to add a new sensor to the Enviro+ monitoring system, or asks to monitor a new data point.
Score 70/100
Creates, edits, and manages Power Pages Server Logic files — server-side JavaScript that runs securely on the Power Pages runtime.
Score 70/100
Fügt einen neuen Sidebar-Tab mit React-View hinzu. Erstellt View-Komponente in src/views/, TabRouter-Eintrag und Sidebar-Button.
Score 70/100
Enable stricter TypeScript and linting checks to catch bugs early, especially useful when iterating with AI assistance.
Score 70/100
Guide for adding unit tests to AReaL. Use when user wants to add tests for new functionality or increase test coverage.
Score 70/100
Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com.
Score 70/100
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,…
Score 70/100
Provides additional instructions for HTMX and Flask, primarily related to templating.
Score 70/100
Comprehensive Azure Data Factory knowledge base with official documentation sources, CI/CD methods, deployment patterns, and troubleshooting resources
Score 70/100
Google ADK (Agent Development Kit) multi-agent system architecture for BigQuery data analytics. Covers BigQuery agent vs conversational agent patterns, ADK Single Parent Rule,…
Score 70/100
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
Score 70/100
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
Score 70/100
Foundational knowledge for creating ADK (Agent Development Kit) agents including environment setup, project structure, and basic agent scaffolding.
Score 70/100
Terraform infrastructure specialist for Vertex AI ADK Agent Engine production deployments. Provisions Agent Engine runtime, Code Execution Sandbox, Memory Bank, VPC-SC, IAM, and…
Score 70/100
Installs and manages Coolify, an open-source self-hosted PaaS for deploying applications with Docker. Provides a Heroku-like experience on your own infrastructure.
Score 70/100
Infrastructure management using the device profile. Servers are stored in profile.servers[], deployments reference .env.local files via profile.deployments{}.
Score 70/100
Deploys infrastructure on Contabo using Cloud VPS and Object Storage. Focuses on cost‑effective provisioning and Contabo-specific CLI/API quirks.
Score 70/100
Deploys infrastructure on DigitalOcean with Droplets (VMs), Firewalls, and VPCs. Includes Kasm Workspaces auto-scaling integration for dynamic agent provisioning.
Score 70/100
Deploys infrastructure on Hetzner Cloud with ARM64 or x86 servers. Cost-effective European cloud with excellent price/performance ratio.
Score 70/100
Deploys infrastructure on Linode (Akamai Cloud) with Linodes, Firewalls, and VLANs. Strong Kubernetes support with Cluster Autoscaler and Akamai edge network integration.
Score 70/100