Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX...
Use this agent when a major project step has been completed and needs to be reviewed against the original plan and coding standards.
Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. Expert in the latest Go ecosystem including generics, workspaces, and cutting-edge frame...
Developer Experience specialist. Improves tooling, setup, and workflows. Focuses on async collaboration and communication via automated standup notes.
Use when you have a spec or requirements for a multi-step task, before touching code. Writes comprehensive implementation plans.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions, ArgoCD/Flux, progressive delivery, container security, and platfo...
Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services, Infrastructure as Code, high availability, disaster recove...
Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. Handles complex module design, multi-cloud deployments, GitOps workflows, policy...
Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. Masters multi-cloud connectivity, service mesh, zero-trust networking, SSL/TLS, global load...
Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). Masters hybrid connectivity, workload placement optimization, edge computi...
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
Use when implementing any feature or bugfix, before writing implementation code
Generate Python code to solve AppWorld agent tasks using playbook bullet guidance. Use when the AppWorld executor needs executable Python code for tasks involving Spotify, Venmo, Gmail, Calendar, Contacts, or o...
Synthesize Reflector insights into structured delta proposals for playbook updates, following ACE paper's Curator architecture
Analyze AppWorld task failures to extract specific API patterns and generate actionable playbook bullets with concrete code examples
Create pull requests following project conventions. Use when: (1) creating a PR with gh pr create, (2) writing commit messages, (3) need branch naming guidance. Covers branch naming patterns, PR title/body form...
Create database migrations, define table schemas, and manage constant tables (enums). Use when: (1) creating a new database table, (2) running 'make migrate.create', (3) adding enum/status values, (4) modifying...
Efficient codebase investigation for rapid-go. Use when understanding existing code before modifications, tracing request flows from API to database, finding where functionality is implemented, or analyzing imp...
Create API layer components for a new entity. Includes usecase interactors (internal/usecase/), proto definitions (schema/proto/), gRPC handlers (internal/infrastructure/grpc/), and DI registration. Use when ad...
Self-review PR changes against project conventions before creating PR. Use when: (1) before creating a pull request, (2) after completing feature implementation, (3) when asked to review changes, (4) running '/...
Complete workflow guide for implementing new CRUD entities. Use when adding a new resource, implementing full CRUD operations, or needing an overview of the database-to-API flow. Triggers: "new entity", "add re...
Create domain layer components: models, repository interfaces, marshallers, and implementations. Use when: (1) adding domain model in internal/domain/model/, (2) creating repository interface in internal/domain...
Search for and install Agent Skills that give you specialized capabilities. Before starting work, ask might a skill exist that handles this better than my base knowledge? If the task involves specific technolog...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.