Tag: agent-framework
Authoring Builtin Tools for Agent Runtimes
This guide details the architecture for creating agent-callable built-in tools, requiring the definition of a manifest, executor, and execution runtime. Developers must manage five distinct faces—Manifest, Executor, ExecutionRuntime, Client…
Accomplish Skill Creation Guide
A framework for developing modular, self-contained skills that extend agent capabilities through specialised workflows, tool integrations, and bundled resources.
MVA Framework for Building MCP Servers
This framework facilitates building robust, production-grade MCP servers using the Model-View-Agent (MVA) pattern in TypeScript. It provides structured methods for defining data models, implementing egress firewalls via Presenters, and crea…
Documenting design patterns for agent frameworks
This skill facilitates the structured documentation of design patterns learned within the Langroid agent framework. It requires creating a descriptive entry in a central file and detailing the implementation, code examples, and usage contex…
OpenMCP CLI for Agent Framework Management
This tool provides a comprehensive command-line interface for managing the OpenMCP agent framework. It facilitates tasks such as installing the package, starting the Gateway, connecting MCP servers, and listing local skills.
Framework for Building Agent Builtin Tools
This comprehensive framework enables developers to create structured, callable APIs (builtin tools) for an agent runtime. It mandates defining manifests, executors, and various UI surfaces to integrate custom, robust logic seamlessly.
Framework for Creating Specialized AI Skills
This skill provides a comprehensive framework for designing and implementing modular, specialized agent skills. It guides developers on structuring context, managing resources (scripts, references, assets), and adhering to progressive discl…
mem0: persistent memory layer for ai agents
Mem0 provides a managed, API-driven memory layer enabling agents to store, retrieve, and manage long-term user context. Developers can integrate this persistent memory into their applications using Python or TypeScript SDKs, facilitating th…
MCP Server Builder and Deployment Tool
This utility facilitates the construction and deployment of Model Context Protocol (MCP) servers. It provides the necessary framework for integrating complex, context-aware agentic capabilities.
Integration testing for core error processors
This guide provides patterns for writing robust integration tests for core error processors, detailing how to mock LLM API calls and verify complex retry and error recovery behaviors. It covers structured testing for happy paths, control te…
testing core agent error handling and retries
This guide details patterns for writing robust integration tests for error processors, focusing on mocking LLM API calls to simulate failures and verify retry logic. It covers best practices for asserting successful retries, error propagati…