eliavamar

eliavamar/repositories-wiki

Instructions file CodexOpenCode

AGENTS.md instructions for eliavamar/repositories-wiki, covering repository wiki, why the wiki matters, when to consult the wiki and keeping the wiki updated.

eliavamar/repositories-wiki

Agent

The Agent Middleware System provides a powerful interception and control layer for LangChain agents, enabling developers to inject custom logic at critical points in the agent execution lifecycle. Middleware components can intercept model calls, tool executions, and agent state transitions, allowing for cross-cutting…

eliavamar/repositories-wiki

Agent

Agent Output Parsers and Format Scratchpad are critical components in LangChain's agent system that handle the bidirectional transformation of data between Language Models (LLMs) and agent execution logic. Output parsers convert LLM responses into structured AgentAction or AgentFinish objects, determining whether the…

eliavamar/repositories-wiki

Agent

Agent Toolkits in LangChain provide integrations with various external resources and services, enabling developers to create versatile applications that combine the power of Large Language Models (LLMs) with the ability to access, interact with, and manipulate external resources. These toolkits serve as composable…

eliavamar/repositories-wiki

Agent

LangChain provides a comprehensive framework for building agents that can interact with language models and execute tools to accomplish complex tasks. The agent system supports multiple specialized agent types, each designed for specific use cases and interaction patterns. These agents leverage different prompting…

eliavamar/repositories-wiki

Agent

The Classic Agent Framework in langchainclassic provides a comprehensive system for building LLM-powered agents that can dynamically select and execute tools to accomplish tasks. Unlike Chains where action sequences are hardcoded, Agents use a language model as a reasoning engine to determine which actions to take and…

eliavamar/repositories-wiki

Agent

Middleware implementations in LangChain provide a powerful mechanism for intercepting and modifying agent execution at key lifecycle points. These middleware components enable cross-cutting concerns such as PII detection, tool call limiting, context management, model fallback handling, and resource tracking to be…

eliavamar/repositories-wiki

Skill Claude CodeCodex

Use this skill when your code changes impact the repository wiki — whether updating existing pages, adding new pages or sections, or removing obsolete ones. Trigger whenever you modify, add, or delete code that is referenced in wiki/INDEX.md, or when you introduce significant new modules or features that should be…

eliavamar/mcp-of-mcps

Instructions file

Instructions for eliavamar/mcp-of-mcps, covering mcp-of-mcpsa3075422, project overview, tech stack, frameworks and project structure.

eliavamar/mcp-of-mcps

MCP server Claude CodeCodexCursor +2

MCP server "mcp-of-mcps" as configured in eliavamar/mcp-of-mcps. Runs locally from the @dbestai/mcp-of-mcps npm package.