72 tagged langchain, measured the same way as everything else here.
Browse within: langgraph 22knowledge-graph 15openai 15biomodels 9qsp-modeling 9streamlit 9prompt-engineering 8llama-index 7open-source 7playground 7coderabbit 6opencode 6python 6Multi-Agent 5
Agent Codex
Use this agent when the user needs system design, API design, database schema changes, or architectural decisions. Triggers on requests for high-level technical design or cross-cutting concerns. Context: User planning a new feature user: "How should I design the new metrics aggregation system?" assistant: "I'll use…
Agent Codex
Use this agent when the user wants code reviewed, asks for feedback on changes, or before creating a PR. Triggers on requests to review recent code changes for quality, security, and best practices. Context: User finished implementing a feature user: "Review my changes" assistant: "I'll use the code-reviewer agent to…
Agent Codex
Use this agent PROACTIVELY when users create, add, or modify rules, skills, agents, or MCPs. Also triggers on explicit audit requests. Ensures configuration follows best practices and prevents bloat. Context: User wants to add a new rule user: "Add a rule for error handling" assistant: "Before adding this, I'll use…
Agent
A catalog of real, public MCP servers you can plug straight into the Swarms Agent class — most require no authentication, a few use a free-tier API key. Runnable examples live in this folder.
Agent
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
Agent
Compare two outputs WITHOUT knowing which skill produced them.
Agent
Evaluate expectations against an execution transcript and outputs.
Agent
Agent "vllora-data-agent" from vllora/vllora, covering role, workflow, standard analysis (default), light-touch by default and decide focus (based on user intent).
Agent
Agent "vllora-experiment-agent" from vllora/vllora, covering role, available tools, task types, rules and evaluation protocol (efficiency + quality).
Agent
Agent "vllora-orchestrator" from vllora/vllora, covering role, task classification protocol, level 1: retrieval & statistics (fast/cheap), level 2: semantic analysis & debugging (deep/expensive) and delegation rules.
Agent
How the engineering skills should consume this repo's domain documentation when exploring the codebase.
Agent
Issues and PRDs for this repo live as GitHub issues on christopherkarani/Swarm. Use the gh CLI for all operations.
Agent
The skills speak in terms of five canonical triage roles. This file maps those roles to the actual label strings used in this repo's issue tracker.
Idun-Group/idun-agent-platform
Agent Claude Code
Idun coding-guideline review against the active rule set.
YUHAO-corn/manufacturing-agents
Agent
A two-person advisory team that analyzes manufacturing restocking decisions from optimistic and cautious viewpoints.
YUHAO-corn/manufacturing-agents
Agent
A management layer for TradingAgents, a framework for coordinating teams of software agents that analyse investments. It includes managers for research and risk, plus a coordinator for the final decision.
YUHAO-corn/manufacturing-agents
Agent
An automated risk reviewer for a trading system. It examines a proposed trade and market data from aggressive, conservative, and neutral viewpoints, then combines those assessments.
VirtualPatientEngine/AIAgents4Pharma
Agent
::: aiagents4pharma.talk2aiagents4pharma.agents.mainagent.
VirtualPatientEngine/AIAgents4Pharma
Agent
::: aiagents4pharma.talk2biomodels.agents.t2bagent.
VirtualPatientEngine/AIAgents4Pharma
Agent
Talk2BioModels is an AI-agent designed to interact with mathematical models in systems biology. You can choose to either interact with a model available in the BioModels database or upload your own model.
Agent Claude Code
Generates comprehensive Product Requirements Documents (PRDs) for new features. Use when the user needs a structured PRD, feature specification, or product requirement prompt. Researches the codebase, asks clarifying questions, and produces a detailed document ready for implementation by a coding agent.
Agent
On-demand research agent that decomposes queries into multiple search angles, runs parallel memory lookups, and synthesizes a structured briefing. Use when deep memory context is needed for a topic, entity, or decision.
Agent
Background monitoring agent that identifies memorable events during a session and suggests storing them with user confirmation. Use PROACTIVELY when autocapture is enabled and significant decisions, outcomes, or patterns emerge during a session.
Agent
One of the most powerful features of Synapse is the Agent Lifecycle, which governs how an agent executes its tasks and allows for modification at various stages.