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design-research-agents

  • Quickstart
  • Where To Start
  • Installation
  • Run An Example In VS Code
    • Concepts
    • Typical Workflow
    • Philosophy
    • Examples Guide
    • API
    • LLM Clients
    • Tools
    • Agents
    • Workflows
    • Patterns
    • Module Reference
    • Dependencies and Extras
    • Documentation Automation
    • CONTRIBUTING.md
  • GitHub
  • Quickstart
  • Where To Start
  • Installation
  • Run An Example In VS Code
  • Concepts
  • Typical Workflow
  • Philosophy
  • Examples Guide
  • API
  • LLM Clients
  • Tools
  • Agents
  • Workflows
  • Patterns
  • Module Reference
  • Dependencies and Extras
  • Documentation Automation
  • CONTRIBUTING.md
  • GitHub

Section Navigation

  • Agent Examples
    • Direct LLM Call
    • Direct LLM Compiled Execution
    • Direct LLM With Pinned Skills
    • Multi Step Code Tool Calling Agent
    • Multi Step Direct LLM Agent
    • Multi Step JSON Tool Calling Agent
    • Multi Step JSON With Memory
    • Multi Step JSON With Skills
    • Prompt Workflow Agent
    • Seeded Random Baseline Agent
    • VS Code Hello World
  • Workflow Primitive Examples
    • Workflow Delegate And Memory Steps
    • Workflow Diagram Generation
    • Workflow Model Step Design Tradeoff
    • Workflow Prompt Mode
    • Workflow Runtime
    • Workflow Runtime Loop Step
    • Workflow Schema Mode
  • Pattern Examples
    • Coordination Patterns
    • Debate Pattern
    • Nominal Team
    • Plan Execute
    • Propose Critic
    • Rag
    • Ralph Loop
    • Router Delegate
    • Simulated Annealing
    • Tree Search
    • Two Speaker Conversation
  • Client Examples
    • Anthropic Service Client
    • Gemini Service Client
    • Groq Service Client
    • Llama CPP Server Client
    • MLX Local Client
    • Ollama Local Client
    • OpenAI Compatible HTTP Client
    • OpenAI Service Client
    • SGLang Server Client
    • Transformers Local Client
    • vLLM Server Client
  • Model Selection Examples
    • Local
    • Remote
  • Tool Examples
    • Derp MCP General Solver
    • MCP Minimal
    • Multi Source Tool Usage
    • Script Tools / Repo Quickscan
    • Script Tools / Rubric Score
  • Optimization Examples
    • Multi Step JSON Tool Calling 1d Optimization
  • Examples Guide
  • Tool Examples

Tool Examples#

Generated from canonical example docstrings/comments in examples/tools.

  • Derp MCP General Solver
  • MCP Minimal
  • Multi Source Tool Usage
  • Script Tools / Repo Quickscan
  • Script Tools / Rubric Score

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