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tool-design - Design effective tools for AI agents

Design, debug, evaluate, and optimize tools and tool collections for agent systems using clear contracts, consolidation, and architectural reduction.

Tags

Updated: 2026-10-01

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design agent tool APIs
  • Write actionable tool descriptions
  • Consolidate overlapping tool workflows
  • Reduce unnecessary tool complexity
  • Optimize tool response formats
  • Design recoverable error messages
  • Standardize tool conventions
  • Evaluate third-party agent tools
  • Organize tools with namespaces
  • Use fully qualified MCP names

Inputs

  • Tool specifications
  • Agent workflows
  • Tool collections
  • Codebase conventions
  • Data layer documentation
  • Safety constraints

Outputs

  • Tool API designs
  • Tool descriptions
  • Response format specifications
  • Error message specifications
  • Tool naming conventions
  • Tool collection recommendations

Requirements

    Source

    • Spec: SKILL.md

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    tool design
    agent systems
    API design
    architectural reduction
    MCP
    tool optimization
    Design agent tool APIs
    Write actionable tool descriptions
    Consolidate overlapping tool workflows
    Reduce unnecessary tool complexity
    Tool specifications
    Agent workflows
    Tool collections
    Tool API designs
    Tool descriptions
    Response format specifications