ISO country CD

Agent readability score

Strengths

• Some tools (e.g., 'utc-time', 'timezone') have clear, specific purposes.
• Presence of niche utilities like 'github-repo-shape' and 'figma-url-shape' adds domain-specific value.

Weaknesses

• Tool names are overly generic (e.g., 'cc-cd', 'validate-json') without clear intent or context.
• Descriptions focus on what the tool does rather than when/why to use it.
• All tools share identical optional parameters (zone, json, url, etc.), making parameter relevance ambiguous.
• High overlap between URL-related tools (e.g., 'web-fetch', 'fetch-status', 'citation') creates confusion.
• No error handling, constraints, or edge case documentation for any tool.

• cc-cd — Name lacks clarity; 'cc' abbreviation not defined
• validate-json — Description doesn't specify validation rules or error formats
• web-fetch — Shares identical parameters with 'fetch-status' and 'citation'
• timezone — Description doesn't explain use cases beyond 'current time in IANA timezone'
• agent-tool-index — Complex description lacks clear trigger conditions for 'start_here.hop'

Verdict

The toolset suffers from poor naming conventions, redundant parameters, and overlapping functionality. While some tools have clear purposes, the lack of contextual documentation and parameter specificity will hinder an agent's ability to select and use tools effectively. The absence of error handling documentation further reduces reliability.

9/13/2026, 1:45:18 AM

Event narrative