KATA Research Automation

Agent readability score

Strengths

• Tool names are descriptive and indicate clear purposes (e.g., 'kata_search_research', 'kata_diagnose_web_interop').
• Parameters are generally well-typed with required/optional flags specified.

Weaknesses

• Some descriptions are vague about usage context (e.g., 'kata_plan_triage' lacks concrete examples of when criteria/actions are applied).
• Parameters like 'criteria' and 'actions' in 'kata_plan_triage' are objects without schema details, risking ambiguity.
• No explicit error handling or constraint definitions in tool descriptions (e.g., 'kata_diagnose_web_interop' mentions security controls but not error cases).

• kata_plan_triage — Parameters 'criteria' and 'actions' lack schema details, making their expected format unclear.
• kata_diagnose_web_interop — Description mentions security constraints but does not specify error handling or failure scenarios.

Verdict

The toolset is well-structured with deterministic workflows and clear naming, but parameter definitions and error handling require refinement for full clarity. The 85/100 score reflects strong foundations with room for improvement in documentation precision.

9/12/2026, 11:03:08 PM

Event narrative

Server remained stable with 100% compliance in dual era between 15:21 and 17:24.

Risk: low

Advice

No changes detected in compliance or status. Continue monitoring for potential hidden issues despite stable metrics.