workflow-insights

Analyzes agent execution traces to detect and score workflow inefficiencies.

12|3|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/ApiliumCode/mayros --skill workflow-insights
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: workflow-insights
Source: https://github.com/ApiliumCode/mayros/tree/main/skills/official/workflow-insights
Command: npx skills add https://github.com/ApiliumCode/mayros --skill workflow-insights

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill identifies inefficiencies and anti-patterns within agent workflows, helping to optimize performance and reduce resource waste.

Core Features & Use Cases

  • Anti-Pattern Detection: Identifies common issues like repeated failures, long delegation chains, unused tools, redundant queries, timeouts, resource waste, and error cascades.
  • Health Scoring: Assigns a health score (0-100) to workflows based on detected anti-patterns.
  • Use Case: Debug a slow or error-prone agent by running this skill to pinpoint exactly where the workflow is breaking down or becoming inefficient.

Quick Start

Analyze the current agent's workflow traces to identify any inefficiencies.

Frequently Asked Questions about workflow-insights

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect anti-patterns in agent workflows to fix execution inefficiencies?

You can detect agent workflow inefficiencies by analyzing execution traces with a weighted system of 7 anti-pattern detectors. This process identifies issues like repeated failures, long delegation chains, unused tools, and error cascades to pinpoint exactly where pipelines break down.

What is a workflow health score and how is it calculated for multi-step agent pipelines?

A workflow health score is a 0-100 metric calculated by evaluating execution traces against 7 anti-pattern detectors. It assesses delegation, error patterns, resource usage, and tool utilization to provide an automated health assessment for multi-step agent pipelines.

How do I debug a slow agent that has repeated failures and long delegation chains?

Debug a slow agent by running an execution trace analysis to identify anti-patterns like repeated failures and long delegation chains. The analysis scores workflow inefficiencies, highlighting exact breakdown points in tool utilization and resource usage.

Can I audit agent performance and resource waste without adding extra dependencies?

Yes, you can audit agent performance and resource waste using workflow analysis scripts and references without external dependencies. The evaluation applies anti-pattern detectors directly to execution traces to score delegation and error cascades.

What are the limitations of using workflow analysis for optimizing multi-step agent pipelines?

Workflow analysis for multi-step agent pipelines is limited to detecting known inefficiencies like redundant queries and timeouts. It relies entirely on execution trace data, meaning it cannot diagnose external network issues or logic flaws outside the recorded agent workflow.