How does it determine which evaluation track to use?

It scans the track's metadata.json and spec.md files for specific keywords like 'design system', 'API', 'auth', or 'refactor' to determine the appropriate routing.

Does it check for business-level changes?

Yes, it specifically monitors for business-impacting changes such as pricing tier updates or AI model shifts, flagging them for a mandatory business document sync.

Can it run multiple evaluations for a single task?

Yes. If a task involves multiple domains, such as a UI component that also handles API integration, it will trigger all relevant evaluators and require all of them to pass.

What happens when an evaluation fails?

The evaluator updates the project metadata to a 'FIX' state, increments the cycle count, and provides a consolidated list of failure items for the developer or fixer agent to address.

What is the primary role of the Loop Execution Evaluator?

It serves as a dispatcher agent that analyzes completed work and triggers specialized evaluators (like UI/UX or Code Quality) based on the specific nature of the task.

Loop Execution Evaluator

Name: Loop Execution Evaluator
Author: AhmedElhadarey

byAhmedElhadarey

•

生产力与工作流

Orchestrates the evaluation phase of the development loop by dispatching specialized quality checks based on task track type.

The Loop Execution Evaluator acts as a central dispatcher for the post-implementation phase of the Gilfoyle workflow. Instead of applying a generic checklist, it analyzes track metadata and specifications to route tasks to domain-specific evaluators for UI/UX, code quality, integrations, or business logic. It ensures structural integrity by verifying build status, plan updates, and scope alignment while automatically updating the project's state to determine if a task is ready for completion, requires a business sync, or needs immediate iterative fixes.

主要功能

01Business Impact Analysis: Identifies changes requiring business document synchronization like pricing, tiers, or assets.

02Structural Integrity Checks: Automatically verifies build success, plan documentation updates, and scope alignment.

032 GitHub stars

04Intelligent Track Dispatching: Routes tasks to specialized UI, Code, Integration, or Business Logic evaluators based on context.

05Aggregated Reporting: Consolidates results from multiple specialized evaluators into a single, actionable verdict.

06Automated State Management: Updates metadata.json with detailed execution status, timestamps, and failure logs for agent handoffs.

使用场景

01Ensuring consistent review standards across different domains like frontend styling and backend API contracts.

02Automating the quality gate process within an AI-driven development agent architecture.

03Maintaining synchronization between technical code changes and high-level business documentation.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ahmedelhadarey/gilfoyle loop-execution-evaluator

For use in Claude.ai and ChatGPT

主要功能

01Business Impact Analysis: Identifies changes requiring business document synchronization like pricing, tiers, or assets.

02Structural Integrity Checks: Automatically verifies build success, plan documentation updates, and scope alignment.

032 GitHub stars

04Intelligent Track Dispatching: Routes tasks to specialized UI, Code, Integration, or Business Logic evaluators based on context.

05Aggregated Reporting: Consolidates results from multiple specialized evaluators into a single, actionable verdict.

06Automated State Management: Updates metadata.json with detailed execution status, timestamps, and failure logs for agent handoffs.

使用场景

01Ensuring consistent review standards across different domains like frontend styling and backend API contracts.

02Automating the quality gate process within an AI-driven development agent architecture.

03Maintaining synchronization between technical code changes and high-level business documentation.