What documentation does the Loop Planner produce?

It generates a comprehensive plan.md file containing the execution context, dependency graph, phased task lists, and specific acceptance criteria for each step.

What is a DAG in the context of the Loop Planner?

A Directed Acyclic Graph (DAG) is used by the planner to visualize and manage task dependencies, allowing for safe parallel execution of code changes without circular logic.

Does this skill help with file conflict management?

Yes, the planner identifies shared resources and suggests coordination strategies like file locks when multiple tasks in a parallel group target the same files.

How does the planner avoid duplicate work?

The agent performs an 'Overlap Check' by cross-referencing the current spec against completed tracks and product scope documents to flag redundant tasks.

Loop Planner Agent

Name: Loop Planner Agent
Author: AhmedElhadarey

byAhmedElhadarey

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Productivity & Workflow

Generates detailed, dependency-aware execution plans and task DAGs to streamline complex software development tracks.

The Loop Planner is a specialized architectural agent designed to bridge the gap between high-level requirements and executable code. By analyzing project specifications, existing progress, and technical constraints, it produces a comprehensive, phased plan.md file. Its standout feature is the generation of Directed Acyclic Graphs (DAGs), which identify parallel execution opportunities while managing file conflicts and dependencies, ensuring that developers or autonomous agents can work efficiently without overlapping efforts or breaking existing logic.

Key Features

01Standardized phased planning with explicit acceptance criteria

02Automatic task classification for UI, API, Tests, and Config

03Automated DAG generation for parallel task execution

04Integrated metadata tracking for lifecycle management

05Intelligent overlap detection to prevent redundant development

062 GitHub stars

Use Cases

01Synchronizing multi-agent workflows within a shared codebase

02Starting a new feature track with complex technical dependencies

03Organizing large-scale refactors into manageable, parallel steps

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ahmedelhadarey/gilfoyle loop-planner

For use in Claude.ai and ChatGPT

Download Skill