denoise

Simplify source files in a directory or single file using parallel code-simplifier agents.

Updated Aug 27, 2026

Search Tags:#automation #refactoring #code-cleanup #code-simplification #denoise #team-orchestration

Ready to run

npx skills add https://github.com/madebymlai/feldspar --skill denoise-madebymlai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: denoise
Source: https://github.com/madebymlai/feldspar/tree/main/.claude/skills/denoise
Command: npx skills add https://github.com/madebymlai/feldspar --skill denoise-madebymlai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The denoise skill automates post‑implementation code cleanup by simplifying source files, reducing technical debt, and ensuring a consistent codebase after a feature is delivered.

Core Features & Use Cases

Scope Evaluation & Grouping: Analyzes a directory or single file, groups files intelligently for balanced parallel work.
Team Orchestration: Creates a temporary team of code‑simplifier agents, assigns each a subset of files, and runs them concurrently.
Automated Shutdown: Detects completion, sends shutdown requests, and cleans up the team automatically.

Quick Start

Ask the denoise skill to clean up the src directory of my project.

Frequently Asked Questions about denoise

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

FAQPage Schema

How do I automate code cleanup and simplification after feature implementation?▼

Automated code cleanup is handled by applying smart simplification to source files after implementation. The skill analyzes a directory or single file, groups them for balanced work, and runs parallel code-simplifier agents to reduce technical debt and ensure a consistent codebase.

Can I run parallel refactoring on a large directory of source files?▼

Parallel refactoring is supported by evaluating the scope of a directory and grouping files intelligently. A temporary team of code-simplifier agents is created, with each agent assigned a subset of files to run concurrently for efficient code cleanup.

Do I need a specific plugin to orchestrate team management for code simplification?▼

Team orchestration for code simplification requires the code-simplifier plugin. This dependency is necessary to support task creation, manage the temporary team of agents, and ensure the safe shutdown and cleanup of simplification processes upon completion.

What is the best way to reduce technical debt across a codebase automatically?▼

Reducing technical debt automatically involves applying post-implementation code simplification across source files. By orchestrating a team of parallel agents to clean up and simplify the code, the codebase remains consistent and free of unnecessary complexity after delivery.

How does the automated shutdown process work for simplification agents?▼

Automated shutdown works by detecting when the parallel code-simplifier agents have finished processing their assigned file groups. Once completion is detected, shutdown requests are sent and the temporary team is automatically cleaned up to free resources.