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This entry duplicates code-degunker, which is the one we list in search.

code-degunker

Identify and fix AI-generated code anti-patterns: incomplete implementations, TODO placeholders, over-engineering, hallucinated APIs, missing error handling…

Skill by skeletorjs

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/hn3tdevops-jpg-code-degunker

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Identify and fix AI-generated code anti-patterns: incomplete implementations, TODO placeholders, over-engineering, hallucinated APIs, missing error handling, over-defensive code, security vulnerabilities, performance anti-patterns, code bloat, type workarounds, dead code, magic numbers, inconsistent patterns, and poor architecture. Use when asked to "clean up", "degunk", "deslop", review, audit, or harden code. Also triggers on "is this code any good", "make this production-ready", "this feels AI-generated", "fix the code smell", "remove the slop", or "this code is a mess". Covers 27 anti-patterns across architecture, logic, security, performance, completeness, style, and reliability. Supports full file review and branch diff review modes.

Use cases: security, productivity

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What's inside

Skill name
code-degunker
Description
Identify and fix AI-generated code anti-patterns: incomplete implementations, TODO placeholders, over-engineering, hallucinated APIs, missing error handling, over-defensive code, security vulnerabilities, performance anti-patterns, code bloat, type workarounds, dead code, magic numbers, inconsistent patterns, and poor architecture. Use when asked to "clean up", "degunk", "deslop", review, audit, or harden code. Also triggers on "is this code any good", "make this production-ready", "this feels AI-generated", "fix the code smell", "remove the slop", or "this code is a mess". Covers 27 anti-patterns across architecture, logic, security, performance, completeness, style, and reliability. Supports full file review and branch diff review modes.
License
unknown
Compatibility
Created for Zo Computer
Metadata
author: skeletorjs · origin: Adapted from Claude Code skill by same author
Instructions
1,123 lines in SKILL.md · view on GitHub

Before installing

  • Instructions call the network

Agent Skills spec issues

  • body: 1123 lines (spec recommends under 500)

Files (2)

  • DISPLAY.json
  • SKILL.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Last commit (this folder)
Jun 3, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

code-degunker skill. Agent Mart. https://agentmart.dev/skills/hn3tdevops-jpg-code-degunker (last updated 2026-10-24)