llm-artifacts-detection
✓Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or reviewing for agent-introduced cruft.
Installation
SKILL.md
Detect and flag common patterns introduced by LLM coding agents that reduce code quality.
| Tests | references/tests-criteria.md | DRY violations, library testing, mock boundaries | | Dead Code | references/dead-code-criteria.md | Unused code, TODO/FIXME, backwards compat cruft | | Abstraction | references/abstraction-criteria.md | Over-abstraction, copy-paste drift, over-configuration |
| Style | references/style-criteria.md | Obvious comments, defensive overkill, unnecessary types |
Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or reviewing for agent-introduced cruft. Source: existential-birds/beagle.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/existential-birds/beagle --skill llm-artifacts-detection- Source
- existential-birds/beagle
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is llm-artifacts-detection?
Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or reviewing for agent-introduced cruft. Source: existential-birds/beagle.
How do I install llm-artifacts-detection?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/existential-birds/beagle --skill llm-artifacts-detection Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/existential-birds/beagle
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01