{"repo":"LeonardNJU/code-humanizer","free":true,"listed":false,"github":"https://github.com/LeonardNJU/code-humanizer","clone":"git clone https://github.com/LeonardNJU/code-humanizer.git","description":"humanizer, but for code — an agent skill that removes AI-generated code slop: duplicated helpers, try-import fallbacks, broad excepts, speculative abstractions. Test-gated, behavior-preserving.","language":null,"stars":43,"topics":["agent-skills","ai-slop","claude","claude-code","code-quality","refactoring","skill","technical-debt"],"license":"MIT","category":"dev-tools","readme_excerpt":"code-humanizer English 中文 humanizer, but for code. An agent skill that removes signs of AI-generated code from a repository, and can guard new changes against the same patterns — the structural slop coding agents leave behind when they optimize for \"tests pass\" instead of \"codebase stays healthy.\" Install One command, picks your agents for you (Claude Code, Codex, Cursor, Cline, Gemini, Copilot, and more): Or drop it in by hand — the skill is a single SKILL.md , no build step, no dependencies: Any harness that reads SKILL.md agent skills works the same way. Use Default mode is scan → report (findings table with pattern #, severity 0–4, evidence, proposed fix, behavior risk). Fix mode runs on your approval, one pattern per commit, tests green after every step. Prevent slop while coding Guard mode applies the same catalog before and after an implementation: inspect the repository before creating helpers or abstractions, then audit only the resulting diff while checking duplication against the whole repo. It is a thin AI-slop-specific guardrail, not a general coding workflow and not permission to clean up unrelated code. Exploratory work may keep deliberate temporary duplication, hard-coded values, or parallel variants when they stay contained. Those exemptions end when the code moves into a core package, shared module, stable API, or merge-ready path. What it catches The prose humanizer catalogs AI writing tells (em-dashes, \"it's not just X, it's Y\", rule-of-three). This catalo","default_branch":null,"files":null,"tree":[],"storefront":"/r/LeonardNJU","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/LeonardNJU/code-humanizer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}