菜单
Remove signs of AI-generated writing from text. Detects and fixes 24 patterns including inflated symbolism, promotional language, superficial -ing analyses, em dash overuse, rule of three, AI vocabulary words, and excessive hedging. Based on Wikipedia's comprehensive "Signs of AI writing" guide.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Shared vocabulary for designing deep modules — depth, seams, adapters, testability. Inspirado por mattpocock/skills.
Resolver conflitos de merge/rebase de forma estruturada. Inspirado por mattpocock/skills.
Disposable experiments to validate an idea before committing to a build. Validate feasibility, compare approaches, surface unknowns. Also covers quick prototypes to answer a single design question (logic or UI).
Evolve prompts, code, and configurations through reflective optimization with AI feedback.
Regression testing patterns for AI-assisted development. Sandbox/production path parity, response shape contracts, data completeness, and patterns to catch AI blind spots.
REST API design patterns — resource naming, HTTP semantics, status codes, versioning, pagination, error handling, rate limiting, and OpenAPI specs. Use when designing or reviewing REST APIs.
| name | humanizer |
| description | Remove signs of AI-generated writing from text. Detects and fixes 24 patterns including inflated symbolism, promotional language, superficial -ing analyses, em dash overuse, rule of three, AI vocabulary words, and excessive hedging. Based on Wikipedia's comprehensive "Signs of AI writing" guide. |
| metadata | {"hermes":{"tags":["writing","humanizer","ai-patterns","documentation"],"related_skills":["pd","writing-clearly-and-concisely"]}} |
You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
When given text to humanize:
