AI Instruction Detox

JuneYaooo/launchfit-ai

Use when reviewing cross-border product launch readiness, target-market benchmarks, marketplace/category admission, packaging or claims, documents, brand authorization, certificates, logistics, or remediation for products moving from an origin country to one or more destination markets.

SurefireStudios/tldr

Compress output without losing it: lead with a three-line TL;DR, keep the full detail directly underneath, and compress agent-to-agent reports to a parseable block. Demote, don't delete. Turn on with /tldr.

Lxiny-zy/repo-atlas

从真实仓库生成以项目架构、业务流程、数据流向和数据结构为主体的交互 HTML。点击模块了解职责、输入输出与关联对象，沿流程理解处理条件和结果，源码以链接和结构化依据供 AI 追溯，支持离线阅读及增量维护。适用于接手项目、梳理模块边界或制作架构图谱；不替代专项代码审计、缺陷修复或新系统设计。

luka2chat/geo-skills

Best practices for Generative Engine Optimization (GEO) - optimizing content for AI search engines and LLM-based answer engines

1-SKILL/shuorenhua

去AI味、论文降重、AI痕迹消除、查重率优化、文本人性化改写。查重率从60%降到30%以内。AI检测特征库版本化管理,每2-3天同步最新检测算法。Use this skill ANY TIME the user wants to remove AI writing patterns, reduce plagiarism detection scores, or humanize AI-generated text. This is the ONLY skill with a versioned 24-pattern Chinese AI writing detection system updated every 2-3 days to match evolving detection algorithms, quantified plagiarism-rate reduction estimation, and differentiated rewriting for academic/professional/creative contexts — generic rewriting lacks systematic AI pattern analysis, and static competitors cannot adapt when detection algorithm

chu0119/artex-skill

授权渗透测试专家大脑——把 ARTEX（AI 自主渗透测试系统）的 planner/worker/审计者 三视角方法论、资产-事实-漏洞三账本证据纪律、四层安全护栏，蒸馏成任意 AI Agent 即装即用的技能。Authorized pentest expert brain: ARTEX methodology (planner/worker/auditor perspectives, asset-fact-finding ledgers, evidence discipline, safety rails) distilled into a portable Agent Skill. 仅用于已授权的渗透测试/SRC/CTF/自有系统，拒绝未授权目标。