提供免费IP查询接口,Json格式返回方便程序调用

提供免费IP查询接口,Json格式返回方便程序调用

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AGENTS.md实战指南:一份文件管住所有AI编程工具,从规范到落地

AGENTS.md实战指南:一份文件管住所有AI编程工具,从规范到落地

AGENTS.md已被6万个开源仓库和20多种AI编程工具原生支持,2025年底捐入Linux基金会成为中立标准。一项2026年初针对124个真实PR的实测研究显示:有它的项目,AI完成任务的中位耗时降低28.6%,输出token减少16.6%。但写法决定成败——自动生成的AGENTS.md反而让任务成功率下降3%、推理成本上升20%。这篇文章讲清楚它的发现链、写法规范、各工具接入方式和反模式,附可直接抄的模板和15分钟落地清单。
AI技能实战:把重复劳动封进SKILL.md,让Agent第一次就做对

AI技能实战:把重复劳动封进SKILL.md,让Agent第一次就做对

Agent Skills已成跨Agent标准,但73%公开Skill不达标,症结在description缺失触发词。本文拆解5个可复制的SKILL.md封装案例:commit规范、SDK踩坑库、验收验证、发布流水线、质量审计——description决定触发、正文守住500行、脚本承担确定性、触发率是唯一硬指标。

GPT-6 Astra Is Rolling Out: OpenAI’s First “Critical” Cyber-Capability Model Meets a Four-Platform Outage

OpenAI began the phased rollout of GPT-6 Astra, and the company's own system card says it plainly: Astra is the first OpenAI model to cross the "Critical" cybersecurity bar under the Preparedness Framework — meaning it can find undisclosed vulnerabilities and build working exploits against hardened systems without a human walking it through each step. In the same two-week window, all four major chat platforms went down together for the second time. The strongest attack surface in the industry shipped while its providers couldn't keep the lights on.