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Nearly 6,600 non-citizens were able to register to vote in New Jersey - and many of them cast ballots in the last election. Will this finally be enough for @CoryBooker and @AndyKimNJ to vote to pass the SAVE America Act?

Agent 自主权越高，走捷径的代价就越大。 人与 Agent 的协作深度可以拆解为七个阶梯：从最底层的“对话指令”到最高层的“目标交付”。随着自主权等级提升，你介入的时间越短，Agent 偏离预期的风险就呈指数级增长。 Google 工作了 14 年的 Addy Osmani 正试图通过一套开源方案解决这个失控问题。他建立了一套机制，旨在平衡 Agent 的独立执行能力与人类的监管成本，确保在追求高阶目标时，Agent 不会为了完成任务而选择代价极大的“偷懒”路径。

再次推荐 Google Engineering & DevRel Leader @addyosmani 重磅开源的 Agent Skills (69.7✨)，把资深工程师的生产级工程纪律，固化为 AI Agent 可机械执行、强制验证、跨工具复用的工作流 Agent Skills: Production-grade engineering skills for AI coding agents. 它要解决什么问题？ AI Coding Agent 的默认行为是"走最短路径"——跳过规格、跳过测试、跳过安全评审，给出能跑但不可靠的代码。Agent Skills 的立论是：质量不靠提醒出来的，要靠强制流程托底的。它把"什么时候写规格、测什么、怎么评审、何时发布"这类隐性工程判断，固化成 Agent 必须遵循的步骤。 顶层架构：六阶段生命周期 DEFINE → PLAN → BUILD → VERIFY → REVIEW → SHIP /spec /plan /build /test /review /ship 8 个 slash 命令作为入口，分别对应一个阶段，自动激活对应 Skills。Skills 也会按上下文自动触发（写 API → api-and-interface-design，写 UI → frontend-ui-engineering）。/build auto 在一次批准后自动跑完计划与实现，但每个任务仍独立测试、独立提交、遇险即停。 24 个 Skills 的分布 1. Meta - 1 个 using-agent-skills（路由，决定该用哪个技能） 2. Define - 3 个 interview-me、idea-refine、spec-driven-development 3. Plan - 1 个 planning-and-task-breakdown 4. Build - 7 个 incremental-implementation、test-driven-development、context-engineering、source-driven-development、doubt-driven-development、frontend-ui-engineering、api-and-interface-design 5. Verify - 2 个 browser-testing-with-devtools、debugging-and-error-recovery 6. Review - 4 个 code-review-and-quality、code-simplification、security-and-hardening、performance-optimization 7. Ship - 6 个 git-workflow-and-versioning、ci-cd-and-automation、deprecation-and-migration、documentation-and-adrs、observability-and-instrumentation、shipping-and-launch 几个值得点名的设计取向 · doubt-driven-development：对抗性"新上下文复盘"，CLAIM → EXTRACT → DOUBT → RECONCILE → STOP，可选跨模型升级。这是该仓库比较有原创性的一项，针对高代价/不可逆决策。 · source-driven-development：框架决策必须挂在官方文档上，要引源、要标注未验证项。直接对治 LLM 编造 API。 · deprecation-and-migration 把"代码即负债"单列为技能，配套强制 vs 建议性弃用模式与僵尸代码清除——很少见但有工程味。 · Google 工程文化底蕴：Hyrum's Law（API）、Beyonce Rule 与测试金字塔（测试）、变更尺寸约 100 行 + 评审速度规范（评审）、Chesterton's Fence（简化）、主干开发（git）、Shift Left 与 feature flag（CI/CD）。来源明确标注自《Software Engineering at Google》与 Google 工程实践指南。

I have awful news... A North Carolina mother of two and postal worker has been kidnapped and m*rdered in rural North Carolina while out delivering mail. Her name was Brandi Reynolds, she had two little girls who are now orphaned because sadly they also lost their dad 6 months ago. Brandi was a rural mail carrier in Wilkes County, NC. On Friday afternoon, while she was working her route, police say William Craig Durham restrained her, took her against her will, and sh0t her to death inside a vehicle. Brandi was already a widow. Her husband Brent passed away in a car crash on December 23rd. Two days before Christmas. She had spent the last six months raising their two daughters alone. In her own words, those girls were "the reason I get up every morning. What makes life worth living." And now those two little girls have no mother and no father. Please pray for these two girls, Bayla and Addy... I cannot imagine losing both parents. I pray that this evil man is brought to justice SWIFTLY!!!

🇯🇵この日本人の涙が話題🇧🇷 なぜなら、ブラジルに惜敗し涙を流す日本人サポーターと、そんな彼に寄り添うブラジル人とメキシコ人などの光景が美しかったからです ときにネット上では罵り合いの言葉も見られますが、これこそがW杯の美しさでしょう