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#Skills

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10/6Tue
10/5Mon
  1. AI Hero · Skills Updates62

    AI Hero Skills v1.3 released: new /implement-spec, /pr, and /retro skills, and CONTEXT.md renamed to GLOSSARY.md

    AI Hero Skills v1.3 is out, adding three skills—/implement-spec, /pr, and /retro—and extending the main flow from /grill-with-docs → /to-spec → /to-tickets into implementation, PRs, and retros.

    Why it matters: The author rounds out the skill set into a full path from writing specs to PRs and retros, and lays out the trade-offs at each step along with the rough edges they already know about.

10/4Sun
  1. 宝玉82

    Drawing on a podcast episode, Baoyu walks through how Lauren Tan, who works on Grok Bot at SpaceXAI, merged 2500 PRs in a single month: at night she lets the AI check and merge on its own, then spot-checks the next morning instead of reviewing each one.

    Quotedlauren@poteto

    i had a lot of fun chatting with @mattpocockuk today about how i was able to land 2,500 PRs last month! Matt is a wonderful interviewer so i think the interview turned out really interesting both of our skill plugins work great together, so i recommend giving both a try and picking the best skills that suit your workflow https://www.youtube.com/watch?v=MN9dGgmLyso

    Why it matters: Using Lauren Tan's practice of merging 2500 PRs in a month, Baoyu explains that skipping individual reviews rests on validation Skills and rule constraints, and lays out the conditions under which he'd apply the same approach.

10/1Thu
9/12Sat
9/11Fri
  1. OpenAI Developer Blog · Codex66

    OpenAI on How to Rewrite Skills and Prompts for GPT-6 Astra

    In an official blog post, OpenAI lays out recommendations for adjusting Skills, AGENTS.md, and task prompts under GPT-6 Astra: Skill descriptions should be as short as possible and state clearly when they apply, and multi-flow Skills should use a root document for minimal routing instead of turning the Skill into an overly specific step-by-step checklist.

    Why it matters: OpenAI has published guidance on cleaning up Skills, AGENTS.md, and prompts under GPT-6 Astra, and it carries over to existing repository setups.

8/26Wed
  1. Cline · Blog71

    Building a Code Review Agent on the Cline Loop with the Cline SDK

    The Cline team built a code review agent with the Cline SDK, splitting review into two agent loops—review and judge—then using a driver script to batch-submit the surviving issues as a single COMMENT event to the GitHub PR.

    Why it matters: A full breakdown of the plugin, Hooks, and two-stage loop behind a code review agent, transferable to other automated review scenarios.

8/5Wed
  2. Vercel · v0 Blog62

    Vercel ships v0 API for programmatic access to its app-generation agent

    Vercel ships v0 API, giving programmatic, headless access to the v0 app-generation agent: send a prompt, v0 generates an app, spins up a dev server in the Vercel Sandbox, and returns a preview URL you can embed in your own UI. The API is now generally available.

    Why it matters: v0 opens up its app-generation capability as an API, so readers can judge how to wire it into their own product or agent workflow.

8/3Mon
  1. OpenAI · Codex Cookbook71

    Iterating on a Development Workflow with Codex: From AGENTS.md to Phased Build Files

    The OpenAI Codex Cookbook lays out a set of repository conventions for wiring Codex into your development process: use AGENTS.md for persistent repository instructions, PLANS.md as the source of phase plans, and split the work into phased build files under harness/build/, with each phase spelling out its goals, acceptance criteria, boundaries, and approval gates.

    Why it matters: OpenAI lays out a complete directory convention for constraining Codex with AGENTS.md, PLANS.md, and phased build files—one you can adapt to your own repository.

7/8Wed
  1. AI Hero · Skills Updates65

    AI Hero skills repo ships v1.1: adds /wayfinder, renames /to-spec and /to-tickets

    AI Hero's skills repo ships v1.1, renaming /to-prd to /to-spec, merging /to-plan and /to-issues into /to-tickets, and adding new Skills like /wayfinder, /research, and /prototype.

    Why it matters: The author walks through the full Skill flow from grilling to deployment and gives the migration commands for the renames, the merge, and the new /wayfinder—useful for anyone building an AI development workflow.

6/18Thu
  1. AI Hero · Skills Updates69

    AI Hero Skills v1 发布：token 消耗降低 63%，新增 /ask-matt 与 /writing-great-skills

    AI Hero 的 skills 目录发布 v1，通过在各 Skill 上启用 disable-model-invocation: true，让 Skill 描述不再进入模型选择 Skill 时查看的上下文窗口，Skill 描述的 token 成本降低 63%。

    Awaiting translation

    Why it matters: v1 用 disable-model-invocation 把 Skill 描述移出上下文窗口，并区分用户调用与模型调用，读者可据此判断自己的 Skill 组织方式。

6/3Wed
  1. claude.dev · Anthropic Developer Blog86

    Anthropic shares what it learned from using Skills inside Claude Code: nine categories and tips for writing them

    Inside Claude Code, Anthropic has already built up hundreds of Skills in active use. The team sorts them into nine categories—library and API references, product validation, data fetching and analysis, business process automation, code scaffolding, code quality and review, CI/CD and deployment, runbooks, and infrastructure operations—and notes that the best Skills should fall cleanly into one of them.

    Why it matters: Anthropic’s internal framework for categorizing hundreds of Skills, along with its experience writing them, can carry over to a team building its own Skill library.

5/18Mon
  1. Lovable · Blog62

    Lovable 上线 Skills，把重复指令变成可复用技能

    Lovable 上线 Skills 功能，把重复交代的工作方式写成可复用的 markdown 技能文件，在相关任务出现时按需加载。技能以文件夹形式组织，主文件 SKILL.md 含 name、description 和 instructions，description 是决定是否触发的唯一依据，支持文件只在主文件引用且确实需要时才加载。

    Awaiting translation

    Why it matters: 官方详解 Lovable Skills 的文件结构、触发机制与写法，并给出可对照的正反示例。

4/10Fri
  1. claude.dev · Anthropic Developer Blog74

    Anthropic 工程师谈 Claude Code 的工具设计：如何像智能体一样思考

    Anthropic 的 Thariq Shihipar 复盘了 Claude Code 工具设计中的取舍，核心主张是工具要贴合模型自身能力，而判断能力边界只能靠观察输出和反复实验。

    Awaiting translation

    Why it matters: Anthropic 工程师复盘 Claude Code 工具设计的取舍，给出可迁移到自建智能体的判断方法。

3/9Mon
  1. OpenAI Developer Blog · Codex87

    OpenAI 如何用 Skills 加速 Agents SDK 仓库维护

    OpenAI 用 Codex 配合仓库内的 Skills、AGENTS.md 和 GitHub Actions 维护 Agents SDK 仓库，把验证、发布准备、示例集成测试和 PR 评审变成可重复流程。

    Awaiting translation

    Why it matters: OpenAI 官方公开了用 Skills、AGENTS.md 和 GitHub Action 维护 Agents SDK 仓库的完整配置，可迁移到其他开源项目。

1/22Thu