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Agent Skill · 研究检索

writing-assistance-apis(编写辅助 API)

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论;涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

writing-assistance-apis 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 36,805。

总安装 1,858周安装 79GitHub Stars 27下载 651核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:writing-assistance-apis(编写辅助 API)
来源仓库:https://github.com/webmaxru/agent-skills
仓库路径:skills/writing-assistance-apis
安装命令:
npx skills add https://github.com/webmaxru/agent-skills --skill writing-assistance-apis
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/webmaxru/agent-skills --skill writing-assistance-apis

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。适合让 Agent 提炼结构、补齐章节、统一术语或检查链接。使用时保留项目已有事实和路径,避免写成确定结论。涉及对外文案时需控制语气,防止过度营销或夸大能力。安装方式:通过 GitHub 仓库添加技能。

writing-assistance-apis 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/writing-assistance-apis

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/webmaxru/agent-skills --skill writing-assistan…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

writing-assistance-apis 怎么安装?

在终端执行 npx skills add https://github.com/webmaxru/agent-skills --skill writing-assistance-apis。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

writing-assistance-apis 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

writing-assistance-apis 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

writing-assistance-apis 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

writing-assistance-apis 用的人多吗?

公开数据是累计安装 1,858 次,近一周安装 79 次,下载 651 次,GitHub 27 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

writing-assistance-apis 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
writing-assistance-apis

编写辅助 API · 本页

1,85827操作浏览器未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Writing Assistance APIs

Procedures

Step 1: Identify the browser integration surface

  1. Inspect the workspace for browser entry points, UI handlers, and any existing AI abstraction layer.
  2. Execute node scripts/find-writing-assistance-targets.mjs. to inventory likely frontend files and existing Summarizer, Writer, or Rewriter usage when a Node runtime is available.
  3. If a Node runtime is unavailable, inspect the nearest package.json, HTML entry point, and framework bootstrap files manually to identify the browser app boundary.
  4. If the workspace contains multiple frontend apps, prefer the app that contains the active route, component, or user-requested feature surface.
  5. If the inventory still leaves multiple plausible frontend targets, stop and ask which app should receive the Writing Assistance API integration.
  6. If the project is not a browser web app, stop and explain that this skill does not apply.

Step 2: Confirm API viability and choose the right surface

  1. Read references/writing-assistance-reference.md before writing code.
  2. Read references/examples.md when the feature needs a session shape for monitoring downloads, batch output, streaming output, or cancellation.
  3. Read references/compatibility.md when preview flags, browser channels, hardware requirements, or iframe constraints matter.
  4. Read references/troubleshooting.md when availability checks, creation, streaming, or session cleanup fail.
  5. Verify that the feature runs in a secure Window context and that the relevant permissions-policy feature allows access from the current frame.
  6. Choose the narrowest surface that matches the task:

- Summarizer for article, document, or conversation summaries. - Writer for generating new text from a short prompt or writing task. - Rewriter for transforming existing text while preserving its intent.

  1. If the feature must run in a worker, on the server, or against a remote model provider, stop and explain the platform mismatch.
  2. If the project uses TypeScript, add or preserve typings that cover the specific browser APIs used by the feature.

Step 3: Implement a guarded session wrapper

  1. Read assets/writing-assistance-session.template.ts and adapt it to the framework, state model, and file layout in the workspace.
  2. Gate session creation behind the API's availability() method using the same create options that will be used at runtime.
  3. Treat availability() as a capability check, not a guarantee that creation will succeed without user interaction or download time.
  4. Create sessions only after user activation when creation may initiate a download.
  5. Use the monitor option during create() when the UI needs download progress.
  6. Use AbortController for cancelable create and run calls, and call destroy() when the session is no longer needed.
  7. Recreate the session instead of mutating options after creation; session options are fixed per instance.
  8. If the feature lives in a cross-origin iframe, require explicit delegation for each API that the frame needs.

Step 4: Wire UX and fallback behavior

  1. Surface distinct states for missing APIs, unavailable devices, downloadable or downloading models, ready sessions, in-flight generation, and aborted work.
  2. Keep a non-AI fallback for unsupported browsers, blocked frames, or devices that do not meet the current preview requirements.
  3. Strip or normalize HTML before summarization or rewriting when the source text comes from rendered page content.
  4. Use the batch methods when the feature needs the full result before continuing, and use the streaming methods when the UI should reveal output incrementally.
  5. Pass sharedContext only for persistent session-wide guidance, and pass per-call context only for request-specific background detail.
  6. Keep language options explicit when the feature depends on supported input, context, or output languages.
  7. Do not route generic chatbot, tool-calling, or open-ended assistant tasks through these APIs; switch to the Prompt API or another approved capability when the task is not summarization, writing, or rewriting.

Step 5: Validate behavior

  1. Execute node scripts/find-writing-assistance-targets.mjs. to confirm that the intended app boundary and API markers still resolve to the edited integration surface.
  2. Verify feature detection, secure-context checks, and availability() behavior before debugging deeper runtime failures.
  3. Test at least one batch call and one streaming call when the feature exposes both modes.
  4. Confirm that cancellation stops generation cleanly and that destroyed sessions are not reused.
  5. If the target environment depends on preview browser flags or channel-specific behavior, confirm the required browser state from references/compatibility.md before treating failures as application bugs.
  6. Run the workspace build, typecheck, or tests after editing.

Error Handling

  • If Summarizer, Writer, or Rewriter is missing, keep a non-AI fallback and confirm that the environment satisfies the browser and preview requirements before changing product logic.
  • If availability() returns downloadable or downloading, require user-driven session creation before promising that generation is ready.
  • If create() throws NotAllowedError, check permissions-policy constraints, missing user activation for downloads, browser policy restrictions, or user rejection.
  • If create() or a run call throws NotSupportedError, align the requested languages, output format, summary type, tone, or length with the browser's supported combinations.
  • If a call throws QuotaExceededError, shrink sharedContext, per-call context, or the user input before retrying.
  • If the feature must run in a worker or server context, stop and explain that the Writing Assistance APIs are window-only browser APIs.

平台分布

Codex

34.36%
按下载量换算224

Claude

31.3%
按下载量换算204

Cursor

16.68%
按下载量换算109

Gemini CLI

9.96%
按下载量换算65

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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