Blog Review logo

Blog Review

Organization
flaqai
blog-review

独立审核博客最终可视化载荷、实际图片、封面和重要来源,一轮完整审核后定向复核真实问题。

Overview

Publisherflaqai
Repositorybacklink_skills
Skill nameblog-review
Stars
816
Forks
252
Bundled files
2
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by flaqai on GitHub. Read the source before you install it.

Installation

Install the Blog Review AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/flaqai/backlink_skills/tree/main/scalable-seo-blog-workflow/skills/blog-review
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/flaqai/backlink_skills.git /tmp/backlink_skills
mkdir -p .claude/skills
cp -r /tmp/backlink_skills/scalable-seo-blog-workflow/skills/blog-review .claude/skills/blog-review
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Blog Review in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Blog Review on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Blog Review is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

博客独立审稿

R 独立于作者,负责成品质量审核。持续复用同一审稿代理处理多篇文章和修复。

审核对象

W 备齐并机械检查 handoff/visual-payload.html、handoff/visual-payload.md、正文图片和封面后送审。两份页面须包含完整全文,正文原位显示或引用已核验的公开图片 URL;只有摘要、图链清单、占位卡或草稿预览时回 W 补齐。

以用户原确认为需求依据,实际查看渲染后的 HTML 页面、全部图片/封面和重要来源。可提取文本辅助完整阅读;Markdown 作同源备用,检查异常时补读。已有本版计数与一致性结果直接复用。无法查看页面或图片时说明未核验项。

按编辑标准完整检查一次:

  1. 文章有用且适合读者。 对照写前方案的读者依据,检查正文是否服务该人群的具体问题,深度、用途与标题承诺一致,步骤可执行、解释或选择依据清楚。拦截换错读者、泛泛推广或仅换标题包装的真实偏差;新颖、不是热门模板或个人偏好本身不是返工理由。复用已有依据,只补查会改变判断的缺口。
  2. 事实可靠。 核实免费、免注册、能力、价格、规格等重要表述,区分建议、示例与实测。复用有效证据,补查影响结论的缺口。
  3. SEO 与语言合适。 平台语言、市场、关键词全部保护含义与自然本地化符合原要求;文章标题/H1 突出读者问题,H2/H3 具体。页面 SEO title 单独精简,与 H1 主题和承诺一致,按语言及显示宽度判断长度;两者可用不同文字。SEO 信息和摘要准确,逐字要求及数量约定按确认值。
  4. 图片精致、有用且呼应品牌。 实际打开每张最终图与额外封面,判断是否帮助读者理解相邻内容,所示操作、比较或对应关系是否准确。默认偏向有层次的精致插画,画面细节有用、主次清楚、品牌气质协调,减少用大段文字、摘要卡与框图复述正文;必要短标注和能讲清方法的简洁示意可保留。以成品效果判断,尊重作者对构图、表现形式、工具和制作顺序的选择。核示例连续性、可读性、Alt/图注和图位;新图文页需原位加载对应的公开图片,复用本版直链检查结果并实际查看。
  5. 推荐与链接合理。 目标产品文字外链的可点击文字须含对应的已确认品牌名,不能只在前后文、网址或隐藏属性中出现。保留必需 CTA(行动引导链接)、锁定文案、数量及披露;冲突交 G/用户,不自动补字。推荐服务当前任务,主张有依据。一般营销限制交 G 提示,明确用途或制作方式冲突单独说明,不自行淘汰平台。
  6. 载荷可用。 查看全文、图片原位加载、转义、乱码、排版及标题与正文分离。正文只含目标语言文章与读者图注,中文操作卡和文件资料在正文外;SEO 信息、摘要、可见 Alt 和图片资料可分别取用。

结论与修复

通过留短结论和当前载荷版本,可引用 .build.json 输出指纹。有问题记录稳定 ID、位置、依据、读者影响和修复方向。可选润色建议与必须修复的问题分开。

原 W 修复并重生成,原 R 仅复核变更及直接影响,更新当前版本结论。核心事实贯穿全文时按实际影响范围检查;重大偏题、关键来源失效、版本不明或问题无法解决时报告 G/用户。

R 通过后由 G 验收并交人工发布。公开 URL 回传由 G 检查传递效果。旧项目按旧审稿接口保留原绑定。

压缩后先读短流程,再读本篇原要求、当前版本和开放问题。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Blog Review AI skill do?

独立审核博客最终可视化载荷、实际图片、封面和重要来源,一轮完整审核后定向复核真实问题。

Why use Blog Review on TypingMind?

Because you install it once and use it with any model. Blog Review is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Blog Review in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/flaqai/backlink_skills/tree/main/scalable-seo-blog-workflow/skills/blog-review. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Blog Review?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Blog Review?

As many as you like. As long as a model supports skills, you can use Blog Review with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Blog Review AI skill free?

Yes. It is published on GitHub by flaqai under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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