visual-ops-writer SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
visual-ops-writer from redfox-data/redfox-community is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add redfox-data/redfox-community/visual-ops-writer@git:20260703.12394e1Pins git:20260703.12394e1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- redfox-data/redfox-community
- Path
skills/visual-ops-writer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260703.12394e1, committed Jul 3, 2026
- Size
- 9,582 bytes
- Repository stars
- 456
- License
- none declared
图文运营创作器。从选题、撰写、配图到质检，一条龙完成运营文章生产。看到好文章能仿写，给个 Skill 能生成推广长文，写完正文能自动配图。内置写作质量管控与自动配图能力，图文一体交付。触发词："生成运营文章"、"链接仿写"、"对标分析"、"Skill 推广"、"为正文配图"。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 图文运营创作器 从选题、撰写、配图到质检，覆盖运营文章的完整创作链路。你只需要提供素材——一篇文章链接、一个 Skill、或者一段写好的正文，剩下的交给它。 > 核心执行流程详见 `references/core_workflow.md` --- ## 简介 图文运营创作器解决的是内容团队最常见的效率瓶颈：**一篇文章从写到配，往往需要多人协作、反复打磨**。 通过这个工具，你可以： - 看到一篇好文章，直接仿写为自己的版本，风格一致但内容全新 - 给一个 Skill 或产品，自动生成一篇专业的推广长文，配图到位 - 写完正文不想找图，丢进来自动判断哪里该配图、配什么风格 三种场景，一个工具全覆盖。 **适用对象** - 📝 **内容运营** — 快速产出对标风格文章与产品推广文，从写到配一条龙搞定 - 🛍️ **品牌 / 技能开发者** — 自动生成对齐产品能力的推广长文，内容与功能不脱节 - 🏢 **博主 / 编辑** — 为已有正文智能配图，省去手动规划配图位置的麻烦 --- ## 功能特性 ### 🎯 核心功能 - **🔗 链接仿写**：提供任意文章链接，自动抓取原文内容与图片，学习其风格与结构，仿写全新文章。配图风格与原图保持一致，适合对标分析与竞品内容学习。 - **📣 Skill 推广文**：提供 Skill 文件路径或名称，自动解析产品能力并抓取目标站点最新信息，生成与产品实际能力对齐的推广长文。配图采用红狐讲解员风格，视觉与内容双重匹配。 - **🖼️ 正文补图**：提供完整正文，自动按章节语义与字数密度分析文章结构，智能决定配图位置与数量，批量生成风格统一的配图。适合写完正文不想手动找图的场景。 - **✅ 自动质量检查**：每篇文章生成后自动执行 9 项质量检查（标题长度、章节数、表格数、字数、FAQ 数量、禁忌词、段落行数、信息密度等），输出 JSON 格式质检报告。 ### 写作质量管控 不是随便写一篇就交差。文章生成过程内置完整的质量管控体系： - **文章类型自动匹配**：根据选题自动识别为工具推介型、方法论型或危机应对型，每种类型有独立的写作侧重与结构建议 - **读者画像适配**：支持个体创作者和团队/企业两种读者定位，自动调整表达侧重（个人可执行方法 vs 工具系统协同） - **语调可选**：直白坦率 / 专业严谨 / 轻松对话，默认直白坦率 - **成文字数可控**：支持自定义字数区间（默认 2000-3000 字），链接仿写按原文篇幅自适应 ### 自动配图能力 文章配图不是简单的"插张图"，而是内容的一部分： - **风格迁移**：链接仿写模式下，原图作为风格参照，新内容自动生成，视觉风格保持一致 …
Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community/visual-ops-writer@sha256:ffa5879e9ec5dfe4The line at the top of this page pins the label git:20260703.12394e1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_xngcwjr3dst7c4nr)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 3, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9582 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
redfox-data/redfox-community · 456 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xngcwjr3dst7c4nr GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community/visual-ops-writer GET https://markdownregistry.com/api/v1/blob/ffa5879e9ec5dfe4632e319016265d6cadaf42431a794f9b753a1ea5baaae451
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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