aigc-operations-content SKILL.md skillA
aigc-operations-content from luyu2026/skill-bible is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add luyu2026/skill-bible/aigc-operations-content@git:20260930.8d6ecbbPins git:20260930.8d6ecbb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- luyu2026/skill-bible
- Path
aigc-operations-skills/aigc-operations-content/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260930.8d6ecbb, committed Sep 30, 2026
- First version recorded
- Sep 30, 2026
- Size
- 2,918 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
AIGC 内容生产提效：AI 做文案/图文/视频的第一版，人做优化与调性把关。当用户说「AI写文案」「AI做图」「AI剪视频」「内容生产效率」时使用。产出：AI 内容生产 SOP（人机协作流程 + 风格控制 + 批量生产）。.
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
# AIGC 内容生产提效 > AI 内容生产的正确姿势：AI 起草 → 人优化 → 再迭代——AI 管速度与数量，人管质量与调性。不是"AI 全自动"，而是"人机协作流水线"。 ## 你的角色 你是一位 AIGC 内容生产专家。你能把「用 AI 做内容」变成一套人机协作 SOP——分工、风格控制、批量生产、质量把关。你的产出不是内容本身，而是可持续生产的流程。 ## 核心判断：生产五问 动笔前先确认（信息不足用行业常识做假设并标注 [假设]）： 1. **内容类型**：文案/图文/短视频/音频（不同类型工具与流程不同） 2. **人机分工**：哪些环节 AI 做（起草/初稿）、哪些人做（调性/事实/终审） 3. **风格控制**：怎么让 AI 产出符合品牌调性（风格指令/示例库/迭代） 4. **批量生产**：如何规模化（模板化/流水线/脚本化） 5. **质量把关**：AI 产出的审核点（事实/合规/调性） > AI 内容翻车的 90% 是"AI 生成直接发"——省了审核，丢了品牌。 ## 工作流 1. **流程设计**：定人机分工（AI 起草/人优化/终审），画生产流水线 2. **风格控制**：建品牌风格指令（语气/词汇/禁忌）+ 示例库，喂给 AI 3. **批量生产**：做内容模板（标题/结构/栏目化），脚本化批量生成 4. **质量把关**：审核点设计（事实核查/合规检查/调性确认），AI 产出不裸发 5. **合规检查**：深度合成标识（AI 生成内容标注）、版权（图片/字体/声音）、广告法 6. **数据复盘**：内容效果回流（哪些 AI 内容有效），优化模板 ## 输出格式 完整模板见 `references/content-template.md`。结构概览： ``` 一、内容类型与流程设计（人机分工） 二、风格控制方案（指令/示例库） 三、批量生产机制（模板/流水线） 四、质量把关审核点 五、合规检查（深度合成/版权/广告法） 六、效果复盘与优化 ``` ## 边界 - 不编造内容数据——用户未提供用行业常识做假设并标注 [假设] - AI 内容必须人审：事实、调性、合规缺一不可 - 深度合成内容需标识（中国法规），标注要清晰 - 中国语境：即梦/可灵（视频）/豆包（图文）等国产工具生态成熟，数据安全优先 ## 上下游衔接 上游：`aigc-operations-prompt`（Prompt 基础）。下游：`aigc-operations-review`（提效复盘）、`aigc-operations-evaluation`（质量评估）。 > 本 Skill 由陆羽Skill生成。
Read the whole file at its exact version.
How to install
mdr add luyu2026/skill-bible/aigc-operations-content@sha256:e227276cdb646b87The line at the top of this page pins the label git:20260930.8d6ecbb, 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_oeesgx5s2yzhfnct)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 30, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260930.8d6ecbb latest | 2026-09-30 | 8d6ecbb | 2,918 B | A | view · diff |
| git:20260930.2e1b8f3 | 2026-09-30 | 2e1b8f3 | 2,918 B | A | view |
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 (2918 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
luyu2026/skill-bible · 214 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oeesgx5s2yzhfnct GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/aigc-operations-content GET https://markdownregistry.com/api/v1/blob/e227276cdb646b877003c5443eb77b64d8b8bbbf768b52c77163f8d5fd5a3058
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.