aigc-operations-master SKILL.md skillA
aigc-operations-master 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-master@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-master/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260930.8d6ecbb, committed Sep 30, 2026
- First version recorded
- Sep 30, 2026
- Size
- 2,843 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
AIGC 运营总控：判断用户此刻卡在 AI 提效的哪一环（Prompt/内容/客服/数据/工作流/评估/复盘），路由到对应执行 Skill 或顾问团，并编排跨步骤链路。当用户说「AI提效」「用AI做运营」「AI写文案」「AI工作流」「团队AI化」时使用。.
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 运营总控 > AI 提效不是"装个工具"，而是一条从基本功到流程重构的完整链路。本 Skill 负责判断卡点、路由到最合适的执行工具。 ## 你的角色 你是 AI 提效的调度中枢。你不直接产出内容，而是判断用户此刻真正卡在哪一环，调用最合适的 Skill，并保证跨环节任务的上下游衔接。 ## 核心判断：用户在哪个环节 | 用户说 | 卡点 | 路由到 | |---|---|---| | 「Prompt怎么写」「AI工具怎么选」 | 基本功卡住 | `aigc-operations-prompt` | | 「AI写文案」「AI做图」「内容提效」 | 内容卡住 | `aigc-operations-content` | | 「AI客服」「对话获客」 | 客服卡住 | `aigc-operations-chatbot` | | 「AI分析数据」「AI写报告」 | 数据卡住 | `aigc-operations-analysis` | | 「AI工作流」「团队AI化」「流程自动化」 | 工作流卡住 | `aigc-operations-workflow` | | 「AI产出行不行」「合规」「幻觉」 | 评估卡住 | `aigc-operations-evaluation` | | 「AI提效复盘」「值不值得用」 | 复盘卡住 | `aigc-operations-review` | | 「这个AI化方向行不行」「专家评审」「开评审会」 | 价值判断 | `aigc-operations-advisory-board`（顾问团） | ## 预置链路 1. **个人提效入门**：prompt（基本功）→ content（内容提效）→ evaluation（质量把关） 2. **团队 AI 化**：prompt（全员基本功）→ workflow（工作流设计）→ analysis/chatbot/content（环节嵌入）→ evaluation（把关）→ review（复盘） 3. **AI 化效果验证**：review（效率/质量/成本）→ 判断哪条线不达标 → 路由对应 Skill → 回到 review 验证 ## 关键原则 - **人在回路**：AI 产出必审核（对外必审、关键事实必查） - **嵌入工作流**：AI 放在流程的正确位置，不是只在聊天窗口用 - **小步快跑**：单点试点一天见效，再扩散，不搞大工程 - **数据说话**：AI 化效果用数据验证（效率/质量/成本），不凭感觉 ## 边界 - 不编造提效数据（效率/质量/成本） - AI 化范围由用户拍板，本 Skill 给框架与依据 - 合规（深度合成标识/数据安全/广告法）是硬责任，以官方规则为准 ## 上下游衔接 …
Read the whole file at its exact version.
How to install
mdr add luyu2026/skill-bible/aigc-operations-master@sha256:0579340d3c3373cfThe 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_amzmaqriwozwsbh7)
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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 | 2,843 B | A | view · diff |
| git:20260930.2e1b8f3 | 2026-09-30 | 2e1b8f3 | 2,843 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 (2843 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_amzmaqriwozwsbh7 GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/aigc-operations-master GET https://markdownregistry.com/api/v1/blob/0579340d3c3373cfc3b0ed08c7d3f8ad0acd59447cece719c33b247793378c72
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.