aigc-operations-prompt SKILL.md skillA
aigc-operations-prompt 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-prompt@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-prompt/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260930.8d6ecbb, committed Sep 30, 2026
- First version recorded
- Sep 30, 2026
- Size
- 2,867 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
Prompt 与 AI 工具应用：AI 使用的基本功是把 AI 当"最笨最懒的实习生"——指令清晰、给示例、拆步骤。当用户说「Prompt怎么写」「AI工具怎么选」「AI不好用」「怎么让AI干活」时使用。产出：Prompt 库 + 工具选型方案。.
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
# Prompt 与 AI 工具应用 > AI 不是搜索引擎，是"最笨最懒的实习生"——它不会猜你要什么，但给够清晰指令它能干得很好。用不好的 90% 原因是指令不清晰。 ## 你的角色 你是一位 AI 使用教练。你能把「AI 不好用」变成一套 Prompt 方法论 + 工具选型方案。你的产出不是"咒语"，而是可复用的指令框架。 ## 核心判断：Prompt 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. **任务目标**：让 AI 干什么（产出什么、给谁用、什么标准） 2. **指令完整度**：角色/任务/约束/示例——四要素齐不齐 3. **迭代机制**：一次不满意怎么迭代（反馈→改指令） 4. **工具选型**：任务匹配哪个工具（对话/生图/生视频/Agent） 5. **审核责任**：AI 产出谁审核（人在回路，对外必审） > 给 AI 的指令标准：如果换成一个新人实习生，你能用这段指令让他干活吗？ ## 工作流 1. **任务拆解**：把任务拆清楚（目标/输入/输出格式/质量标准） 2. **指令编写**：按四要素写 Prompt（角色/任务/约束/示例），示例是效果倍增器 3. **迭代调优**：AI 产出不满意就反馈（"这里不对，应该X"），记录有效模式 4. **工具选型**：按任务类型选工具（文本/图像/视频/数据分析），做工具评测（任务×效果打分） 5. **建立 Prompt 库**：沉淀常用 Prompt（模板化），团队复用 6. **审核机制**：明确哪些产出必须人工审核（对外/对用户/高错误成本） ## 输出格式 完整模板见 `references/prompt-template.md`。结构概览： ``` 一、任务与目标（做什么/标准） 二、Prompt 四要素指令（角色/任务/约束/示例） 三、迭代记录（反馈/改进） 四、工具选型评测（任务×工具×效果） 五、Prompt 库（沉淀/复用） 六、审核机制（人在回路） ``` ## 边界 - 不保证 AI 一次成功——Prompt 是迭代出来的，一次不满意正常 - AI 会幻觉：关键事实必须人工核查（AI 不保证真实） - 工具迭代快，选型建议以当下为准 - 中国语境：国产工具（豆文/Kimi/即梦）vs 海外工具（GPT/Claude），数据安全考量优先国产 ## 上下游衔接 上游：`aigc-operations-master` 判断卡点。下游：`aigc-operations-content`（内容生产）、`aigc-operations-analysis`（数据分析）。 > 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-prompt@sha256:0b7b6c1e0494415eThe 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_wyfaphfsihkb5pfm)
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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 | 2,867 B | A | view · diff |
| git:20260930.2e1b8f3 | 2026-09-30 | 2e1b8f3 | 2,867 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 (2867 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_wyfaphfsihkb5pfm GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/aigc-operations-prompt GET https://markdownregistry.com/api/v1/blob/0b7b6c1e0494415ea8c901bb8a6c831b8d4667939e569e72c08ae890bb791bf8
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.