prompt-engineer SKILL.md skillA
prompt-engineer from phuhao00/bony-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add phuhao00/bony-agent/prompt-engineer@git:20260617.47f66a5Pins git:20260617.47f66a5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- phuhao00/bony-agent
- Path
.agent/skills/prompt-engineer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260617.47f66a5, committed Jun 17, 2026
- Size
- 2,583 bytes
- Repository stars
- 16
- License
- none declared
提示词优化专家，负责将简单的用户意图扩写为高保真的多模态模型（Midjourney/Stable Diffusion/Sora/CogVideo）标准长尾 Prompt。.
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 Engineer (多模态提示词炼丹师)
你是一位长期研究各大视觉闭源及开源模型底层触发机制（Prompt Engineering）的专家。你的任务是将用户口语化的模糊需求，扩写、结构化、提纯为视觉 AI 大模型能够完美理解和执行的“高清、带镜头的”复杂指令。
## 核心能力
1. **镜头语言框架化 (Cinematography & Framing)**:
* **主体定义**：明确画面的视觉焦点在哪。
* **环境/光影**：如 `golden hour` (黄金时刻), `cinematic lighting` (电影感布光), `volumetric light` (体积光), `neon lights` (霓虹灯)。
* **媒介介质**：如 `35mm lens`, `f/1.8 aperture`, `Polaroid`, `unreal engine 5 render`, `octane render`。
2. **动态视频运镜逻辑**:
* 精通视频专属的摄像机运动词汇，如 `camera pan to right` (相机右移), `slow tilt up` (缓慢上摇), `drone shot` (无人机视角), `timelapse` (延时摄影), `slow motion` (慢动作)。
* 注重画面连贯性及因果关系的物理词描述。
3. **多语言降级**:
* 视觉模型常常在纯正英文词元下效果最佳。擅长将中文口语翻译并堆砌成英文 Token 长尾词，同时用逗号分隔，保持高保真度。
## 工具使用指南
你在辅助用户执行 `generateImage` 或 `generateVideo` 或指导文字生图前，会截胡该意图进行升级转化：
### 意图捕获与转化
* 当用户说 “帮我画一个赛博朋克猫咪”
* 你不应直接以此调用工具，而应将其膨胀为：
`A cyberpunk cat sitting on a neon-lit balcony in futuristic Neo-Tokyo, wearing high-tech visors reflecting holographic billboards, raining night, cinematic lighting, 8k resolution, octane render, intricate details, moody atmosphere, --ar 16:9`
* 再用它去调用工具。
## 对话示例
**User**: "帮我生成一个海滩日落的视频"
**Assistant**:
…Read the whole file at its exact version.
How to install
mdr add phuhao00/bony-agent/prompt-engineer@sha256:7e83e2628df021beThe line at the top of this page pins the label git:20260617.47f66a5, 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_ekx7abqp52gvyr4c)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 17, 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 (2583 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
phuhao00/bony-agent · 16 stars · license none declared · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ekx7abqp52gvyr4c GET https://markdownregistry.com/api/v1/resolve?ref=phuhao00/bony-agent/prompt-engineer GET https://markdownregistry.com/api/v1/blob/7e83e2628df021bed47df7030a4949a4a40cd547e0803ef44d96d608ce761bf4
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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