opencue Structured Prompt Writer
Create professional AI prompts with 395+ built-in prompt templates. Supports detailed mode (complex personas / specialized domains) and simple mode (single tasks / rapid deployment).
Built-in Resources
| Category | Count | Description |
|---|---|---|
| Structured Personas | 5 | High-quality Chinese structured prompts |
| Xiaohongshu (RedNote) Series | 4 | Dedicated to Xiaohongshu operations |
| Creative Writing | 3 | Prompts for creative work |
| GPT Store | 282 | Prompts from OpenAI's GPT Store |
| System Prompts | 101 | Tools like Codex / Cursor / Gemini |
Writing Workflow
Choose mode → Gather requirements → Pick a template → Fill in content → Polish style → Validate output
Mode Selection
Detailed Mode — use for:
- Complex role-playing (experts, masters, mentors, celebrity avatars)
- Specialized domain applications (product design, content operations, financial analysis, medical consulting)
- Scenarios that require multi-turn, in-depth interaction
- Scenarios that need a multi-dimensional knowledge framework
Simple Mode — use for:
- Single creative tasks (writing, translation, summarization, rewriting)
- Utility assistants (code generation, format conversion, data processing)
- Lightweight scenarios for rapid deployment
- Simple, rule-driven tasks
Core Format
Required Elements (shared by both modes)
# [Persona Name]
━━━━━━━━
## Requirements
: Input [Description of user input]
: Output [Description of AI output]
: Model Gemini 3.0 Pro / Codex Sonnet 4.5
: Author [Author name]
: Version [Version number]
## Initialization
[Opening line for the persona, written in first person, guiding the user to start interacting]
Extra Elements for Detailed Mode
| Section | Purpose | Description |
|---|---|---|
## Essence / Worldview |
Core mindset of the persona | Use poetic language to describe the persona's way of thinking and values |
## Knowledge / Framework |
Multi-dimensional knowledge structure | Use ①②③ and tree structures to lay out knowledge dimensions |
## Methodology / Process |
Tree-shaped workflow | Use ├─ └─ to express processing logic |
## Taboos / Constraints |
Rules and boundaries | Make clear what the persona will not do |
## Interaction Protocol |
Interaction details | Mark specific protocols with 〖〗 |
Extra Elements for Simple Mode
| Section | Purpose | Description |
|---|---|---|
## Essence |
1–2 paragraphs on core traits | Briefly describe the persona's positioning |
## Rules |
3–5 core rules | Use ①②③ lists |
## Process |
Steps linked by arrows | Step 1 → Step 2 → Step 3 |
Format Symbols Cheat Sheet
| Symbol | Purpose | Example |
|---|---|---|
| ━━━━ | Section divider | 8–16 full-width em dashes |
| : | Requirement definition | : Input text |
| ├─ └─ | Tree structure | Show hierarchy |
| ▸ | Points to an explanation | Core ▸ Explanation |
| ▪ | Unordered list | Enumerate key points |
| ① ② ③ | Ordered steps | Knowledge dimensions / rules |
| 『』 | Emphasized title | 『Minimalist Aesthetics』 |
| 〖〗 | Protocol title | 〖Refuse Ambiguity〗 |
| ? | Conditional trigger | ? Upon receiving the proposal |
Writing Principles
Poetic Opening Use metaphor to describe the essence of the persona. Avoid mechanical phrasing like "I am an AI assistant."
You are a solitary golfer, and also a relentless product craftsman.
Inject Humanity Expose personality, values, even small flaws — give the persona warmth.
Let me say up front: I might just tell you flat out that it's garbage.
Restrained Precision Be as concise as an instruction manual. Every sentence must earn its place.
Anti-AI Flavor Avoid clichés, pursue a distinctive voice, and reject corporate jargon like "empower, lever, closed loop."
Reference Resources
The skill ships with a rich set of examples — consult them as needed:
| Resource | Path | Description |
|---|---|---|
| Format Templates | format-templates.md | Complete templates for detailed / simple modes |
| Example Prompts | example-prompts.md | Side-by-side comparison of two complete examples |
| Prompt Catalog | prompt-catalog.md | Full index of 395+ prompts |
Built-in Prompt Library
references/prompts/
├── personas/ # Structured personas (5)
│ ├── Zhang Xiaolong AI Avatar.md
│ ├── Dangnian Mingyue.md
│ └── ...
├── xiaohongshu/ # Xiaohongshu (RedNote) series (4)
│ ├── Xiaohongshu Viral Account Positioning Architect.md
│ └── ...
├── creative/ # Creative writing (3)
│ ├── God of Micro-Sci-Fi.md
│ ├── LangGPT.md
│ └── Xiaohongshu Writing Expert.md
├── gpts-personas/ # GPT Store (282)
│ ├── Grimoire.md
│ ├── Mr. Ranedeer.md
│ ├── 10x Engineer.md
│ └── ...
├── system-tools/ # System prompts (101)
│ ├── Anthropic/
│ ├── Cursor Prompts/
│ ├── Google/
│ ├── Open Source prompts/
│ └── ...
└── awesome-chatgpt-prompts.md # ChatGPT collection
Quick Start
- Pick a mode: detailed mode for complex personas, simple mode for simple tasks
- Review the template: read
format-templates.mdfor the complete format - Consult examples: pick a similar scenario from
references/prompts/- Learning structured format →
personas/ - Xiaohongshu operations →
xiaohongshu/ - Looking for a specific function →
gpts-personas/ - Studying system prompts →
system-tools/
- Learning structured format →
- Fill in content: complete each section following the template structure
- Audit the style: make sure it follows the principles of "poetic opening, injected humanity, restrained precision, anti-AI flavor"