Nexent prompt-writing
Create, refine, and optimize high-quality YAML prompts for AI assistants. Use when working with prompt templates, system prompts, agent prompts, or any prompt engineering tasks. Provides structure guidelines, template patterns, and quality standards for YAML-based prompts.
install
source · Clone the upstream repo
git clone https://github.com/ModelEngine-Group/nexent
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/ModelEngine-Group/nexent "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.claude/skills/prompts-writing" ~/.claude/skills/modelengine-group-nexent-prompt-writing && rm -rf "$T"
manifest:
.claude/skills/prompts-writing/SKILL.mdsource content
Prompt Writing
Create and optimize YAML-based prompts for AI assistants following industry best practices.
Quick Start
Standard YAML Prompt Structure
system_prompt: |- # Section with ### header ## Subsection with ## header Content with clear structure. **Bold key concepts** - Bullet points for requirements - Consistent indentation (2 spaces) 1. Numbered lists for sequences 2. Use when order matters user_prompt: | Direct instructions with {{ variable placeholders }}
Key Principles
- Structure: Use
for multi-line system prompts,|-
for user prompts| - Templating: Use
for dynamic content{{ variable }} - Separators: Use
sparingly, only between major sections--- - Language: Keep prompts in consistent language (English recommended for templates)
Quality Checklist
Before finalizing any prompt, verify:
- No unclosed braces
without{{}} - No excessive separators (
,---
)*** - Consistent heading hierarchy (
→###
)## - Clear variable placeholders with descriptive names
- Proper YAML indentation preserved
- No HTML tags in Markdown content
- Lists have parallel structure
Common Patterns
System Prompt with Sections
system_prompt: |- ### Role Definition You are a professional [role name]. Your task is to [core responsibility]. ### Requirements 1. First requirement 2. Second requirement 3. Third requirement ### Guidelines - Do this - Don't do that - Always do this ### Output Format Respond in plain text without separators.
Jinja2 Template Variables
user_prompt: | Please analyze the following {{ document_type }}: Name: {{ filename }} Content: {{ content }} Summary ({{ max_words }} words):
References
- Best Practices: See best-practices.md for detailed guidelines
- Templates: See templates.md for reusable patterns
- Examples: See examples.md for real-world samples
Related Tools
When working with prompts, also consider:
- YAML validation tools
- Jinja2 syntax checkers
- Markdown linters