Prompts Library

# Prompts Library

A practical library of reusable prompt templates for writing, editing, job search, technical cleanup, and social media work. The prompts are designed to be copied, customized, and iterated with most modern LLMs.

## Quick Reference

| Category | Prompts | Description |
|----------|---------|-------------|
| [Job Search](job_search/) | 2 | Resume optimization, interview prep |
| [Text Processing](text/) | 6 | Writing, formatting, editing |
| [Math](math/) | 1 | LaTeX cleanup |
| [Social Media](social_media/) | 1 | Captions and posts |

## Browse by Use Case

### 📝 Writing & Editing

| Prompt | What It Does | Best For |
|--------|--------------|----------|
| [improve_article.md](text/improve_article.md) | Expand and polish content | Blog posts, documentation |
| [format_lists.md](text/format_lists.md) | Convert prose to structured lists | Notes, summaries |
| [simplify_vocabulary.md](text/simplify_vocabulary.md) | Replace jargon with plain language | Technical writing |
| [llm_giveaway_phrases.md](text/llm_giveaway_phrases.md) | Remove AI-sounding phrases | Any LLM-generated content |
| [generate_notes.md](text/generate_notes.md) | Create organized notes | Study guides, documentation |

### 💼 Career & Job Search

| Prompt | What It Does | Best For |
|--------|--------------|----------|
| [resume.md](job_search/resume.md) | Tailor resume to job descriptions | Job applications |
| [interview_questions.md](job_search/interview_questions.md) | Generate Q&A for interview prep | Interview preparation |

### 🎯 Skills & Learning

| Prompt | What It Does | Best For |
|--------|--------------|----------|
| [prompt_debugging.md](../skills/prompt_debugging.md) | Diagnose and rewrite failing prompts | Prompt iteration |
| [context_engineering.md](../skills/context_engineering.md) | Structure, compress, retrieve, or omit context | Long-context tasks |
| [llm_evaluation.md](../skills/llm_evaluation.md) | Build rubrics, test cases, and regression checks | Prompt and model evaluation |
| [rag_quality_audit.md](../skills/rag_quality_audit.md) | Audit retrieval, grounding, and citations | RAG systems |
| [agent_tool_design.md](../skills/agent_tool_design.md) | Design tool schemas, guardrails, and failure handling | Agent workflows |
| [local_model_selection.md](../skills/local_model_selection.md) | Choose local, API, or hybrid model setups | Deployment decisions |

### 📐 Technical & Math

| Prompt | What It Does | Best For |
|--------|--------------|----------|
| [sanitize_latex.md](math/sanitize_latex.md) | Clean up LaTeX formatting | Academic papers, equations |

### 📱 Social Media

| Prompt | What It Does | Best For |
|--------|--------------|----------|
| [instagram.md](social_media/instagram.md) | Create engaging captions | Instagram posts |

## How to Use These Prompts

### Step 1: Choose a Prompt

Find the prompt that matches your task. Each prompt file should explain:

- When to use the prompt
- What input to provide
- What output to expect
- The copy/paste prompt text
- Examples, review checks, or follow-up prompts

### Step 2: Customize

Replace bracketed placeholders with your content: