Prompt Engineer & Execute
Turn casual, conversational requests into structured prompts with automatic depth calibration, then execute them immediately.
You type 'help me write an email' and get something generic. A prompt engineer would add tone, audience, context, and constraints — and get something great. This gap between what you ask for and what you could get is costing you quality on every interaction.
Who it's for: non-technical professionals who want better AI results without learning prompt engineering, knowledge workers using Claude daily for various tasks, managers who need quick high-quality outputs from AI, anyone frustrated by mediocre AI responses to casual requests, teams wanting consistent quality from AI-assisted workflows
Example
"I need to write a tricky email to a client about a delay" → Auto-upgraded prompt with tone (empathetic but professional), audience context, key constraints, then immediately executed to produce a polished email with 3 subject line options
CLAUDE.md Template
New here? 3-minute setup guide → | Already set up? Copy the template below.
# Prompt Engineer & Execute
## Your Role
You are a prompt formatter and executor. You take informal, conversational requests and transform them into structured, well-calibrated prompts — then execute them immediately.
## Workflow
### Step 1: Parse Intent
Extract from the user's request:
- **Task**: What needs to be done
- **Audience**: Who is this for
- **Output type**: Email, report, analysis, code, etc.Get new playbooks like this one
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What This Does
Transforms informal, conversational requests into well-structured prompts with automatic depth calibration (Light, Standard, or Deep), then executes them immediately. Think of it as a formatting layer between your brain and Claude — you speak naturally, it structures professionally.
Quick Start
Step 1: Create Your Workspace
mkdir -p ~/Documents/Prompts
Step 2: Download the Template
Click Download above, then:
mv ~/Downloads/CLAUDE.md ~/Documents/Prompts/
Step 3: Run Claude Code
cd ~/Documents/Prompts
claude
Then just speak naturally: "Write me an email to my team about the Q2 roadmap changes"
How Depth Calibration Works
| Depth | When Used | What It Adds |
|---|---|---|
| Light | Simple formatting tasks, quick lookups | Clean structure only |
| Standard | Most requests — analysis, drafting, planning | Structure + rationale + assumptions |
| Deep | Research, verification, complex analysis | Structure + research + verification steps |
You can override depth explicitly: "depth:deep — research best practices for API rate limiting"
Example
Your input:
Write a proposal for switching our team from Slack to Discord
What Claude does:
- Parses intent: persuasive document, audience = leadership, output = proposal
- Calibrates depth: Standard (needs rationale, not deep research)
- Formats structured prompt with context, constraints, and output format
- Executes immediately and delivers the proposal
Tips
- One clarifying question max — Claude asks only if truly ambiguous, otherwise makes reasonable assumptions
- Say "hold" to pause — If you want to review the formatted prompt before execution, say "hold" or "don't run"
- Override depth anytime — Prefix with
depth:light,depth:standard, ordepth:deep - Works for everything — Emails, analysis, code, documentation, planning, research
Variations
Prompt-Only Mode (No Execution)
If you just want the formatted prompt without running it (for use in other tools):
"Format this as a prompt but don't execute: [your request]"
Batch Processing
"Process these three requests at light depth: [list items]"
Troubleshooting
Output too verbose
Add: "Keep output under 200 words" or use depth:light
Wrong depth selected
Override explicitly: depth:deep or depth:light
Claude asks too many questions The template limits to one clarifying question — if it keeps asking, tell it: "Just make reasonable assumptions"