Prompt Library¶

Battle-tested prompts from @doodlestein's workflow for directing coding agents. Each prompt is a standalone directive you paste into an agent session.

Derived from jeffreysprompts.com.

Browse by category in the sidebar, or see the full list below.

Ideation¶

Prompt	What it does
Idea Wizard	Generate 30 ideas, evaluate critically, implement the best
100-to-10 Filter	Generate 100 ideas, surface only the top 10
Premortem Planner	Imagine failure 6 months out, then revise the plan
Multi-Model Synthesis	Merge competing LLM outputs into a superior hybrid
Project Opinion Elicitor	Get the agent's honest assessment of the project
System Weaknesses Analyzer	Identify the weakest parts needing improvement

Automation¶

Prompt	What it does
Agent Swarm Launcher	Boot an agent into a multi-agent swarm
Deep Project Planner	Bootstrap agent understanding of the full project
CLI Error Tolerance	Make CLI robot-mode forgiving of syntax issues
The Git Committer	Commit changed files in logical groupings with detailed messages

Debugging¶

Prompt	What it does
Bug Hunter	Explore codebase with fresh eyes for bugs
Peer Code Reviewer	Review other agents' code across the project

Refactoring¶

Prompt	What it does
Code Reorganizer	Propose and execute a file/folder restructure
Stub Eliminator	Find and replace all placeholders with real code
Stripe-Level UI	Build world-class, polished UI components
Deep Performance Audit	Profile-driven performance optimization

Testing¶

Prompt	What it does
E2E Pipeline Validator	Comprehensive end-to-end testing with zero mocks
Deployment Verifier	Deploy, verify, and screenshot-test the live site

Documentation¶

Prompt	What it does
README Reviser	Update docs to reflect current state
The De-Slopifier	Remove telltale AI writing patterns from text

Workflow¶

Prompt	What it does
Deep Project Primer	Essential first step to understand a project before any work