Prompt library

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Practical templates for writing, coding, research, and everyday work. Find one that fits, make it yours, and get started.

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Resume Bullet Improvement

Rewrite experience bullets with concrete outcomes and honest claims.

Personal Productivity

Root Cause Debugging Plan

Narrow down a bug before proposing a fix.

Coding & Development

Image Prompt Art Direction

Write a precise image prompt with composition and constraints.

Design & Creative

Focused Pull Request Review

Review a change for correctness, maintainability, and risk.

Coding & Development

Research Source Comparison

Compare sources by methods, findings, and limitations.

Education

Brand Voice Guide

Define a voice that stays consistent across channels.

Design & Creative

Active Recall Study Guide

Convert notes into practice questions and a review plan.

Education

Weekly Plan from Commitments

Turn obligations into a realistic plan with breathing room.

Personal Productivity

AI & Prompting

9 prompts in this collection

Model Output Error Taxonomy & Concordance Audit

Categorizes model failure modes across a dataset into structured error buckets and computes agreement rates.

AI & Prompting

Pairwise Preference Rubric (Response A vs Response B)

Evaluates two competitive model completions across strict alignment, instruction following, and conciseness.

AI & Prompting

Hallucination Severity Classification & Verification Drill

Audits AI-generated technical text to isolate fabricated citations, false statistics, and ungrounded claims.

AI & Prompting

Prompt Improvement Audit

Make an unreliable prompt more specific and testable.

AI & Prompting

ChatGPT Task Brief

Turn a vague request into a reusable ChatGPT instruction.

AI & Prompting

Claude Long-Document Analysis

Guide Claude through a large document with traceable findings.

AI & Prompting

Gemini Multimodal Review

Structure a review of an image or document alongside text context.

AI & Prompting

Human-in-the-Loop AI Workflow

Map an AI-assisted process with clear review points.

AI & Prompting

Agent Task and Guardrails Spec

Define a bounded agent task with tools and completion checks.

AI & Prompting