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GPT-4o ⚡ Productivity Basic

Workflow Trigger and Notification Agent

Build an AI agent that monitors defined conditions across your tools, fires automated actions when thresholds are met, and sends smart notifications to the right people at the right time.

GPT-4o 📚 Education Basic

Few-Shot Example Prompting Template

Master few-shot prompting by providing 2-5 carefully chosen examples that show the AI exactly the style, format, and reasoning you want replicated.

GPT-4o 📚 Education Basic

Role and Persona Assignment Prompt

Prime AI for specialized tasks by assigning a clear role and persona — getting domain-appropriate responses, the right vocabulary, and expert-level framing instantly.

GPT-4o 📚 Education Basic

Output Format Specification Prompt

Control exactly how AI structures its output by specifying format requirements upfront — tables, JSON, bullet lists, numbered steps, or any custom template.

GPT-4o 📚 Education Basic

Negative Constraint and Exclusion Prompt

Use negative constraints to tell AI what not to include — eliminating filler phrases, avoiding certain formats, and keeping responses focused and on-point.

GPT-4o 📚 Education Basic

Task Decomposition Prompt Framework

Break complex tasks into a sequence of smaller, well-defined sub-prompts that AI can handle reliably — the foundation of any multi-step AI workflow.

GPT-4o 📚 Education Basic

System Prompt Design for Repeatable Tasks

Design a reusable system prompt that gives an AI a consistent role, constraints, and output style for any recurring task or workflow.

GPT-4o 📚 Education Basic

Iterative Prompt Refinement Loop

Improve any prompt through 3-5 structured iterations — diagnosing exactly what went wrong and applying targeted fixes rather than guessing at changes.

GPT-4o 📚 Education Intermediate

Zero-Shot vs. Few-Shot Prompt Strategy

Know when to use zero-shot vs. few-shot prompting and how to select examples that maximize AI output quality for any task type.

GPT-4o 📚 Education Intermediate

Prompt Debugging and Error Diagnosis

Systematically diagnose why a prompt is producing wrong, off-topic, or low-quality output and apply a structured fix for each failure mode.

GPT-4o ⚙️ Technical Intermediate

Structured Data Extraction Prompt

Extract consistently structured data from unstructured text using prompt techniques that specify schema, handle missing values, and validate output format.

GPT-4o 📚 Education Intermediate

Creative Constraint Prompting

Use creative constraints — word limits, banned words, required elements, style rules — to push AI toward more original and focused creative output.

GPT-4o ⚙️ Technical Intermediate

Long Context Window Management

Manage large documents, transcripts, or codebases in AI context windows using summarization, chunking, and reference anchoring techniques.

GPT-4o 📚 Education Intermediate

Prompt Template Library Design

Build a reusable prompt template library for your team — with variable slots, versioning, and a system for testing and improving templates over time.

GPT-4o 📚 Education Intermediate

Multi-Step Reasoning Chain Prompt

Design prompts that walk AI through complex multi-step reasoning, validating each step before proceeding to ensure accurate analysis and decision outputs.

GPT-4o 📚 Education Intermediate

Consistent Persona Prompting

Maintain a stable AI persona across long conversations and multi-session workflows using prompt anchoring techniques that lock in tone, expertise, and style.

GPT-4o 📚 Education Intermediate

Comparative Output Evaluation Prompt

Use structured comparison prompts to have AI evaluate and rank multiple outputs against a defined rubric — for choosing between strategies, designs, or written drafts.

GPT-4o ⚙️ Technical Intermediate

Code Generation and Review Prompt

Write prompts that produce reliable, well-structured code for any language or framework — specifying requirements, constraints, and expected output to minimize debugging.