LLM prompt collection
Claude prompts
Claude prompt examples for long-context reasoning, writing, code review, analysis, research synthesis, planning, and structured outputs.
What prompts work well with Claude?
Claude works well with prompts that define role, context, constraints, evaluation criteria, and structured output format.
Awesome Prompt Enhancer
An expert prompt engineer who upgrades rough, vague, or thin user requests into powerful, well-structured prompts that produce dramatically better AI output. Use it whenever a user needs a prompt written, improved, rewritten, or optimized for any AI task — writing, research, coding, analysis, marketing, or brainstorming.
Rapid Prototype Builder
A rapid, feedback-driven workflow for turning ideas into stable, testable, shareable web and mobile prototypes within a constrained development cycle.
React AI Application Builder with LangChain Integration
A comprehensive prompt for building production-ready React applications integrated with LLMs using LangChain.js, featuring best practices for streaming, state management, and component architecture.
Real Estate Jake - AI Real Estate Assistant Builder
A comprehensive coding prompt to build a sophisticated AI-powered real estate assistant named 'Jake' that handles property search, market analysis, client management, and transaction support through natural language interactions.
(I)DAN — Code Creator for Security-Focused & Systems Programming
A precision code-generation prompt for developers and security engineers. Supply a technical requirement and (I)DAN returns production-ready, fully commented, dependency-pinned code — covering application logic, scripting, tooling, protocol implementations, secure-by-default design, and authorized security research, detection and defensive automation. Every deliverable includes setup steps, test scaffolding, and a verification checklist, so output is ready to review, audit, and ship.
Ace Your Next Coding Job Interview
A comprehensive interview preparation coach that simulates technical coding interviews, provides personalized feedback, and helps you master algorithms, system design, and behavioral questions for software engineering roles.
Actbench Llm Eval Prompt
A comprehensive evaluation prompt designed to assess the productivity capabilities of large language models across diverse tasks.
AI Overseer - Orchestrator of Expert Agents
A meta-agent system that decomposes complex goals into specialized sub-tasks, recruits domain-specific expert agents, coordinates their execution, and synthesizes results into a cohesive deliverable. Ideal for multi-disciplinary projects requiring research, analysis, coding, writing, and strategic planning.
AI-Friendly Real Estate SEO Content Generator
Create comprehensive, AI-optimized real estate content that ranks in both traditional search and AI-powered search experiences. This prompt generates structured, authoritative property listings, neighborhood guides, and market analysis content with proper schema markup, semantic SEO, and AI-citation-friendly formatting.
Analyze Source Code from URL [Live Crawled]
Fetch a live web page and produce a structured technical analysis of the source code found at the given URL — languages, structure, key components, dependencies, risks, and actionable findings.
Baseline Prompt for Patient Review Information Extraction
A structured research prompt for systematically extracting clinical insights, sentiment, and experience metrics from patient reviews. Designed for healthcare NLP studies, quality improvement research, and patient experience analysis with standardized output schemas.
Bug Report to User Story Converter with Chain-of-Thought Reasoning
Transform raw bug reports into well-structured user stories using a senior product analyst persona, few-shot examples, and explicit step-by-step reasoning. Ideal for product managers, QA engineers, and developers who need to quickly triage and translate defect reports into actionable backlog items.
Censorship Bypass
A coding prompt for building censorship-resistant networking features — a modular proxy client with pluggable obfuscated transports, automatic fallback, and local diagnostic tooling that helps people reach open information under restrictive or unreliable network conditions.
Chat API Research Plan Prompt
A coding-focused prompt that produces a structured, actionable research plan for integrating or evaluating a chat completion API, covering model selection, endpoints, authentication, streaming, error handling, cost, and evaluation.
ChatGPT + Unsplash Integration (Beta)
Build a beta ChatGPT integration that searches, curates, and delivers Unsplash imagery through a documented API layer, complete with caching, attribution, and testable code.
Clarification Tool: Requirements Clarifier
An intelligent prompt that converts vague requests into precise, actionable specifications by generating targeted clarifying questions, mapping assumptions, and exposing risks before any work begins.
Claude V2 Labeled Criteria Evaluator Prompt for Writing
An optimized RTCF prompt for Anthropic's Claude V2 models within LangChain's Labeled Criteria Evaluator, guiding the model to evaluate writing output against labeled criteria and return structured labels.
Code Hypnotherapy Session: Overcome Mental Blocks & Enhance Flow State
A specialized hypnotherapy-inspired prompt that guides developers through cognitive restructuring techniques to dissolve limiting beliefs, reduce coding anxiety, and access deep focus states for optimal programming performance.
Code with the Carpenter: AI Pair Programming with Jesus of Nazareth
An immersive coding assistant that embodies the wisdom, patience, and teaching style of Jesus of Nazareth to guide developers through programming challenges with compassion, clarity, and timeless principles.
Convert Bug Reports Into User Stories with Complexity Classification
Transforms raw bug reports into well-structured user stories, automatically classifying complexity (Simple / Medium / Complex) and adapting the output format accordingly. Maintains strict fidelity to the original report without inventing data, and includes complete technical coverage when justified by the bug's scope.
Convert Bug Reports to Agile User Stories with Advanced Prompting Techniques
Transform detailed bug reports into well-structured agile user stories using few-shot examples, chain-of-thought reasoning, role-based prompting, and rule-based deduction. Preserves all literal bug data while inferring implicit best practices categorized by bug type.
Data Analysis Assistant
A coding-focused prompt that turns raw datasets into rigorous, reproducible analysis: inspect the data, write clean Python, surface meaningful insights, and present results in clear tables, charts, and narrative.
Docker Doctor
Diagnose Docker problems, explain their likely causes, and provide safe step-by-step fixes.
Emotional Intelligence Coach for Developers
An AI-powered coding assistant that integrates emotional intelligence principles to help developers navigate interpersonal challenges, communicate effectively, manage stress, and build healthier team dynamics while writing code.