Prompts to build websites and apps, debug errors, refactor, document and design software architecture with AI.
7 prompts
Programming & development
Paste a prompt that gives weak results and get a diagnosis of its flaws, a rewritten and structured version, a change log and test cases to check it really works better.
ChatGPT · Claude · Gemini · Microsoft Copilot
View promptProgramming & development
Design a retrieval-augmented generation chatbot: ingestion and chunking, embeddings, hybrid search, citations, permissions, evaluation, cost and risks such as prompt injection.
ChatGPT · Claude · Gemini
View promptProgramming & development
Get an adversarial test plan for your chatbot or AI assistant: prompt injection, data leaks, out-of-scope answers and made-up promises, with a test case table and mitigations.
ChatGPT · Claude · Gemini · Microsoft Copilot
View promptProgramming & development
Design a prompt that sorts texts (tickets, reviews, emails) into your labels, with clear definitions, balanced examples, structured output and a plan to measure its accuracy.
ChatGPT · Claude · Gemini · Microsoft Copilot
View promptProgramming & development
Design an evaluation for AI answers with an anchored rubric, an LLM-as-judge prompt with JSON output, bias mitigation and calibration against human labels.
ChatGPT · Claude · Gemini
View promptProgramming & development
Build a reliable pipeline to extract free text into JSON with an LLM: JSON Schema, a prompt with null rules, few-shot examples, validation code with retries and test cases.
ChatGPT · Claude · Gemini
View promptProgramming & development
Write the system prompt for an AI agent or assistant with role, limits, tools, format and handling of difficult cases.
ChatGPT · Claude · Gemini
View prompt
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