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Nalanda Prompts · Where prompts are perfected · Inspired by the ancient university of Nalanda (~427 CE)

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template ×31system-prompt ×27anthropic ×22xml-structured ×20agent ×17reasoning ×17chain-of-thought ×15guardrails ×15tool-use ×13role-play ×13

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Tutorial Ch.6: sentiment analysis with <positive-argument> / <negative-argument> scratchpad

Anthropic Chapter 6 Precognition / Thinking Step by Step . The canonical 'let Claude argue both sides before deciding' template. Pairs a savvy reader system prompt with explicit XM

chain-of-thoughtreasoningsystem-promptxml-structuredanthropicClaude Sonnet 4.6Claude Opus 4.7Claude 3.5 Sonnet
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Sagar Verma1krepasked 6 days ago
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awesome-chatgpt-prompts: Debater - two-sided argument and rebuttal generator

Researches both sides of a topic, presents arguments for each, refutes opposing points, and draws conclusions backed by evidence. Source: https://github.com/f/awesome chatgpt promp

role-playreasoninganalysisGPT-4oClaude 3.5 SonnetClaude Opus 4
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Sagar Verma1krepasked 6 days ago
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Anthropic Legal Q&A with citations - answer questions from compiled legal research

Chapter 9 of Anthropic's interactive prompt engineering tutorial includes this complex legal services prompt that demonstrates retrieval over research with citation formatting, pre

chain-of-thoughttemplatexml-structuredanthropicanalysisClaude Opus 4.7Claude Sonnet 4.6Claude 3.5 Sonnet
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Sagar Verma1krepasked 6 days ago
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Anthropic Cookbook: long-document map-reduce summarizer (chunked summaries to coherent whole)

Also from the cookbook summarization guide. The 'reduce' step that combines per chunk summaries generated cheaply with Haiku into one coherent, sectioned final summary using Sonnet

summarizationxml-structuredanthropicagentplanningClaude Sonnet 4.6Claude Opus 4.7
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Sagar Verma1krepasked 6 days ago
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OpenAI Cookbook: o1 reasoning prompt for medical-record JSON data validation

Reasoning model system prompt for catching inconsistencies in tabular data. Returns a tight JSON contract that downstream code can branch on. Source: https://cookbook.openai.com/ex

reasoningdata-extractionsystem-promptopenaijson-outputo1-previewo1-minio3-mini
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Sagar Verma1krepasked 6 days ago
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Anthropic Cookbook: legal document summarizer with guided sections and prefilled output

From the cookbook's summarization guide. A focused prompt for sublease/legal agreement summarization that uses a system role, explicit section headers, an XML output format, prefil

summarizationtemplatesystem-promptxml-structuredanthropicClaude Sonnet 4.6Claude Opus 4.7Claude 3.5 Sonnet
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Sagar Verma1krepasked 6 days ago
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Microsoft Foundry: clear-syntax fact-checking prompt with delimiters and SEARCH affordance

Microsoft's recommended structure for break the task down prompts. Uppercase section headers, delimiters and an explicit SEARCH "query" affordance make the output trivially parseab

chain-of-thoughttool-usetemplateanalysisGPT-4oGPT-4 TurboAzure OpenAI GPT-4
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Sagar Verma1krepasked 6 days ago