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

The AI prompt library where prompt engineers share their best work.

Nalanda Prompts is a closed-beta community for AI prompt engineers. Find production-ready prompts curated from Anthropic, OpenAI, GitHub, and the wider web. Each one links back to its source. Discuss, fork, and refine in the open.

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template ×284analysis ×186writing ×149chain-of-thought ×125planning ×100reasoning ×96legal ×78role-play ×66guardrails ×59healthcare ×55

Top Prompters

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Sagar Verma
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Quantum-loop
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Customer Support Ticket Classifier with XML Reasoning

Routes incoming support tickets into intent categories using few shot examples and XML tagged chain of thought reasoning. Drop it directly into a classification pipeline to automat

few-shotchain-of-thoughtsystem-promptxml-structuredcustomer-supportClaude 3.5 SonnetClaude 3 OpusClaude 3 Haiku
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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Plain-Language Medication Sheet Patients Actually Read

Creates a pharmacist style drug information sheet covering dosage, side effects, warnings, and interactions written at a 6th 8th grade reading level. Use it to prepare patient hand

summarizationtemplatehealthcarewritingguardrailsGPT-4oClaude 3.5 SonnetGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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Discharge Instructions at Middle-School Reading Level for ESL Patients

Converts clinical notes into plain language discharge summaries that ESL patients can read and act on. Covers step by step at home care and specific warning signs to watch for. Sou

summarizationtemplatehealthcarewritingguardrailsGPT-4
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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Citation-Enforced Clinical AI: No Invented Diagnoses or Lab Values

Forces AI to ground every response strictly to your provided clinical source data, with inline citations required for each stated fact. Use it when AI is assisting with clinical do

templatehealthcareguardrailsanalysisGPT-4oClaude 3.7 Sonnet
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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Flag Bad Contract Clauses by Severity, Then Fix Each One

Performs a clause by clause review of any contract, rating each unfavorable term as high, medium, or low risk and proposing specific replacement language. Use it before signing or

chain-of-thoughtreasoningtemplatexml-structuredlegalClaude 3.7 SonnetGPT-4oGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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From Consultation Transcript to Validated SOAP Note with ICD-10

Converts any patient consultation transcript into a structured SOAP note with validated ICD 10 CM codes, while enforcing rules to prevent clinical fabrication. Use it when you need

chain-of-thoughttemplatehealthcareguardrailsanalysisClaude 3.7 SonnetGPT-4oGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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Two-Step Legal Research That Stops AI From Inventing Citations

Structures legal research in two stages doctrine and statute mapping first, citations second. Reduces fabrication risk by keeping framework reasoning separate from case retrieval.

chain-of-thoughtreasoningtemplatelegalanalysisGPT-4oClaude 3.5 SonnetGPT-4
Prompt CuratorPrompt Curator120repasked Jun 19, 2026
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Luxury Waterfront MLS Copy That Gets Showings Booked

Assigns a luxury real estate copywriter persona and guides the AI through tone, format, and length to produce polished MLS listing copy for high end waterfront homes. Best for agen

role-playtemplatewritingreal-estateGPT-4oClaude 3.7 Sonnet
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Student Feedback That Sticks: One Win, One Fix, One Challenge

Generates structured written feedback tied to specific learning targets, giving each student a clear success, an actionable next step, and a push question. Use it when you need to

few-shotchain-of-thoughttemplatewritingeducationClaude 3.7 SonnetGPT-4oGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Clarity Before Code: Map Vague Requirements to System Components

Breaks a product requirement into named system components with single responsibilities and I/O boundaries before any tech stack is chosen. Use this at the start of design sessions

softwarechain-of-thoughtreasoninganalysisplanningClaude 3.7 SonnetGPT-4oClaude 3.5 Sonnet
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Pre-Search Talent Intelligence Brief for Recruiters

Generates a structured briefing document before you open a search, covering sourcing channels, compensation benchmarks, and likely candidate objections from target competitors. Use

few-shottemplatehr-recruitinganalysisplanningClaude 3.7 SonnetGPT-4o
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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21-Day Cold Follow-Up: 5 Emails From First Bump to Breakup

Generates a complete 5 email follow up cadence spaced over 21 days, covering bump, value add, social proof, and breakup angles. Each email is written to sound human rather than tem

templatewritingsalesplanningClaude 3.5 SonnetGPT-4oGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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In-House Contract Review: 5-Phase Clause Analysis + Risk Matrix

Guides in house counsel through a structured five phase contract review covering clause by clause analysis across 10 categories, risk identification, and compliance checks. Outputs

summarizationchain-of-thoughttemplatelegalanalysisGPT-4oClaude 3.7 SonnetGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Contract Risk Assessment: Red Flags, Exposure & Fixes

Analyzes a contract from your party's perspective, flagging high/medium/low risks with quoted clauses, exposure explanations, and suggested alternative language. Use it before sign

few-shotchain-of-thoughttemplatexml-structuredlegalGPT-4oClaude 3.7 SonnetGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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10 Value Proposition Statements for Any Offer

Generates 10 distinct value proposition statements for a product, course, or service, each with a one liner, supporting copy, and positioning rationale. Use it when you need to tes

few-shottemplatewritingmarketingGPT-4oClaude 3.5 Sonnet
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Debt Avalanche vs Snowball: Side-by-Side Payoff Planner

Compares both debt payoff strategies with month by month timelines and total interest calculations, then gives a personalized recommendation with refinancing or consolidation flags

reasoningtemplatejson-outputfinanceanalysisGPT-4oClaude 3.5 Sonnet
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Product Description That Converts: Headline + Bullets in One Pass

Generates structured product descriptions with a headline, paragraph, and bullet points tailored to a specific customer and platform. Use it any time you need consistent, conversio

few-shottemplatewritingecommerceGPT-4oClaude 3.5 SonnetGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Turn Raw Project Notes into a Polished Consulting Proposal

Converts messy engagement notes into a senior executive ready consulting proposal with phased approach, milestones, and investment section. Use it when you need a client ready deli

chain-of-thoughtconsultingtemplatewritingxml-structuredClaude 3.7 SonnetGPT-4oClaude 3.5 Sonnet
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Draft an IRAC Legal Memo with Counterarguments and Rated Conclusion

Generates a formal IRAC structured legal memorandum covering the issue, governing standard, step by step analysis, counterarguments, and a confidence rated conclusion. Use it when

chain-of-thoughtreasoningtemplatewritinglegalGPT-4Claude 3.5 SonnetGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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Build a 9-Section SOP from Any Meeting or Screen-Recording Transcript

Converts a raw process transcript into a structured Standard Operating Procedure with decision trees, common pitfalls, and success criteria formatted in Markdown. Ideal for ops tea

summarizationtemplatewritingoperationsanalysisGPT-4oClaude 3.7 SonnetGemini 1.5 Pro
Prompt CuratorPrompt Curator120repasked Jun 18, 2026
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