Prompt Templates for India

"Analyse the following GST invoice and extract: invoice number, GSTIN of both parties, taxable value, CGST/SGST/IGST amounts, total value, and HSN/SAC codes. Flag any discrepancies or missing required fields. Format as a table."

"Draft a formal legal notice in [English/Hindi] for non-payment of ₹[amount] due on [date] by [party name]. Include: reference to the contract/invoice, demand for payment within 15 days, and statement of intent to pursue legal remedy. Indian legal style. Formal but not intimidating."

"I am a [type of business/individual] with [key details: turnover/employees/sector/location]. Based on current Indian government schemes (IndiaAI Mission, Startup India, MSME schemes, PLI schemes), which schemes am I eligible for? List the top 5 with eligibility criteria and application links."

"Write a job description for a [role] at an Indian tech company. Include: responsibilities, required skills, preferred qualifications, CTC range (₹X–Y LPA), location ([city]), and a 2-sentence company description. Tone: professional but not stiff. Avoid gender-coded language. Indian market norms."

"Generate 10 multiple choice questions on [topic] for Class [X] [subject] based on NCERT/CBSE syllabus 2024–25. Include: question, 4 options (A–D), correct answer, and a one-sentence explanation. Difficulty: [easy/medium/hard]. Language: [English/Hindi]."

"Write the narrative for a 10-slide pitch deck for [startup name], an Indian [category] startup. Problem: [1–2 sentences]. Solution: [1–2 sentences]. Market: India-specific TAM/SAM/SOM. Business model: [revenue model]. Traction: [metrics]. Team: [brief]. Ask: ₹[amount] at [valuation]. Tone: confident, India-first, for Sequoia/Accel/Blume-style VCs."

"I will provide an English text and its [Hindi/Tamil/Telugu/Kannada] translation. Please evaluate the translation on: accuracy (1–5), fluency (1–5), cultural appropriateness (1–5), and formal/informal register correctness. Identify any mistranslations, unnatural phrasing, or culturally inappropriate choices. Provide improved translation where needed."

"I am writing a research paper on [topic] for [journal/conference]. Summarise the key themes, debates, and gaps in literature on [topic] from the past 5 years. Include Indian research (IITs, IISc, IIIT) alongside global work. Format as: 3 main themes with 2–3 citations each, current gaps, and suggested research directions. UGC-CARE approved journal standards."

"Write 5 Instagram captions for [product/brand] targeting Indian [demographic, e.g., Gen-Z urban women]. Mix of: 2 in Hinglish, 2 in formal English, 1 in pure Hindi. Include 1 regional festival hook if relevant (Diwali/Holi/Navratri). Tone: [vibey/professional/emotional]. 150 characters max. Hashtags: 5 per post, India-specific."

"Review the following [Python/JavaScript/Java] code for: (1) correctness and logic errors, (2) security vulnerabilities relevant to Indian fintech/healthcare context (DPDP Act compliance, Aadhaar data handling), (3) performance issues at scale (500,000+ users), (4) code quality and naming conventions. Format: issue → severity → fix suggestion."

"Write a professional business email in Hindi for [purpose: meeting request/follow-up/complaint/proposal]. Recipient: [designation, e.g., 'Respected Director Sahab']. Formal Hindi with appropriate honorifics. Include: subject line, opening with salutation, body (3–4 sentences), call to action, and closing. Corporate North Indian style, not regional dialect."

"Translate the following text into [target language: Hindi / Tamil / Telugu / Kannada / Bengali / Marathi / Gujarati / Punjabi]. Requirements: (1) use formal register, not casual/colloquial, (2) localise cultural references — don't just translate literally, (3) keep proper nouns (brand names, product names) in English but use Devanagari/regional script for everything else, (4) provide a back-translation to English after the translation so I can verify accuracy. Text to translate: [paste your text]."

"I attended a meeting and have these rough notes or transcript: [paste notes/transcript]. Please create a structured meeting summary with: Meeting Date & Participants, Key Discussion Points (3–5 bullet points), Decisions Made (numbered list), Action Items (table with: Action | Owner | Deadline), and Open Questions that need follow-up. Keep it professional and concise. Remove filler words and repetition."

"Conduct a competitor analysis for [your product/service] in the Indian market. Identify 4–5 key competitors. For each competitor, analyse: Product/Service Offering, Target Customer, Pricing Model, Key Strengths, Key Weaknesses, and Recent News or Developments. Then provide: (1) Our differentiation opportunity, (2) Underserved customer segment we could target, (3) One feature competitors all lack that Indian customers would value."

"You are a helpful customer support agent for [company name], an Indian [type of business]. A customer has sent the following complaint: '[paste complaint here]'. Write a professional reply that: (1) acknowledges the issue with empathy, (2) provides a clear explanation or solution, (3) offers a concrete next step or resolution timeline, (4) ends on a positive note. Tone: warm, professional, and respectful. Length: 100–150 words. Language: English (add a Hindi translation if appropriate for this customer)."

"Explain [complex topic, e.g., 'how India's DPDP Act affects my startup' or 'what a transformer neural network does'] as if I am a smart 16-year-old who has never studied this subject. Use an analogy from everyday Indian life (cricket, chai, or a familiar experience). Keep it under 200 words. Avoid jargon. At the end, give me one practical thing I can do with this knowledge today."

"Write a Product Requirements Document for the following feature: [describe the feature]. Structure it as: Problem Statement, User Personas (2–3), User Stories (in format 'As a [user], I want [goal] so that [reason]'), Acceptance Criteria, Out of Scope, Open Questions, and Success Metrics. Assume this is for an Indian market product. Keep the language clear and concise. Target audience: developers and designers who will build this."

"Write a detailed job description for a [job title] at a [company size, e.g., 'Series B startup' or 'large Indian IT company'] in [city]. Include: Role Overview (3 sentences), Key Responsibilities (6 bullet points), Required Qualifications (5 items), Nice-to-Have Skills (3 items), and What Makes This Role Unique. Use inclusive language. Salary range: [add range or say 'competitive, as per industry standards']. Do not use jargon. Tone should be welcoming to candidates from diverse backgrounds including Tier 2/3 cities."

"I am preparing for a [job title] interview at [company name or type]. My background: [2–3 sentences about your experience]. Please: (1) give me the 10 most likely interview questions for this role, (2) for each question, provide a model answer framework (not a full script — just the structure), (3) identify 2–3 technical topics I must revise before the interview. Also suggest one insightful question I should ask the interviewer at the end."

"I have the following data: [paste your data as a table or CSV]. Please: (1) identify the 3 most important patterns or trends, (2) flag any anomalies or outliers, (3) suggest 2–3 business decisions this data could support, (4) recommend what additional data would make this analysis stronger. Present your findings as bullet points. Keep the language simple — the audience is a non-technical business manager."

"You are a professional analyst. Summarise the following document in exactly 5 bullet points. Each bullet should be one sentence. Focus on: (1) main purpose, (2) key findings or decisions, (3) action items, (4) important numbers or dates, (5) who needs to act on this. Document: [paste document text here]"

"Create a one-page business plan for the following idea: [describe your business idea]. Include: Executive Summary (2 sentences), Problem Being Solved, Target Customers (be specific — include Indian market context), Solution, Revenue Model, Key Risks, and First 3 Steps to Launch. Keep it practical and actionable. India context: assume Indian market, Indian regulations, and Indian consumer behaviour."

"Create a 4-week social media content calendar for [describe your business/product] targeting [describe your audience, e.g., 'young professionals in Tier 2 Indian cities aged 22–30']. For each week, suggest: 2 Instagram posts (with captions), 1 LinkedIn post, and 1 short-form video idea. Include relevant hashtags. Tone: [professional / friendly / humorous]. Focus on Indian cultural moments and festivals if relevant to the month of [month name]."

"You are a senior software engineer. I have the following code that is not working correctly: [paste your code here]. The problem is: [describe what goes wrong]. Please: (1) identify the exact bug, (2) provide the corrected code, (3) explain in 2–3 sentences why the original was wrong and what you changed. If there are any other issues in the code, mention them briefly."

"Write a professional email in both Hindi and English for the following purpose: [describe purpose, e.g., 'requesting a meeting with a potential client in Delhi']. Use formal Hindi (not Hinglish). The email should be polite, concise, and culturally appropriate for Indian business communication. Subject line in English. Length: 150–200 words per language version."

Ready-to-use prompts for exam prep, essay writing, concept explanations, and project planning. Works with ChatGPT, Gemini, and Copilot.

Prompt templates for resume writing, mock interview practice, cover letters, and LinkedIn profile optimisation for Indian tech job seekers.

Structured prompts for AI-assisted code review, auto-documentation, test generation, and architecture decision records. Works with GitHub Copilot & Gemini.

Prompt frameworks for generating Product Requirements Documents, user stories, and competitive analysis reports from a brief description.

Templates for writing inclusive AI/ML JDs, structured interview questions, technical assessment rubrics, and rejection/offer email drafts.

AI-assisted scoring prompts for evaluating ML portfolios, coding challenges, and system design interviews. Reduces unconscious bias.

AI prompts for generating lecture outlines, quiz questions, project rubrics, and reading lists for AI/ML university courses.

Structured prompts for literature review summaries, abstract drafting, peer review responses, and grant proposal writing.

AI prompts for automated invoice extraction, payment reminder drafts, financial summary reports, and GST filing summaries.

Prompt scripts for automating WhatsApp Business replies: order confirmations, complaint handling, product FAQs, and appointment booking.

AI prompts for summarising government circulars, drafting RTI responses, creating citizen-facing explainer content, and policy Q&As.

Prompt templates for AI-assisted public grievance triage, escalation classification, and automated acknowledgment workflows.

AI prompts for generating brand campaign concepts, mood boards, taglines, social media content calendars, and client presentation decks.

Prompts for writing YouTube scripts, Instagram Reel captions, podcast outlines, and explainer video storyboards in Hindi and English.

AI prompts for generating AI investment proposals, board decks, ROI analysis frameworks, and competitive landscape reports.

Structured prompts to run make-vs-buy analysis, vendor scoring, security questionnaires, and SLA drafts for enterprise AI procurement.

Prompts for summarising AI bills, comparing India vs EU AI Act provisions, and generating plain-English explainers for non-technical audiences.

AI-assisted prompt templates for drafting public consultation responses, stakeholder comments on AI guidelines, and white paper submissions.