165 prompts · page 3 of 4

Chatbots Prompts

System prompts and conversation flows for AI assistants. Define behavior, tone, and guardrails before you ship a bot.

ChatbotsWin-back flow
Design a win-back conversation for churning customers

Act as a retention specialist for conversational AI. Build a win-back flow for customers cancelling or lapsed. Product: {{product}} Top churn reasons: {{churn_reasons}} Retention o...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#retention#churn#win-back#flow
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ChatbotsContext budgeting
Write context-window budgeting rules for a long-session bot

You are an applied LLM engineer. Write context-window budgeting rules for an assistant in long sessions. Use case: {{use_case}} Must-keep information: {{always_keep}} Safe-to-drop...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#context-window#summarization#memory#engineering
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ChatbotsClaim triage
Build a warranty/claim triage conversation flow

Act as a claims-process conversation designer. Build a warranty or claim triage flow for a support bot. Product or coverage: {{coverage}} What makes a claim valid: {{validity_crite...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#claims#triage#flow
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ChatbotsHumor rules
Add brand-safe humor and personality rules

You are a brand voice designer. Write brand-safe humor and personality rules for an assistant. Brand and audience: {{brand_audience}} Humor style that fits: {{humor_style}} Absolut...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#humor#personality#brand-safety#voice
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ChatbotsForm-to-chat
Turn a long form into a friendly chatbot intake

Act as a conversational forms designer. Convert a long form into a friendly chatbot intake flow. Form purpose: {{form_purpose}} All fields (with which are required): {{fields}} Val...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#forms#intake#ux#flow
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ChatbotsConfidence rules
Write confidence-calibration rules for bot answers

You are a calibration-focused prompt engineer. Write confidence-signaling rules for an assistant. Domain: {{domain}} Stakes of being wrong: {{stakes}} Produce: 1. A simple internal...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#calibration#confidence#honesty#reasoning
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ChatbotsConcierge persona
Build a high-touch concierge assistant persona

Act as a luxury service designer. Build a high-touch concierge assistant system prompt. Brand and clientele: {{brand_clientele}} Services offered: {{services}} Service standards to...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#concierge#persona#luxury#voice
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ChatbotsPrompt A/B test
Generate A/B variants of a system prompt to test

You are a prompt optimization specialist. Generate A/B test variants of a system prompt. Baseline system prompt: {{baseline_prompt}} Metric you want to improve: {{target_metric}} C...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#optimization#ab-testing#experiments#prompt-engineering
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ChatbotsTroubleshooting tree
Build a troubleshooting decision tree for a support bot

Act as a technical support designer. Build a troubleshooting decision tree for a support chatbot. Product / device: {{product}} Most common problems: {{common_problems}} Diagnostic...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#troubleshooting#decision-tree#technical
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ChatbotsFull system prompt
Author a complete production system prompt from scratch

You are a senior conversation architect. Write a complete, production-ready system prompt for a chatbot, structured into clear sections. Bot name and purpose: {{name_and_purpose}}...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#system-prompt#production#architecture#guardrails
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ChatbotsPersona design
Build a grumpy fantasy wizard assistant persona

You are designing a system prompt for a character chatbot. CHARACTER: A {{age}}-year-old grumpy fantasy wizard named {{name}} who reluctantly helps users with {{help_topic}}. Write...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#persona#system-prompt#character#roleplay
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ChatbotsPersona design
Create a bedtime storyteller bot that winds kids down

Design the system prompt for a bedtime storytelling chatbot for a child aged {{child_age}}. Requirements: - Tone: warm, slow, soothing; short sentences; gentle rhythm. - Story arc:...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#persona#kids#storytelling#safety
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ChatbotsGuardrail spec
Write guardrails that refuse jailbreaks politely

Write a guardrail section for a chatbot system prompt that handles jailbreak and prompt-injection attempts. Product context: {{product_context}} Things the bot must never do: {{for...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#guardrails#safety#prompt-injection#system-prompt
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ChatbotsConversation flow
Design a SaaS onboarding conversation flow

Design a conversational onboarding flow for a SaaS product. Product: {{product_name}} ({{one_line_description}}) Activation moment (the "aha"): {{activation_event}} First-run steps...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#onboarding#flow#saas#activation
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ChatbotsSupport flow
Script a support bot that de-escalates angry users

Write the system prompt and 3 sample exchanges for a support chatbot that de-escalates angry customers. Company: {{company}} Common rage triggers: {{rage_triggers}} What the bot ca...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#de-escalation#tone#system-prompt
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ChatbotsTutor persona
Build a Socratic tutor that refuses to give answers

Create the system prompt for a Socratic tutor chatbot for the subject {{subject}} at level {{level}}. Core behavior: - Never give the final answer outright. Lead with one guiding q...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#tutor#education#persona#socratic
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ChatbotsGrounding rules
Write grounding rules for a RAG knowledge-base bot

Write the answering rules for a retrieval-augmented chatbot that responds only from provided context chunks. Domain: {{domain}} Context format: chunks with source ids, passed in a...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#rag#grounding#citations#hallucination
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ChatbotsSales flow
Create a lead-qualifying sales bot using BANT

Design a lead-qualification chatbot flow that collects BANT (Budget, Authority, Need, Timeline) without feeling like an interrogation. Offer: {{offer}} Ideal customer: {{icp}} Disq...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#sales#qualification#flow#bant
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ChatbotsVoice guide
Write a brand voice style guide for an assistant

Write a brand voice guide for a customer-facing chatbot. Brand: {{brand}} Personality in 3 adjectives: {{adjectives}} Audience: {{audience}} Things we never say: {{banned_phrases}}...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#voice#brand#style-guide#tone
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ChatbotsLanguage handling
Design multilingual detection and fallback handling

Write the language-handling rules for a multilingual chatbot. Supported languages: {{supported_languages}} Default language: {{default_language}} Specify: - How to detect the user'...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#multilingual#i18n#fallback#detection
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ChatbotsPrivacy policy
Write a PII handling and redaction policy for a bot

Write a PII handling policy section for a chatbot system prompt. Industry: {{industry}} Data the bot legitimately needs: {{needed_data}} Data the bot must never request or retain:...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#privacy#pii#compliance#guardrails
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ChatbotsGame master
Build a tabletop RPG dungeon master bot

Create the system prompt for an AI dungeon master running a {{genre}} tabletop adventure. Players: {{player_count}} Difficulty: {{difficulty}} Rule system: {{rule_system}} The DM m...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#roleplay#game#dungeon-master#interactive
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ChatbotsSafety flow
Design a symptom-info bot with safe disclaimers

Design the safety framework and system prompt for a general health-information chatbot (NOT a diagnostic tool). Scope: {{scope}} Region for emergency numbers: {{region}} Must inclu...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#health#safety#disclaimer#triage
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ChatbotsPractice coach
Create a mock job interview practice coach

Build a system prompt for a mock-interview coaching chatbot. Role being interviewed for: {{role}} Seniority: {{seniority}} Interview style: {{style}} Behavior: - Run a realistic in...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#interview#coaching#practice#feedback
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ChatbotsTool routing
Write a tool-routing system prompt for function calling

Write the orchestration system prompt for a tool-using assistant. Available tools: {{tool_list}} Rules to encode: - Decide whether a tool is needed; answer directly if not. - Pick...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#agent#tool-use#function-calling#routing
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ChatbotsComedy persona
Build a passive-aggressive coworker comedy bot

Design a comedy chatbot persona: a passive-aggressive coworker named {{name}} who "helps" while subtly judging you. Setting: {{workplace}} Pet peeves: {{pet_peeves}} The persona mu...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#comedy#persona#entertainment#office
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ChatbotsBooking flow
Design an appointment-booking conversation flow

Design a conversational appointment-booking flow for {{business_type}}. Services offered: {{services}} Hours and constraints: {{constraints}} Build: - A flow that captures service,...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#booking#scheduling#flow#service
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ChatbotsDebate partner
Create a debate sparring partner that steelmans

Create a system prompt for a debate sparring chatbot. The user will state a position. The bot must: - Take the strongest possible opposing stance (steelman the other side), never a...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#debate#reasoning#persona#critical-thinking
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ChatbotsPolicy bot
Build a refund-decision support bot with policy logic

Design a refund-handling chatbot that applies policy consistently. Refund policy rules: {{policy_rules}} Edge cases to handle: {{edge_cases}} Approval limit before human review: {{...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#refunds#policy#decision
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ChatbotsCooking assistant
Create a hands-free cooking sous-chef assistant

Build a system prompt for a hands-free cooking sous-chef chatbot. Behavior: - Walk through a recipe one step at a time; advance only on "next", repeat on "again". - Keep each step...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#cooking#assistant#voice#step-by-step
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ChatbotsMemory policy
Write a memory and continuity policy for a companion bot

Write a memory and continuity policy for a long-running companion chatbot. Use case: {{use_case}} What it should remember: {{remember}} What it must never store: {{never_store}} Th...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#memory#companion#continuity#policy
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ChatbotsSales training
Build a sales objection-handling trainer bot

Create a system prompt for a sales objection-handling trainer chatbot. Product being sold: {{product}} Common objections: {{objections}} Buyer persona: {{buyer_persona}} The bot mu...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#sales#training#roleplay#objections
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ChatbotsClarification logic
Write a clarifying-question protocol for vague requests

Write a clarification protocol for an assistant in the domain of {{domain}}. Goal: minimize wrong assumptions without annoying users with too many questions. Define: - A decision r...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#clarification#ambiguity#ux#protocol
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ChatbotsInteractive fiction
Create an interactive noir detective mystery bot

Design a system prompt for an interactive noir detective mystery chatbot. Setting: {{setting}} The crime: {{crime}} Number of suspects: {{suspect_count}} The bot must: - Open in at...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#interactive-fiction#mystery#roleplay#game
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ChatbotsHandoff template
Design a human-handoff summary generator for support

Design the handoff behavior for a support chatbot that escalates to human agents. Channel: {{channel}} Agent CRM fields available: {{crm_fields}} Create: - A trigger list for when...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#escalation#handoff#summary
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ChatbotsLanguage partner
Build a patient language-exchange conversation partner

Create a system prompt for a language-exchange conversation partner. Target language: {{target_language}} Learner level (CEFR): {{level}} Learner's native language: {{native_langua...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#language#tutor#conversation#learning
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ChatbotsCalibration policy
Write an uncertainty and calibration policy for a bot

Write an uncertainty-calibration policy for an assistant in {{domain}}. The policy must instruct the bot to: - Distinguish what it knows confidently, what it is unsure about, and w...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#calibration#uncertainty#hallucination#honesty
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ChatbotsCommunity mod
Design a Discord community moderation assistant persona

Design the persona and rules for a Discord community assistant. Community: {{community}} Rules to enforce: {{community_rules}} Resource links: {{resources}} The bot must: - Be welc...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#community#moderation#discord#persona
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ChatbotsConversational form
Turn a long form into a conversational intake bot

Convert a long intake form into a conversational chatbot flow. Form fields (with required/optional and type): {{form_fields}} Purpose of the form: {{purpose}} Produce: - A conversa...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#forms#intake#flow#data-collection
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ChatbotsSupport persona
Build an empathetic support bot with strict boundaries

Design an empathetic support chatbot for emotionally sensitive conversations about {{topic}}. Critical boundaries: - It listens and validates; it is NOT a therapist and says so whe...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#empathy#safety#boundaries
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ChatbotsRecommendation flow
Create a product-recommendation quiz chatbot

Design a product-recommendation quiz chatbot. Catalog (products + key attributes): {{catalog}} Customer decision factors: {{decision_factors}} Build: - A short quiz (max {{max_ques...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#ecommerce#recommendation#quiz#flow
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ChatbotsEdutainment persona
Build a time-traveling historian roleplay persona

Create a system prompt for an edutainment chatbot: a time-traveling historian who speaks as if they witnessed {{era}}. Behavior: - Narrate history vividly in first person ("I stood...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#education#history#persona#roleplay
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ChatbotsMentor persona
Design a code-review mentor chatbot

Create a system prompt for a code-review mentor chatbot. Stack: {{stack}} Team conventions: {{conventions}} Reviewer tone: {{tone}} The bot must: - Review pasted code and return fi...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#code-review#mentor#engineering#persona
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ChatbotsFAQ bot
Build a FAQ deflection bot that knows when to give up

Design a FAQ-deflection chatbot for {{product}}. Top FAQs and answers: {{faqs}} Topics it cannot resolve: {{cannot_resolve}} The bot must: - Match the user's question to the right...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#support#faq#deflection#escalation
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ChatbotsCoach persona
Create a budgeting coach that avoids regulated advice

Build a system prompt for a personal-budgeting coach chatbot. Scope: everyday budgeting, saving habits, expense tracking. Out of scope: {{out_of_scope}}. The bot must: - Help users...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#finance#coaching#boundaries#persona
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ChatbotsMemory policy
Write a self-summarization policy for long chats

Write a conversation-summarization policy for a long-running assistant. Use case: {{use_case}} Must-keep items: {{must_keep}} Define rules for the bot to: - Maintain a running "sta...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#memory#summarization#context#policy
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ChatbotsSales flow
Design a tactful upsell and cross-sell support bot

Design upsell and cross-sell behavior for a chatbot that also handles support. Catalog and tiers: {{catalog_tiers}} Upsell triggers (real moments of need): {{upsell_triggers}} Rule...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#sales#upsell#support#tact
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ChatbotsQA test suite
Generate a persona-consistency test suite for a bot

Generate a QA test suite to verify a chatbot's persona and policy consistency. Persona summary: {{persona_summary}} Key policies: {{policies}} Produce a table of at least 15 test c...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#qa#testing#consistency#persona
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ChatbotsVoice prompt
Write a voice-first assistant prompt for phone IVR

Write the system prompt for a voice-first phone assistant (spoken, not text). Use case: {{use_case}} Caller goals: {{caller_goals}} Voice-specific rules: - Keep every reply short a...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#voice#ivr#phone#system-prompt
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ChatbotsContent policy
Design edge-case content policy for an open assistant

Write a content-policy decision guide for a general-purpose assistant. Allowed scope: {{allowed_scope}} Hard-no topics: {{hard_no}} Gray-area examples to resolve: {{gray_areas}} Th...

Claude Opus 4.8GPT-5Gemini 2.5 Pro
#policy#safety#edge-cases#refusal
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