{
  "source": "https://giis.ai/prompts",
  "description": "Free AI prompt library by GiiS. 78 production-ready prompts across 13 categories. Use in GiiS, ChatGPT, Claude, or any LLM.",
  "updated": "2026-06-26",
  "total": 78,
  "categories": [
    "Writing", "Coding", "Research", "Business", "Creative",
    "Education", "Data", "Marketing", "Productivity", "Design",
    "AI & Agents", "Sales & Outreach", "GiiS"
  ],
  "usage": {
    "open_in_giis": "https://chat.giis.ai?prompt={url_encoded_prompt}",
    "browse": "https://giis.ai/prompts",
    "filter_by_category": "https://giis.ai/prompts?category={category}"
  },
  "prompts": [
    { "id": 1,  "category": "Writing",         "title": "Blog Post from Outline",      "tags": ["blog","seo","content"],                   "prompt": "Write a comprehensive, SEO-optimized blog post based on this outline: [OUTLINE]. Include a compelling introduction, structured H2/H3 headers, actionable takeaways, and a conclusion with a call to action. Target audience: [AUDIENCE]. Tone: [TONE]." },
    { "id": 2,  "category": "Writing",         "title": "Email Newsletter",            "tags": ["email","newsletter","marketing"],          "prompt": "Write an engaging email newsletter about [TOPIC]. Include: subject line, preview text, hook opening, 3 key sections, and a single clear CTA. Keep it under 400 words. Tone: conversational and friendly." },
    { "id": 3,  "category": "Writing",         "title": "Press Release",               "tags": ["pr","announcement","business"],            "prompt": "Write a professional press release for [ANNOUNCEMENT]. Include headline, dateline, lead paragraph (who, what, when, where, why), quotes from [SPOKESPERSON], boilerplate, and contact info. Follow AP style." },
    { "id": 4,  "category": "Writing",         "title": "Product Description",         "tags": ["ecommerce","product","copywriting"],       "prompt": "Write a persuasive product description for [PRODUCT NAME]. Highlight: key benefits (not features), target customer pain points, and unique differentiators. Include a power headline, 3-4 benefit bullets, and a closing urgency statement. Under 150 words." },
    { "id": 5,  "category": "Writing",         "title": "LinkedIn Article",            "tags": ["linkedin","thought-leadership","professional"], "prompt": "Write a thought leadership LinkedIn article about [TOPIC] from the perspective of a [JOB TITLE]. Include personal story/hook, 3 key insights with examples, practical takeaways, and end with a discussion question. Target: 800-1200 words." },
    { "id": 6,  "category": "Writing",         "title": "Cover Letter",                "tags": ["job","career","professional"],             "prompt": "Write a compelling cover letter for a [JOB TITLE] position at [COMPANY]. My background: [YOUR BACKGROUND]. Emphasize how my [SKILL 1] and [SKILL 2] directly address their needs. Show company knowledge, avoid clichés, keep to 3 paragraphs." },
    { "id": 7,  "category": "Writing",         "title": "Executive Summary",           "tags": ["report","business","summary"],             "prompt": "Write a crisp executive summary for this document: [PASTE DOCUMENT]. Limit to 1 page. Include: situation overview, key findings (3-5 bullets), recommended actions, expected outcomes, and timeline. Audience: C-suite executives." },
    { "id": 8,  "category": "Writing",         "title": "Cold Email Sequence",         "tags": ["sales","email","outreach"],               "prompt": "Write a 3-email cold outreach sequence for [PRODUCT/SERVICE] targeting [PERSONA]. Email 1: Value-led hook, no pitch. Email 2 (3 days later): Specific pain point + social proof. Email 3 (5 days later): Soft close + easy reply. Each email under 100 words." },
    { "id": 9,  "category": "Coding",          "title": "Code Review",                 "tags": ["review","quality","best-practices"],       "prompt": "Review this code for: bugs, security vulnerabilities, performance issues, code smells, and best practice violations. For each issue found, explain: (1) the problem, (2) why it matters, (3) suggested fix with code example.\n\n```\n[PASTE CODE]\n```" },
    { "id": 10, "category": "Coding",          "title": "Write Unit Tests",            "tags": ["testing","tdd","quality"],                "prompt": "Write comprehensive unit tests for this function using [JEST/PYTEST/etc]. Cover: happy path, edge cases, error conditions, and boundary values. Use descriptive test names in the format 'should [behavior] when [condition]'.\n\n```\n[PASTE FUNCTION]\n```" },
    { "id": 11, "category": "Coding",          "title": "Refactor Legacy Code",        "tags": ["refactor","clean-code","modernize"],       "prompt": "Refactor this legacy code to be clean, maintainable, and modern. Apply: meaningful variable names, single responsibility principle, DRY, proper error handling, and [LANGUAGE] best practices. Explain each change.\n\n```\n[PASTE CODE]\n```" },
    { "id": 12, "category": "Coding",          "title": "API Design",                  "tags": ["api","rest","design"],                    "prompt": "Design a RESTful API for [FEATURE/SYSTEM]. Include: endpoint list (method + path + description), request/response schemas with examples, authentication approach, error response format, and rate limiting strategy. Follow REST best practices." },
    { "id": 13, "category": "Coding",          "title": "SQL Query Builder",           "tags": ["sql","database","query"],                 "prompt": "Write an optimized SQL query to [WHAT YOU WANT TO DO] using the following schema:\n[TABLE SCHEMAS]\n\nRequirements: [SPECIFIC REQUIREMENTS]. Include indexes that would improve performance and explain your JOIN choices." },
    { "id": 14, "category": "Coding",          "title": "Debug This Error",            "tags": ["debug","error","fix"],                    "prompt": "I'm getting this error:\n```\n[ERROR MESSAGE + STACK TRACE]\n```\n\nIn this code:\n```\n[RELEVANT CODE]\n```\n\nExplain: (1) what's causing the error, (2) why it's happening, (3) the exact fix, (4) how to prevent it in the future." },
    { "id": 15, "category": "Coding",          "title": "System Design",               "tags": ["architecture","system-design","scalability"], "prompt": "Design a scalable system for [SYSTEM DESCRIPTION] that handles [SCALE: e.g., 1M users, 10k req/sec]. Cover: high-level architecture diagram (text), key components, data storage decisions, caching strategy, API design, and how you'd handle failures." },
    { "id": 16, "category": "Coding",          "title": "Regex Generator",             "tags": ["regex","pattern","parsing"],              "prompt": "Write a regex pattern to match [WHAT TO MATCH] in [LANGUAGE]. Examples that should match: [EXAMPLES]. Examples that should NOT match: [COUNTER-EXAMPLES]. Explain each part of the pattern and provide test code." },
    { "id": 17, "category": "Research",        "title": "Market Research Report",      "tags": ["market","analysis","business"],            "prompt": "Conduct a market research analysis for [PRODUCT/SERVICE] in [INDUSTRY]. Cover: market size & growth, target segments, top 5 competitors (strengths/weaknesses), customer pain points, pricing landscape, and key trends. Format as a structured report." },
    { "id": 18, "category": "Research",        "title": "Competitive Analysis",        "tags": ["competitors","strategy","positioning"],    "prompt": "Create a competitive analysis comparing [YOUR PRODUCT] to [COMPETITOR 1], [COMPETITOR 2], and [COMPETITOR 3]. For each, evaluate: pricing, features, target market, positioning, strengths, weaknesses. Conclude with differentiation opportunities." },
    { "id": 54, "category": "AI & Agents",     "title": "System Prompt Engineer",      "tags": ["system-prompt","llm","ai"],               "prompt": "Write a production-grade system prompt for an AI assistant that [ROLE/PURPOSE]. The assistant must: [KEY BEHAVIOURS]. It should never: [RESTRICTIONS]. Tone: [TONE]. Include: role definition, task scope, output format instructions, fallback behaviour when uncertain, and a worked example of ideal input/output." },
    { "id": 55, "category": "AI & Agents",     "title": "AI Agent Design",             "tags": ["agent","workflow","automation"],           "prompt": "Design an AI agent for [TASK]. Define: (1) the trigger/input that starts the agent, (2) the tools/APIs it needs access to, (3) the decision tree it follows, (4) how it handles ambiguity or failure, (5) the output format, (6) guardrails to prevent errors. Make it production-ready." },
    { "id": 56, "category": "AI & Agents",     "title": "RAG System Design",           "tags": ["rag","retrieval","knowledge-base"],       "prompt": "Design a Retrieval-Augmented Generation (RAG) pipeline for [USE CASE] using [DOCUMENT TYPES]. Cover: chunking strategy, embedding model choice, vector store selection, retrieval approach (semantic vs hybrid), re-ranking, prompt template, and how to handle no-match cases." },
    { "id": 57, "category": "AI & Agents",     "title": "Prompt Chain Builder",        "tags": ["chain","workflow","llm"],                 "prompt": "Build a multi-step prompt chain to accomplish: [GOAL]. Break it into sequential steps where each LLM call's output feeds the next. For each step: input format, prompt template, expected output format, and validation check. Include error handling." },
    { "id": 58, "category": "AI & Agents",     "title": "AI Output Evaluator",         "tags": ["eval","quality","testing"],               "prompt": "Create an evaluation rubric to score AI-generated [OUTPUT TYPE]. Define 5 criteria, each scored 1-5. For each criterion: name, what '5' looks like vs '1', and example good/bad outputs. Include an overall scoring formula and threshold for 'acceptable' quality." },
    { "id": 59, "category": "AI & Agents",     "title": "Fine-Tuning Dataset Creator", "tags": ["fine-tuning","dataset","training"],       "prompt": "Generate 20 high-quality training examples for fine-tuning an LLM to [TASK]. Format as JSONL with 'prompt' and 'completion' fields. Examples should: cover diverse phrasings, include edge cases, show the exact tone/style/format you want." },
    { "id": 60, "category": "AI & Agents",     "title": "MCP Tool Spec",               "tags": ["mcp","tool","api"],                       "prompt": "Write a Model Context Protocol (MCP) tool specification for a tool that [TOOL PURPOSE]. Include: tool name, description (written for an LLM), input schema (JSON Schema), output schema, example call, and error cases the LLM should handle." },
    { "id": 61, "category": "AI & Agents",     "title": "AI Safety Red Team",          "tags": ["safety","red-team","testing"],            "prompt": "Red-team this AI system prompt for safety and robustness:\n\n[PASTE SYSTEM PROMPT]\n\nTest for: (1) prompt injection vulnerabilities, (2) jailbreak paths, (3) information leakage, (4) off-topic behaviour, (5) adversarial inputs. For each: describe the attack, show a sample exploit, suggest a mitigation." },
    { "id": 62, "category": "AI & Agents",     "title": "Agentic Workflow Diagram",    "tags": ["workflow","diagram","architecture"],      "prompt": "Describe an agentic workflow for [BUSINESS PROCESS] as a text-based flowchart. Show: trigger → agent steps → tool calls → decision branches → outputs. Use ASCII boxes and arrows. Mark automated vs human-approval steps." },
    { "id": 63, "category": "Sales & Outreach","title": "Cold Email (Pain-First)",      "tags": ["cold-email","sales","outreach"],          "prompt": "Write a cold email to [PROSPECT ROLE] at [COMPANY TYPE]. Lead with their pain: [SPECIFIC PAIN POINT]. Do NOT mention our product in the first sentence. Structure: hook (their world) → why this matters now → one-line solution → single low-friction CTA. Under 80 words." },
    { "id": 64, "category": "Sales & Outreach","title": "Follow-Up Sequence",           "tags": ["follow-up","sequence","sales"],           "prompt": "Write a 4-touch follow-up sequence for [PROSPECT] who didn't reply to my first email about [OFFER]. Touch 2 (day 3): different angle, shorter. Touch 3 (day 7): social proof or case study. Touch 4 (day 14): break-up email with easy reply option. Each under 60 words." },
    { "id": 65, "category": "Sales & Outreach","title": "LinkedIn Connection Note",     "tags": ["linkedin","outreach","networking"],       "prompt": "Write a LinkedIn connection request note for [PROSPECT NAME], [THEIR ROLE] at [COMPANY]. Max 280 characters. Sound like a human. Reference something specific — their post, company news, or shared background. No pitch in the note." },
    { "id": 66, "category": "Sales & Outreach","title": "Objection Handler",            "tags": ["objection","sales","response"],           "prompt": "I'm selling [PRODUCT/SERVICE] and just heard this objection: '[OBJECTION]'. Write 3 different responses — one that validates and pivots, one that reframes, and one that uses a question to uncover the real concern. Keep each under 50 words." },
    { "id": 67, "category": "Sales & Outreach","title": "Discovery Call Script",        "tags": ["sales-call","discovery","questions"],     "prompt": "Write a discovery call script for selling [PRODUCT] to [BUYER PERSONA]. Include: rapport opener, agenda-setting, 8 diagnostic questions (ordered safe→deep), budget/authority/timeline section, and a clean next-step close. Mark mandatory vs skip-if-time questions." },
    { "id": 71, "category": "GiiS",            "title": "Connect Your Knowledge Base", "tags": ["giis","connectors","rag"],               "prompt": "I want to set up GiiS to search across [YOUR TOOLS: e.g., Google Drive, Notion, Slack]. Help me write a connector setup plan: (1) which connectors to prioritise, (2) indexing schedule, (3) which document sets to create, (4) test questions to verify RAG is working." },
    { "id": 72, "category": "GiiS",            "title": "Build a GiiS Agent",          "tags": ["giis","agent","persona"],                "prompt": "Help me design a GiiS AI agent (persona) for [USE CASE]. Define: (1) system prompt, (2) which tools to enable, (3) which document sets it should access, (4) response format, (5) when to escalate to a human." },
    { "id": 73, "category": "GiiS",            "title": "Sales Loop Setup",            "tags": ["giis","sales","outreach"],               "prompt": "I want to use GiiS's sales loop to automate outreach for [BUSINESS TYPE]. Help me configure: (1) ideal customer profile, (2) keywords for the lead scraper, (3) cold email sequence copy, (4) reply classification criteria, (5) escalation trigger. My product: [PRODUCT]." },
    { "id": 77, "category": "GiiS",            "title": "Migrate from ChatGPT to GiiS","tags": ["giis","migration","chatgpt"],            "prompt": "I'm currently using ChatGPT for [USE CASES]. Help me migrate to GiiS: (1) map each use case to the equivalent GiiS feature, (2) identify anything GiiS does better, (3) list what I might miss and workarounds, (4) write onboarding instructions for my team, (5) key settings to configure on day 1." },
    { "id": 78, "category": "GiiS",            "title": "Custom Prompt for GiiS Chat", "tags": ["giis","chat","prompt"],                  "prompt": "Write a reusable prompt template I can save in GiiS for [RECURRING TASK]. The template should: use [BRACKETS] for variable parts, include format instructions, specify ideal response length, and handle the most common edge cases." }
  ]
}