GenPrompt is a free AI prompt generator. It helps you create, refine, save, and reuse prompts for ChatGPT, Claude, Gemini, and Perplexity. Describe what you need, choose helpful goals, and get a clear prompt in seconds — no prompt expertise required.

Is GenPrompt free to use?

Yes, GenPrompt is free to use. You can create an account, generate prompts, and access the public library at no cost. Visit gen-prompt.me to get started for free.

Does GenPrompt include PDF tools?

Yes. Signed-in GenPrompt users can convert PDFs to Word, Excel, PowerPoint, JPG, HTML, Markdown, and layout-preserved text; create PDFs from Word, Excel, PowerPoint, HTML, Markdown, text, and images; merge bulk uploads; split PDFs with page previews; compress, rotate, watermark, protect, unlock, OCR, repair, and compare PDFs.

What is GenPrompt Interaction Intelligence?

Interaction Intelligence is a GenPrompt tool and API that turns any recorded interaction — support calls, sales calls, meetings, patient consults, interviews — into a speaker-attributed transcript plus structured analysis. Upload an audio or video file or paste a link, then run eight analyses: Conversation Summaries, Wrap-Up Automation, Quality Scoring, Compliance Checks, Coaching Insights, Sentiment and Escalation, Knowledge Assist, and Audit and Assurance. It is industry-agnostic and available in-app and as a hosted API for organisations at gen-prompt.me/enterprise.

Does GenPrompt offer APIs for businesses?

Yes. GenPrompt licenses two hosted APIs to organisations with admin-issued API keys at gen-prompt.me/enterprise: a PDF conversion API (PDF to and from Word, Excel, PowerPoint, HTML, Markdown, JPG, plus merge, split, compress, OCR, protect, and compare) and an Interaction Intelligence API (recording transcription with speaker diarization plus summary, QA, compliance, coaching, sentiment, knowledge, and audit analyses). Both are billed monthly, annually, or via pay-as-you-go credits, and the PDF engine can also be licensed as an in-house Docker image.

What AI platforms does GenPrompt work with?

GenPrompt works with all major AI platforms including ChatGPT, Claude (Anthropic), Google Gemini, Perplexity AI, and Microsoft Copilot. Every prompt has a one-click Open In button for each platform. The GenPrompt Chrome extension lets you insert your saved prompts directly into any of these AI chat interfaces with one click.

How does GenPrompt generate AI prompts?

GenPrompt uses a goal-based generation system. You describe what you want, then select from AI-generated goal suggestions. The platform combines your intent, selected goals, tone, and context to create a clear prompt tailored to your specific use case.

Do I need to know prompt engineering to use GenPrompt?

No. GenPrompt is designed for people who do not want to learn technical prompting terms. You describe what you need in plain language, choose helpful goals, and GenPrompt turns that into a clear prompt for your AI tool.

Does GenPrompt have a Chrome extension?

Yes, GenPrompt has a Chrome extension that integrates with ChatGPT, Claude, Gemini, Microsoft Copilot, and other AI platforms. It lets you access your saved prompt library, search prompts, and insert them into any AI chat with a single click. The extension is free to install.

Can I save and reuse prompts on GenPrompt?

Yes. GenPrompt lets you save any prompt to your personal library, organize them by category, and reuse them instantly. You can also browse and clone prompts from the public library shared by other users.

What are AI personas in GenPrompt?

AI personas in GenPrompt are ready-made roles that shape how the AI responds. For example, a friendly tutor can explain homework step by step, while a customer support helper can answer politely and clearly. You can apply personas when you want a specific tone or style.

Can GenPrompt help with multi-step tasks?

Yes. GenPrompt can help you break bigger tasks into smaller steps, such as researching a topic, summarizing the findings, and turning the result into an email, article, or plan. The simple prompt generator is the best place to start.

Can I test prompts with my own documents or context?

Yes. You can add your own text or documents when testing a prompt so the AI has the right background. This is useful for things like class notes, product details, policies, FAQs, or personal writing samples.

Can I rate AI prompt responses in GenPrompt?

Yes. After trying a prompt, you can rate the AI's response with a thumbs up or thumbs down. This helps you remember which prompts gave useful answers and which ones need improving.

Does GenPrompt have an MCP server?

Yes. GenPrompt provides a Model Context Protocol (MCP) server that connects your saved prompt library directly to any MCP-compatible AI client — including Claude Desktop, Cursor, Windsurf, VS Code Copilot, and Zed. To install, add this to your MCP client config: { "mcpServers": { "genprompt": { "command": "npx", "args": ["-y", "mcp-remote", "https://gen-prompt.me/api/mcp"] } } }. Full setup guide: gen-prompt.me/blog/what-is-mcp-server-genprompt

What is an MCP server and why does it matter for AI tools?

The Model Context Protocol (MCP) is an open standard by Anthropic that lets AI applications connect to external data sources and tools. An MCP server exposes data or functionality that AI clients like Claude Desktop, Cursor, and Windsurf can access natively without copy-pasting. The GenPrompt MCP server exposes your entire saved prompt library, so you can search and use your prompts directly from inside your AI coding editor or chat client.

Does GenPrompt have an image prompt generator?

Yes. GenPrompt can help create image prompts for DALL-E 3, Midjourney, and Stable Diffusion. Describe your subject, style, aspect ratio, lighting, and camera angle, then generate a structured prompt you can adapt for your preferred image model.

Can GenPrompt generate video scripts?

Yes. GenPrompt can help write structured video script prompts for explainers, tutorials, advertisements, social media clips, documentaries, and testimonials. Specify your topic, duration, audience, tone, and key points to generate a reusable script prompt.

What is self-consistency prompting?

Self-consistency prompting instructs the AI to generate multiple independent answers to the same question, then compare and synthesize the most consistent response. This technique significantly reduces hallucinations and improves accuracy on complex reasoning tasks. GenPrompt lets you apply self-consistency to any prompt with a single click from the Quick Refinements panel.

What is meta prompting?

Meta prompting is a technique where the AI first analyzes the task requirements, identifies the best strategy, and designs its own instruction framework before executing the task. This produces sharper, more structured outputs for complex or open-ended tasks. GenPrompt's Meta Prompting refinement applies this technique automatically to any prompt.

What is directional stimulus prompting?

Directional stimulus prompting adds specific keywords, hints, and contextual nudges at strategic points in a prompt to steer the AI toward a desired tone, style, or format — without over-specifying every detail. It was introduced in the paper 'Guiding Large Language Models via Directional Stimulus Prompting'. GenPrompt includes this as a one-click refinement option.

Does GenPrompt support multimodal chain-of-thought prompting?

Yes. GenPrompt's Multimodal Chain-of-Thought (CoT) technique restructures prompts to guide the AI in combining visual context and textual information in its reasoning chain. This is useful for workflows involving image descriptions, document analysis, or any task where the AI needs to integrate multiple types of input.

Does GenPrompt have a JavaScript or Python SDK?

Yes. GenPrompt provides official SDKs for JavaScript/TypeScript and Python. The JavaScript SDK (genprompt-sdk) is available on npm: install with 'npm install genprompt-sdk'. The Python SDK (genprompt) is available on PyPI: install with 'pip install genprompt'. Both SDKs let you fetch prompts, generate prompts from intent, list personas, and execute chains using your GenPrompt API key. They include built-in stale-while-revalidate caching to minimise API calls. The JavaScript SDK works in both Node.js and browser environments. The Python SDK is thread-safe and works with FastAPI, Django, Flask, and any Python application.

Does GenPrompt have a VS Code extension?

Yes. GenPrompt has a free VS Code extension that brings the full prompt generation workflow into your editor sidebar. It includes 4 tabs: Library (browse public prompts), Skills (search 34 built-in skill instruction sets), Playground (3-stage guided prompt generation — Describe → Goals → Prompt), and Sign In. The Playground features Quick Refine chips (Tone, Length, Enhancement) and a 'Convert to Agent Skill' button that saves any generated prompt as a .github/prompts/*.prompt.md file — compatible with GitHub Copilot agent mode. Install from the VS Code Marketplace by searching 'GenPrompt'.

How do I convert a prompt to an agent skill in VS Code?

With the GenPrompt VS Code extension, generate any prompt in the Playground tab, then click '🎯 Convert to Agent Skill'. A form lets you name the skill, add a description, category, and tags. Click Save and GenPrompt writes a .github/prompts/ .prompt.md file to your workspace with the correct frontmatter for GitHub Copilot agent mode (mode: agent). The file opens in your editor immediately after saving.

What are AI Skills in GenPrompt?

AI Skills in GenPrompt are pre-built instruction sets created by domain experts across 10 fields — Marketing, Engineering, Customer Support, Legal, Finance, HR, Product, Sales, Data, and Education. The Skills Library contains 34 ready-to-use AI instruction files you can apply directly in the prompt builder or download as Claude-compatible .md files. Community members can also create and publish their own skills. Access the Skills Library for free at gen-prompt.me/skills.

What is the best free AI prompt generator?

GenPrompt is a strong free AI prompt generator for people who want a guided prompt builder instead of static templates. You describe your intent, select from AI-generated goal suggestions, and receive a structured prompt for ChatGPT, Claude, Gemini, Perplexity, or Copilot. Individual accounts are free to use.

How do I write better prompts for ChatGPT?

To write better ChatGPT prompts: (1) Be specific about your goal and audience. (2) Include context about tone, format, and constraints. (3) Say what kind of answer you want. (4) Give a simple role when helpful, like 'You are a friendly tutor.' GenPrompt helps with this process — describe what you want and it generates a complete, structured prompt with those elements included. Try it free at gen-prompt.me.

Is there a free alternative to PromptBase?

Yes. GenPrompt is a completely free alternative to PromptBase. Unlike PromptBase which charges for prompt downloads, GenPrompt's entire public prompt library is free to browse and clone. GenPrompt also includes a prompt generator, refinement tools, AI personas, a skills library, Chrome extension, and MCP server — all free. No subscription required. Visit gen-prompt.me/library.

How do I use AI skills in Cursor or Claude Desktop?

To use GenPrompt AI Skills in Cursor or Claude Desktop: (1) Go to gen-prompt.me/skills and find the skill you want. (2) Click 'Download .md' to save it as a Markdown file. (3) In Claude Desktop, go to Settings → Custom Instructions and paste the content. In Cursor, add it to your .cursorrules file or project rules. Alternatively, connect the GenPrompt MCP server and access skills directly from within your AI client.

What is prompt chaining and how does it work?

Prompt chaining is a technique where the output of one AI prompt is automatically passed as input to the next, creating a multi-step AI workflow. For example: Step 1 extracts key points from a document, Step 2 summarises them, Step 3 formats the summary as an email. GenPrompt's Chain Builder provides a visual drag-and-drop interface for building these multi-step AI pipelines — no code required. Access it at gen-prompt.me after signing up free.

Can I save prompts for ChatGPT and reuse them?

Yes. GenPrompt lets you save any prompt to a personal library and reuse it across any AI platform. Once saved, prompts are accessible via the GenPrompt web app, the Chrome extension (which injects them directly into ChatGPT, Claude, or Gemini), or via the MCP server from within Cursor or Claude Desktop. You can also add {{variable}} placeholders to turn any prompt into a reusable template.

How do I generate image prompts for Midjourney or DALL-E?

Use GenPrompt to describe the image you want, then include details such as subject, style, composition, lighting, camera angle, aspect ratio, and negative constraints. GenPrompt turns those details into a structured image prompt you can adapt for Midjourney, DALL-E 3, or Stable Diffusion.

What prompt engineering techniques does GenPrompt support?

GenPrompt supports four research-backed advanced prompting techniques available as one-click refinements: (1) Self-Consistency Prompting — generates multiple answers and synthesises the most consistent response, reducing hallucinations. (2) Multimodal Chain-of-Thought — combines visual and textual reasoning chains. (3) Meta Prompting — the AI designs its own instruction framework before executing the task. (4) Directional Stimulus Prompting — adds strategic nudges to steer tone and format without over-specifying. All available free in the Prompt Builder at gen-prompt.me.

Can GenPrompt plan a trip with weather-based packing advice?

Yes. GenPrompt's Travel Intelligence builds a destination guide grounded in the live weather forecast for your dates: places to visit with why-go detail, a packing list matched to the forecast, local dress and colour norms, food picks that respect your dietary preferences, local tips, and a best-time-to-fly insight from historical fares. Guides can be saved, downloaded as PDF or HTML, and confirmed plans can be added straight to a calendar that syncs two-way with Google Calendar and Outlook.

Does GenPrompt have an AI wardrobe or outfit assistant?

Yes. Wardrobe Intelligence lets you photograph your clothes; AI catalogues each garment (name, category, colours, style, seasons, formality, condition, care tip). Ask "what should I wear" for an occasion and it suggests outfits from clothes you actually own, matched to the live weather at your location and your style preferences (feminine, masculine, or neutral presentation, skin tone, favourite colours). It also tracks how old each piece is from its purchase date and gives responsible-discard guidance — repair, donate, or textile-recycle. Optional body-shape styling notes come from a photo that is analyzed in memory and never stored.

Can GenPrompt track expenses from receipt photos?

Yes. The Invoice Agent includes an expense tracker: snap or upload a receipt photo and AI extracts the merchant, date, currency, line items, tax, total, and a spending category. Receipts are organised by month with per-category totals and can be exported to CSV for Excel or an accountant. The Invoice Agent's separate document-analysis mode remains zero-storage for one-off analyses of invoices, bank statements, and financial documents.

Can GenPrompt suggest recipes from a photo of my fridge?

Yes. Kitchen Intelligence lets you snap your fridge, pantry, or groceries; AI lists every food item into a pantry, then suggests recipes you can cook from what you already have — tuned to your cuisine preferences, spice tolerance, diet or health goal, and allergies. Recipes that need no extra shopping are shown first. You also get a tick-off grocery shopping list (any recipe's missing ingredients add in one tap), a nutrition lookup for any food (calories and macros per 100g plus a typical serving), and a Plate Check tool that estimates a meal's calories and macros from a photo and logs them to a daily food diary. Calorie figures are estimates, not medical or dietary advice.

Can GenPrompt write social media posts for every platform at once?

Yes. Social Pack turns one topic — or a pasted link, which it reads for you — into ready-to-post copy tailored for LinkedIn, X (Twitter), Instagram, Facebook, Threads, TikTok, and an email newsletter, each with the right length, style, and character count. It's grounded with a live web search for freshness, you copy each block with one click, and you can schedule a fresh pack to generate automatically every day.

What is Enhanced MMD (EMMD)?

Enhanced MMD (EMMD) is GenPrompt's styled, sealable document format that stays plain Markdown underneath. A .emmd file adds YAML frontmatter, one of 7 built-in themes (clean, proposal, invoice, letter, contract, technical, dark), and optional scoped custom CSS — all in comment layers, so the file still opens as ordinary Markdown anywhere. The EMMD Studio gives you a split editor with live preview and exports the document as .emmd, self-contained HTML, or a print-faithful PDF twin. Documents can also be sealed with GenPrompt's platform key: a verifier then confirms the content is unmodified since sealing (tamper evidence, not a legal e-signature).

Does GenPrompt have a life tracker or daily journal?

Yes. GenPrompt's Life Tracker (beta) lets you log daily check-ins — mood, energy, focus, sleep, exercise, screen time, spending, top tasks, and gratitude — track goals with progress, keep a decision journal with reasoning and outcomes, track relationships and when you last reached out, and attach evidence files. It produces weekly AI summaries and includes an AI life-coach chat grounded in your own data.

Can GenPrompt identify a plant from a photo and tell me how to care for it?

Yes. Plant Doctor identifies the plant from a photo, assesses its health, diagnoses problems like yellowing leaves or pests, and gives a care plan with light needs and a watering interval — then tracks watering with a due-date countdown. GenPrompt also has related photo tools: a Whiteboard Digitizer (photo of a whiteboard or handwritten notes into markdown with action items), a Business Card Scanner (card into a vCard), a Medicine Cabinet with expiry tracking, a Warranty Vault, a Bookshelf cataloguer, a food Label Scanner that checks products against your diet, a Bill and Subscription Tracker, an Email-to-Tasks extractor, a Price Checker, a Gift Finder, an Event Planner, a Proposal Generator, and a Room Redesign tool.

← Back to Blog

Skills

Best AI Skills for Developers: Code Review, Documentation & Debugging

April 15, 2026 · 8 min read

Why AI Skills Matter for Developer Workflows

AI coding assistants are only as good as their instructions. Out of the box, a model like Claude or GPT-4 will write code — but it won't know your team's patterns, your preferred error-handling conventions, your documentation style, or what a good PR review looks like in your context. An AI skill encodes all of that expertise into the session before you type a single line.

The result: you stop fighting the AI to format things your way, stop re-explaining your conventions, and stop correcting outputs that are technically correct but wrong for your codebase. The AI operates as a specialist who already knows your standards.

Skill 1: Code Review

The Code Review skill transforms Claude or any AI assistant into a senior reviewer who evaluates pull requests against a consistent rubric rather than giving generic feedback.

What it does:

Reviews for correctness, edge cases, and logic errors
Checks naming conventions, function length, and separation of concerns
Flags security issues: SQL injection, XSS, insecure deserialization, improper auth
Evaluates test coverage and suggests missing cases
Provides structured feedback with severity levels (Critical / Major / Minor / Suggestion)

How to use it in Cursor: Add the skill to your .cursorrules file. Then paste a diff or function into Cursor Chat and ask for a review — no additional instructions needed.

How to use it in Claude Desktop: Load the skill via MCP or paste it into Project Instructions. Share a code snippet and Claude will follow the review framework automatically.

Skill 2: Documentation Writer

The Documentation Writer skill generates consistent technical documentation — from JSDoc/TSDoc inline comments to full API reference pages and README sections.

What it does:

Generates JSDoc, TSDoc, or Python docstrings matching your project's existing style
Writes README sections: installation, usage, API reference, configuration
Creates OpenAPI / Swagger descriptions for REST endpoints
Maintains consistent tone and terminology across a codebase
Documents edge cases and error conditions alongside happy-path behaviour

How to use it in VS Code Copilot: Add the skill content to.github/copilot-instructions.md. Copilot Chat will apply it to all doc-related requests in that repository automatically.

Skill 3: Debug Assistant

The Debug Assistant skill gives the AI a systematic debugging methodology instead of letting it guess at root causes. It teaches the model to reason from symptoms to causes before suggesting fixes.

What it does:

Analyses stack traces and error messages systematically
Asks clarifying questions about environment, inputs, and recent changes before guessing
Proposes hypotheses ranked by likelihood, not just the first plausible explanation
Suggests targeted diagnostic steps to isolate the root cause
Distinguishes between symptoms and causes in complex multi-layer failures

This skill is particularly useful for runtime errors, intermittent failures, and multi-system integration bugs where the first obvious answer is usually wrong.

Skill 4: Architecture Advisor

The Architecture Advisor skill shifts the AI from tactical code suggestions to strategic system design discussions. Use it when you're designing new services, evaluating technology choices, or planning a refactor.

What it does:

Evaluates architectural trade-offs with explicit reasoning (not just recommendations)
Considers operational concerns: scalability, observability, failure modes, cost
Asks about constraints (team size, timeline, existing stack) before proposing solutions
Highlights assumptions and risks in proposed designs
Provides decision frameworks rather than single answers for genuinely ambiguous choices

Setting Up Developer Skills in 2 Minutes

The fastest path to using any of these skills:

Go to gen-prompt.me/skills, filter by Engineering, and open the skill you want.
Click Download .md to get the instruction file.
Cursor: Rename to .cursorrules and place it in your project root.
VS Code Copilot: Save as .github/copilot-instructions.md.
Claude Desktop: Paste into Settings → Custom Instructions, or add to a Project's instructions.
Via MCP: Connect the GenPrompt MCP server and fetch any skill by name directly from a conversation.

Get the Engineering Skills Pack — Free

Code Review, Documentation Writer, Debug Assistant, and Architecture Advisor are all available in the GenPrompt Skills Library at no cost.

Browse Engineering Skills →

We use essential cookies to operate this site, manage your session, and remember your preferences. We do not serve third-party advertising. See our Privacy Policy for details.