Why Skills Matter More Than the Base Model
Large language models are impressive on their own, but they're limited to what they learned during training. Skills — also called tools, plugins, or MCP integrations — give Claude the ability to interact with the real world: browse live websites, send emails, query databases, generate images, and much more.
Think of it this way: Claude without skills is an extremely knowledgeable person locked in a room with no phone, no computer, and no internet. Claude with skills is that same person sitting at a fully equipped workstation. The difference is enormous.
This guide covers 25 real, working skills that you can use today. For each one, we'll explain what it does, give you an example prompt, and show you what the output looks like. These aren't theoretical — they're skills people are actively using through OpenClaw Launch on Telegram, Discord, and web chat every day.
Web & Research Skills
1. Web Browsing
Claude can visit any public URL, read the page content, and summarize or analyze it. This is one of the most frequently used skills because it bridges the gap between Claude's training data cutoff and the current state of the world.
Example prompt: Read https://news.ycombinator.com and tell me the top 5 stories right now with a one-sentence summary of each.
What you get: A clean, formatted list of the current top stories with accurate summaries pulled from the live page — not from cached training data.
2. Web Search
Beyond visiting specific URLs, Claude can perform full web searches using search engines. This means you can ask open-ended questions about current events, recent product releases, or anything that happened after the model's training cutoff.
Example prompt: Search for the latest pricing changes to OpenAI's API and summarize what changed.
What you get: A summary synthesized from multiple search results, with source URLs included so you can verify.
3. News Aggregation
Combine web search with filtering logic to create a personalized news briefing. Claude searches multiple sources, deduplicates stories, and presents a curated digest on any topic you care about.
Example prompt: Give me a morning briefing on AI industry news from the last 24 hours. Focus on product launches and funding rounds.
What you get: A structured briefing with headlines, key details, and links — essentially a custom newsletter generated on demand.
4. RSS Feed Reading
Claude can fetch and parse RSS feeds, making it easy to monitor blogs, publications, or any site that publishes an RSS feed. Useful for staying on top of niche topics without subscribing to dozens of newsletters.
Example prompt: Check the Hacker News RSS feed and list any posts about Rust programming from the last week.
What you get: A filtered list of relevant posts with titles, links, and publication dates.
5. Academic Paper Search
Claude can search academic databases and preprint servers like arXiv to find relevant research papers. It reads abstracts, extracts key findings, and can compare multiple papers on the same topic.
Example prompt: Find recent papers on retrieval-augmented generation published in 2026. Summarize the three most cited ones.
What you get: Paper titles, authors, publication dates, and plain-language summaries of the methodology and findings.
Productivity Skills
6. Email Drafting
Claude can draft professional emails based on brief instructions. It understands tone, context, and formatting conventions for different types of business communication — from cold outreach to follow-ups to apologies.
Example prompt: Draft a polite email to a client explaining that their project deadline needs to move back by two weeks due to a dependency on a third-party API integration.
What you get: A well-structured email with a clear subject line, appropriate tone, explanation of the delay, proposed new timeline, and a professional sign-off.
7. Calendar Management
With calendar integration, Claude can check your schedule, find open slots, and suggest meeting times. This is particularly powerful when coordinating across time zones or when you need to find a slot that works for multiple people.
Example prompt: What does my schedule look like this Thursday? I need a 90-minute block for a design review.
What you get: A summary of your Thursday commitments and suggested time slots where you have 90+ minutes free.
8. File Management
Claude can read, create, rename, move, and organize files on your system. This is useful for tasks like sorting downloads, renaming batches of files, or extracting content from documents.
Example prompt: Look at my Downloads folder and organize any PDF files from the last week into subfolders by topic based on their filenames.
What you get: Files moved into newly created, logically named subdirectories with a summary of what was put where.
9. Note-Taking & Knowledge Base
Claude can save information to a persistent knowledge base and retrieve it later. This turns your AI assistant into a second brain — you can dump random thoughts, meeting notes, or ideas, and pull them back up weeks later with a natural language query.
Example prompt: Save this: The vendor meeting is confirmed for April 3rd. They're offering a 15% discount if we sign a 2-year contract instead of annual.
What you get: Confirmation that the note is saved. Later, you can ask "What was the discount the vendor offered?" and Claude retrieves it instantly.
10. Task & Todo Management
Claude can maintain a task list, set priorities, mark items complete, and give you a status overview. Simple but surprisingly useful when you want to quickly capture tasks without switching apps.
Example prompt: Add a task: Review the Q1 marketing report by Friday. High priority.
What you get: Task added with priority level and due date. You can later ask "What are my high-priority tasks this week?" for a filtered view.
Development Skills
11. Code Review
Paste code or point Claude at a file, and it will review it for bugs, performance issues, security vulnerabilities, and style problems. This is one of the highest-value skills for developers because it catches things that linters miss — logical errors, race conditions, and architectural concerns.
Example prompt: Review this function for potential issues: [paste code]
What you get: A structured review with specific line references, severity levels, and suggested fixes for each issue found.
12. GitHub Integration
Claude can interact with GitHub repositories — listing issues, reading pull requests, checking CI status, and even creating issues or commenting on PRs. This makes it possible to manage your development workflow without leaving your messaging app.
Example prompt: List all open issues in my project repo that are labeled "bug" and haven't been updated in the last 30 days.
What you get: A list of stale bug reports with issue numbers, titles, last activity dates, and direct links.
13. Database Queries
Connect Claude to a database and it can write and execute SQL queries based on natural language questions. It understands schema context and writes safe, read-only queries by default — no risk of accidental data modification.
Example prompt: How many new users signed up last month, broken down by week?
What you get: The SQL query it generated (for transparency) plus a formatted table of results with weekly user counts.
14. API Testing
Claude can construct and execute HTTP requests to test APIs. You describe what you want to test in plain English, and it builds the correct request with headers, authentication, and body — then interprets the response for you.
Example prompt: Test the /api/users endpoint with a POST request containing a sample user object. Use bearer token auth.
What you get: The full request details, the response status code and body, and Claude's interpretation of whether the response looks correct.
15. Code Execution (Sandboxed)
Claude can write and execute code in a sandboxed environment. This is incredibly useful for quick calculations, data transformations, prototyping algorithms, or verifying that a code snippet actually works before you paste it into your project.
Example prompt: Write a Python script that calculates compound interest for $10,000 at 7% annual return over 20 years, with monthly contributions of $500. Show the year-by-year breakdown.
What you get: The Python code, its execution output showing a formatted table of year-by-year growth, and the final total.
Data Skills
16. Spreadsheet Analysis
Upload a CSV or Excel file and Claude can analyze it — computing statistics, finding trends, identifying outliers, and answering questions about the data. No need to write formulas or pivot tables manually.
Example prompt: Here's our sales data for Q1. Which product category grew the fastest? Are there any regions underperforming compared to last quarter?
What you get: A written analysis with specific numbers, percentage changes, and comparisons — plus any anomalies or patterns it noticed that you didn't ask about.
17. PDF Extraction
Claude can read PDF documents — including scanned ones with OCR — and extract structured information. This is useful for processing invoices, contracts, research papers, or any document that comes as a PDF.
Example prompt: Extract all line items from this invoice PDF and format them as a table with columns: item, quantity, unit price, total.
What you get: A clean, structured table of the invoice data that you can copy into a spreadsheet or accounting system.
18. Data Visualization
Claude can generate charts and graphs from data you provide. It creates clean, readable visualizations using libraries like matplotlib or chart.js, then sends you the resulting image.
Example prompt: Create a bar chart showing our monthly revenue for the last 12 months: [paste data]
What you get: A publication-quality chart image with proper labels, axis formatting, and a title — delivered directly in your Telegram or Discord chat.
19. JSON/XML Transformation
Working with structured data formats is a common developer task. Claude can parse, transform, validate, and convert between JSON, XML, YAML, CSV, and other formats — handling edge cases like nested objects, arrays, and special characters.
Example prompt: Convert this XML response to a flat JSON object, extracting only the customer name, email, and order total fields.
What you get: Clean, valid JSON output with exactly the fields you requested, properly formatted and ready to use.
20. Log Analysis
Paste server logs or point Claude at a log file, and it will parse entries, identify errors, find patterns, and correlate events across timestamps. This can save hours of manual log diving when debugging production issues.
Example prompt: Here are my Nginx access logs from the last hour. Are there any unusual patterns or potential security issues?
What you get: A breakdown of traffic patterns, any suspicious request sequences (like rapid-fire 404s indicating path scanning), unusual user agents, and IP addresses making an abnormal number of requests.
Creative Skills
21. Image Generation
Claude can generate images from text descriptions using integrated image generation models. This is useful for quick mockups, social media graphics, presentation visuals, or creative projects.
Example prompt: Generate a minimalist logo concept for a coffee shop called "Morning Ritual" — clean lines, earth tones, no text.
What you get: An AI-generated image matching your description, delivered as an inline image in your chat. You can iterate by asking for variations or adjustments.
22. Writing Assistance & Editing
Beyond simple drafting, Claude can act as a full writing editor — restructuring paragraphs, improving clarity, adjusting tone, checking grammar, and suggesting stronger word choices. This is useful for blog posts, documentation, marketing copy, and academic writing.
Example prompt: Edit this paragraph for clarity and conciseness. Keep the technical accuracy but make it accessible to a non-technical reader: [paste text]
What you get: A revised version with tracked changes explained, so you understand why each edit was made.
23. Translation
Claude supports high-quality translation across dozens of languages. Unlike basic translation tools, it understands context, idiom, and register — so it can translate a formal business document differently from a casual social media post.
Example prompt: Translate this product description to Japanese, maintaining a friendly but professional tone suitable for an e-commerce listing.
What you get: A natural-sounding translation with notes on any cultural adaptations made (for example, adjusting metaphors that don't work in the target language).
Business Skills
24. CRM Lookup & Management
With CRM integration, Claude can look up customer records, update contact information, log interactions, and pull deal pipeline data. This is powerful for sales teams who want quick access to customer context without switching to their CRM dashboard.
Example prompt: Pull up the record for Acme Corp. What's their current deal stage, who's the primary contact, and when was our last interaction?
What you get: A concise summary of the account with deal value, stage, contact details, and a timeline of recent touchpoints.
25. Slack & Team Communication
Claude can read and post to Slack channels, search message history, and summarize conversations. This is useful for catching up on channels you've been away from, or for posting automated updates to team channels.
Example prompt: Summarize what was discussed in #engineering today. Were there any decisions made or action items assigned?
What you get: A structured summary with discussion topics, decisions reached, action items with owners, and any unresolved questions that still need answers.
How to Use These Skills on Telegram and Discord
All 25 of these skills sound great in theory, but the practical question is: how do you actually set them up? If you're using Claude directly through the API, you'd need to implement MCP (Model Context Protocol) servers for each skill, configure authentication, handle tool routing, and manage the infrastructure to keep everything running 24/7.
That's a significant engineering effort. For most people, it's not worth it.
OpenClaw Launch eliminates that complexity entirely. When you deploy a bot through OpenClaw Launch, you select which skills to enable from a visual configurator — checkboxes, not code. The platform handles all the MCP server hosting, tool routing, authentication, and infrastructure behind the scenes.
Your bot goes live on Telegram, Discord, or web chat with all selected skills ready to use. No Docker commands, no YAML files, no server management. You can enable or disable skills at any time without redeploying.
Choosing the Right Skills for Your Use Case
You don't need all 25 skills enabled at once. In fact, it's better to start with a focused set and expand as needed. Here are some common setups:
| Use Case | Recommended Skills |
|---|---|
| Personal assistant | Web browsing, web search, email drafting, calendar, note-taking, translation |
| Developer tool | Code review, GitHub integration, database queries, code execution, API testing |
| Research assistant | Web search, academic paper search, PDF extraction, spreadsheet analysis, note-taking |
| Content creator | Writing assistance, image generation, web browsing, translation, data visualization |
| Sales & business | CRM lookup, email drafting, Slack integration, spreadsheet analysis, web search |
Getting Started
The fastest way to try these skills is to sign up for OpenClaw Launch, pick a few skills that match your workflow, and deploy a bot to Telegram or Discord. You'll have a working AI assistant with real-world capabilities in under a minute.
Skills are what transform a chatbot from a novelty into a genuine productivity tool. The 25 listed here are just the starting point — the MCP ecosystem is growing rapidly, and new skills are being added regularly.