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SkillsMP has collected 69 skills from xcrrr/claude-skills. Open a skill to review its source and details.
Showing 40 of 69 collected skills.
Use this skill when designing, cleaning, deduplicating, or documenting datasets for model training and evaluation including schema design, class imbalance handling, and train/val/test splits. Not for running model training or hyperparameter tuning. Not for…
Use this skill when building evaluation frameworks to measure LLM quality, safety, accuracy, or alignment including test suites, human eval rubrics, automated evals, and metrics design. Not for training or fine-tuning models. Not for dataset curation or…
Use this skill when comparing AI or LLM models on benchmarks, capability, cost, latency, context window, or task-specific fit to help teams select the right model for their use case and budget. Not for training or fine-tuning models. Not for building eval…
Use this skill when crafting, iterating, or optimizing prompts for LLMs including zero-shot, few-shot, chain-of-thought, role prompting, structured output, and prompt chaining. Not for fine-tuning or training models. Not for evaluating model quality across…
Use this skill when designing or improving observability stacks with Prometheus, Grafana, Loki, Jaeger, or configuring alerting rules and SLIs/SLOs. Not for application code debugging or infrastructure provisioning. Not for log analysis of already-collected…
Use this skill when generating, planning, or describing structured Word-compatible documents from outlines, raw content, or templates including heading hierarchy, table structures, and formatting conventions. Not for editing existing DOCX files…
Use this skill when describing, summarizing, extracting structured data from, or answering questions about PDF documents, or when planning PDF layout and structure for reports, contracts, and publications. Not for editing binary PDF files directly. Not for…
Use this skill when planning and scripting PowerPoint or Google Slides presentations with slide titles, bullet points, speaker notes, transitions, and narrative flow, or when converting documents into slide decks. Not for designing graphic assets or custom…
Use this skill when designing Excel or Google Sheets workbooks with formulas, named ranges, pivot tables, charts, and data validation, or when creating financial models, trackers, and dashboards in spreadsheet format. Not for database design or SQL queries.…
Use this skill when designing, writing, or troubleshooting CI/CD pipelines for GitHub Actions, GitLab CI, CircleCI, Jenkins, and similar platforms. Triggers: 'set up a CI pipeline', 'write a GitHub Actions workflow', 'my pipeline is failing', 'automate my…
Use this skill when writing optimized Dockerfiles, multi-stage builds, Docker Compose configurations, or applying container security and performance best practices. Triggers: 'write a Dockerfile for', 'optimize my Docker image', 'set up Docker Compose for',…
Use this skill when generating, explaining, or troubleshooting Kubernetes manifests including Deployments, Services, ConfigMaps, Secrets, Ingress, HPA, and Helm chart structures. Triggers: 'write a Kubernetes manifest for', 'create a Helm chart', 'my pod is…
Use this skill when creating Q&A flashcard decks optimized for spaced repetition and memorization. Triggers: 'make flashcards for', 'create an Anki deck', 'turn these notes into flashcards', 'I need to memorize'. Not for writing practice tests with…
Use this skill when designing structured lesson plans with clear learning objectives, warm-up activities, direct instruction, guided practice, independent practice, and formative assessment. Triggers: 'create a lesson plan', 'plan a class on', 'design a unit…
Use this skill when you need to generate quiz questions, assessments, or practice tests — triggered by phrases like 'create a quiz on', 'write test questions about', 'make practice questions for', or 'generate an assessment'. Not for grading submitted student…
Use this skill when someone needs a concept explained, a topic taught, or help understanding something difficult — triggered by phrases like 'explain this to me', 'I don't understand', 'teach me about', or 'help me learn'. Not for grading assignments, writing…
Use this skill when you need to build, review, or refine personal or business budgets — triggered by phrases like 'help me budget', 'create a spending plan', 'where is my money going', or 'plan my finances'. Not for tax filing, investment portfolio…
Use this skill when you need financial modeling, ratio analysis, or business financial health assessment — triggered by phrases like 'analyze my financials', 'calculate my burn rate', 'model this scenario', or 'is this business profitable'. Not for tax…
Use this skill when you need to create, format, or review a professional invoice — triggered by phrases like 'generate an invoice', 'bill my client', 'create an invoice for', or 'write up my charges'. Not for tax returns, payroll processing, or…
Use this skill when you need to translate a dense legal document—contract, court ruling, statute, regulation, or policy—into clear plain-English that a non-lawyer can understand and act on. Ideal for summarizing leases, court opinions, employment agreements,…
Use this skill when you need to draft Terms of Service, a Privacy Policy, or an End-User License Agreement (EULA) for a web application, SaaS product, or mobile app. Produces comprehensive, plain-English legal documents that cover user rights, data practices,…
Use this skill when you need to review a contract for risky clauses, missing protections, one-sided provisions, or negotiation leverage before signing. Suitable for employment agreements, SaaS subscriptions, vendor contracts, NDAs, and freelance agreements.…
Use this skill when you face a complex or high-stakes decision and need a structured framework to evaluate options objectively. Ideal for career choices, product prioritization, vendor selection, or any multi-criteria trade-off. Not for trivial daily…
Use this skill when designing new habits, building routines, or creating systems to make behavior change stick. Trigger phrases: 'help me build a habit', 'create a morning routine', 'how do I stick to', 'design a habit system for'. Do NOT use for medical or…
Use this skill when writing journal entries, generating reflection prompts, or reviewing a period of time through structured writing. Trigger phrases: 'help me journal about', 'journal prompts for', 'reflect on my week', 'write a journal entry'. Do NOT use…
Use this skill when capturing, organizing, or restructuring notes from meetings, research, lectures, or brainstorms. Trigger phrases: 'take notes on this', 'organize my notes', 'summarize this meeting', 'structure these notes'. Do NOT use for formal minutes…
Use this skill when breaking down projects, planning a week, or turning vague goals into concrete action steps. Trigger phrases: 'help me plan my week', 'break this project into tasks', 'create an action plan for', 'prioritize my to-do list'. Do NOT use for…
Use this skill when creating, evaluating, or documenting color palettes for brands, products, or design systems. Trigger phrases: 'create a color palette', 'what colors should I use', 'brand colors for', 'accessible color scheme'. Do NOT use for image…
Use this skill when reviewing, evaluating, or giving structured feedback on UI designs, wireframes, mockups, or design systems. Trigger phrases: 'critique this design', 'give feedback on my UI', 'review this wireframe', 'what's wrong with this design'. Do NOT…
Use this skill when specifying, designing, or documenting UI components, layouts, and design systems for frontend implementation. Trigger phrases: 'design this UI component', 'create a responsive layout', 'spec the CSS for', 'design system for'. Do NOT use…
Use this skill when crafting microcopy, UI text, or in-product writing—error messages, tooltips, button labels, empty states, onboarding flows, and confirmation dialogs. Trigger phrases: 'write microcopy for', 'write UI copy', 'write error messages', 'write…
Use this skill when condensing long documents, articles, reports, or passages into shorter, accurate summaries. Trigger phrases: 'summarize this', 'give me the key points', 'TL;DR', 'condense this document'. Do NOT use when author voice and style must be…
Use this skill when formatting references, citations, or bibliographies in academic or professional styles. Trigger phrases: 'format this citation', 'create a bibliography', 'cite this source in APA', 'convert citation to MLA'. Do NOT use for finding or…
Use this skill when verifying factual claims, checking accuracy of statements, or assessing the credibility of information. Trigger phrases: 'fact-check this', 'is this true', 'verify this claim', 'check if this is accurate'. Do NOT use for subjective…
Use this skill when conducting a literature review or surveying academic research on a topic. Trigger phrases: 'do a literature review', 'survey the research on', 'what does the literature say about', 'review academic papers on'. Do NOT use for primary…
Use this skill when auditing code for security vulnerabilities, reviewing authentication and authorization logic, or checking OWASP compliance. Trigger phrases: 'audit this for security', 'is this secure', 'check for vulnerabilities', 'OWASP review'. Not for…
Use this skill when creating technical documentation, API references, installation guides, README files, or any content that explains how a system, tool, or process works to a technical audience. Trigger phrases: 'document this API', 'write a README', 'create…
Use this skill when you need to research a topic online, gather information from multiple sources, or evaluate source credibility. Trigger phrases: 'research', 'find information about', 'look up', 'investigate'. Not for academic systematic reviews (use…
Use this skill when gathering and documenting business requirements, mapping processes, performing gap analysis, writing business requirements documents (BRDs), or modeling stakeholder impact. Trigger phrases: 'write a business requirements document', 'map…
Use this skill when analyzing competitors, building competitive positioning, creating feature comparison matrices, or applying strategic frameworks like SWOT or Porter's Five Forces. Trigger phrases: 'analyze our competitors', 'competitive analysis for', 'how…