This skill should be used when the user asks to "create a skill", "write a SKILL.md", "validate skill structure", "improve skill description", "understand skill protocol", "design skill architecture", or needs guidance on progressive disclosure, trigger phrases, writing style, or skill validation for Claude Code.
Template for creating new cybersecurity skills. Provides structure and examples for skill development.
Summarizes technical/AI/data content from URLs, YouTube videos, or how-to guides into actionable step-by-step learning instructions. Use when given a video, article, or tutorial URL to convert into a learnable guide.
Expert tutorial and teaching skill for creating comprehensive, step-by-step explanations. Use when the user asks to explain something, create a tutorial, teach a concept, write documentation, create a guide, or learn something new. Also triggers on phrases like "how do I", "explain", "teach me", "walk me through", "show me how", or "step by step".
Write documentation, help articles, specs, and user-facing text in the authentic Grove voice. Use when writing any text that users will read, updating help center content, or drafting specs. Ensures warmth, clarity, and avoidance of AI patterns.
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
This skill should be used when the user asks to "create a diagram", "draw a flowchart", "visualize the architecture", "show me how X works", "add a diagram to the docs", "create an ASCII diagram", "make a Mermaid chart", or needs visual representation of systems, workflows, data flows, or comparisons. Supports both ASCII (for AI-maintained docs, terminals, code comments) and Mermaid (for rendered markdown).
Guides on building design systems for applications. Use when creating design tokens, component libraries, or when the user asks about design system architecture.
Generates concise Chinese documentation for code interfaces (functions, classes, APIs) with Chinese comment extraction, optimized for Chinese development teams
Build searchable knowledge bases from document collections (PDFs, Word, text files). Use for creating technical libraries, standards repositories, research databases, or any large document collection requiring full-text search.
Generate standardized feature documentation using Good Docs templates. Use when documenting a feature, creating feature docs, or writing technical documentation for a specific capability.
Specialized editor for Whole knowledge architecture - Vietnamese-English bilingual documentation. Use when: (1) Editing content in Whole docs, (2) Expanding domain/function concepts, (3) Adding new concepts with 4-point descriptions, (4) Updating cross-references, (5) Resolving duplicate concepts, (6) Maintaining bilingual format integrity.
This skill should be used when generating lesson summaries for educational content. It extracts key concepts, mental models, patterns, and common mistakes from lesson markdown files using a Socratic extraction process. Use this skill when a lesson file needs a `.summary.md` companion file, or when reviewing/refreshing existing summaries.
Break large documents into smaller, manageable shards with maintained relationships and navigation, improving document usability and maintenance for PRDs, specs, and technical documentation. Use when large documents (>5000 words) need splitting for better maintainability, navigation, or when documentation becomes difficult to navigate.
Synchronizes Cursor Rules (.mdc files in .cursor/rules/) to CLAUDE.md by generating a Rules section with context-efficient descriptions and usage instructions. Use when setting up Cursor Rules for the first time, after adding or modifying rules, or when the Rules section in CLAUDE.md is missing or outdated.
Create searchable knowledge base from existing documentation and code for fast context lookup in brownfield projects. Indexes .md files with sections/keywords, maps code exports to documentation, generates search.json, quick-ref.md, and glossary.md in .claude/index/. Use when onboarding to brownfield projects or when documentation needs better discoverability.
Analyze Context Lake file organization and propose structural changes. Use when asked to run structure cleanup, find misplaced files, identify orphans, archive old content, or merge duplicates.
Proporciona documentación accesible y orientada a tareas. Use cuando diseñe sistemas de ayuda, onboarding, tooltips, o documentación de usuario.
How to fetch webpages and convert them to markdown to add to your knowledge base
Work with RAG document processing pipeline, embeddings, vector search, and pgvector. Use when working with documents, embeddings, chunking, similarity search, HNSW indexes, or the document processing pipeline.
Apply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition, course correction.
Use when needing to retrieve information from past sessions, conversations, or stored knowledge. Triggers on questions that could benefit from historical context including user preferences, past discussions, workflows, coding patterns, or any query where previous session information would be helpful. Activates broadly for retrieval queries.
Sequential thinking and structured problem solving. Break down complex problems into steps with revision and branching capabilities. Use for multi-step analysis, planning, and hypothesis verification.
Lists all installed Nixtla Skills and provides guidance on which skill to use for specific tasks. Scans skills directory, reads frontmatter, outputs formatted index with categories and usage recommendations. Activates when user wants to see available skills, needs guidance on skill selection, or asks about Nixtla capabilities.
