query-expansion-strategy
Query fan-out coverage for AI visibility. Covers semantic variation analysis and sub-question targeting.
Query fan-out coverage for AI visibility. Covers semantic variation analysis and sub-question targeting.
Transform reading notes and insights into polished, authentic content (blogs, social media, visualizations) that preserves your unique voice and avoids AI-style writing. Creates content that sounds unmistakably human.
Expert guidance for writing clear, comprehensive documentation including READMEs, API docs, docstrings, and technical guides. Use when creating or improving documentation.
Find where potential customers discuss problems online and extract their language patterns. Provides starting points for community research, not exhaustive coverage.
Teaches how to discover, validate, and add llms.txt documentation sources to the blz CLI. Use when adding documentation to blz, finding llms.txt or llms-full.txt files, validating sources, refreshing content, or managing the documentation index. Covers source discovery, dry-run validation, and index file handling.
Build entity triplets and brand associations that LLMs recognize and cite consistently.
Post-documentation decision menu for fix-reporter. Routes to critical patterns, skill updates, cross-references, or discovery enablement.
Skill file structure, naming conventions, directory layout, and frontmatter requirements. Use when creating skill files to ensure correct format and validation.
This skill should be used when diagnosing failures, investigating incidents, finding root causes, or when "root cause", "diagnosis", "investigate", or "--rca" are mentioned.
Capture solved problems as categorized documentation with YAML frontmatter for fast lookup
Comprehensive guide for building production-quality Ruby gems. Use when creating new gems, structuring gem architecture, implementing configuration patterns, setting up testing, or preparing for publishing. Covers all gem types - libraries, CLI tools, Rails engines, and API clients.
Create and validate skills. USE WHEN create skill, new skill, skill structure, canonicalize. SkillSearch('createskill') for docs.
📄 VibeCoding Document Generator - 根據七問答案自動填充 VibeCoding 範本產出專案文檔
Master 26 documented prompt engineering principles for crafting effective LLM prompts with 400%+ quality improvement. Includes templates, anti-patterns, and quality checklists for technical, learning, creative, and research tasks. Use when writing prompts for LLMs, improving AI response quality, training on prompting, designing agent instructions, or when user mentions 'prompt engineering', 'better prompts', 'LLM quality', 'prompt templates', 'AI prompts', 'prompt principles', or 'prompt optimization'.
Comprehensive documentation systems design including structure, generation, maintenance, and automation. Use when designing documentation systems, automating documentation generation, or managing large-scale documentation projects.
Analyze and extract relevant patterns, best practices, and usage examples from fetched documentation for implementation guidance.
Ethical people-finding. USE WHEN find person, locate, reconnect, people search, skip trace. SkillSearch('privateinvestigator') for docs.
Keep documentation in sync with code changes. Use when implementing features, modifying APIs, changing architecture, adding configuration, updating security, or making any changes that affect user-facing or developer-facing documentation.
Use when documenting stacks, databases, or ORMs in create-faster MDX docs - focuses on technical changes and what we add beyond official setup
Guide for contributing to the OpenAPI layer at src/Shared/Application/OpenApi/. Use when adding endpoint factories, sanitizers/augmenters/cleaners, updating OpenAPI generation logic, or fixing OpenAPI validation errors (Spectral, OpenAPI diff, Schemathesis).
Makes your writing clearer, stronger, and more professional. Use this skill when the user says "write clearly", "clear writing", "improve writing" or for ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text.