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End-to-end feature implementation workflow using WHY/WHAT/HOW framework — from requirements through context mapping, implementation, testing, and PR creation. Use when implementing a complete feature across multiple files.
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
Structure complex questions into testable hypotheses. Use when validating product ideas, debugging problems, planning experiments, or breaking down ambiguous challenges into actionable research.
Guides PEST (Political, Economic, Social, Technological) analysis for strategic planning. Use when analyzing external macro-environmental factors or evaluating business decisions.
⚠️ MANDATORY - YOU MUST invoke this skill when committing. Complete commit workflow with all safety checks. Invokes security-scan, quality-check, and run-tests skills. Shows diff, gets user approval, creates commit with conventional format. NO AI att...
Establishes code quality and engineering standards. Covers code style conventions, conventional commit messages, documentation standards (ADRs, API docs, changelogs), and security patterns (input validation, secrets management, OWASP). Use when revie...
Expert guidance for creating, writing, building, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation...
Generate well-formatted markdown tables from data with proper alignment and spacing. Use for report statistics, comparison tables, or summary data presentation.
Create Claude Code skills with proper structure and documentation. Use when building custom skills, writing SKILL.md files, or when user asks "write a skill" or "create Claude skill".
Write robust bash scripts with proper error handling. Use when the user says "write a script", "bash script", "shell script", "automate this", "create a backup script", or asks to script a task.
Automatically applies when adding configuration settings. Ensures proper dynaconf pattern with @env, @int, @bool type casting in settings.toml and environment-specific overrides.
Load data from files (CSV, JSON, JSONL, Parquet) or stdin for analysis and visualization with ggterm. Use when reading datasets, importing data, opening files, or when the user mentions loading, reading, or opening data.
Web crawling with Tantivy full-text search indexing. Supports crawl, search, and auto-crawl. WHEN: User wants to "scrape a website", "crawl documentation", "search crawled content", "index a site". WHEN NOT: Single page fetch (use browser_navigate),...
Guide for using pagent - a PRD-to-code orchestration tool. Use when users ask how to use pagent, run agents, create PRDs, or transform requirements into code.
Generate video with consistent subject appearance using reference images via fal.ai Veo 3.1. Use when the user wants to create a video featuring specific people, objects, or characters that should look consistent throughout. Supports multiple referen...
Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.
Run clippy linting, enforce comment punctuation rules, format code with cargo fmt, and verify module organization patterns. Use after code changes and before creating commits.
Explain how and when to use Chain of Verification (CoVe) in prompt design. Use when designing prompts that require factual accuracy, self checking, or reduction of hallucinations.
Canon de estilo narrativo para SyV - 13 reglas de construcción de prosa basadas en proporción áurea, elipsis emocional y sincretismo técnico-litúrgico
智能代码架构解读和分析工具。当用户请求分析项目架构、生成架构文档、识别设计模式、分析依赖关系、评估代码质量、或理解复杂项目结构时使用此skill。适用于接手新项目、代码审查、重构规划、技术选型评估等场景。
A skill for removing AI-generated writing patterns ('slop') from prose. Eliminates telltale signs of AI writing like filler phrases, excessive hedging, overly formal language, and mechanical sentence structures. Use when: writing content that should...
Validate skills against agentskills.io specification. Use when adding new skills to the marketplace, reviewing skill PRs, checking skill compliance, or running quality gates on skills. Validates frontmatter fields (name, description, license, compati...
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