Use when implementing any feature or bugfix, before writing implementation code
Use when implementing any feature or bugfix, before writing implementation code
Use when implementing any feature or bugfix, before writing implementation code
Use when implementing any feature or bugfix, before writing implementation code
Use when implementing any feature or bugfix, before writing implementation code
Use when implementing any feature or bugfix, before writing implementation code
Use when implementing any feature or bugfix, before writing implementation code
Use when starting a new project, justifying an investment, or when a research document exists but no formal business case. Triggers include "create business case", "write BRD", "business...
Develop software with validation requirements first. Emphasizes writing tests before implementation to guide design decisions.
Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead...
Generate comprehensive implementation guides for coding tasks instead of writing code directly. Use when the user requests detailed implementation documentation, step-by-step development guides,...
Automatically fetches up-to-date documentation from Context7 when users ask about libraries, frameworks, APIs, or need code examples. Triggers proactively without explicit user request.
Consult Gemini CLI, Codex CLI, Mistral Vibe, Kilo CLI, Cursor, Claude, Amp, Qwen, and Ollama as external experts for coding questions. Automatically excludes the invoking agent from the panel to...
Use when teaching complex concepts (technical, scientific, philosophical), helping learners discover insights through guided questioning rather than direct explanation, correcting misconceptions...
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard...
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Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or...
Run Claude Code (Anthropic) from this host via the `claude` CLI (Agent SDK) in headless mode (`-p`) for codebase analysis, refactors, test fixing, and structured output. Use when the user asks to...
Run Claude Code (Anthropic) from this host via the `claude` CLI (Agent SDK) in headless mode (`-p`) for codebase analysis, refactors, test fixing, and structured output. Use when the user asks to...
Expert in understanding user behaviors, needs, and motivations through qualitative and quantitative research methods to drive user-centered design.