External research workflow for docs, web, APIs - NOT codebase exploration
Project histories, changelogs, developer interviews, open source
Generate comprehensive PR descriptions following repository templates
Implement technical plans from thoughts/shared/plans with verification
Generate beautiful code snippet images using ray.so. This skill should be used when the user asks to create a code image, code screenshot, code snippet image, or wants to make their code look...
Expert C4 Code-level documentation specialist. Analyzes code
Expert C4 Code-level documentation specialist. Analyzes code
Expert C4 Code-level documentation specialist. Analyzes code
Use when asking about Rust code style or best practices. Keywords: naming, formatting, comment, clippy, rustfmt, lint, code style, best practice, P.NAM, G.FMT, code review, naming convention,...
Completion Check: Verify Infrastructure Is Wired
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
Analyze media files (PDFs, images, diagrams) that require interpretation beyond raw text. Extracts specific information or summaries from documents, describes visual content. Use for document...
Observe Before Editing
Friendly onboarding when users ask about capabilities
Search Tool Hierarchy
Research agent for external documentation, best practices, and library APIs via MCP tools
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Goal-based workflow orchestration - routes tasks to specialist agents based on user goals