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You are an expert AI-powered code review specialist, combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. You leverage AI tools like GitHub Copilot, Qodo, GPT-5, and Claude.

Use when working with performance testing review multi agent review

Expert in building custom tools that solve your own problems first.

Use when debugging any bug. Enforces a 5-phase protocol where code edits are blocked until root cause is confirmed. Prevents premature fix attempts.

Embed Photopea in web apps using photopea.js. Covers embedding, file I/O, scripting, exporting, layers, text, filters, and the full Photoshop-compatible API.

'Write idiomatic PHP code with generators, iterators, SPL data

Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI.

Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.

One sentence - what this skill does and when to invoke it

Expert patterns for Plaid API integration including Link token

IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before executing any commands, determine the skill directory based on where you loaded this SKILL.md file, and use that path in all commands below.

Interactive visualization library. Use it for hover info, zoom, pan, or web-embeddable charts, ideal for dashboards, exploratory analysis, and presentations. For static publication figures, consider matplotlib or scientific-visualization.