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Enforces mandatory workflows for skill discovery and usage, requiring Skill tool utilization, brainstorming, and TodoWrite checklists before task execution.

Generates detailed implementation guides for engineers, including exact file paths, code examples, and verification steps for new features with zero codebase context.

Provides PixiJS v8 implementation patterns for Starwards frontend development, including containers, sprites, graphics, and Playwright testing.

Provides Colyseus-based multiplayer patterns for Starwards, including state synchronization, server authority, and avoidance of common pitfalls.

Verifies software completion by executing npm tests, checking E2E snapshots, validating TypeScript types, and confirming build success.

Manages npm workspace monorepo workflows including build order, dependencies, testing, and avoiding pitfalls with core modules built first.

Systematic debugging for Starwards framework using four-phase methodology, Colyseus state inspection, and multiplayer sync troubleshooting.

Provides a master index and workflow diagram for the Starwards development ecosystem, detailing skill usage and integration points.

Debugs GitHub Actions CI failures by analyzing logs for ESLint, TypeScript, E2E, and Docker errors, identifying root causes, and applying fixes locally.

Automates plan execution in controlled batches with step verification and blocker handling to prevent forced progress.

Test-driven development framework for Starwards game, including Jest unit tests, Playwright E2E tests, and multiplayer scenario testing.

Provides sandboxed GitHub API access via gh CLI for managing repositories, pull requests, issues, and artifacts.

Enables UART console interaction with IoT devices using picocom for security pentesting, including vulnerability discovery and root shell acquisition.

Guides on effective testing patterns and anti-patterns for writing, reviewing, and debugging tests in codebases.

Formats markdown tables with fixed-width columns for consistent alignment in technical documentation, ensuring professional presentation.

Manages and updates benchmark documentation for performance testing, including jq comparison results and performance data across platforms.

Provides SIMD optimization patterns for x86_64 and ARM, including AVX, SSE, and NEON, to enhance vectorized code performance.

Analyzes code changes to generate clear, consistent commit messages, improving version control hygiene and developer productivity.

Provides bit-level optimization patterns for efficient data structure operations including rank, select, and popcount.

Provides implementation details and debugging patterns for YAML semi-indexing, aiding in parsing and cursor navigation within YAML structures.

Provides implementation patterns for JSON semi-indexing, including cursor navigation and balanced parentheses handling during JSON parsing.

Automates GitHub issue resolution: reads issue, creates branch/PR, applies fix, runs tests, and merges on CI success.

Assists developers in generating clear, conventional Git commit messages for version control.

Traces errors backward through call stacks to identify the root cause of bugs and invalid data.