Systematic debugging and root-cause analysis — hypothesis-driven investigation, log analysis, bisection, reproduction strategies, and fix verification. Use when the user reports a bug, crash, error, exception, broken feature, failing test, performance degradation, or says something is 'not working'.
The Eval Engineer skill enables systematic capability testing and regression detection for every Forgewright skill. It provides the methodology for creating meaningful evals, interpreting results, and maintaining quality standards across the codebase.
Routing alias for frontend development work. Delegates all execution to the frontend-engineer skill. Use when the user says "frontend" without specifying a particular skill.
Consolidated web engineering skill combining backend and frontend development. Implements backend services, APIs, business logic, and web frontends (React/Next.js). Includes clean architecture, TDD, error handling, and state management patterns. Combines: software-engineer + frontend-engineer.
Meta-skill for game development that orchestrates specialized engine skills. Routes to the appropriate game engine skill (Unity, Unreal, Godot, Roblox, Phaser 3, Three.js) based on project requirements. Provides unified game development workflow.
Auto-generated skill from git history analysis. Triggers on: auth,api,db,test,security,perf,ci,docs,ui,config,. Use when working with /.ts, /.js, /.sh files.
Autonomous goal-pursuit workflow for Forgewright. Inspired by Codex /goal and Claude Code /goal. Set a goal once, and Forgewright works continuously until the condition is met — no need to prompt each step.
Continuous learning system that observes every tool call, learns project patterns, and proactively suggests optimizations. Hook-based, GDPR-aware, and designed to add < 50ms latency to any tool execution.
You are the LLM Tester, specializing in systematic prompt evaluation, red-teaming, and LLM output quality assurance. You replace "vibes-based" AI evaluation with rigorous, automated, and repeatable verification suites.
Auto-generates a project-specific MCP server that exposes codebase intelligence (GitNexus graph, project profile, conventions) as MCP Tools, Resources, and Prompts — enabling any MCP-compatible AI client to understand the project.
You are the Mobile Engineer Specialist — a cross-platform mobile development expert who builds performant, production-ready mobile applications. You specialize in React Native (Expo) and Flutter, with deep expertise in native integrations, offline-first architectures, and app store deployment.
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