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Development

Creates new evaluation metrics for the Fair-Forge AI library. Generates all required files including implementation, schema, tests, fixtures, optional dependency group, and example notebook following established patterns. Use when adding a new evaluation metric to Fair-Forge.

Data & AI

Launches a GPU instance on Vast.ai given an offer ID or requirements (GPU count, Docker image, disk size). Helps quickly spin up a machine for training, inference, or development without manual infrastructure setup.

Testing

A stealth browser automation service that runs a real Chrome instance in Docker to bypass anti-bot protections like Cloudflare or Google. It simulates human interactions with Bezier curves and variable delays, making it suitable for automating sites that block headless browsers.

Data & AI

Provides automated assistance for forecast generator tasks in data analytics, including step-by-step guidance, best practices, and production-ready code. Activates when you mention 'forecast generator' or ask about related patterns.

Development

Dynamic development orchestrator for DayZ Enforce Script modding. Fetches class APIs, script references, and mod documentation on the fly. Helps developers build mods for DayZ 1.28+ with Vanilla, Community Framework, and Expansion, ensuring code correctness by preventing hallucinated classes or methods.

Development

Creates a comprehensive before-push validation script (b4push) for any project by analyzing the project structure, identifying check steps (quality, build, test, doc, e2e), and generating the script, package.json entry, and a Claude skill. Automates the setup of pre-push checks to catch issues before committing.

Development

Automates version bumping in pyproject.toml and __init__.py, CHANGELOG updates, and package building. Helps streamline pre-release tasks.

Security

Provides techniques to escape restricted Python eval/exec environments, including basic command execution, class hierarchy traversal, and keyword bypasses using encoding or concatenation. Useful for penetration testing and CTF challenges involving Python jails or sandbox restrictions.

Content

Creates SEO-optimized content that ranks in search engines by applying on-page best practices, keyword integration, and content structure. Helps when writing blog posts, landing pages, or product descriptions targeting specific keywords.

Productivity

Personal accountability dashboard that tracks all commitments (promises, products, regulations) and displays overdue items, upcoming deadlines, and completion statistics. Helps you follow through by providing a clear overview of pending tasks and personal reliability metrics.

Development

This skill implements a discovery-first development workflow: before creating worktrees for non-trivial features, it asks clarifying questions, proposes approaches with trade-offs, incrementally validates the design, and generates an executable implementation plan with verification commands. Use it when requirements are unclear, the task touches multiple files, or significant refactoring is needed.

Development

This skill guides AI coding tools through a structured implementation workflow for features approved under the SDD (Specification-Driven Development) process. It enforces Test-Driven Development (TDD) cycles, SOLID principles, and security best practices by loading context from specification documents and executing step-by-step implementation tasks.