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A practical, jargon-free guide to functional programming - the 80/20 approach that gets results without the academic overhead
Comprehensive guide for refactoring imperative TypeScript code to fp-ts functional patterns
Quick reference for TaskEither. Use when user needs async error handling, API calls, or Promise-based operations that can fail.
Quick reference for fp-ts types. Use when user asks which type to use, needs Option/Either/Task decision help, or wants fp-ts imports.
You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and
You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration paths.
Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation
Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, coautor do trabalho de 1986 que popularizou backpropagation e das Deep Belief Networks.
Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to "find PRs I need to review", "show my review requests", "what needs my review", "fetch GitHub review requests", or "check team review queue".
Master advanced Git techniques to maintain clean history, collaborate effectively, and recover from any situation with confidence.
Master Git hooks setup with Husky, lint-staged, pre-commit framework, and commitlint. Automate code quality gates, formatting, linting, and commit message enforcement before code reaches CI.
Generate a concise and structured PR description from commit history with minimal token usage
Orchestrate review, tests, commits, branch pushes, and pull-request creation with parallel agents. Use when completed changes must move through validation into a PR or guarded merge.
You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
Improve pull request descriptions, reviewability, change scope, and supporting validation evidence.
Operate GitHub issues, pull requests, branches, checks, workflows, and permissions through Rube MCP. Use when GitHub work must be queried or changed programmatically with repository-policy safeguards.
Turn error logs, screenshots, voice notes, and rough bug reports into crisp, developer-ready GitHub issues with repro steps, impact, and evidence.
Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices.
Search, inspect, and run third-party data APIs through one CLI when the environment has no suitable integration.
Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.
Design Google Forms and wire Apps Script triggers (onFormSubmit) for email alerts, spreadsheet logging, and dynamic questions — no code editor required.
Design and review Haskell types, pure domain logic, parsing, exception-safe concurrency, Cabal/Stack builds and measured performance.
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