Backend in Engineering

Create algorithmic art with p5.js using randomness and interactive parameters.

Create original posters and visual art in PNG and PDF formats.

Build, debug, and optimize Claude API applications with caching and model migration support.

Build protocol servers that connect language models to external APIs and services.

Build complex React artifacts with Tailwind CSS and shadcn/ui components.

Test local web apps with Playwright, verify UI behavior, and capture screenshots.

Open, edit, and create Excel and CSV files with formulas, formatting, and data cleaning.

Analyze your codebase to create a trimmed ECC install plan with only the skills you actually need.

Learn REST API best practices for resource naming, versioning, pagination, and error handling.

Delegate coding tasks to multiple AI models and get the best result.

Configure cross-session user memory and multi-profile isolation for AI agents.

Delegate coding tasks to OpenHands, a model-agnostic agent via terminal.

Query wallet balances, token info, gas prices, and transactions across 8 blockchain networks.

Build and optimize Claude API applications with prompt caching and model migration.

Build Model Context Protocol servers to connect AI with external APIs and services.

Add persistent memory to Claude agents across sessions via context injection.

Analyze git diffs and pull requests to understand changes, affected components, and risks.

Visualize your codebase's knowledge graph in an interactive web dashboard.

Ask questions about your codebase using an AI-powered knowledge graph.

Compare your code to the latest npm version and list what's changed.

Discover a hidden easter egg about the Oh My OpenCode development plugin.

Turn code folders into interactive knowledge graphs with community detection and query tools.

Design stable, well-documented APIs and module boundaries that are hard to misuse.

Verify actual demand exists before reviewing code that adds new surface area.

Analyze, index, and generate wikis for your codebase via command line.

Trace bugs and errors by mapping code execution flows and finding root causes.

Diagnose your AI project and create an optimal technical roadmap in Spanish.

Writes and validates OpenAPI 3.1 specs from code or design-first contracts.

Separates read and write models with CQRS patterns for scalable, event-sourced systems.

Reference for service boundaries, inter-service communication, and resilience patterns.

Scaffolds production FastAPI projects with async patterns, DI, and pytest setup.

Split complex tasks across multiple focused agents while keeping strategic control in the parent.

Build Feishu and Lark bot automations, documents, sheets, and approval workflows securely.

Design, build, and debug Model Context Protocol servers with stdio and HTTP/SSE transports.

Manage LLM provider credentials and integrations in Arize for evaluators.

Create annotation schemas and manage human review workflows in Arize.

Generate customized instruction files for AI coding agents like Copilot and Claude.

Analyze your codebase and recommend Claude Code automations to optimize your workflow.

Automatically fix GitHub bug issues and submit pull requests.

Auto-fix high-frequency Sentry errors by analyzing stack traces and submitting pull requests.

Reduce Vercel costs and improve performance using verified metrics and framework-specific recommendations.

Generate and iterate high-performing ad copy, headlines, and variations for any platform.

Analyze competitor URLs to generate detailed profiles with market data and insights.

Generate and optimize images for blogs, social media, product mockups, and brand assets.

Build flexible, maintainable React components using composition techniques.

Optimize React and Next.js code following Vercel's performance best practices.

Animate page and component transitions using React's native View Transition API.

Create and edit embedded skills in Crush's binary system.

Create and manage custom shell commands for Crush's embedded shell environment.

Configure Crush settings, providers, servers, and permissions via JSON.

Add and debug hooks to gate, approve, or modify tool calls in Crush.

Index and reference guide for Agent Memory's MCP tools and parameters.

Take a quick quiz to find your starting point in an AI engineering curriculum.

Build knowledge graphs from documents and search them with natural language queries.

Search Slack chat history to find solutions, code snippets, and team decisions.

Analyze customer accounts to predict churn risk and identify expansion opportunities.

Generate SQL queries from plain English descriptions for BigQuery, PostgreSQL, MySQL, and more.

Format Linear or Superset tickets with a standardized three-section structure.

Interact with OmniRoute A2A server, send tasks, and test the agent-to-agent protocol.

Build tools to import, inspect, and migrate DeepChat chat data and configurations.

Scan your entire codebase to find dead code, over-engineering, and simplification opportunities.

Display a quick-reference guide for Ponytail modes, skills, and commands.

Find over-engineered code, unnecessary dependencies, and complexity to delete.

Find the simplest solution that works, questioning if the task is necessary.

Convert markdown workflow specs into compiled GitHub Actions using AI engines.

Autonomously research, benchmark, and implement performance optimizations with production-ready pull requests.

Launch and monitor AI coding agents in tmux with session management and parallel worktree support.

Turn website data extraction into reusable, deployable skills with automatic API discovery.

Create, analyze, and modify Word, Excel, and PowerPoint files without Office installed.

Build custom extensions for Super Agent Party with frontend or Node.js backends.

Create and update feature task plans with progress tracking and blocker management.

Generate multiple competing explanations for an observed problem or signal.

Decompose boundary statements into legal, admissibility, deontic, and evidence categories.

Structure code so business logic stays independent from frameworks and databases.

Create generative art with p5.js using custom algorithms and interactive parameters.

Create complex React artifacts with Tailwind CSS and shadcn/ui components.

Create original visual designs as PNG and PDF files using design philosophy.

Build Model Context Protocol servers to connect LLMs with external APIs and services.

Detect AI-generated audio, images, video, and text to identify deepfakes and synthetic media.

Test local web applications with automated browser interactions and debugging.

Search, transcribe speech, and extract text from documents using Azure AI.

Organize branch chains and manage stacked rebases, merges, and PR workflows.

Design schemas, optimize queries, and choose the right database for your application.

Transcribe audio and video files to text with fast local or remote processing.

Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering.

Merge redundant documentation files while keeping all unique content and information.

Transform meeting transcripts into structured minutes with speaker identification and iterative review.

Convert markdown documents to professional PDFs with Chinese font support and theme options.

Find new Japanese NLP GitHub repositories missing from awesome-japanese-nlp-resources lists.

Convert product requirements into structured epics with user stories and spec documents.

Store and retrieve decisions, discoveries, and patterns across chat sessions.

Classify and resolve conflicts when ingesting data bundles.

Access stock quotes, charts, and financial data via the Yahoo Finance library.

Convert conversations into Flow Next spec files with review before saving.

Calculate your agent's productivity score from session metrics and cache efficiency data.

List, query, version, and clean up model data artifacts with flexible filtering.

Discover and extract all URLs from any website's sitemaps.

Deploy and manage generative AI models and ML workflows on SAP's enterprise cloud platform.

Check if your local kernel matches the harness scaffold version.

Scaffold an AI agent harness in one command from pre-built templates.

Scaffold a custom AI agent harness with CLI, MCP server, and marketplace identity.

Generate interactive architecture diagrams from codebases or system descriptions.

Build modular data processing workflows with batch jobs and API integration.

Find, audit, and design AI agent loops with safe triggers, actions, and stopping conditions.

Build self-improving AI agents using 9 reinforcement learning algorithms.

Analyze code architecture, call graphs, and refactoring issues without AI.

Transform feature ideas into annotated stories with automated greenfield or brownfield detection.

Debug code issues by forming hypotheses from structural knowledge before reading code.

Apply a confirmed refactoring plan to your codebase step by step.

Generate HTML reports showing your Claude Code usage, projects, and activity statistics.

Query scientific figures, select visual examples, and export reference bundles for plotting.

Interview you to create project specs, charters, and acceptance criteria.

Brainstorm ideas with a partner LLM in alternating turns, then synthesize the best into a plan.

Prepare a winning hackathon submission with track selection, demo scripts, and judging checklists.

Query wallet balances, token portfolios, transactions, and NFTs on Solana with USD pricing.

Monitor Treasury and bank liquidity impacts during US government shutdowns.

Record and query project decisions with timestamps, rationale, and consequences.

Generate automation scripts for browser agents to bundle multi-step interactions efficiently.

Track marketing funnel metrics from social posts through bookings.

Discover and test APIs for security vulnerabilities like BOLA, JWT attacks, and business logic flaws.

Map attack chains and kill paths from reconnaissance data using MITRE ATT&CK.

Map attack surface with subdomain enumeration, port scanning, and technology fingerprinting.

Connect to external services through managed API routes.