Backend in Engineering

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

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

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.

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

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

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

Supabase's official Postgres performance playbook: indexing, connection pooling, pagination, locking, and query tuning.

The official Supabase skill: Auth, RLS, Edge Functions, Realtime, Storage, migrations, and the JS/SSR clients — straight from the Supabase team.

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.

Generate agent team packages that conform to industry standards.

Delegate code tasks to compressed subagents that save context space.

Turn any codebase or document folder into an interactive knowledge graph with community detection.

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

Generate professional architecture and workflow diagrams as HTML files with dark/light themes and image export.

Scan job listings from Apify actors and map results into your career tracking system.

Manage job data and career operations through customizable plugins.

Extract job URLs from Gmail and add them to your career pipeline.

Create clear SVG diagrams that show how systems work, not just label them.

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

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

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

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

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

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.

Implement the visitor pattern for type-safe discriminated unions with multiple dispatch sites.

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.

Manage Sub2API accounts, codes, proxies, and backend settings via admin API.

Remove bloat and repetition from AI-generated code while preserving behavior.

Route prompts to Claude, Codex, Gemini, or other AI models and save results.

Create isolated Herdr sessions for safe testing and debugging without affecting your main session.

Run headless Chrome browser automation in Vercel's ephemeral microVMs.

Run browser automation on AWS Bedrock's managed cloud browsers.

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

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

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

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

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.

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

Search live tech job listings across 50+ job boards and multiple countries.

Search live Danish job listings by location, category, and employment type.

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

Create annotation schemas and manage human review workflows in Arize.

Manage LLM provider credentials and integrations in Arize for evaluators.

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.

Pack codebases into single files optimized for AI analysis and exploration.

Write commits that capture intent, decisions, and constraints alongside code changes.

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

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

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.

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

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

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

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

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

Let your agent review code using its own intelligence while OCR handles file filtering.

Build and maintain a knowledge graph of your codebase for smarter reviews.

Trace and debug code issues using semantic search and execution flow analysis.

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.

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

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

Answer questions about Effect, a TypeScript framework for robust applications.

Triage bugs, find duplicates, and file GitHub issues with full context.

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

Debug queen sessions, colony forks, and worker spawns without affecting production.

Create and edit Obsidian Canvas boards with nodes, links, and visual layouts.

Triage bugs, find duplicates, and file GitHub issues with full context.

Extract text from images, PDFs, invoices, receipts, and handwritten documents.

Route decisions to humans with durable queues and attention tracking.

Create, discover, and run domain-specific skills bound to automated workflows.

Split large pull requests into smaller chained PRs to keep reviews focused and manageable.

Access decentralized GPU services for AI inference, fine-tuning, and model deployment.

Control Chrome via CDP to automate browser tasks and reuse login sessions.

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.

Format command-line messages and help text with consistent colors and patterns.

Generate an AI design contract and evaluation strategy for system development phases.

Generate and evaluate improvement ideas for your project workflow.

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

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

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

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

Generate flowcharts, architecture diagrams, and visual system maps as PNG, SVG, or PDF.

Query a codebase graph to understand code structure and dependencies without reading source files.

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

Predict protein structures and ligand binding affinity using NVIDIA's AI model.

Deploy static files to IPFS or full-stack web projects with backend APIs and databases.

Record and verify app behavior with video playback and interactive timeline.

Extract text and visual details from images that Claude cannot see natively.

Predict how small molecules bind to proteins using AI-powered molecular docking.

Add a new Roslyn diagnostic rule with metadata, code fix, and tests.

Compress AI context by up to 99% when reading files, searching code, and running commands.

Search open-source ChatGPT and LLM projects, frameworks, and tools.

Index, organize, and manage your codebase with search and code graph infrastructure.

Search and understand code structure, dependencies, and architecture using semantic analysis.

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

Measure and analyze Go application performance with benchmarks, profiling, and statistical comparisons.

Build and extend command-line tools in Go with proper structure and flag handling.

Design reliable, scalable data systems with proven patterns for consistency, replication, and streams.

Generate and sync CHANGELOG entries from commits in conventional format.

Update website docs to match recent code changes with source validation.

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

Search and index your codebase semantically to find relevant code quickly.

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

Audit your CLAUDE.md file for vague instructions, stale facts, and unnecessary bloat.

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

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

Convert security findings into a defensible risk score and dollar-based breach cost estimate for board reports.

Generate standards-compliant DCAT feeds for your PortalJS portal to enable harvesting by open-data registries.

Create and register code patches for Claude Code customizations.

Convert any webpage to clean markdown with rendered HTML snapshot.

Avoid common GA4 API pitfalls that return misleading data instead of errors.

Generate audio narration of blog posts with multiple voices and podcast modes.

Edit local video projects with timeline, captions, and motion graphics tools.

Guide developers through creating and deploying MCP apps with tools and custom UI views.

Guide developers through creating and deploying ChatGPT apps with tools and custom UI.

Build ChatGPT and MCP apps from concept to deployment.

Fix bugs quickly with open → build → verify → archive workflow.

Generate design documents and specifications through structured brainstorming.

Add a new OAuth provider to your registry with platform approval and connection flows.

Identify pitfalls in Google Search Console API queries to avoid silent errors.

Add performance profiling to your Rust project with zero overhead when disabled.

Maintain an agent-authored wiki documenting your codebase's architecture, modules, and flows.

Capture diagnostic information and file bug reports for OpenKnowledge issues.

Import media files into OpenChatCut projects for video editing.

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

Set up and run OpenTag to connect collaboration platforms with local coding agents.

Generate multiple competing explanations for an observed problem or signal.

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

Add new AI assistant providers to ClaudeBar following test-driven development patterns.

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

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

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

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

Test local web applications with automated browser interactions and debugging.

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.

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

Configure Simulink models for embedded C/C++ code generation with ERT, GRT, or AUTOSAR targets.

Fetch and summarize pull request review comments into actionable items.

Capture bug details and create structured reports your team can act on.

Design database schemas visually with entity-relationship diagrams and Prisma format.

Build Node.js backend AI apps with text and image generation models.

Analyze software architecture decisions with tradeoff analysis, risk assessment, and stakeholder synthesis.

Build and review APIs, databases, authentication, and server logic with clean architecture.

Design and optimize SQL, NoSQL, and vector databases with schemas, indexing, and compliance.

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

Find, download, and track movies, TV shows, and anime from your local media agent.

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

Generate and stream text using AI models in WeChat Mini Programs.

Handle server-side authentication, user lookup, and custom login in Node.js CloudBase apps.

Call AI models directly from browser apps using CloudBase JavaScript SDK.

Search previous coding sessions for relevant context, decisions, and past attempts.

Identify pipeline decisions that don't need expensive models and propose cheaper alternatives.

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.

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

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

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

Orchestrate complex tasks with parallel verification agents and strategic execution gates.

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

Run Claude Code with external AI models through sub-agents.

Delegate coding tasks to Antigravity CLI and review diffs before landing changes.

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

Scrape websites and extract structured data without getting blocked.

Extract YouTube metadata, subtitles, and download videos with proxy support.

Follow code quality, testing, and contribution guidelines for the Marmite codebase.

Convert markdown files into a complete static website with zero configuration.

Recreate award-winning creative websites with forensic precision by reverse-engineering their code.

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

Create and configure MATLAB experiments to sweep parameters and compare configurations.

Import PyTorch, ONNX, and Keras models into MATLAB as dlnetwork objects.

Automate website interactions like filling forms, clicking buttons, and scraping data.

Classify and resolve conflicts when ingesting data bundles.

Start or restart a local Temps development server with isolated ports per branch.

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

Control and inspect live browser panels within Horizon workspace.

Query and manage MySQL or PostgreSQL databases on AWS Aurora with serverless scaling.

Find the right AI model for your task with capabilities and cost comparisons.

List, monitor, inspect, and control active Bernstein agents in real-time.

Choose the right development approach for your project based on current state analysis.

Analyze any codebase and explain what it does, why, and what alternatives exist.

Score a website's visibility to AI answer engines like ChatGPT and Perplexity on a 0–100 scale.

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

Train custom anime character and style adapters for the Anima model locally.

Run questions across multiple AI providers and synthesize their responses.

Delegate coding tasks to a separate Claude session, review the diff, and merge the changes.

Convert approved game design and art direction into a playable game build.

Scaffold new external service integrations with credentials, auth polling, and settings UI.

Identify performance bottlenecks and generate optimization suggestions for code, databases, and networks.

Generate changelogs automatically from Git commit history.

Generate CI/CD workflows for GitHub Actions based on your project's tech stack.

Analyze GitHub issues for validity, priority, and recommended actions.

Investigate Sentry issues, events, traces, and logs from the command line securely.

Resume conversations later when background tasks like CI jobs or reviews complete.

Build a mental map of your codebase once, then answer questions across multiple turns.

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.

Generate a Java agents inventory checklist document from a predefined template.

Generate a checklist document of Java system prompts from your skills inventory.

Generate professional system architecture diagrams as shareable HTML and SVG files.

Write, edit, and debug Vera code, a functional language with typed slots and mandatory contracts.

Convert a photo of handwriting into an installable font file.

Run security, quality, and performance audits on entire codebases with detailed, quote-backed reports.

Draft replies to code review questions using implementation reasoning.

Find routes, locations, distances, and elevation data for any geographic query.

Learn the architecture and design decisions for the Google Maps MCP server project.

Consult Gemini for coding tasks like prototyping, debugging, and code review.

Get code review, debugging help, and design feedback from Claude via CLI.

Show available harness templates and what each scaffolding option includes.

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

Register and manage agent accounts, subscriptions, and API keys.

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

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

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

Check if your local kernel matches the harness scaffold version.

Generate interactive architecture diagrams from codebases or system descriptions.

Create and manage Jira tickets from requirements and requests.

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.

Create and configure AI agents for automation, coding, research, and support tasks.

Train and optimize AI agents using reinforcement learning and automatic prompt tuning.

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

Store and search AI agent memories locally with mathematical ranking and entity graph scoring.

Read, edit, and create Microsoft Word documents with tracked changes and comments.

Learn patterns from past tasks and share them across multiple agent loops.

Generate images and run code analysis tasks in the background.

Create and manage database schema changes with Flyway naming conventions and versioning.

Monitor Claude Code sessions and approve tasks remotely via Telegram, Feishu, or web dashboard.

Migrate embedding models in Qdrant without downtime or data loss.

Build ML and AI applications in Rust with tensor libraries and neural networks.

Generate, analyze, and debug Verilog RTL designs with synthesis validation.

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

Train custom small language models using knowledge distillation and production data.

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

Design flexible, reusable content schemas for headless CMSes.

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

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

Generate Chen-model ER diagrams from SQL or DBML schemas with export options.

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

Generate a complete backtesting script for trading strategies with data, signals, and performance charts.

Test trading strategy parameters and generate performance heatmaps.

Run multi-turn AI analysis tasks with database and RAG context.

Parse, build, and serialize JSON with SnowBank's high-performance DOM and code generators.

Analyze legacy skills to plan refactoring into modular components.

Create or migrate functional skills from requirements or legacy code.

Normalize skill requests into structured specifications for skill generation.

Guide a greenfield project through structured architecture planning before coding.

Compress and optimize 3D Gaussian Splatting models for web, mobile, and edge deployment.

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

Evaluate and fix unresolved pull request review comments from any reviewer.

Automate browser tasks like scraping, form-filling, and screenshots on JavaScript-heavy sites.

Characterize and size MOSFETs using gm/ID methodology with ngspice simulations.

Search local files and content with progressive context levels to minimize token usage.

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.

Break complex work into atomic tasks executed in fresh context windows.

Decide whether an AI agent should run code or reason in text for each task.

Stream real-time and historical US stock data from Alpaca via REST and WebSocket.

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

Review, debug, and mentor Python and JavaScript code with security and testing rigor.

Build, debug, and deploy Salesforce agents using Agent Script.

Read, create, and manage notes in Obsidian vaults from the command line.

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.

Extract keywords and patterns from converted text recordings.

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

Track marketing funnel metrics from social posts through bookings.

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

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

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

Connect to external services through managed API routes.