Architecture, languages, frameworks and backend work.
Explore intent and design options before any creative or new work begins.
Keep LLM-written code simple, surgical and checked against clear success criteria.
Add web search, scraping and extraction to app code using Firecrawl.
Make the smallest change that fully solves a coding task, in a short reply.
Controls a browser over CDP for automation, scraping, testing and screenshots.
Designs stable APIs, module boundaries and type contracts before implementation.
Guides FastAPI development with async operations and API best practices.
Scrapes and crawls websites with HTTP, stealth browsers and adaptive parsing.
Maps a codebase into an interactive knowledge graph of its architecture and components.
Migrates Python apps from Azure OpenAI Chat Completions to the Responses API.
Adds tree-sitter language support to codegraph, with tests and extraction benchmarks.
Checks the custom 404 page's final markup and status code in the browser.
Searches and rewrites code by syntax shape across 25 languages.
Fetches current library documentation and sets up Context7 for coding agents.
Scaffolds a new Twenty app with its basic structure.
Builds, tests, and validates Python CLI harnesses that wrap GUI apps and repositories.
Extracts clean Markdown from web pages using the Defuddle CLI.
Add clicks, form fills and pagination to app code through Firecrawl interact.
Runs GitNexus commands to index repositories, check status, and generate wikis.
Reviews architecture decision records with fresh eyes and rewrites weak sections.
Compares Airflow improvement proposal specs with code to report implementation progress.
Audit the repo for bugs, security, load, missing tests and code to delete.
Applies REST and GraphQL design principles for intuitive, maintainable APIs.
Rebuilds an existing web page as working local code that matches layout and motion.
Explains the just command runner and how to write and use a justfile.
Internationalization (i18n) workflow and standards for managing translations.
Runs a cleanup and refactor pass that removes AI-generated filler from code.
Writes verified WxJava integration plans and code for WeChat and WeCom in Java.
Design REST resources, status codes, pagination, filtering and versioning.
Moves Redux or Context state into React Query, nuqs or Zustand by type.
Audits existing project artifacts for compliance and writes a numbered migration plan.
Migrates RxJS 7 code to RxJS Next with a green baseline and a recorded contract.
Builds OpenCLI adapters from observed site behavior and existing adapter examples.
Defines FastGPT API inputs and outputs with zod schemas and OpenAPI docs.
Reference for the hosted Browser Use API, SDKs, sessions, profiles and proxies.
Configures Crush providers, models, MCP servers, hooks and permissions.
Places and navigates windows, workspaces, and panes in a multi-pane cmux layout.
Guides TanStack Table v9 core architecture, data, columns, and inferred types.
Builds and reviews ASP.NET Core apps following current official guidance.
Finds the source, UI and test files tied to a bug report or feature request.
Sends sliced prints to Bambu Lab printers through Bambu Connect or Bambu Studio.
Guides Vite setup, hot module reload, framework integration and performance tuning.
Removes accidental complexity such as dead code, duplicate state and redundant layers.
Sets up Storybook in a project that does not have it configured yet.
Answers questions about a codebase using its knowledge graph.
Adds an AI model provider to LobeHub, covering runtime, model cards, config and docs.
Creates or changes a Voyager declarative plugin, site adapter, or primitive.
Collect shortcut comments into one debt ledger so deferrals get tracked.
