Backend

Documentation reference for using Browser Use Cloud — the hosted API and SDK for browser automation.

Documentation reference for writing Python code using the browser-use open-source library.

QA-test a website or web app and return a 1-5 quality score (5 = flawless, 1 = broken) with evidence.

Operate a Dify server through difyctl: find and run any operation, and build, test, publish and change Workflow and Chatflow apps.

Use when writing, changing, or reviewing Cucumber and Playwright tests under `e2e/`, including feature files, step definitions, support code, scenario tags…

Review frontend code under `web/` or `packages/dify-ui/` when the user explicitly requests a review or audit.

Set up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key.

Maintain IT asset inventory and configuration management database.

Set up or check claude-mem cloud sync with cmem.ai Pro.

Drive a locally built server with a real client: the Inspector CLI (scripted), the Inspector web UI (by hand) and an LLM client.

Create a tracked issue in this repo end to end — duplicate check, v2 label, type label, server-scope label, milestone, board card, Status and Priority.

Find where code lives in this repo's seven servers and decide where a new file goes.

Take a privately reported vulnerability through this repo's security advisory flow: board it as a draft card, check whether the code is this repo's server or…

Implement reversible compatibility-safe transitions.

Reverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a standalone client or CLI that calls the endpoints…

Install, build and run a server from this checkout.

Fetches and references LangGraph Python documentation to build stateful agents, create multi-agent workflows, and implement human-in-the-loop patterns.

Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries.

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database.

Triage this repo's inflow — sweep unboarded issues onto the Servers V2 board (#43) as Incoming, score Priority with the rubric and post the score, classify…

Diagnoses Google Ads account performance issues such as conversion loss (value or volume), low lead flow/volume, and lost impression share (opportunities) due…

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.

Install, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API.

Use when configuring Django to store static and media files on AWS S3 with django-storages.