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IDE rules for Agent setup: memory, context, orchestration

Rules for Agent setup: memory, context, orchestration: what each one does, an install command and example prompts.

update-docs-on-code-change official github rule A GitHub Copilot rule that flags when README.md and other docs need updating after code changes. Useful when your docs drift behind the code. ★ 40,418repo stars swift-mcp-server official github rule A Copilot rule that supplies patterns for building MCP servers in Swift with the official SDK: tools, resources, prompts and transports. ★ 40,418repo stars shell official github rule A rule that makes GitHub Copilot generate clean, safe shell scripts. Applies to *.sh files automatically. ★ 40,418repo stars rust-mcp-server official github rule A Copilot rule that guides the agent when you build MCP servers in Rust with the official rmcp SDK. Useful when the project is Rust and you need a custom MCP server. ★ 40,418repo stars qa-engineering-best-practices official github rule A GitHub Copilot instruction file covering test strategy, the test pyramid, naming, assertions and bug reports. Useful when Copilot writes or reviews tests in your repo. ★ 40,418repo stars power-platform-connector official github rule A GitHub Copilot rule for writing JSON schemas of Power Platform custom connectors: Swagger 2.0, apiProperties and settings. ★ 40,418repo stars playwright-typescript official github rule This rule tells Copilot how to write Playwright tests: role-based locators, auto-retrying assertions, one file per feature. Useful when an agent writes the tests. ★ 40,418repo stars pcf-tooling official github rule A rule that tells Copilot to use Microsoft Power Platform CLI for building, debugging and deploying Power Apps code components. ★ 40,418repo stars no-heredoc official github rule A rule that stops the agent from writing files through terminal heredocs and redirections, because those commands corrupt content in VS Code. ★ 40,418repo stars nestjs official github rule This rule feeds GitHub Copilot a set of NestJS conventions: modules, DI, DTOs and validation. Useful when the agent writes TypeScript server code. ★ 40,418repo stars intellij-java-kotlin official github rule A rule that keeps Copilot inside the project's build model when working on Java and Kotlin in IntelliJ IDEA, with validation that matches CI. ★ 40,418repo stars draw-io official github rule Tells Copilot how to build and edit draw.io diagrams: mxGraph XML structure, a semantic colour palette, grid alignment and a validation script. ★ 40,418repo stars dataverse-python-agentic-workflows official github rule A GitHub Copilot rule covering agentic workflows with the Dataverse SDK for Python: autonomous agents, MCP, A2A and data quality checks. ★ 40,418repo stars copilot-thought-logging official github rule This rule makes Copilot keep a Copilot-Processing.md file with a plan and progress marks, so you can watch the run and steer it. ★ 40,418repo stars copilot-sdk-python official github rule Coding instructions for GitHub Copilot when building Python apps with github-copilot-sdk. Guides async client initialization, session setup, tools, and streaming events. ★ 40,418repo stars copilot-sdk-nodejs official github rule Guidance for Node.js and TypeScript apps built with the GitHub Copilot SDK, covering client startup, sessions, events, and streamed output. ★ 40,418repo stars copilot-sdk-java official github rule A rule that tells Copilot how to build Java apps on the GitHub Copilot SDK: client setup, sessions, async calls. ★ 40,418repo stars copilot-sdk-go official github rule Instructions for developing Go applications with GitHub Copilot SDK. Guides the assistant on client initialization, streaming sessions, and event channels. ★ 40,418repo stars context-engineering official github rule A GitHub Copilot rule on file layout, types and comments, so suggestions match your project instead of drifting into generic answers. ★ 40,418repo stars codexer official github rule Instructs GitHub Copilot to act as a strict Python research assistant, enforcing PEP 8, pytest suites, isolated envs, and Context 7 MCP documentation lookups. ★ 40,418repo stars attester-verify-packages official github rule Checks PyPI and npm package and symbol names through attester.dev before installation or import. It helps keep invented dependencies out of code. ★ 40,418repo stars agents official github rule A rule file that sets the format for GitHub Copilot custom agent files: which frontmatter fields are required, how tools and handoffs work. ★ 40,418repo stars agent-skills official github rule Provides guidelines for creating portable Agent Skills for GitHub Copilot. It ensures SKILL.md files follow proper frontmatter formats, directory structures, and workflow layouts. ★ 40,418repo stars agent-safety official github rule This rule sets access controls, policy checks, and audit guidance for code built with AI agents. Use it when implementing tool-calling or multi-agent systems. ★ 40,418repo stars xray-test-case-cursorrules-prompt-file PatrickJS rule A Cursor rule that turns feature descriptions and automated tests into structured Xray test cases for Jira. Useful when QA writes manual scenarios by hand. ★ 41,011repo stars vitest-unit-testing-cursorrules-prompt-file PatrickJS rule A Cursor rule that turns the agent into a Vitest and TypeScript test writer: it targets business logic and utilities, mocking dependencies with vi.mock. ★ 41,011repo stars typescript-nodejs-nextjs-react-ui-css-cursorrules- PatrickJS rule A Cursor rule that pins down how the agent writes TypeScript, Next.js App Router, React and Tailwind code. Useful when generated components drift from your conventions. ★ 41,011repo stars tanstack-query-v5-cursorrules-prompt-file PatrickJS rule A Cursor rule that tells the agent how to write TanStack Query v5 code: query keys, mutations, optimistic updates, Suspense and prefetching. ★ 41,011repo stars react-typescript-nextjs-nodejs-cursorrules-prompt- PatrickJS rule A Cursor rule that pins down React, TypeScript, Next.js 14 and Node.js conventions: functional components, RORO, minimal use client. ★ 41,011repo stars react-styled-components-cursorrules-prompt-file PatrickJS rule A Cursor rule that tells the agent how to write React code with styled-components: functional components, theming through ThemeProvider, a fixed folder layout. ★ 41,011repo stars react-query-cursorrules-prompt-file PatrickJS rule A Cursor rule that tells the agent how to write React Query code: where QueryClient lives, how hooks and query keys are named. ★ 41,011repo stars react-native-expo-cursorrules-prompt-file PatrickJS rule A Cursor rule that tells the agent how to write React Native code with Expo. Useful when you want new screens and components to follow one stack. ★ 41,011repo stars python-cursorrules-prompt-file-best-practices PatrickJS rule A Cursor rule that makes the assistant write Python with type annotations, PEP 257 docstrings and pytest tests. ★ 41,011repo stars project-epic-template-cursorrules-prompt-file PatrickJS rule This rule turns Cursor into a product manager: the agent writes epics and user stories with acceptance criteria and success metrics. ★ 41,011repo stars playwright-defect-tracking-cursorrules-prompt-file PatrickJS rule A Cursor rule that makes the agent write Playwright tests tied to manual case IDs, with screenshots and logs as defect evidence. ★ 41,011repo stars nextjs-typescript-cursorrules-prompt-file PatrickJS rule A Cursor rule that pins the Next.js and TypeScript stack and the agent's working order: plan first, one file at a time, fixed reply format. ★ 41,011repo stars nextjs-app-router-cursorrules-prompt-file PatrickJS rule A Cursor rule that hands the agent a set of Next.js App Router habits: server components by default, file-based routing, separate files for loading and errors. ★ 41,011repo stars nativescript-cursorrules-prompt-file PatrickJS rule A Cursor rule that tells the agent how to structure a NativeScript project and which libraries to reach for. ★ 41,011repo stars manifest-yaml-cursorrules-prompt-file PatrickJS rule A Cursor rule that tells the agent how to scaffold a small Manifest backend: project setup, the manifest/backend.yml file and limits on entities. ★ 41,011repo stars laravel-php-83-cursorrules-prompt-file PatrickJS rule A Cursor rule that walks the agent through building Laravel packages: plan, directory layout, naming standards, tests and docs. ★ 41,011repo stars

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