Research
ring:pre-dev-research
Gate 0 research phase for pre-dev workflow. Dispatches four parallel research agents to gather codebase patterns, external best practices, framework documentation, and UX/product r…
Engineering
style-audit
Audits code against CI/CD style rules, quality guidelines, and best practices, then rewrites to meet standards while preserving functionality. Applies linting, naming conventions, …
Productivity
skill-coach
Guides creation of high-quality Agent Skills with domain expertise, anti-pattern detection, and progressive disclosure best practices. Activates for skill creation, reviews, qualit…
Web
eds-project-health
Audit an AEM Edge Delivery Services project's codebase for best practices, boilerplate currency, CSS scoping issues, block structure quality, performance patterns, and configuratio…
Engineering
forge-commit-messages
Commit messages that remain useful years later. Subject under 72 characters in imperative mood, body explains why not what, no AI attribution, atomic commits, and patterns for reve…
Engineering
apple-dev-best-practices
Guides Swift 6, SwiftUI, SwiftData, and Apple platform development using established patterns for architecture, state management, concurrency, networking, persistence, and testing.…
Engineering
hexagonal-typescript-advanced
Advanced hexagonal architecture anti-patterns in TypeScript, including domain importing framework dependencies, use cases depending on concrete adapters, HTTP handlers bypassing us…
Testing
unit-test-philosophy
Risk-based unit testing and Allure-readable behavioral spec style for open agreements. Applies when adding or updating tests, expanding coverage, or reviewing test quality across s…
Engineering
ts-audit
Audit TypeScript and React code against expert-level best practices from Total TypeScript references. Use for reviews, type safety checks, generics, narrowing, branded types, discr…
Automation
artifact-migrator
Migrate and update existing artifacts including skills, commands, subagents, and hooks when specifications or best practices change. Detects outdated patterns, suggests improvement…
Engineering
flutter-tips
Practical Dart and Flutter coding guidelines covering Dart 3.10+ syntax, pattern matching, widget choices, lint rules, and 23 additional best practices. Reference during code addit…
DevOps
sentry-sdk-patterns
Best practices for Sentry SDK usage in TypeScript and Python. Apply when adding structured error context with scopes, breadcrumbs, beforeSend filtering, custom fingerprinting, user…
Web
vite-plus-best-practices
Best practices for Vite+ covering the vp command surface, unified config blocks, monorepo overrides, task caching, commit hooks, library packaging, and migration from existing Vite…
Engineering
aif-review
Perform code review on staged changes or a pull request. Checks for bugs, security issues, performance problems, and best practices. Use for "review code", "check my code", "review…
Design
ux-evaluator
Evaluate UI components against UX best practices using a 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards. Reviews buttons, navigation, spac…
Engineering
node
Provides domain-specific best practices for Node.js development with TypeScript, covering type stripping, async patterns, error handling, streams, modules, testing, performance, ca…
Engineering
code-improver
Always-active code review skill. Scan shared code for readability, performance, and best-practice issues. For each issue, explain why it matters, show the current snippet, and prov…
Web
sanity-best-practices
Covers Sanity best practices for schema design, GROQ, Visual Editing, Portable Text, Studio structure, migrations, Functions, and integrations with Next.js, Nuxt, Astro, SvelteKit,…
Documentation
编写交互式教程指南
Summarizes best practices for building high-quality interactive technical tutorials. Covers progressive disclosure, article structure, interactive component standards, and complete…
Engineering
flow-decision-element-patterns
Apply best practices for Decision elements including default outcome placement, outcome ordering, compound criteria, null-safe checks, Boolean versus picklist comparisons, and avoi…
Security
argocd-gitops-review
Reviews Argo CD GitOps configurations including Applications, AppProjects, ApplicationSets, sync windows, RBAC, and multi-cluster topologies for production safety and least-privile…
Engineering
brightdata-reference-architecture
Adopt Bright Data reference architecture and recommended project layout. Trigger with phrases such as "brightdata architecture", "brightdata best practices", or "brightdata project…
Productivity
attio-mcp-usage
Provides universal workflow patterns and best practices for using the Attio MCP server. Complements the attio-workspace-schema skill with HOW-TO guidance for MCP tools and error pr…
Documentation
skills-best-practices
Guides creation of high-quality agent skills following established patterns. Covers structure, metadata, progressive disclosure, testing, and distribution across compatible agent s…
Security
kubernetes-pod-spec-review
Audits Kubernetes Pod, Deployment, or StatefulSet specs for correctness, security posture, and production readiness. Validates manifests against best practices and operational stan…
Productivity
creating-skills
Guides creation of new skills with proper structure, naming, descriptions, and progressive disclosure. Use when building skills, adding capabilities, or following skill best practi…
Content
manimgl-best-practices
Activates when users mention ManimGL or 3b1b manim, reference ManimGL imports or CLI commands, or work with InteractiveScene, frame, embed, ShowCreation, or ManimGL-specific patter…
Engineering
common-technical-practices
Technical practice guide covering AOP, distributed locks, retry mechanisms, parameter validation, performance monitoring, scheduled tasks, and audit logging for backend development…
Documentation
framework-docs-researcher
Gathers documentation and best practices for specific frameworks, libraries, or dependencies. Use for a particular library's docs and source rather than general industry practices.
Engineering
apex-hardcoded-id-elimination
Replace hardcoded Salesforce IDs in Apex with describe API, name-based SOQL, or Custom Metadata lookups. Covers Profile, RecordType, User, Queue, and custom record references.
Engineering
agent-code-reviewer
Expert code reviewer for code quality, security vulnerabilities, and best practices across languages. Masters static analysis, design patterns, and performance optimization.
AI / ML
ai-sdk-best-practices
Production best practices for AI agents with AI SDK v5. Covers security, performance, error handling, testing, deployment patterns, and real-world implementation guidelines.
Engineering
main-diff-review
Compares the current branch to main, checks alignment with implementation policy, evaluates best practices and potential bugs, and writes review.md at the repository root.
Engineering
skill-auditor
Audits and validates skill definitions for quality, completeness, and best practices including formatting review, sub-skill splitting decisions, and convention compliance.
Engineering
python-patterns
Python development principles covering framework selection, async patterns, type hints, and project structure. Focuses on decision-making rather than copying examples.
Engineering
lokalise-reference-architecture
Apply Lokalise reference architecture and project layout best practices. Use when designing new integrations, reviewing structure, or setting architecture standards.
Documentation
hubspot-known-pitfalls
Identify and avoid HubSpot API anti-patterns and common integration mistakes. Use when reviewing code, onboarding developers, or auditing existing CRM integrations.
Testing
skill-reviewer
Reviews and improves agent skills against official best practices in self-review, external review, or auto-PR modes for quality checks and repository contributions.
AI / ML
agent-skills-expert
Expert guidance for creating and managing agent skills using git submodules and sparse checkout. Follows best practices for SKILL.md frontmatter and configuration.
Engineering
code-review
Reviews code for bugs, security issues, performance problems, and best practices. Trigger on any code review request or shared snippet needing quality assessment.
Web
web-design-guidelines
Review UI code for Web Interface Guidelines compliance on requests to review UI, check accessibility, audit design, review UX, or validate against best practices.
Engineering
Rust Best Practices Guide
Apply modern Rust best practices for style, error handling, performance, concurrency, project structure, dependencies, documentation, testing, security, and CI.
Engineering
typescript-strict-guard
Enforces strict mode, explicit typing, and best practices when writing or reviewing TypeScript. Prevents any types, ts-ignore comments, and non-null assertions.
Engineering
1k-coding-patterns
Coding patterns and best practices for OneKey development. Use when writing React components, handling promises, error handling, or following code conventions.
Engineering
code-review-analysis
Conducts comprehensive code reviews with best practices, security checks, and improvement suggestions. Use for PRs, quality analysis, and vulnerability checks.
AI / ML
agentic-principles
Core principles for AI agent collaboration: decomposition, context management, abstraction selection, automation philosophy, and verification retrospectives.
Automation
bright-data-best-practices
Guides production-ready Bright Data integrations covering Web Unlocker, SERP, Web Scraper, and Browser APIs for web scraping and structured data extraction.
AI / ML
aiready-best-practices
Guidelines for writing AI-friendly code that reduces semantic duplicates, context fragmentation, and naming inconsistencies to improve agent comprehension.
Data
neon-postgres
Guides and best practices for Neon Serverless Postgres including local development, connection methods, branching, auth, data APIs, CLI, and platform SDKs.
Engineering
typescript-project
Modern TypeScript project architecture for 2025 covering new project setup, configuration, tech stack selection, layered architecture, and best practices.
AI / ML
v4-best-practices
Supplies rules for working with DeepSeek v4 models in thinking mode to avoid stale references, unverified assumptions, and vague outputs on complex tasks.
AI / ML
ai-tool-designer
Design principles for AI agent tools covering naming conventions, input/output schemas, error handling, and evaluation methods to maximize effectiveness.
Engineering
palantir-reference-architecture
Implement Palantir Foundry reference architecture with best-practice project layout. Use when designing integrations or planning data pipeline structure.
Engineering
rust-best-practices
Apply Microsoft Pragmatic Rust Guidelines covering error handling, API design, performance, and idiomatic patterns before writing or modifying Rust code.
Security
agentic-jumpstart-security
Security guidelines and best practices for the Jarvy CLI codebase, a cross-platform tool that provisions environments and runs elevated system commands.
General
code-reviewing
Reviews code for quality, security, and best practices. Triggers on requests for code review, feedback on existing code, or assessments of code quality.
Engineering
java-coding-standards
Applies Java coding standards for Spring Boot services covering naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Data
snowflake-known-pitfalls
Identify common anti-patterns in Snowflake SQL, warehouse configuration, data loading, and access control to improve code quality and deployment safety.
DevOps
aws-devops-agent-skill-designer
Designs, reviews, and improves AWS DevOps Agent-compatible skills, investigation workflows, tool-use best practices, and operational output contracts.
Engineering
claude-standards
Audit agent assets—skills, commands, subagents, hooks, and MCP servers—against best practices and optionally apply conservative conformance changes.
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