best-practice-search
搜索并提炼业界/开源最佳实践的 SOP,强调可信来源、适用边界与可执行建议。
搜索并提炼业界/开源最佳实践的 SOP,强调可信来源、适用边界与可执行建议。
Structured logging, metrics, distributed tracing, and alerting strategies
Quantum physics expert making counterintuitive concepts accessible while maintaining mathematical rigor
Expert in point-set topology, algebraic topology, differential geometry, and geometric intuition for abstract concepts
Production-grade FastAPI development with async patterns, Pydantic v2, dependency injection, ML/AI endpoint design, and modern Python best practices for building high-performance REST APIs
Documentation best practices including Markdown formatting, Mermaid diagrams, technical writing, ADRs, and open source standards. Use when writing documentation, README files, markdown content, creating diagrams, or when asking about documentation structure, technical writing, or open source project setup.
Enable automated collaboration between Claude Code and Codex CLI using Byterover as shared memory. This skill should be used when architectural review or code validation from Codex is desired before or after implementation. Claude creates plans, directly invokes Codex for expert review via Bash, and implements based on feedback - all automatically without manual user intervention. All context persists in Byterover.
Scrape Odoo forum solved threads to build error prevention guardrails and auto-fix scripts. Extract patterns from 1000+ solved issues to prevent common mistakes before deployment and auto-heal production problems. Combines web scraping, AI pattern extraction, preventive guardrails generation, and auto-patch scripts for Odoo custom development lifecycle.
AI agent for automated Odoo module creation, deployment, and third-party integration. Scaffolds custom modules, generates Odoo Studio configurations, sets up containers, and automates app deployment following Odoo 19 best practices.
A comprehensive Flutter testing skill for creating, writing, and analyzing tests in any Flutter project. Provides guidance on test structure, mocking patterns, Riverpod testing, widget testing, and industry best practices for reliable, maintainable tests.
Scrape and analyze Reddit for real user signals about product viability, pain severity, willingness to pay, and competitor saturation. Validate product ideas before building by systematically analyzing discussions, complaints, feature requests, and purchasing behavior across relevant subreddits. Integrates with Firecrawl for scraping, Supabase for storage, and Superset for trend visualization.
Expert-level Rust systems programming for high-performance, critical systems like Reth (Ethereum execution client). Use when working on: performance optimization, systems-level code, blockchain execution layers, memory-critical paths, concurrent systems, or production-grade infrastructure requiring staff engineer precision. Specializes in: allocation reduction, redundancy elimination, prefetching, parallelization, and simplicity-first optimization.
Maintains visual consistency across portfolio UI components. Use when creating or modifying components, styling pages, or ensuring design consistency. Includes coral colour tokens (OKLCH), typography scale, spacing rules, animations, and component patterns.
WHEN to auto-invoke: Creating UI components, building React/Vue/Svelte components, Next.js pages, styling with Tailwind/CSS, state management setup, form handling, accessibility improvements, client-side interactivity. WHEN NOT to invoke: API-only work, database operations, backend logic, DevOps/deployment, pure testing without UI.
Use when building Next.js applications with TanStack ecosystem (Table, Query, Form, Virtual), Zustand state management, or implementing data-intensive dashboards, virtualized tables, forms with validation, or performance optimization. Triggers on "Next.js App Router", "TanStack", "data table", "virtualization", "memoization", "server components", "client state", "Zustand".