spec-driven-architect
Expert in the Spec-Kit Plus lifecycle (Specify -> Plan -> Tasks -> Implement). Use this when the user needs to define new features, plan architecture, or decompose work into atomic units.
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Expert in the Spec-Kit Plus lifecycle (Specify -> Plan -> Tasks -> Implement). Use this when the user needs to define new features, plan architecture, or decompose work into atomic units.
Expert in designing SQLModel schemas and managing Neon PostgreSQL databases. Use this when defining data models, handling relationships, or performing database migrations.
Expert in event-driven architecture using Kafka. Use this for designing topics, schemas, and processing logic for asynchronous tasks.
Autonomous task loop that picks ready tasks, implements them, updates progress.txt, commits, and repeats. Use when asked to 'build feature', 'run the loop', or 'implement these tasks'.
Use this when you have an SRT subtitle file and want to generate two types of summaries.
Testing best practices and TDD workflow. Use when writing tests, following TDD, or improving test coverage.
Comprehensive code review focusing on quality, security, performance, and best practices. Use when reviewing PRs, commits, or code changes.
Create production-ready frontend interfaces with high-quality, memorable design. Use when building web components, pages, or applications.
Retain and recall work context across sessions. Use when user asks to remember something, recall previous work, or reference past discussions. Triggered by phrases like 'remember this', 'save for later', 'recal...
Generate and maintain comprehensive documentation. Use when writing README, API docs, code comments, or technical documentation.
Four-phase systematic debugging methodology for efficient problem resolution. Use when investigating bugs, errors, or unexpected behavior.
Opinionated UI constraints and patterns for building better interfaces. Focuses on accessibility, usability, and implementation best practices.
Agent orchestration pattern for multi-step email processing pipeline. Cost tracking, circuit breakers, graceful degradation, specialized agents. Triggers on "agent", "orchestrator", "pipeline", "multi-step proc...
AWS SDK client initialization patterns for this project. Lazy singletons, conditional credentials, DocumentClient wrappers. Triggers on "aws client", "dynamodb", "lambda", "step functions", "singleton".
Testing setup for this project. MSW for API mocking, happy-dom environment, coverage thresholds. Triggers on "test setup", "msw", "mocking", "vitest", "testing".
Error handling patterns for this project. Uses neverthrow for new code, custom Result type for legacy. Includes retry logic, parallel execution, and circuit breaker integration. Triggers on "error handling", "R...
Cost control patterns preventing bankruptcy in this indie SaaS. Hard $1/run limit, service-specific cost calculation, graceful degradation. Triggers on "cost", "budget", "api calls", "cost tracking", "spending...
Next.js API route patterns for this project. Runtime config, circuit breakers, demo mode fallback, multiple AWS invocation strategies. Triggers on "api route", "next.js", "route handler", "POST", "GET".
Opossum circuit breaker patterns for resilience. Singleton pattern per service, timeout from env, event listeners. Triggers on "circuit breaker", "resilience", "external api", "failure handling", "opossum".
Structured logging with Pino for this project. Environment-aware configuration, context-based child loggers, ILogger adapter for compatibility. Triggers on "logging", "logger", "createLogger", "pino", "structur...
Gmail API batch operations for this project. Metadata-first fetching, known sender categorization, DynamoDB token management, batch archiving. Triggers on "gmail", "batch operations", "email fetching", "archive...
DynamoDB patterns for sender tracking. Client setup, marshall/unmarshall, CRUD operations, GSI queries, batch writes. Triggers on "dynamodb", "sender tracking", "known senders", "batch write".
React Email + Tailwind patterns for this project. Component structure, brand colors, conditional sections, fallback templates. Triggers on "email template", "react-email", "digest email", "tailwind email".
TanStack Query patterns for this project. Polling with exponential backoff, conditional queries, mutation with toast notifications. Triggers on "useQuery", "useMutation", "tanstack query", "react query", "data...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。