效率工具

jpa-patterns

239Kdatabase

JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.

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clickhouse-io

239Kdatabase

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

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cpp-testing

239Ktesting-qa

Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.

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verification-loop

239Kcode-generation

A comprehensive verification system for Claude Code sessions.

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search-first

239Kresearch-knowledge

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

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codebase-onboarding

239Kbackend-api

Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.

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deep-research

239Kresearch-knowledge

Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.

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iterative-retrieval

239Kagent-workflows

Pattern for progressively refining context retrieval to solve the subagent context problem

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configure-ecc

239Kagent-workflows

Guide ECC installation, update, or reconfiguration from inside Claude Code, Codex, or Kimi while respecting each harness's real plugin, scope, and hook capabilities.

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rust-testing

239Ktesting-qa

Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.

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nutrient-document-processing

239Kmcp-integrations

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.

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agentic-engineering

239Kagent-workflows

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

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django-verification

239Ktesting-qa

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.

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springboot-verification

239Ktesting-qa

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.

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cost-aware-llm-pipeline

239Kprompting-reasoning

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

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kotlin-coroutines-flows

239Ktesting-qa

Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.

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autonomous-loops

239Kagent-workflows

Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.

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content-engine

239Kwriting-content

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.

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laravel-tdd

239Ktesting-qa

Laravel testing strategies with PHPUnit, Pest, model factories, HTTP tests, Sanctum authentication testing, mocking, and coverage.

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ai-first-engineering

239Ktesting-qa

Engineering operating model for teams where AI agents generate a large share of implementation output.

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rust-patterns

239Ktesting-qa

Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.

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swiftui-patterns

239Kdesign-ui

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.

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backend-patterns

239Kbackend-api

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

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frontend-design-direction

239Kdesign-ui

Set an ECC-specific frontend design direction for production UI work. Use when building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.

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