local-service-testing
Use when code changes touch database, cache, queue, or other service-dependent components - enforces testing against real local services instead of mocks
chroma
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.
file-editor
Edit files locally using built-in tools instead of PowerShell string replacement. 5000% efficiency boost!
supabase
Supabase CLI and local development workflow. Use for database migrations, linking local to production, RLS policies, storage buckets, and schema management.
local-registry
Start and manage a local OCI registry for Bottlerocket kit development
build-kit-locally
Build a kit and publish it to a locally hosted registry for development testing
build-variant-from-local-kits
Build a variant using locally published kits for development validation
test-local-twoliter
Build and test local changes to twoliter before releasing
test-settings-locally
Build and test settings SDK changes locally using core-kit and variant builds
wp-playground
Use for WordPress Playground workflows: fast disposable WP instances in browser or locally via @wp-playground/cli, auto-mounting plugins/themes, switching WP/PHP versions, blueprints, and debugging with Xdebug.
wp-debugging
WordPress debugging, dependency checking, and local development patterns. Use when debugging WordPress issues, checking plugin dependencies, setting up local environments, resolving conflicts, or troubleshooting errors in themes and plugins.
llamafile
When setting up local LLM inference without cloud APIs. When running GGUF models locally. When needing OpenAI-compatible API from a local model. When building offline/air-gapped AI tools. When troubleshooting local LLM server connections.
local-skills-mcp-usage
Comprehensive guide for using Local Skills MCP - creating skills in the right locations, understanding skill directories, setup, and configuration. Use when creating new skills, deciding where to save skills, setting up the MCP server, or understanding how skill aggregation works.
python-workflow
Python project workflow guidelines. Triggers: .py, pyproject.toml, uv, pip, pytest, Python. Covers package management, virtual environments, code style, type safety, testing, configuration, CQRS patterns, and Python-specific development tasks.
devcontainer-workflow
DevContainer configuration for consistent development environments with Docker, multi-stage builds, non-root users, environment management, Docker-in-Docker support, and Python with uv. Activate when working with .devcontainer/, devcontainer.json, Dockerfile, or container-based development workflows.
searxng-search
Enhanced web and package repository search using local SearXNG instance
newsletter-events-setup
Set up environment for local newsletter events plugin. Use when first installing, updating dependencies, or verifying configuration.
file_explorer
高效的项目文件浏览器。当需要列出整个项目结构、模糊搜索文件或安全地读取（支持大文件分块）本地代码库内容时使用。
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