Sylin.org
Official@sylin-org · United States of America
Tools that make development feel clear, calm, and complete.
Agent Skills by Sylin.org
Showing 13 vetted skills indexed across 2 GitHub repositories.
sylin-orgexplore
Map task concerns and read relevant files before planning code placement.
sylin-orgkoan-multi-provider
Detect provider capabilities and route queries across SQL, NoSQL, vector, and JSON stores.
sylin-orgkoan-api-building
Generates REST CRUD APIs for entities with authentication and routing built in.
sylin-orgkoan-entity-first
Eliminate repository boilerplate with self-persisting Entity<T> for CRUD operations.
sylin-orgkoan-bootstrap
Automate service and module registration by scanning assemblies for IKoanAutoRegistrar implementations.
sylin-orgkoan-debugging
Diagnose Koan framework boot initialization and auto-registration issues.
sylin-orgkoan-quickstart
Scaffold Koan-based CRUD APIs with JSON file storage.
sylin-orgkoan-ai-integration
Integrate chat endpoints, embeddings, and RAG workflows with vector search.
sylin-orgkoan-performance
Stream large datasets in batches with bulk operations and fast counts in Koan Framework.
sylin-orgkoan-mcp-integration
Expose Koan entities as MCP tools for Claude Code Mode.
sylin-orgkoan-data-modeling
Define aggregate-first domain models with lifecycle hooks and value objects in Koan Framework.
sylin-orgkoan-relationships
Eliminate N+1 query problems in Koan Framework using foreign keys and batch loading.
sylin-orgkoan-vector-migration
Export and import cached embeddings between vector databases without regeneration.
Frequently Asked Questions About Sylin.org
FAQPage SchemaWhat specific tasks can developers perform using the Sylin framework?▼
Developers can scaffold REST CRUD endpoints, define aggregate-first domain models, and manage complex data relationships. The framework enables batch processing for large datasets, optimizes query performance by resolving N+1 issues, and facilitates seamless migration of cached embeddings between vector databases.
Which engineering personas benefit most from these capabilities?▼
Backend engineers and system architects focused on reducing boilerplate code and standardizing data access layers benefit most. It is designed for developers building modular services who require consistent entity persistence, robust routing across multiple storage providers, and efficient integration with vector-based search systems.
What are the primary prerequisites for implementing these modules?▼
Implementation requires a project structure compatible with the Koan framework's assembly scanning and registration patterns. Developers must define entities using the provided lifecycle hooks and value object patterns, ensuring that service and module registrations implement the IKoanAutoRegistrar interface for proper initialization.