Answer questions about Orkid threading, concurrency, and operation queues.
npx skills add https://github.com/tweakoz/orkid --skill orkcore-threading
Please help me install this Agent Skill. Skill: orkcore-threading Source: https://github.com/tweakoz/orkid/tree/main/.claude/skills/orkcore-threading Command: npx skills add https://github.com/tweakoz/orkid --skill orkcore-threading
Orkid's threading and concurrency concepts can be complex; this skill provides authoritative guidance on how to reason about OPQ, LockedResource, thread pools, futures, and task graphs, to help developers design robust, high-performance multi-threaded components.
Explain how to implement and use Orkid's threading primitives, including OPQ, locks, and futures, in a typical application.
High-intent search queries and answers about installing and using this skill.
The Orkid operation queue (OPQ) manages concurrency by dispatching tasks across thread pools, enabling parallel execution patterns and serial queues. It provides a structured system for asynchronous task graphs and concurrent operations.
To synchronize data across threads in Orkid, use the LockedResource primitive. It provides mutex-based protection for concurrent access, ensuring thread-safe operations when multiple threads interact with shared resources.
You implement asynchronous tasks in Orkid by leveraging futures alongside the operation queue. Futures represent pending results from tasks dispatched to the thread pool, allowing non-blocking parallel execution and result retrieval.
Use a serial queue in Orkid when tasks must execute sequentially in a strict order, ensuring data consistency. Use the thread pool for independent parallel execution patterns to maximize throughput across concurrent operations.
Yes, Orkid supports task graphs to manage complex parallel execution scenarios. Task graphs allow developers to define dependencies between concurrent operations, ensuring the operation queue executes asynchronous tasks in the correct sequence.
Core API mappings for Orkid threading primitives are located in the project's headers and implementation files, specifically citing ork.core/inc/ork/kernel/opq.h and ork.core/src/kernel/opq.cpp for accurate, code-grounded reference.
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