tilegym-converting-cutile-to-julia
Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. Handles kernel syntax translation, 0-indexed to 1-indexed conversion,…
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Updated 11-05 00:16
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Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. Handles kernel syntax translation, 0-indexed to 1-indexed conversion,…
Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standard in-repo conversion, debugging (cudaErrorIllegalAddress, shape mismatch,…
Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` /…
Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization.…
Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning. Covers tile sizes,…
Guides design and implementation of AI agent and application memory—short-term conversation state, long-term user/tenant memory, episodic vs semantic stores,…
Guides technical support engineering—customer ticket investigation, reproduction, log and API analysis, root-cause isolation, workaround communication,…
Aptos blockchain and Move language expert. Covers Move programming (abilities, generics, resources), Aptos framework modules, smart contract development, token…
Implement access control and permission checking with Recur entitlements API. Use when building paywalls, checking subscription status, gating premium…
Quick setup guide for Recur payment integration, from account signup (via the Recur MCP OAuth flow) to the first checkout. Use when starting a new Recur…
Run a port into Rust without losing behaviour — define the parity contract, sequence the phases, migrate incrementally behind a stable boundary, and prove…
Write a macro only when a function, a trait, or a generic cannot do the job — then by-example before proc-macro, with hygiene, a `_private` helper module, and…
The router for this skill set — which Rust skill covers which decision, how they relate, and which one to reach for from where you are.
Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications.
Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel…
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question…
Access 97 cloud-service tools via Sapiom MCP server — scrape websites, run code in sandboxes, store data (Redis/Vector/Postgres), search the web, call LLMs,…
Scandit ID Capture (`IdCapture`) in Flutter projects — scanning passports, driver's licenses, ID cards, residence permits, visas via MRZ, VIZ, barcode, or…
Git workflow for MEDcury HIS repos — branch naming, per-repo commit message styles, MR merge targets, and release tagging. Use when creating a branch, starting…
SharePoint Framework (SPFx) development. Use when: "create SPFx project", "new web part", "SPFx extension", "upgrade SPFx", "SPFx upgrade", "update SPFx…
Installing the Rust toolchain on Windows (including projects that need a C compiler, such as rusqlite). Covers rustup domestic mirror acceleration, Missing manifest fixes, MinGW/MSVC selection, and the dlltool/ld PATH pitfalls. When setting up a Rust environment on Windows or encountering 'Missing manifest'…
Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O,…
Step-by-step guide for migrating Odoo custom modules between versions (v14→v15→v16→v17). Covers API changes, deprecated methods, and view migration.
Implement a production-ready LLM query loop / agent loop for AI applications. Use this skill whenever the user wants to add tool calling, ReAct-style…