Agent skills for VS Code

Translates Figma designs into production-ready application code with 1:1 visual fidelity.

Query Google Places for text search, place details, resolve, reviews, or scriptable JSON via goplaces.

Design or review web UI with typographic hierarchy, modular layout, anchor objects, and meaning-first editorial clarity.

When to activate: GORM ORM, models, queries, associations, hooks, migrations, transactions, soft delete in Go

Manage explicit source approval, exclusion, readmission, retry, and batch validation for Topprismwiki.

GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.

Launch a GPT 5.6 Sol Max subagent to do a deep, neutral senior-developer review of the current work and report its findings back verbatim.

Post-training 4-bit quantization for LLMs with minimal accuracy loss.

Load this skill and follow it when planning, reviewing, or carrying out performance optimization for GPU compute, resource, or…

Load this skill and follow it when optimizing compiled graphs, fusion, graph breaks, recompilation, GPU graphs, or multi-GPU runtime…

Load this skill and follow it when optimizing GPU kernel thread mapping, coalesced memory access, tiling, shared memory, registers…

Load this skill and follow it when placing or moving GPU resources across device memory, peer devices, host memory, storage, or remote…

Load this skill and follow it when optimizing GPU code that may change floating-point evaluation order, precision, boundary behavior, NaN…

Load this skill and follow it when turning GPU optimizations into reviewable patches, designing guards and fallbacks, running…

Load this skill and follow it when establishing a GPU performance baseline, analyzing profiler data, roofline results, or hardware…

Load this skill and follow it when designing runtime GPU state that survives across kernels, steps, requests, or sessions, especially when…

Load this skill and follow it when optimizing GPU reductions, scans, prefix operations, recurrences, streaming state, tile-local partials…

Load this skill and follow it when optimizing GPU resource lifetimes, allocation reuse, transient aliasing, pooling, workspace capacity…

Load this skill and follow it when identifying reusable GPU state, defining identity and validity, sharing or copy-on-write, admission…

Load this skill and follow it when diagnosing GPU memory allocatability failures, internal or external fragmentation, virtual-to-physical…

Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation).