Agent skills for Cursor

Use before repeatedly placing GLB models in PlayCanvas Engine, React, or Web Components to measure each asset once and record its uniform…

Use when building the formal model for a Marketing Science manuscript — turning a marketing phenomenon into an analytical (game-theoretic)…

Merge multiple fine-tuned models using mergekit to combine capabilities without retraining.

Use when an SGLang, vLLM, TensorRT-LLM, or TokenSpeed serving/model optimization task needs prior model-family PR evidence.

Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models.

Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT.

Recommends where work runs and which tier and supported effort it needs, using ~/.claude/model-profiles.md.

Use when formulating the model and stating results for an Operations Research (OR) manuscript — defining the…

Pick the executor and effort for a unit of work — which Claude tier (Fable 5 / Opus 5 / Sonnet 5 / Haiku 4.5), what effort level, or…

Refresh a user- or project-owned point-in-time guide for model prompting, benchmark-aware routing, execution lanes, and pricing when the…

When to activate: model serving, inference, FastAPI ML, BentoML, Triton, vLLM, model deployment, online inference, batching

Vet the concrete third-party model a study will be built on — this repository, this revision, this checkpoint — not the architecture family.

Use when building the model or mechanism for a Production and Operations Management (POM) manuscript — formalizing assumptions, deriving…

Update financial models with new data — quarterly earnings, management guidance, macro changes, or revised assumptions.

Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.

Use sd-scripts model and network utilities safely: LoRA

ModelWar - Core War for Agents

Use when a topic benefits from multiple perspectives debating before a decision.

Guidelines and workflows for community moderation, trust & safety, and

Use when modern C++ features from C++11/14/17/20 including auto, lambdas, range-based loops, structured bindings, and concepts.

When to activate: C++, modern C++23, RAII, smart pointers, move semantics, concepts, ranges, structured bindings, value semantics