Agent skills

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

Guide for maintaining the MassGen model and backend registry.

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.

Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files.

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

Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products.

Create, edit, and modernize Dockerfiles, .dockerignore, Docker Bake files, and Compose files using Bret Fisher's strongly opinionated…

Everything you need to know to build, test and review Home Assistant Integrations.

Use when writing, reviewing, or modernizing Kotlin code with recent language versions (2.0–2.4.x, including 2.4.10 and 2.4.20-Beta1)…