Write, explain, and debug Metal GPU code including shaders (vertex, fragment, compute), render pipelines, compute pipelines…
Plan and implement experimental Metal neural-rendering paths with MetalFX, Metal 4 machine-learning passes, Metal tensors, and Metal…
This skill should be used when the user asks "how do I test this when I do not know the expected output", "how do I test a search ranking…
Use when selecting or auditing the method for a Production and Operations Management (POM) manuscript — analytical modeling (optimization…
Use when deciding whether a project is a genuine methodological contribution for the Journal of Econometrics (JoE) versus a purely applied…
Use when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling approach…
Use when choosing and designing the evidence for a Journal of Public Policy & Marketing (JPP&M) manuscript — experiments with…
Use when the empirical/analytical approach is the bottleneck for a Marketing Science manuscript — choosing among structural econometrics…
Use when matching the method and identification to the operations problem for a Manufacturing & Service Operations Management (M&SOM)…
Use when choosing and justifying the research design for an Organization Studies (OS) manuscript — qualitative/ethnographic, process…
Use when research design, identification, or measurement is the bottleneck for a Research Policy (RP) manuscript — choosing and defending…
Compute epigenetic age from DNA methylation arrays using PyAging clocks from GEO accessions or local files.
Generates Metrics Collector for PHP 8.4.
Build a metrics framework for any product, team, or business.
Generate a YouTube/video description for a Metro Church (Philadelphia) sermon from a raw sermon transcript.
Generate sermon title options for Metro Church (Philadelphia) videos, in Metro's established title format.
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/.
Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms.
Use when showing a Web board for a Markdown-only Agent Team Mission without a Mexus server.
All-in-one Module Federation skill. Use when the user asks anything about MF — concepts, configuration, runtime API, shared dependencies…
Explicit short alias for the `muggle-feedback` skill.