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.
Define UX metrics and KPIs that connect design decisions to measurable outcomes.
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 opening a RoundTable proposal in the active Markdown-backed Agent Team Mission.
Use when summarizing a Markdown-only Agent Team Mission from local files.
All-in-one Module Federation skill. Use when the user asks anything about MF — concepts, configuration, runtime API, shared dependencies…
Reading MForm field values in REDAXO module OUTPUT PHP – MFormOutputHelper::createLinkData(), normalizeLinkData()…
Using MForm-provided YForm value types in YForm table definitions and YForm forms – custom_link, custom_link_multi, color_swatch…
Search, grep, browse and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases, issue…
Manages global state with Redux Toolkit's createSlice, createAsyncThunk, and RTK Query for data fetching and caching.
MANDATORY: Replaces ALL built-in search tools.
Semantic code search using mgrep for efficient codebase exploration.
Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment.