Use when asking what to do next after a feature pass while avoiding bloat and checking for unfinished MVP work.
Intense discovery + design session that births Initiatives in Linear.
The MVP scope policy: the justification standard applied when the goal is to prove or disprove a hypothesis with the smallest thing that…
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value.
When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes.
Diagnosing N+1 query patterns in Rails/Grape: slow index pages, serializers, nested API responses.
A rating component for collecting user feedback with customizable icons, colors, and half-star support in Naive UI.
Generate a why-chain exactly n levels deep for any topic, question, observation, problem, or idea.
Use for batching, pagination, "for each", Loop Over Items, Split Out, Aggregate, rate limits, or processing arrays in n8n.
Use when the user needs n8n instance, runtime, tunnel, auth, project, credential, or workflow presentation management through n8n-manager.
n8n workflow JSON structure management for Vigil Guard v2.0.0 (24-node 3-branch parallel pipeline).
Use when writing the ARR author response for a paper headed to NAACL — deciding which reviewer objections to spend the window on, drafting…
Use when planning a research project's calendar toward NAACL — handling the chapter's skipped-year rhythm, choosing an ARR cycle when the…
Investigate a brief seed to one recommendation.
Configure DevGlobe plugin with your API key
A skill with a name that doesn't match the directory.
Rules for identifier names that are clear and precise - describe behavior not timing, cut filler words, match the abstraction level, name…
Code review through the lens of real engineers' documented philosophies (Torvalds, Thompson, Carmack, Kent Beck, Jobs, Cagan).
Improve variable and function naming with semantic analysis
Validates manuscript compliance, formatting rules, bilingual abstracts, and anonymity requirements before submission to Nankai Business…
REQUIRED for all image generation requests.