Use when designing a new service or judging an existing repo against the estate's architecture.
Safely update a Weaverse Pilot theme to the latest version — detects current version, fetches release diffs, plans changes…
Advanced theming for Shiny apps using bslib and Bootstrap 5.
Use when a Journal of Health Economics (JHE) manuscript needs a model — insurance demand/selection, provider behavior under a payment…
Use when a Quarterly Journal of Economics (QJE) manuscript has a credible empirical result but no conceptual frame — to add the model or…
Automated thermodynamic property method selection based on component characteristics and operating conditions
Innovation idea generation from literature gaps.
Builds a structured IMRaD paper outline in JSON format based on the selected research direction.
Targeted literature survey for a confirmed research topic.
Academic paper section writing. Expands each section from the JSON outline, automatically links citation keys from the bibliography, and…
Use when writing academic theses or dissertations (Master's, PhD, undergraduate honors).
Turns rough ideas into approved, decision-complete plans with validated structure before coding.
Guides migration of .NET Framework Thread.Abort usage to cooperative cancellation in modern .NET.
Comprehensive Threads integration with account type detection, OAuth authentication, post publishing (text/images/videos/carousels)…
Use when a repository, system, or major change needs a structured STRIDE-A threat model — map architecture, data flows, trust boundaries…
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and…
Repository-grounded threat modeling. Enumerates trust boundaries, assets, attacker capabilities, and abuse paths tied to actual code. Not…
Scaffold and build interactive 3D visualizations using Three.js with emphasis on algorithmic art, sacred geometry, temporal animations…
Build a scroll-driven 3D product landing page using Three.js + GSAP ScrollTrigger.
Use when: (1) User says "总结经验", "复盘", "extract methodology", "what did we learn", "抽象智慧", or asks to reflect on a completed project, (2) A…
Turn one request into a routed work graph — decomposed into units, each assigned a capability tier, a reasoning budget, a verification…