Map a current event below the surface into patterns, structures, and mental models.
Audits an existing lesson against UDL's three principles — engagement, representation, and action/expression.
Use when the analytical core of a Games and Economic Behavior (GEB) manuscript is the bottleneck — assumptions, theorem statements, proof…
Use for \"how does X work\", code walkthroughs before changing something, and placement / ownership / layering questions (\"where should…
Cut AI tells from any writing. Never removes links, and adds them where the text names something clickable. Must always apply.
Captures polished screenshots or video from the visible screen, for native desktop apps, multi-window workflows, and browser flows that…
Generate comprehensive, self-contained, exam-aware course notes from lecture transcripts or scripts plus slide decks (PPT, PPTX, or PDF)…
Generates validated, deterministic, standalone HTML internal documents from a portable JSON schema.
Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.
Produces deep, source-traceable, near-submission literature reviews for geography, Earth science, ecology, remote sensing, climate and…
Use when targeting Geometry & Topology (Geom.
Use when targeting Geophysical Research Letters (GRL) or deciding whether an Earth or space science manuscript fits this high-impact…
Write, rewrite, edit, or translate text using authentic Geordie/Tyneside dialect and voice.
Architects high-impact GitHub Profile READMEs using the "Special Repository" mechanism. optimizing for recruitment signaling, visual…
Generate a GitHub Profile README (the README living in the special repository named exactly after the user's own username) grounded in the…
Organize GitHub repositories for professional presentation and maintainability.
Enforces the "Minimal Root" philosophy for repository organization and implements "World-Class README" standards.
Rewrites AI-generated text to remove robotic patterns and make it sound genuinely human, or detects AI-slop patterns without rewriting.
Explains any senpi tip in depth - startup tips, working tips, and any Tip: line shown in the TUI (including the Fable-5-refusal fallback…
Use when targeting Global Ecology and Biogeography (GEB) or deciding whether a macroecology/biogeography manuscript fits this large-scale…
Guidelines for writing doc.go files that follow official Go documentation conventions and render correctly in go doc, godoc, and pkg.go.dev.