Writing

Codebase Onboarding creates a repo map, reading path, glossary, risk map, and first-task runway for unfamiliar codebases. Use it when you need to understand a new repository before planning implementation.

Content Operator prepares structured, evidence-bounded workflows for drafting, rewriting, summarizing, translating, and release-note or newsletter copy. Use it when you need publish-ready content with audience, tone, source, review, and hallucination gates.

Curriculum Design turns a learning goal into a teachable sequence with objectives, scope, assessments, and learner constraints. Use it when planning lessons, modules, or evaluation criteria for a course or enablement program.

Sidecar Website helps write and maintain the Sidecar Docusaurus docs site, including docs pages, blog posts, images, styling, and deployment. Use it when editing documentation content or site configuration.

Academic Researcher helps review papers, synthesize literature, and draft scholarly summaries and proposals. It also formats citations and structures academic arguments.

Communications Literature Review gathers papers and related work for communications topics using a knowledge-base-first search order. Use it for wireless, networking, satellite, Wi‑Fi, cellular, transport, routing, MAC/PHY, or congestion-control literature summaries.

Formula Derivation structures and derives research formulas into a coherent theory line, assumption set, and derivation map. Use it when a target equation is still being chosen or when scattered notes need to be turned into a paper-ready derivation document.

Grant Proposal Builder drafts structured funding applications from research ideas and literature. Use it when turning a validated project into agency-specific proposals such as KAKENHI, NSF, NSFC, or ERC.

Paper Illustration generates publication-quality figures for academic papers, including architecture diagrams and method illustrations. Use it when you need a paper visual or when prompted to generate diagrams or AI drawings.

Journal Club PPT turns a scientific paper PDF into an evidence-driven slide deck for lab meetings, journal club, or 文献汇报. It reconstructs the paper's logic, uses main-text figures, and includes background, author intro, and evaluation.

Literature Review retrieves, verifies, and synthesizes scientific papers for seminal-paper lookups, evidence summaries, method comparisons, and gap analyses. It uses live citations and DOI checks, then writes an argued synthesis with resolvable links.

Paper Narrative judges and reshapes the story told by a manuscript and its figure deck. Use it when revising paper structure, ordering figures, testing the Figure 1 hook, or defining the claim sent to figure-composer.