Use when strengthening the reproducibility of an ACM RecSys paper or preparing a RecSys Reproducibility Track submission — pinning dataset…
Use when explaining or planning around ACM RecSys peer review — the mutually-anonymous model with at least three PC members and a Senior…
Use when auditing an ACM RecSys submission before the deadline — routing between the Main, Reproducibility, Industry and Resource tracks…
Use when organizing ACM RecSys supporting material under the venue's no-separate-supplement convention — how to split a recommender paper…
Use when deciding whether a project is a strong ACM RecSys fit, routing among RecSys, SIGIR, KDD, WSDM, TheWebConf, UAI, CHI, and general…
Use when planning an ACM RecSys project timeline from venue fit through abstract, full paper, the anonymous repository, rebuttal…
Drive a running recto diff viewer from a companion session: scroll to and highlight code, write a literate tour of prose and quoted diff…
Use when building or reviewing an HTTP service's plumbing.
Use when mapping the end-to-end lifecycle of a Review of Economic Dynamics (RED) manuscript — from confirming dynamic/quantitative scope…
Renders realistic, high-fidelity Reddit post UI components optimized for social media sharing and video overlays.
Drafts genuine, non-marketing Reddit POSTS (top-level submissions) for systemprompt.io.
Daily follow-up on Reddit engagement. Reads recent reddit-monitor reports, checks each URL for replies to our comments, and drafts…
On-demand audit and targeted upgrade of an existing website or app's design.
Designs, implements, and reviews production-grade Redis architectures for caching, distributed locking, rate limiting, and session…
Redocly CLI usage for OpenAPI, AsyncAPI, Arazzo and Overlay descriptions: linting, bundling, splitting, joining, decorators, docs preview…
Use when the user wants to remove unused #include directives from a WebKit source directory (bmalloc, WTF, JavaScriptCore, WebCore…
Remove repeated boilerplate across sections (methodology disclaimers, generic transitions, repeated summaries) while preserving citations…
Executes automated project-wide refactoring with a focus on cross-file optimization.
Refactor avoidable React useEffect usage in Langfuse frontend code.
Restructure existing code while preserving externally observable behavior through explicit invariants, characterization evidence, small…
Identify and apply targeted refactoring improvements to existing code without changing behavior