Agent skills for Codex CLI

Use when positioning an MLSys submission against the fast-moving ML-systems literature scattered across OSDI, SOSP, NSDI, ASPLOS, and ML…

Use when hardening the reproducibility of MLSys performance claims, pinning the full system layer from driver to interconnect, separating…

Use when reasoning about how MLSys peer review works, covering the OpenReview workflow, the mixed ML-and-systems reviewer pool and how…

Use when auditing an MLSys submission for OpenReview readiness, covering the two-column 10-page body excluding references, the separate…

Use when deciding what goes into an MLSys appendix versus the 10-page body, exploiting the venue's unlimited separately-uploaded appendix…

Use when deciding whether a project belongs at MLSys rather than OSDI, SOSP, NSDI, ASPLOS, ATC, EuroSys, or the ML conferences, testing…

Use when revising an MLSys paper's prose and structure, building the measured-bottleneck opening, naming the mechanism instead of listing…

MMO action relay architecture — client intent, server validation, broadcast patterns, thread-safe queues, combat networking

MMO persistence layer — database schema patterns for players, inventories, guilds, quests, and achievements; account/auth systems…

Vector icon libraries ecosystem guide covering 10+ major libraries with

Firebase Firestore specialist covering NoSQL patterns, real-time sync, offline caching, and Security Rules.

Supabase specialist covering PostgreSQL 16, pgvector, RLS, real-time subscriptions, and Edge Functions.

Use when writing a MobiCom rebuttal after round-two reviews or executing a one-shot revision — triaging reviewer points by severity…

Use when preparing an accepted MobiCom paper for publication — de-anonymizing into the double-column final version, discharging every…

Use when building or auditing the related-work of a MobiCom paper — sweeping the SIGMOBILE and networking literature lanes, proving each…

Use when making a MobiCom result reproducible on a different testbed — recording radio, hardware, channel, and mobility provenance as the…

Use when reasoning about where a MobiCom paper sits in the two-round review process — the early-reject cut after round one, the released…

Use when running the final pre-upload audit of a MobiCom submission — confirming the right per-edition HotCRP site and round, the AoE…

Use when deciding what goes in the MobiCom 12-page double-column body versus references, optional appendices, and HotCRP fields — placing…

Use when deciding whether a project belongs at MobiCom or a sibling venue — testing whether the core contribution is a…

Use when planning a MobiCom campaign across the rolling two-deadlines-per-year calendar — deciding which round to target and which edition…