Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state management and `@Observable` data flow, view…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Test-Driven Development workflow principles.
Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements.
When to activate: Sidekiq, background jobs, idempotent jobs, sidekiq_retry_in, job retries, unique jobs, ActiveJob, queue monitoring, Ruby…
Analyzes Amazon keyword search volume history, ABA rank trends, and click or conversion concentration metrics via the SIF API.
Analyzes Amazon keyword traffic share, top ASIN distribution, ad structures, and market competition using Wenmai SIF data.
Use when packaging an ACM SIGCOMM paper's code, traces, topologies, and configuration for the artifact-evaluation committee — choosing ACM…
Use when drafting an ACM SIGCOMM rebuttal or executing a shepherd-run one-shot revision — triaging reviewer issues, writing a…
Use when preparing an accepted ACM SIGCOMM paper for the TAPS proceedings — clearing shepherd sign-off in HotCRP, uploading the final PDF…
Use when designing or auditing ACM SIGCOMM experiments — climbing the evidence ladder from microbenchmarks to testbed and trace replay to…
Use when positioning an ACM SIGCOMM submission against the networking literature — sweeping SIGCOMM, NSDI, MobiCom, CoNEXT, IMC, and…
Use when strengthening the reproducibility evidence of an ACM SIGCOMM paper — topology and testbed ledgers, traffic workload and trace…
Use when explaining or planning around ACM SIGCOMM peer review — double-blind HotCRP reviewing, the early-reject cut for consensus…
Use when organizing the material around an ACM SIGCOMM paper — deciding what lives in the 12-page body versus references versus optional…
Use when deciding whether a project is a strong ACM SIGCOMM fit, choosing the research versus experience track, identifying the…
Use when pursuing the Graphics Replicability Stamp (GRSI) or Code Replicability in Computer Graphics (CRCG) recognition for an accepted…
Use when designing or auditing the evaluation of a SIGGRAPH / TOG paper, covering head-to-head comparisons against the strongest prior…
Use when building the reproducibility story for a SIGGRAPH / TOG paper, covering deterministic result regeneration, scene/mesh/weight…
Use when planning the SIGGRAPH / TOG supplemental package, especially the results video that reviewers weight heavily, plus comparison…
Use when an accepted SIGIR paper must become the ACM Digital Library version of record — de-anonymizing the sigconf source, CCS concepts…