Agent skills for Devin Desktop

Show the current MLflow tracing configuration for Claude Code.

Design or audit a model-agnostic evaluation harness for an LLM or multimodal LLM on a clinical task (radiology report generation, visual…

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

When to activate: MLOps, DVC, model versioning, drift detection, Evidently, WhyLogs, retraining, ML CI/CD, model monitoring

Use when packaging an accepted MLSys paper's code, configs, and measurement scripts for the venue's post-acceptance artifact evaluation…

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

MMO zone architecture — spatial partitioning, area of interest, zone transitions, instancing, load balancing

Kotlin 2.0+ development specialist covering Ktor, coroutines, Compose Multiplatform, and Kotlin-idiomatic patterns.

Neon serverless PostgreSQL specialist covering auto-scaling, database branching, PITR, and connection pooling.

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

Use when drafting or revising a MobiCom paper for house style — putting the wireless/mobile mechanism and its operating regime on the…

Mobile accessibility compliance expert for VoiceOver, TalkBack, Dynamic Type, and WCAG mobile guidelines.

Mobile app debugging for iOS, Android, cross-platform frameworks.

Generate premium app-native mobile screen images and coherent multi-screen flows for iOS, Android, or cross-platform products.

Design high-quality mobile app UI/UX screens, flows, and components.

Abuse the trust a backend places in its mobile client during an authorized assessment.

Demonstrate Insufficient Binary Protections (OWASP Mobile Top 10 M7) during an authorized mobile assessment — bypassing an app's…

Checkpoint workflow for mobile development safety.

Context compaction strategies for large Android codebases.