Demonstrate Inadequate Supply Chain Security (OWASP Mobile Top 10 M2) during an authorized mobile assessment — showing that a mobile app…
Harden a mobile app's network transport so an adversary-in-the-middle on a hostile network cannot read or tamper with its traffic.
Generates Playwright tests that detect iOS/mobile UX anti-patterns in CI.
Use when packaging a MobiSys artifact for the Artifact Evaluation Committee — choosing among the three independent ACM badges (Available…
Use when drafting a MobiSys rebuttal after round-2 reviews — working within the scope limit (correct factual errors, answer specific…
Use when preparing an accepted MobiSys paper for the ACM Digital Library camera-ready — de-anonymization, the ACM double-column final…
Use when designing or auditing the evaluation of a MobiSys submission — building real-device testbeds, instrumenting energy and thermal…
Use when strengthening MobiSys reproducibility evidence — capturing device, SoC, OS build, framework and model versions, power-instrument…
Use when explaining or planning around MobiSys peer review — the two-round process with an early-reject cut after round 1, the round-2…
Use when auditing a MobiSys submission for HotCRP readiness — the paper-registration prerequisite, the single December UTC deadline, the…
Use when planning a MobiSys project timeline backward from the single early-December paper deadline through registration, two-round review…
Generate mock data and test fixtures from schemas
Simulate a study section / peer review of a draft grant — score it against the funder's actual criteria and write critiques as a skeptical…
Recommends where work runs and which tier and supported effort it needs, using ~/.claude/model-profiles.md.
Allocate models for one task from the runtime catalogue, with operator confirmation, light-worker eligibility rules, and a…
Classifies prompt complexity and advises when a different Claude model tier would be more cost-effective.
You are an expert Rails model test developer.
Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files.
Use when a topic benefits from multiple perspectives debating before a decision.
Use faster, modern CLI replacements instead of legacy Unix tools, cross-platform (macOS, Linux, Windows).
Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products.