Audit observability: error tracking, logging, health checks, analytics. Outputs structured findings. Use log-observability-issues to create issues. Invoke for: monitoring audit, logging review, alerting gaps.
Tracks Joint Commission/HFAP/DNV accreditation standards compliance with survey preparation. Use when preparing for accreditation, tracking standards compliance, or managing survey readiness.
Monitor DX clusters for rare station spots, track active DX expeditions, and get daily band activity digests for amateur radio operators.
Track baby sleep, feeding, diapers, and growth via the Huckleberry CLI. Use when the user asks about logging baby activities, starting/stopping sleep, bottle feeding, diaper changes, or growth measurements.
Test lead magnets for effectiveness to optimize lead generation and conversion rates.
Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform
Add or update Braintrust SDK instrumentation. Use when working on instrumentation of any kind - like wrappers, auto-instrumentation configs, tracing channels, provider plugins, vendored SDK typings, or instrumentation-specific tests.
The science of learning through controlled experimentation. A/B testing isn't about picking winners—it's about building a culture of validated learning and reducing the cost of being wrong. This skill covers experiment design, statistical rigor, feature flagging, analysis, and building experimentation into product development. The best experimenters know that every test, positive or negative, teaches something valuable. Use when "a/b test, experiment, hypothesis, statistical significance, sample size, feature flag, variant, control, treatment, p-value, conversion rate, test winner, split test, experimentation, testing, statistics, feature-flags, hypothesis, growth, optimization, learning, validation" mentioned.
Track books, articles, and reading progress with curation and note-taking
Tracks surgical drain output with removal criteria and complication recognition. Use when monitoring drains, documenting drain output, or determining drain removal timing.
Tracks sepsis bundle compliance with lactate timing, fluid resuscitation, and antibiotic administration. Use when managing sepsis protocols, tracking bundle elements, or documenting sepsis care.
Use this skill when working with Datto RMM audit data - hardware inventory, software inventory, network interfaces, and system information. Covers device audit retrieval, ESXi host audits, printer audits, and audit data freshness tracking.
Evaluates specimen adequacy and rejection criteria with pre-analytical quality documentation. Use when assessing specimen quality, documenting rejection reasons, or managing pre-analytical errors.
Monitors state-specific healthcare regulatory requirements including licensing, reporting, and scope of practice. Use when tracking state regulations, managing licensure requirements, or monitoring regulatory changes.
Documents goniometric measurements with active/passive ROM and comparison to normative values. Use when measuring joint ROM, documenting mobility assessments, or tracking ROM progress.
Interprets telemetry rhythm strips with documentation requirements and escalation criteria. Use when monitoring telemetry, documenting rhythm interpretations, or recognizing alarm conditions.
Tracks OSHA healthcare requirements including bloodborne pathogen, TB, and violence prevention programs. Use when managing OSHA compliance, implementing safety programs, or documenting exposure incidents.
Structures SOX compliance with control documentation, testing, and deficiency evaluation. Use when managing SOX compliance, testing internal controls, or evaluating control deficiencies.
Instrument LLM applications with Langfuse tracing. Use when setting up Langfuse, adding observability to LLM calls, or auditing existing instrumentation.
Instruments running binaries using Frida's dynamic analysis toolkit. Use when tracing function calls at runtime, hooking APIs, inspecting process memory, enumerating loaded modules, or performing instruction-level tracing on live processes.
Manage test data with factories, fixtures, isolation strategies, and cleanup to prevent test pollution.
강의 섹션 완료 시 다음 섹션으로 전환하는 공통 패턴 — 섹션 완료 확인, 남은 시간 표시, 다음 섹션 진행 여부 확인. Use when transitioning between sections, pacing lecture, or checking progress.
