Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Flag AuthN/AuthZ relaxation — webhook token skipping, failurePolicy Ignore, missing SubjectAccessReview, wildcard RBAC, privileged pod specs (CWE-269, CWE-287, CWE-306, CWE-862, CWE-863).
Flag information-disclosure patterns — full-object logging, request echoing, credentials in status/annotations, kubeconfig logging, secret-bearing status (CWE-200, CWE-522, CWE-532, CWE-552).
Flag integration adapters reading credential-like fields from third-party CRDs without treating them as untrusted (RayCluster, SparkApplication, JobSet).
Trace workload lineage to pods. Use when a user wants to trace lineage across any tier such as workload to pods, pod to workload, or job to workload. The user may provide a resource at any level (Workload, Job, Pod, JobSet, etc.) and this skill produces the full tree from Workload down to Pods.
Identify what preempted a workload. Use when a user asks why their workload was evicted or preempted, or wants to identify what preempted it. Investigates Kubernetes events, workload status conditions, and controller logs to trace preemption.
Flag supply-chain hygiene gaps — unpinned image refs, TLS bypass, unjustified go.mod replace directives, curl|sh, moving-tag GitHub Actions (CWE-295, CWE-494).
Build and manage a kind cluster for Workload-Aware Scheduling (WAS) e2e tests. Use when the user wants to set up, run tests against, or tear down a WAS test cluster built from Kubernetes main.
Flag webhook safety regressions — loosened failurePolicy, shortened timeoutSeconds, TLS bypass paths, non-idempotent mutating webhooks.
LoRaWAN and sub-GHz (433 / 868 / 915 MHz) attack methodology — LoRaWAN ABP/OTAA join attack, network/session key reuse, frame counter replay, downlink injection on TTN/Helium-style networks, sub-GHz protocol replay (KeeLoq garage doors, fixed-code remotes, TPMS spoofing, smart plug telemetry), HackRF / RTL-SDR / Flipper Zero workflows, signal analysis with Inspectrum / Universal Radio Hacker, and reconstruction of proprietary packet formats. Use for LoRaWAN deployments (smart cities, asset tracking, industrial telemetry), or any wireless device using the unlicensed 433/868/915 MHz bands (garage openers, doorbells, IoT sensors, RC equipment).