Investigate environment variables that can be set when building Python wheels for a given project. Analyzes setup.py, CMake files, and other build configuration files to discover customizable build environment variables.
Analyze Python package build complexity by inspecting PyPI metadata. Evaluates compilation requirements, dependencies, distribution types, and provides recommendations for wheel building strategies.
Resolve the full install-time dependency tree for a Python package. Use when the user needs all transitive dependencies, full dependency list, or install requirements resolved for a specific Python version with environment markers.
Check whether a Python package license is compatible with redistribution in Red Hat products, using the Fedora License Data as the authoritative policy source. Produces a structured six-field verdict with escalation guidance for non-trivial cases.
Builds and packages Bitrix24 static local application archives from this project. Use when the user asks to generate a static app zip, debug 404 on app_local/index.html, or validate archive structure for Bitrix24 upload.
Initialize Remember Second Brain structure and configuration
Secret management patterns for the Kubernetes homelab platform. Covers secret-generator, ExternalSecret, app-secrets Terragrunt module, and cross-namespace replication via kubernetes-replicator. Use when: (1) Adding secrets for a new application, (2) Deciding between secret-generator and ExternalSecret, (3) Configuring cross-namespace secret replication, (4) Creating persistent secrets via the app-secrets Terragrunt module, (5) Debugging secret sync failures. Triggers: "secret", "ExternalSecret", "secret-generator", "aws ssm", "parameter store", "kubernetes-replicator", "replicate secret", "app-secrets", "persistent secret", "cross-namespace secret", "secret not syncing", "ClusterSecretStore"
Query Loki API for cluster logs and debugging. Use when searching logs for errors or patterns, investigating pod or service issues, querying Kubernetes events, debugging Flux reconciliation, or running LogQL queries. Triggers: "check logs", "search logs", "query loki", "logql", "tail logs", "kubernetes events", "log errors", "find in logs", "debug logs"
Open-world and environment specialist - Masters UE5 World Partition, Landscape, procedural foliage, HLOD, and large-scale level streaming for seamless open-world experiences
Production-grade Kubernetes manifests and debugging for containerized applications. This skill should be used when users ask to deploy to Kubernetes, create K8s manifests, containerize for K8s, set up Deployments/Services/Jobs/StatefulSets/CronJobs, create namespaces with resource quotas, set up multi-team isolation, configure ResourceQuota/ LimitRange, secure with RBAC (ServiceAccount, Role, RoleBinding), configure init containers (model download, db wait, migrations), set up sidecars (logging, metrics), or debug pods (CrashLoopBackOff, logs, exec, describe, events). Auto-detects from Dockerfile/code, generates hardened manifests with educational comments. CKAD-aligned.
Production-grade Helm 4 chart development, release management, and debugging. This skill should be used when users ask to create Helm charts, deploy with Helm, manage releases (install/upgrade/rollback), push charts to OCI registries, debug failed deployments, configure chart dependencies, create umbrella charts, set up GitOps with ArgoCD/Flux, or troubleshoot Helm issues. Auto-detects from Dockerfile/code, generates production-hardened charts with library patterns. Complements kubernetes skill.
Apache Kafka on Kubernetes with Strimzi (KRaft mode, no ZooKeeper). This skill should be used when users ask to deploy Kafka clusters, build producers/consumers, implement event-driven patterns, or debug Kafka issues. Includes tested manifests and Makefile for one-command deployment.
Visual effects and material specialist - Masters Unity Shader Graph, HLSL, URP/HDRP rendering pipelines, and custom pass authoring for real-time visual effects
Use radical self-inquiry to uncover unconscious patterns that sabotage your leadership, team dynamics, and personal well-being. Apply this when you feel stuck in recurring problems, overwhelmed by "busyness," or when your team is failing to meet expectations despite having technical talent.
Use when working on beads from a specific epic, or when asked to "do a bead from <epic-id>". Claims the next available bead from the epic, works it with jj rhythm, verifies, and closes it.
Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery planning.
A framework for evaluating your relationship with work and exploring unconventional career directions. Use this when feeling burnt out by the "default path," during a sabbatical, or when trying to identify what specific types of work actually energize you versus drain you.
Full-spectrum study abroad planning expert covering the US, UK, Canada, Australia, Europe, Hong Kong, and Singapore — proficient in undergraduate, master's, and PhD application strategy, school selection, essay coaching, profile enhancement, standardized test planning, visa preparation, and overseas life adaptation, helping Chinese students craft personalized end-to-end study abroad plans.
