Find the perfect skill

Design & Creativity

Expert landscape designer transforming yards through photo analysis, 3D visualization, seasonal planning, and deep plant knowledge. Specializes in fast-growing privacy screens (including arborvitae pitfalls), architecture-appropriate design, outdoor living spaces, and realistic maintenance expectations. Activate for landscaping, yard design, garden planning, or plant selection projects.

Development

View Shella daemon and plugin logs from ~/.local/state/shella/dev.log. Supports filtering by plugin name, error level, or showing recent lines. Useful for debugging issues, checking what happened, or monitoring plugin output.

Data & AI

Processes survey data including point cloud processing, DTM/TIN generation, coordinate transformation, traverse and level loop adjustment, GNSS data processing, contour generation, and feature extraction. Use it when working with survey data to create terrain models, transform coordinates, or adjust measurements.

Development

Analyze and optimize ORM queries to prevent N+1 problems, add proper indexing, and improve database performance.

DevOps

Trigger-based dispatcher for AXEL core operations. Receives explicit trigger and executes matching workflow with reference document resolution.

Development

Captures screen content from tmux panes to debug terminal sessions, monitor background processes, or inspect command output. Helps when you need to see what is running in another tmux pane without switching to it. Useful for examining scrollback history or checking on long-running processes.

DevOps

Practical guide for adding observability to applications through metrics, counters, and gauges. Covers API endpoints, databases, queues, caching, and locks.

Data & AI

Provides information about MindSpore API call chains and basic knowledge. Useful for questions about mint.* and tensor.* operators, forward/backward operations, and API call sequences.

Documentation

Imports API specifications (OpenAPI, Swagger, GraphQL, AsyncAPI, Protobuf) and configures them for documentation. Automatically detects spec type, validates syntax, resolves references, and generates structured documentation pages. Useful when onboarding an existing API or migrating to a documentation platform.

Communication & Writing

Assists users in navigating Ryan's site, locating relevant sections (jobs, projects, writings, experiments) or specific posts based on their interests. Useful for quickly discovering resources on technical, career, or culture topics.

DevOps

Upgrades NixOS to a new stable release by updating version-pinned flake inputs (e.g., nixpkgs, home-manager) and handling breaking changes. It researches breaking changes for the target release, creates an upgrade plan, and executes the upgrade with verification. Use this when moving from one NixOS release to the next, not for minor flake.lock updates.

Testing

Provides guidelines for writing unit tests using TDD for NG component pattern methods in ace_engine. Covers direct method invocation, state reset, API verification, branch coverage with paired tests, and avoiding common pitfalls like magic numbers or documentation-only tests.