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Development

Comprehensive multi-agent code review orchestration tool providing coordinated, specialized analysis across quality, security, architecture, and performance.

Development

Spec-first development with TDD and sub-agent delegation. Write specs before code, generate tests, and delegate implementation to sub-agents.

Testing

Run a manual evaluation loop for the brepjs-cad skill: re-author playground examples, verify with a blind judge, and propose fixes to SKILL.md. No API key required.

Development

Create a new model provider following established patterns. Includes scaffolding, configuration, and testing.

Development

Production patterns for Godot 4.x including signals, state machines, scene architecture, and optimization.

Development

Deep audit of NIFAL, the NIF Abstraction Layer's canonical translation tier. Enforces single translate() boundary, no fabrication, no render-time fallback across per-game NIF categories.

Development

Error handling pattern for Supabase Studio: classification, UI rendering, and troubleshooting with reusable components.

Development

Review a skill for clarity, trigger quality, and maintainability.

Content

Lint content for spelling errors, en-GB compliance, and writing quality. Use when checking markdown files before publication.

Data & AI

Clusters vectors by semantic similarity using ruvector, leveraging graph community detection (spectral/Louvain) over a code graph.

Testing

Drives a reserved Kobiton device from natural language intent, running an Appium automation session with an observe-decide-act loop.

Development

Best practices for Gemini API caching, including cache versioning, entity-stable keys, and cache busting to reduce costs and improve latency.