Agent skills for VS Code

Manages lightweight, folder-based Markdown knowledge bases with fast offline vector search, BM25 indexing, and automated AI note ingestion.

LLMs and Generative AI: 83 concepts, no maths assumed.

Generates Docker and docker-compose configuration for multi-container development

Configures CORS policy for development and production environments.

Write a load and performance testing plan for a service.

Run plan → still → video → audit fully local.

Guides users through the process of preparing datasets and fine-tuning local Large Language Models (LLMs) using techniques like LoRA and…

Set up and manage local skills for automatic matching and invocation

Use when implementing localization (i18n/l10n) — TranslationServer, CSV/PO translation files, locale switching, RTL support, and…

Use when localizing apps, using String Catalogs, generating type-safe symbols (Xcode 26+), handling plurals, RTL layouts, locale-aware…

Designs location-based augmented reality experiences with geospatial anchoring, GPS integration, and real-world interactive overlays.

Run Python code in the cloud with serverless containers, GPUs, and autoscaling.

Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes.

Loket.nl integration via Apideck's HRIS unified API — same methods work across every connector in HRIS, switch by changing `serviceId`.

Long-form and episodic video production pipeline (1-10 min, YouTube/web).

OpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales.

Tracking AI product quality over time — drift, degradation, and improvement.

Use when building anything whose success is judged by eye rather than by tests - generative or procedural visual output, UI look and feel…

Evaluate-Loop Step 4: EVALUATE EXECUTION.

Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters.

Optimizes code navigation by prioritizing Language Server Protocol (LSP) tools for precise symbol tracking and structural analysis.