Agent skills

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.

Use when asked to analyze a funnel, find where users drop off, diagnose low conversion or activation rates, design a metrics framework…

Metrics architecture — produce a complete metrics plan given a product description.

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow…

Review a proposed or completed code change for correctness, maintainability, architecture, test evidence, and proportionate performance…

Perform a focused, read-only security review of code, configuration, infrastructure, or a diff.

Generates minimal macOS Seatbelt sandbox configurations.

Manage persistent macOS software installations with Homebrew Bundle, mise, Mac App Store, and fnox.

Generates standalone, interactive HTML presentation decks with WebGL visual backgrounds, presenter mode, and Swiss or magazine editorial…

Build Magento 2 frontend — layout XML, blocks, PHTML templates, ViewModels, themes, JavaScript (RequireJS/KnockoutJS), and LESS/CSS.

Main adaptive language-learning session that mixes skills (writing, speaking, vocabulary, reading) and exercise types based on the…

Run a deep, whole-wiki health-check and maintenance pass on this OKF wiki.

Automate comprehensive market research using web data, competitive analysis, and structured synthesis.

Organize story main line, extract and arrange major plot points by development stage.

Use when reviewing rendered HTML, interactive components, or design-system patterns related to Make modal dialogs keyboard accessible.

Open a pull request for the current feature

Implementing Malga Split (marketplace, facilitator).