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Prefer MonadIO and MonadUnliftIO type classes over using IO directly, and avoid redundant liftIO. Use when writing or reviewing Haskell IO actions, monad transformers, or type class abstractions.

Generate images with xAI's Grok image models (grok-2-image / grok-2-image-1212). Use when the user asks for Grok-generated images, mentions xAI image generation, or wants an OpenAI-compatible image API alternative. Generation only — Grok image models do not support edit, mask, or reference-image inputs.

A skill for writing voice authentication and AI-smell elimination. It activates when the user wants AI-generated writing to sound specifically like them, analyzing a writing sample to replicate their unique style.

Avoid using any type in TypeScript. Use unknown, generics, or proper type definitions instead. Use when writing or reviewing TypeScript type annotations.

Avoid overusing threadDelay because time-dependent code is unstable and unportable. Prefer synchronization variables like TMVar or retry combinators. Use when writing or reviewing Haskell code that delays threads, waits, or polls.

Explicitly enumerate Haskell module exports instead of exporting everything implicitly, and use re-export sparingly. Use when writing or reviewing Haskell module export lists.

Explores sequence motifs and protein domains, covering PWM construction and scanning, information content, sequence logos, PROSITE patterns, and Pfam/HMMER concepts.

Target voice and style mimicry skill. It copies any external writing style, such as a brand or public figure, from provided samples.

Use when generating documentation from a codebase, creating architecture docs, building an Obsidian vault from code, or when someone asks to document or explain a project's structure

PWM/PFM/PPM construction, scoring, scanning, information content, sequence logos, and PROSITE pattern conversion.

Safe Create/Read/Update/Delete operations for Obsidian Vault notes. Implements atomic writes, advisory locking, concurrent edit detection, and lossless YAML frontmatter handling. Use when reading, writing, updating, or appending to any vault note.

Use when the user wants to "interpret results", "explain the solution", "what does this mean", "translate to business language", "present findings", "sensitivity analysis", "what-if analysis", "how robust is this", "visualize the result", "make a recommendation", or needs to translate a mathematical solution back into real-world meaning, actionable insights, and stakeholder-ready communication. Th