Ai skills

This skill scaffolds Dagster assets, schedules, sensors, and integrations from natural language requests, generating precise scaffold commands and guidance.

This skill helps evaluate interface design from a UX perspective, offering actionable critiques on hierarchy, IA, emotion, and usability.

This skill designs and refines onboarding flows to help new users reach value quickly with clear guidance and empty-state optimization.

This skill helps you create and manage a Dagster workspace for multiple projects, streamlining multi-project setup and organization.

This skill helps you quickly create and scaffold a new Dagster project with recommended structure and setup.

This skill helps you implement offline content recommendations using SQLite and vector embeddings to deliver fast, scalable related posts.

This skill downloads YouTube content including transcripts and audio, enabling transcription, subtitle extraction, and MP3 tagging across playlists.

This skill helps you generate many creative ideas, cluster them by theme, and converge on top options with structured criteria.

This skill designs neural network architectures that respect validated symmetry groups, delivering efficient, robust models with improved generalization.

This skill helps you identify false dichotomies, steelman opposing views, map underlying tradeoffs, and synthesize a principled third way.

This skill maps identified symmetries to mathematical groups and outputs an architecture-ready symmetry specification.

This skill helps you empirically test symmetry hypotheses in your data or model, providing protocols and metrics to validate invariance and equivariance.

This skill helps you verify that your implemented model respects intended symmetries by providing tests and debugging guidance for equivariance.

This skill helps identify and remove cognitive biases in reasoning by guiding you through reversal tests, scope checks, and bias audits.

This skill guides learners through guided discovery using Socratic questioning and scaffolding to build deep understanding and problem-solving abilities.

This skill converts probabilities into actions like bet sizing and hedging, optimizing edge, calibration, and decision rules for betting strategy.

This skill helps you design organizational structures, map stakeholders, define team interfaces, and assess maturity to guide effective change.

This skill fetches and extracts clean, readable content from web pages using Jina Reader, returning title, text, and metadata for analysis.

This skill identifies the artifact, elicits two to three quality criteria, and outputs a setup brief to guide refinements.

This skill guides Mastra development by teaching how to verify current APIs, locate embedded or remote docs, and build robust agents and workflows.

This skill summarizes long text into concise bullet points and a statistics report to save time and improve comprehension.