Marketing and Growth

Comprehensive guide to running ML workloads across clouds with automatic cost optimization using SkyPilot.

This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.

TransformerLens is the de facto standard library for mechanistic interpretability research on GPT-style language models. Created by Neel Nanda and maintained by Bryce Meyer, it provides clean interfaces to inspect and manipulate model internals via HookPoints on every activation.

OPC (Orchestrated Parallel Claude) extends Claude Code - it does NOT replace it.

This skill covers using LM Studio as the embedding provider for GrepAI, offering a user-friendly GUI for managing local models.

Comprehensive performance optimization guide for Tailwind CSS v4 applications. Contains 44 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.

TaskOutput floods the main context window with agent transcripts (70k+ tokens).

Source details, install context, and public review data are available on the full page.

All reference files are relative to the location of this SKILL.md file.

Source details, install context, and public review data are available on the full page.

Index artifacts when they're created, not at batch boundaries.

Fast, AI-powered codebase search using WarpGrep. 20x faster than traditional grep.

Build AI agents in Python using the Agentica framework. Agents can implement functions, maintain state, use tools, and coordinate with each other.

When implementing SDK features or debugging provider-specific issues, check reference implementations.

File naming: *.remote.ts for remote function files

Implement comprehensive authentication strategies for APIs including JWT tokens, OAuth 2.0, API keys, and session management with proper security practices.

Search Mathlib for lemmas by type signature pattern.

Design and configure API gateways to handle routing, authentication, rate limiting, and request/response transformation for microservice architectures.

Implement effective caching strategies to improve application performance, reduce latency, and decrease load on backend systems.

Search across 3000+ packages (npm, PyPI, Crates, Go) and indexed sources for documentation and code examples.

A design system is a structured set of components, guidelines, and principles that ensure consistency, accelerate development, and improve product quality.

GeoPandas extends pandas to enable spatial operations on geometric types. It combines the capabilities of pandas and shapely for geospatial data analysis.

Mamba is a state-space model architecture achieving O(n) linear complexity for sequence modeling.

Identify what state a story is in and what it needs to move forward. This is not a linear process but a diagnostic model: Assess → Diagnose → Intervene → Reassess.