Machine learning

INVOKE THIS SKILL when creating evaluation datasets, uploading datasets to LangSmith, or managing existing datasets.

INVOKE THIS SKILL when working with LangSmith tracing OR querying traces.

Design agent tools from JSON Schema to error handling and MCP exposure, writing LLM-legible descriptions, validation, and token-efficient interfaces that…

Security hardening audit for web apps, APIs, and LLM integrations.

Deploy a Ray Serve LLM model on KubeRay as a RayService — given an existing EKS/GKE/AKS cluster with the KubeRay operator already installed (e.g.

Use for SEO, GEO, and AEO work: keyword research, on-page optimization, AI-citation readiness, technical SEO audits, content gap analysis, competitor…

Fetch public web pages with Jina AI Reader API and convert them into LLM-friendly Markdown.

Comprehensive AI leaderboard for LLM models and AI applications.

Sanitize, validate, and repair malformed JSON from LLM outputs.

Use autocli CLI to interact with 55+ social/content websites (HackerNews, Reddit, Twitter/X, Bilibili, Zhihu, Weibo, Xiaohongshu, YouTube, Medium, Substack…

Use when running GlyphSteer's DENSE regime — embedding-based emoji steering via the containerized ONNX sidecar.

Start and test the prime-rl inference server.

Expert guide for LadybugDB — an embedded, in-process property graph database using openCypher.

Complete Open WebUI API integration for managing LLM models, chat completions, Ollama proxy operations, file uploads, knowledge bases (RAG), image generation…

Multi-query research tool with LLM-ranked results and freshness control.

Web search with LLM-ranked results and freshness control.

Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation.

Async deep research via Gemini Interactions API (no Gemini CLI dependency).

Build automated AI workflows combining multiple models and services.

Create AI avatar and talking head videos with OmniHuman, Fabric, PixVerse via inference.sh CLI.

Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI.

Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs.

Generate AI videos with Google Veo, Seedance, Wan, Grok and 40+ models via inference.sh CLI.

AI voice generation, text-to-speech, and voice synthesis via inference.sh CLI.