Machine learning

Wire an application to heylook (heylookitsanllm), a local multimodal LLM server on Apple Silicon serving MLX and gguf models over one Anthropic…

Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation.

Generate ASCII art using pyfiglet (571 fonts), cowsay, boxes, toilet, image-to-ascii, remote APIs (asciified, ascii.co.uk), and LLM fallback.

Hugging Face Hub CLI (hf) — search, download, and upload models and datasets, manage repos, query datasets with SQL, deploy inference endpoints, manage Spaces…

Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking.

llama.cpp local GGUF inference + HF Hub model discovery.

End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission.

Use this skill for web search, extraction, mapping, crawling, and research via Tavily’s REST API when web searches are needed and no built-in tool is…

Set up Actual Computer (actual.inc) inference in Hermes.

Run 150+ AI apps (image, video, LLM) via inference.sh CLI.

Paranoid red-team analyst for large language models — scans applications that call large language models for findings from the OWASP Top 10 for Large Language…

Validates data quality across pipelines, schemas, and warehouses using the six data-quality dimensions.

Validates feature store configurations, feature definitions, freshness, lineage, and online/offline consistency.

Breaks your own code, artifacts, and configuration like an attacker to find gedik — so they can be closed.

Kendi kodunu, artefaktini ve yapilandirmani bir saldirgan gibi kirarak GEDIK bulur - bulunsun ki kapatilabilsin.

Wire a System One model (Jev, or an open reproduction like Von) into a product feature — routing, guardrails, scoring, classification.

Chat / code generation via tproxy using OpenAI /v1/chat/completions, Anthropic /v1/messages, or OpenAI Responses.

Use the InfiniSynapse CLI (`agent_infini`) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files.

Chat / code generation via tokenhop using OpenAI /v1/chat/completions or Anthropic /v1/messages format with streaming + auto-fallback combos.

Generate vector embeddings via tokenhop /v1/embeddings using OpenAI / Gemini / Mistral / Voyage / Nvidia / GitHub embedding models for RAG, semantic search…

Speech-to-text via tokenhop /v1/audio/transcriptions using OpenAI Whisper / Groq / Gemini / Deepgram / AssemblyAI / NVIDIA / HuggingFace models.

Provides AI and machine learning techniques for CTF challenges.

Use when operating or debugging the .minions LLM proxies.

Source-of-truth reference for the Crusoe x Cerebral Valley "Recursive Agents Hackathon" (Sat Oct 17, 2026, San Francisco) and for building on Crusoe Managed…