Machine learning

AI/ML feature PRD scaffolding for the modern AI product manager.

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs.

This skill should be used when a user reports an issue with OpenHands Enterprise (OHE) on a self-hosted (Replicated VM-based) installation.

Use a live Jupyter kernel for stateful, iterative Python execution via hamelnb.

Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single <script> tag or npm package and lets…

Provides comprehensive guidance for Spring AI including AI model integration, prompt templates, vector stores, and AI applications.

Create and manage webhook subscriptions for event-driven agent activation, or for direct push notifications (zero LLM cost).

Run the deterministic document-coherence gate for topic drift, unanchored inference, and internal contradictions.

Test the grafel docgen LLM-mode loop end-to-end on a single entity.

Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".

Use when PI Assistant needs to classify a context bundle into attention inbox items or ignored groups.

Full-stack diagnostic for agent and LLM applications.

Manages persistent research memory across ideation and experimentation cycles.

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

Parse, typeset, explain, and evaluate research-paper equations, notation, symbols, derivations, losses, objectives, tensor shapes, assumptions, and…

Create or improve a ready-to-use LLM prompt from a user's goal.

Use this skill for internal TypeScript work in the nuxt-ui-tools repository.

Threadlight evals leg: offline batch quality, Foundry Continuous Evaluation and champion-challenger gates.

写中文的时候直接绕开 AI 腔，而不是写完再洗。给 LLM 当写作指令用：喂进题目和文体， 产出的初稿就已经没有模板句式、没有价值拔高骨架、没有等厚段落。 这是六段流水线的第一段。第一段决定文章有没有人味，后面几段只能修，补不出来。 这份文件本身刻意写成它要求的那种中文 ——…

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.

Interactive active-memory ingestion skill for maintaining a persistent, compounding LLM knowledge base (the Memory Wiki).

Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".