Machine learning

Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores.

Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference).

Pick the serving stack and per-runtime memory flags (vLLM, SGLang, llama.cpp, TensorRT Edge-LLM) for an LLM/VLM workload on any NVIDIA Jetson.

Public-safe preliminary screen for challenges to the impartiality of an AI evaluator, LLM-as-a-judge, decision-support agent, or adjudicative system based on…

LLM / AI application attack hunting - prompt injection (direct + indirect), excessive agency, insecure output handling, system-prompt + data leakage.

Use when building or maintaining a personal LLM-powered knowledge base.

Use this skill when an application owns tool or LLM/provider call sites and needs to wrap them with NeMo Relay scopes and managed execution APIs for lifecycle…

Benchmark Jetson LLM/VLM serving performance across vLLM, llama.cpp, and Ollama with structured JSON output.

AI 视频生成全流程：通过 6 个阶段（剧本→角色/场景设计→分镜→参考图→视频生成→后期剪辑）将用户想法转化为完整视频。支持临时工作台（单独调用 LLM、VLM、文生图、图生图、视频生成）。触发词：视频生成、AI视频、AIGC、创作视频、制作视频、AI画图。

Audit websites for SEO, performance, security, technical, content, and 15 other issue cateories with 230+ rules using the squirrelscan CLI.

Fetch weather/climate data via Earth2Studio data sources for specific variables and times.

Find Earth2Studio models, data sources, and examples for a weather/climate use case.

Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment.

Stand up vLLM or SGLang serving on Jetson, using upstream vLLM on Thor and Orin JetPack 7.2+, and NVIDIA-AI-IOT vLLM on older Orin.

Attach judges to config variations for automatic LLM-as-a-judge evaluation.

八字四柱命理分析工具，属于 fortune-telling-skills 运势测算套件。基于子平真诠体系， 通过出生年月日时推算四柱八字、十神关系、五行旺衰、大运流年，揭示命局格局和人生走向。 排盘为确定性计算 + LLM 综合解读，无外部 API 依赖。…

Verification-first habit for brayness.

Create, validate, and enrich Open Knowledge Format (OKF) bundles — the open spec for representing organizational knowledge as markdown files with YAML…

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI…

Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub…

容器安全深度攻防测试专业技能（v3.0高级版）：Docker/K8s全攻击面覆盖、2025-2026最新容器逃逸CVE深度利用（runc/containerd/kernel面）、K8s完整攻击链（API Server未授权→RBAC提权→kubelet…

移动应用安全深度测试专业技能（v3.0）：移动端深层攻击链（App→API→后端→云）、Android/iOS深度逆向与动态调试、Frida全面对抗与加固脱壳、iOS越狱检测绕过/ObjC Runtime/LLDB调试/证书固定绕过、跨平台框架漏洞（Flutter/React…

Use Langfuse for LLM observability and evaluation and look up Langfuse documentation.

AI-first application patterns, LLM testing, prompt management