Machine learning

Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change.

Use verified service mesh patterns for AI inference traffic management, mTLS, canary releases, policy enforcement, and cross-cluster resilience.

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub.

Pick the right serving container for a SageMaker model deployment and find its current image URI.

Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding model for retrieval, similarity…

Use ElevenLabs Realtime models (`eleven_realtime_v1_mini`, `eleven_realtime_v1_max`), the low-latency models built for voice conversation.

Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI…

Manage Venice API keys.

Call POST /embeddings on Venice.

Discover Venice models, their capabilities, constraints, and pricing.

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, the AI Gateway, and Realtime.

Use when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model to use, or wants to compare models by…

One API and one credential for frontier and open-source LLMs and embedding models, built into your Neon branch and powered by Databricks.

openloomi HTTP API reference (local-first, served from the OpenLoomi Desktop app at http://localhost:3414).

Use Netlify AI Gateway to call OpenAI, Anthropic Claude, Google Gemini, TypeSafe (Jev), or OpenRouter-hosted models (xAI/DeepSeek/Meta/Mistral/Qwen) from…

Suede AI code review and A-F ship grade for a diff, PR, branch, or commit range: findings ranked P0-P3 with file:line evidence and a fix path, an A-F grade…

Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet…

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。

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.

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.

云安全深度攻防与审计专业技能（v3.0）：AWS/Azure/GCP/阿里云全平台配置审计与云上渗透、IAM深度攻击（策略混淆代理/OIDC信任滥用/sts:AssumeRoot/21种提权路径）、云原生完整攻击链（元数据→IAM横向→数据泄露→权限提升）、容器与K8s逃逸、Serverless/Lambda注入、托…