Data & Analysis 数据分析 Skills Hub

最大方的证券公司，每天1000次调用，注册即可

AI动态投研终端

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国信证券官方金融skills，每天限制调用50次

汇聚同花顺官方与开源社区优秀的Skills，兼容OpenClaw 等主流平台

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开源免费的股票行情数据API，不稳定

长桥证券官方Skill，支持OpenClaw、Claude Code、Cursor 等

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AI玩转美股市场

为 Agent 提供可靠的网页抓取、搜索和浏览器自动化能力。

面向 AI 工作流的 PageSpeed Insights 与 Lighthouse CLI，用于 Core Web Vitals 审计、性能修复、SEO 优化和前后对比验证。

用于诊断、优化和修复 Google Search Console 索引问题的一键 AI 自动化工具。

面向 loop engineering 的 inference-native tokenmaxxing agent harness，支持 slash-command 闭环、验证证据、记忆、上下文控制和路由可见性。

生成架构图、工作流、时序图、数据流和生命周期图，输出带 SVG、明暗主题切换及 PNG、JPEG、WebP、SVG 导出的独立 HTML。

创建可编辑的 Draw.io 架构图、UML、SysML、BPMN、网络、基础设施、机器学习模型图和思维导图，并支持本地导出 PNG、SVG、PDF 与 JPG。

基于来源证据的投资研究工作流，用于寻找供应链瓶颈、绘制科技产业链、筛选 A 股、港股与美股，并对投资论点做压力测试；不执行交易。

来自 Awesome Agent Skills「Official Claude Skills」集合：Developing Gemini-powered apps on Google Cloud Vertex AI using the Gen AI SDK。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird project guidelines for datasources, pipes, endpoints, and SQL。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird CLI usage guidelines and commands。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird Python SDK usage guidelines。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird TypeScript SDK usage guidelines。

来自 Awesome Agent Skills「Official Claude Skills」集合：Implement Terraform Provider resources and data sources using the Plugin Framework。

来自 Awesome Agent Skills「Official Claude Skills」集合：Discover existing cloud resources and bulk import them into Terraform state。

来自 Awesome Agent Skills「Official Claude Skills」集合：Manage infrastructure across multiple environments, regions, and cloud accounts。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for Neon Serverless Postgres。

来自 Awesome Agent Skills「Official Claude Skills」集合：Claimable Postgres database provisioning with Neon。

来自 Awesome Agent Skills「Official Claude Skills」集合：Optimize Neon Postgres egress and data transfer。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for working with ClickHouse。

来自 Awesome Agent Skills「Official Claude Skills」集合：Drop-in pandas replacement with ClickHouse performance across 16+ data sources。

来自 Awesome Agent Skills「Official Claude Skills」集合：In-process ClickHouse SQL engine for Python — query files, databases, and cloud storage without a server。

来自 Awesome Agent Skills「Official Claude Skills」集合：Design ClickHouse architectures and translate best practices into workload-specific decisions。

来自 Awesome Agent Skills「Official Claude Skills」集合：Deploy to ClickHouse Cloud and migrate from local setups with clickhousectl。

来自 Awesome Agent Skills「Official Claude Skills」集合：Spin up a local ClickHouse development environment from zero with clickhousectl。

来自 Awesome Agent Skills「Skills by Venice.ai」集合：Balance, usage, and billing analytics endpoints。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Build stateful AI agents with scheduling, RPC, and MCP servers。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Comprehensive Cloudflare platform skill covering Workers, Pages, storage, AI, networking, security, and IaC。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Send transactional email and route inbound mail with Cloudflare Email Sending and Email Routing。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Stateful coordination with RPC, SQLite, and WebSockets。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Build sandboxed applications for secure, isolated code execution on Workers。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Audit Core Web Vitals and render-blocking resources。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Review and author Workers code against production best practices and wrangler.jsonc conventions。

来自 Awesome Agent Skills「Skills by Cloudflare Team」集合：Deploy and manage Workers, KV, R2, D1, Vectorize, Queues, Workflows。

来自 Awesome Agent Skills「Skills by Netlify Team」集合：Key-value object storage for files and data。

来自 Awesome Agent Skills「Skills by Expo Team」集合：Network requests, API calls, caching, and offline support。

来自 Awesome Agent Skills「Skills by Hugging Face Team」集合：Browse and query HF datasets with the Dataset Viewer API。

来自 Awesome Agent Skills「Skills by Hugging Face Team」集合：Create and manage datasets with configs and SQL querying。

来自 Awesome Agent Skills「Skills by Hugging Face Team」集合：Publish papers on HF Hub with model/dataset links。

来自 Awesome Agent Skills「Security Skills by Trail of Bits Team」集合：Search and extract data from Burp Suite project files。

来自 Awesome Agent Skills「Skills by Sentry team for their dev team.」集合：Full Sentry SDK setup for Cloudflare Workers, Pages, Durable Objects, Queues, and Workflows。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Design well-architected Azure cloud systems。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Document text, table, and data extraction。

来自 Awesome Agent Skills「Skills by Microsoft」集合：MongoDB Atlas as ARM resources。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Azure Cache for Redis provisioning。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Full-text, vector, and hybrid search。

来自 Awesome Agent Skills「Skills by Microsoft」集合：NoSQL key-value table storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：NLP: sentiment, entities, key phrases。

来自 Awesome Agent Skills「Skills by Microsoft」集合：NoSQL key-value table storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Full-text, vector, and hybrid search。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Hierarchical data lake storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Vector/hybrid search with semantic ranking。

来自 Awesome Agent Skills「Skills by WordPress Development Team」集合：Frontend interactivity with data-wp-* directives and stores。

来自 Awesome Agent Skills「Skills by WordPress Development Team」集合：Profiling, caching, database optimization, Server-Timing。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Deploy apps to Cloudflare using Workers, Pages, and platform services。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Deploy applications to Render's cloud platform using Git-backed services。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Inspect Sentry issues, summarize production errors, and pull health data。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Set up and audit analytics tracking and measurement pipelines。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Add and optimize schema markup and structured data for better SEO。

来自 Awesome Agent Skills「Skills by Binance」集合：Monitor on-chain Smart Money buy/sell signals with price, max gain, and exit rate data on Solana and BSC。

来自 Awesome Agent Skills「Skills by Brave」集合：Search Brave's news index with article metadata。

来自 Awesome Agent Skills「Skills by Browserbase」集合：Deploy browser automation scripts as serverless cloud functions。

来自 Awesome Agent Skills「Skills by Coinbase」集合：Query decoded onchain data (events, tx, blocks) on Base。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Query Datadog APM data directly from your editor。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Analyze production LLM traces and generate evaluators。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Root-cause LLM app failures using eval traces。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Analyze single or comparative LLM experiment results。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Search, filter, and archive Datadog logs through pup CLI。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Manage Datadog monitors through the pup CLI。

来自 Awesome Agent Skills「Skills by Datadog Labs」集合：Rust-based CLI (pup) for talking to the Datadog API。

来自 Awesome Agent Skills「Skills by Firebase」集合：Build Firebase Data Connect backends backed by Cloud SQL。

来自 Awesome Agent Skills「Skills by Firebase」集合：Complete guide for Cloud Firestore Standard Edition。

来自 Awesome Agent Skills「Skills by Flutter」集合：Implement offline-first caching strategies。

来自 Awesome Agent Skills「Skills by Flutter」集合：Build a structured data layer using SQLite。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Project market size with real-world data and citations。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Analyze A/B test results with statistical significance and recommendations。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Cohort retention curves, feature adoption, and segment insights。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate SQL queries from natural language across major dialects。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate realistic dummy datasets in CSV, JSON, or SQL。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Segment users by behavior, JTBD, and needs from feedback data。

来自 Awesome Agent Skills「Skills by MiniMax Team」集合：Backend architecture with REST API design, auth flows, real-time features, and database integration。

来自 Awesome Agent Skills「Skills by DuckDB」集合：Attach a DuckDB database file for interactive querying with automatic schema exploration。

来自 Awesome Agent Skills「Skills by DuckDB」集合：Run SQL queries against attached databases or ad-hoc against files using Friendly SQL dialect。

来自 Awesome Agent Skills「Skills by DuckDB」集合：Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial) locally or from remote storage。

来自 Awesome Agent Skills「Skills by DuckDB」集合：Search DuckDB and DuckLake documentation using full-text search over HTTPS。

来自 Awesome Agent Skills「Skills by DuckDB」集合：Search past Claude Code session logs to recover context from previous conversations。

来自 Awesome Agent Skills「Skills by DuckDB」集合：Install or update DuckDB CLI and extensions with version management。

来自 Awesome Agent Skills「Skills by Garry Tan (gstack)」集合：Eng Manager review: lock in architecture, data flow, diagrams, edge cases, and tests。

来自 Awesome Agent Skills「Skills by Garry Tan (gstack)」集合：Systematic root-cause debugging: no fixes without investigation, traces data flow, tests hypotheses。

来自 Awesome Agent Skills「Skills by - Google Chrome team - Addy Osmani (Web Quality)」集合：Search engine optimization, crawlability, and structured data。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Set up the MongoDB MCP server with authentication and connection configuration。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Optimize MongoDB client connection pools, timeouts, and serverless patterns。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Design efficient document schemas with validation and indexing patterns。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Build, operate, and debug Atlas Stream Processing pipelines with Kafka, S3, and Lambda integrations。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Translate natural language into MongoDB queries and aggregation pipelines。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Analyze and optimize query performance using Atlas Performance Advisor。

来自 Awesome Agent Skills「Skills by MongoDB」集合：Implement Atlas Search and AI-powered recommendations with vector search。

来自 Awesome Agent Skills「Skills by Redis」集合：Redis development best practices — data structures, query engine, vector search, caching, and performance optimization。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Use when writing DALI data loading or preprocessing code with `nvidia.dali.experimental.dynamic` (ndd), or when converting DALI pipeline-mode code to dynamic mode, or when the user..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Guide for adding support for new LLM or VLM models in Megatron-Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Dev environment setup for Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, and common build..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, and drive it to green by attaching a watchdog to the "CICD NeMo" workflow..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CI/CD reference for Megatron Bridge — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Code style and quality rules for Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, and the code review check..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：External NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron poli..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Structured framework for verifying numerical parity of HFMCore weight conversions。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：MoE expert-parallel communication overlap in Megatron Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Representative MoE training playbooks by hardware platform and model family。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Long-context MoE training guidance for Megatron Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Practical guidance for training MoE VLMs in Megatron Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption, and re-run state machine。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Testing reference for Megatron Bridge — unit and functional test layout, tier semantics (L0/L1/L2/flaky), script conventions, running tests locally, adding/moving/disabling tests,..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：External verl end-to-end validation workflow for Megatron-Bridge model/provider changes。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Container-based dev environment setup and dependency management for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Bump the NVIDIA PyTorch base image (`nvcr.io/nvidia/pytorch:-py3`) used by Megatron-LM CI。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CI/CD reference for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Linting and formatting for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Domain knowledge for the nightly main-to-dev sync workflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Onboard 1-node GitHub MR functional tests for GB200 from existing mr-scoped 2-node tests。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Research and draft a response to a GitHub issue or question from an external contributor。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：How to launch distributed Megatron-LM training jobs on a SLURM cluster。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Test system for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Refresh golden values from a GitHub Actions workflow run (failing-only or all jobs), score the change with average normalized relative differences, and produce a PR-ready summary。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query and browse evaluation results stored in MLflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run commands inside a remote Docker container via the file-based command relay (tools/debugger)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Serve a quantized or unquantized LLM checkpoint as an OpenAI-compatible API endpoint using vLLM, SGLang, or TRT-LLM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Evaluates accuracy of quantized or unquantized LLMs using NeMo Evaluator Launcher (NEL)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Monitor submitted jobs (PTQ, evaluation, deployment) on SLURM clusters。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AW..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Cherry-pick merged PRs labeled for a release branch into that branch, then open a PR and apply the cherry-pick-done label。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Create custom LLM evaluation benchmarks using the BYOB decorator framework。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query and browse evaluation results stored in MLflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Interactive config wizard for NeMo Evaluator Launcher (NEL)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Guide for adding a new benchmark or training environment to NeMo-Gym。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Use when debugging a Nemo Gym run or reward profiling job。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Maintain the NeMo Gym Fern docs site — add, update, move, or remove pages under fern/。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Use when creating, validating, or documenting Nemo Gym pivot datasets from rollout, trajectory, chat-completion, Responses API, or tool-call artifacts。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Use to help users get started with Nemo Gym reward profiling。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Brev instance operating guidance for NeMo-RL agents working in /home/ubuntu/RL with limited workspace disk, a larger /ephemeral volume, and optional /home/ubuntu/RL/.env secrets。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Build and dependency management for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CI/CD reference for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Configuration conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Contribution conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：NVIDIA copyright header requirements for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Documentation conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Error handling guidelines for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Code style guidelines for NeMo-RL (Python and shell)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Interactive code review for NVIDIA-NeMo/RL pull requests。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Manage durable working-session memory for coding agents。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Testing conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Create GitHub pull requests that follow the NemoClaw PR template。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Scan recent git commits for changes that affect user-facing behavior, then draft or update the corresponding documentation pages and refresh generated user skills for release prep。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Scans other open issues to find ones a given PR may also fix or accidentally break。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Cut a new semver release — bump all version strings via bump-version.ts, open a release PR, and after merge tag main and push。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Runs the daytime maintainer loop for NemoClaw, prioritizing items labeled with the current version target。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Runs the end-of-day maintainer handoff for NemoClaw。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Finds open GitHub PRs with security and priority-high labels, links each to its issue, detects duplicates (multiple PRs fixing the same issue), and presents a table of review candi..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Runs the morning maintainer standup for NemoClaw。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Normalizes GitHub issue and PR titles by removing any bracketed [NemoClaw] tag case-insensitively, even when the tag appears later in the title。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Compares competing PRs that target the same issue and recommends which one to merge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Performs a comprehensive security review of code changes in a GitHub PR or issue。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：AI-assisted label triage for NVIDIA/NemoClaw issues and PRs。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Start here。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Describes the agent skills shipped with NemoClaw and how to access them by cloning the repository。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Connects NemoClaw to a local inference server。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Presents a risk framework for every configurable security control in NemoClaw。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Explains how to run NemoClaw on a remote GPU instance, including the deprecated Brev compatibility path and the preferred installer plus onboard flow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Installs NemoClaw, launches a sandbox, and runs the first agent prompt。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Adds, removes, or modifies allowed endpoints in the sandbox policy。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Explains operational tasks after the quickstart: listing sandboxes, status and health checks, logs, diagnostics, port forwards, multiple sandboxes, credential reset, rebuilds, netw..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Inspects sandbox health, traces agent behavior, and diagnoses problems。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Explains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw ve..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Debug AutoDeploy accuracy regressions vs a reference score (PyTorch backend or published baseline)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Claude Code skill (trtllm-agent-toolkit): implement or extend TensorRT-LLM AutoDeploy fusion transforms under transform/library/ in a TensorRT-LLM checkout。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Check whether AutoDeploy YAML configs were actually applied by analyzing server logs and optionally graph dumps (AD_DUMP_GRAPHS_DIR)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Enable and interpret TensorRT-LLM AutoDeploy FX graph text dumps via AD_DUMP_GRAPHS_DIR。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Visualize a specific transformer decoder layer from an AutoDeploy FX graph text dump as a hierarchical DOT/PNG diagram。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Translates a HuggingFace model into a prefill-only AutoDeploy custom model using reference custom ops, validates with hierarchical equivalence tests。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Compile TensorRT-LLM on a compute node inside a Docker container。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Compile TensorRT-LLM on a SLURM cluster。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Write and implement GPU kernels using NVIDIA CuTe DSL (CUTLASS 4.x Python API) — NOT for Triton, CUDA C++, or conceptual explanations。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Optimize existing Triton kernels for NVIDIA TileIR backend on Blackwell GPUs (sm_100+)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> ONLY for OpenAI Triton (@triton.jit) kernel development。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Performance analysis coordination workflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Analyze host/CPU overhead in TensorRT-LLM inference from nsys traces。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Profiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Analyze ncu (NVIDIA Nsight Compute) profiling output: SOL% bottleneck classification, roofline analysis, occupancy diagnosis, memory hierarchy analysis, warp stall analysis, metr..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Nsight Systems (nsys) CLI for system-level timeline profiling。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Performance optimization coordination playbook。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Apply CUDA Graphs to PyTorch workloads — API selection (torch.compile, PyTorch make_graphed_callables, TE make_graphed_callables, MCore CudaGraphManager, FullCudaGraphWrapper, m..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Identify and eliminate host-device synchronizations in PyTorch code。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Code instrumentation for timing workloads。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Best practices for contributing code to TensorRT-LLM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Systematic approach to exploring the TensorRT-LLM codebase before implementing new features or optimizations。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Upgrade flashinfer-python version in TensorRT-LLM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Review, design, and refactor TensorRT-LLM PyTorch MoE code for architecture fit, clean code, maintainability, and testability。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Generate a source-backed starting `trtllm-serve --config` YAML for basic aggregate single-node PyTorch serving, aligned with checked-in TensorRT-LLM configs and deployment docs。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Add a new cuTile GPU kernel operator to TileGym。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Use when adding, modifying, optimizing, or debugging CuTile autotuning code。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Expert cuTile programming assistant。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' in..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Install cuOpt for Python, C, or as a server (pip, conda, Docker) — system requirements, install commands, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：LP, MILP, and QP (beta) with cuOpt — C API only。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：LP, MILP, and QP (beta) with cuOpt — CLI only (MPS files, cuopt_cli)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Solve Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Quadratic Programming (QP, beta) with the Python API。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：cuOpt REST server — start server, endpoints, Python/curl client examples。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：cuOpt REST server — what it does and how requests flow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Vehicle routing (VRP, TSP, PDP) — problem types and data requirements。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：After solving a non-trivial problem, detect generalizable learnings and propose skill updates so future interactions benefit automatically。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engi..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Deploy Nemotron Voice Agent on Workstation (x86), Jetson Thor, or Cloud NIMs。

来自 Awesome Agent Skills「Skills by NVIDIA」集合："NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Manage and monitor VSS alerts after the alerts profile is deployed。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Deploy, debug, or tear down any VSS profile using a compose-centric workflow — config (dry-run) with env overrides, review resolved compose, then compose up。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Produce video analysis reports by discovering the deployed VSS agent, querying POST /generate for a timestamped captioned summary of the clip, then formatting the agent reply as th..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Use this skill when working with the RTVI VLM or RT-VLM microservice API on VSS 3.1。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Search video archives using natural language — find events, objects, actions, and people across recorded video using fusion search (Cosmos Embed1 semantic search + CV attribute sea..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Summarize a video by calling the VLM NIM or the Long Video Summarization (LVS) microservice directly。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Call the vss agent to run video understanding on video to answer a text question。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query VIOS REST APIs: sensor list, recording timelines, video clip extraction, snapshot capture, add/delete sensors and streams。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Generate video summary reports using the VSS video_search_frag extension with Long Video Summarization (LVS), Enterprise RAG knowledge retrieval, and human-in-the-loop parameter co..。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Interact with the Gemini Enterprise Agent Platform Skill Registry to create and search for available skills。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Manages Cloud Run services, jobs, and worker pools。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：This file generates or explains Cloud SQL resources。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Manages custom Agent resources on Gemini Enterprise Agent Platform。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Plan, create, and configure production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and b..。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Guidance for a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF)。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Ar..。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well..。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Generates reliability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Generates security-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF)。

来自 Awesome Agent Skills「Skills by Google Cloud」集合：Generates sustainability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF)。

来自 Awesome Agent Skills「Vector Databases」集合：Agent skills for Qdrant vector search, covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Extract text, tables, and metadata from 62+ document formats。

来自 Awesome Agent Skills「Development and Testing」集合：AWS development with infrastructure automation and cloud architecture patterns。

来自 Awesome Agent Skills「Development and Testing」集合：Execute safe read-only SQL queries against PostgreSQL databases。

来自 Awesome Agent Skills「Development and Testing」集合：Vector-powered CLI for semantic file search with a Claude/Codex skill。

来自 Awesome Agent Skills「Development and Testing」集合：Three.js skills for creating 3D elements and interactive experiences。

来自 Awesome Agent Skills「Development and Testing」集合：Create diverse synthetic test inputs for LLM evals。

来自 Awesome Agent Skills「Development and Testing」集合：753 cybersecurity skills across 38 domains: cloud security, pentesting, red teaming, DFIR, malware analysis, threat intel, and more (MITRE ATT&CK mapped)。

来自 Awesome Agent Skills「Development and Testing」集合：Human-like TTS workflows with local/cloud APIs and app delivery。

来自 Awesome Agent Skills「Development and Testing」集合：Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent。

来自 Awesome Agent Skills「Context Engineering」集合：Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors。

来自 Awesome Agent Skills「Specialized Domains」集合：11 skills for the Honeydew semantic layer over Snowflake, Databricks, and BigQuery: model exploration, entity/relation/attribute/metric/context/domain creation, validation, query, filtering, and workspace branching。

来自 Awesome Agent Skills「Specialized Domains」集合：Genealogy research agent with OCR, FamilySearch, YAML data, and human-in-the-loop。

来自 Awesome Agent Skills「Specialized Domains」集合：AI-powered VMware vCenter/ESXi monitoring and operations: inventory queries, health/alarms, VM lifecycle (create, delete, snapshot, clone, migrate), vSAN management, Aria Operations analytics, and scheduled log scanning. Supports Claude Code, Gemini CLI, Codex, Aider, Trae, Kimi, and MCP。

来自 Awesome Agent Skills「n8n Automation」集合：JavaScript in n8n Code nodes with data access patterns。

来自 Awesome Agent Skills「n8n Automation」集合：Workflow patterns for webhook, HTTP, database, and AI tasks。