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MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Use this skill when building or packaging reusable NeMo Relay runtime behavior as an embedded configuration component or a manifest-backed `rust_dynamic` native or `worker` gRPC plugin, with determini
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Continuously profile applications with Grafana Pyroscope and read the result as flame graphs. Covers three instrumentation paths — language SDK push (Go / Java / Python / Ruby / Node / .NET / Rust), A
OfficialSkillApache-2.0★ 285 in collectionNo key
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the use
OfficialSkillMIT★ 40k in collectionNo key
Expert evaluator for Prometheus label strategy on Grafana Cloud. Audits, designs, and improves label schemas using cardinality scoring, access-pattern alignment, static vs. dynamic label rules, histog
OfficialSkillApache-2.0★ 285 in collectionNo key
Use this skill when NeMo Relay is installed or imported but application-side runtime behavior is missing or incorrect, including load failures, inactive scopes, missing events, and plugin or adaptive
in the skill texttyped wrappers vs adaptive/plugins? ## Common Failure Classes - Python native extension missing - Go dynamic library not on the loader path - Node native addon not built or not
OfficialSkillApache-2.0★ 3.6k in collectionNo key
DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating single-slice or mult
OfficialSkillApache-2.0★ 21k in collectionNo key
OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.
OfficialSkillApache-2.0★ 40k in collectionNo key
Instrument a webapp to send useful telemetry data to Azure App Insights
OfficialSkillMIT★ 40k in collectionNo key
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patte
OfficialSkillMIT★ 1.6k in collectionNo key
Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio Spaces as AI tools. Available when connected
in the skill textremove image backgrounds" 1. space_search(query="background removal", mcp=true) 2. dynamic_space(operation="view_parameters", space_name="result-space-id") 3. dynamic_space(operation
OfficialSkillApache-2.0★ 11k in collectionNo key
Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .
in the skill textdeeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation. # Microsoft Skill Creator Create hybrid skills for Microsoft technologies that store
OfficialSkillMIT★ 40k in collectionNo key
Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. Optimized for AlloyDB hybrid sear
OfficialSkillApache-2.0★ 21k in collectionNo key
Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries/REST, configuring environments, and running a "retrieve campaigns" script. Troubleshoots common
in the skill textRuby, or Perl. 2. **Direct REST:** Raw HTTP REST requests. --- ## Crucial Requirement: Dynamic Version Resolution & Runtime Resolution > [!IMPORTANT] > To ensure the integration is secure, stable, and
OfficialSkillApache-2.0★ 21k in collectionNo key
Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy.
in the skill textanalytics-base ``` Follow `references/deploy-behavior-analytics-service.md` for the full workflow (entrypoint pick, config source, dynamic updates). ## Limitations - Requires the matching VSS profile / microservice to be deployed and reachable
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Integrates the Google Interactive Media Ads (IMA) Dynamic Ad Insertion (DAI) SDK into websites, web apps, mobile apps, or TV apps. Use when: - A video player needs to load and play HLS or DASH streams
OfficialSkillApache-2.0★ 21k in collectionNo key
Defining compositions, stills, folders, default props and dynamic metadata
OfficialInstructionsApache-2.0★ 19k in collectionNo key
Embedding images in Remotion using the <Img> component
in the skill textand positioning Use the `style` prop to control size and position: ```tsx ``` ## Dynamic image paths Use template literals for dynamic file references: ```tsx import { Img, staticFile
OfficialInstructionsApache-2.0★ 19k in collectionNo key
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new `errors/<slug>.mdx` page, auditing an existing one, or checking that a page matches the framework fix car
in the skill textrandom`", "write the sync IO docs" - **Audit mode**: "audit the blocking-prerender-dynamic page", "check the error pages match the framework" - Any task involving `errors/*.mdx
OfficialSkillMIT★ 143k in collectionNo key
The Generative UI framework
in the skill textjson-render **The Generative UI framework.** Generate dynamic, personalized UIs from prompts without sacrificing reliability. Predefined components and actions for safe, predictable output. ```bash # for React
OfficialSkillApache-2.0★ 19kNo key
Use this skill when baseline NeMo Relay instrumentation exists and the user wants to configure or evaluate adaptive plugin behavior, including telemetry, state, adaptive_hints, tool_parallelism, ACG,
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki / Tempo / Pyroscope. Covers SDK auto-instrumentation for Go, Java (Grafana JVM agent
OfficialSkillApache-2.0★ 285 in collectionNo key
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetr
in the skill textbackends (setuptools+setuptools_scm, hatchling, flit, poetry), PEP 440 versioning, semantic versioning, dynamic git-tag versioning, OOP/SOLID design, type hints (PEP 484/526/544/561), Trusted Publishing (OIDC), and
OfficialSkillMIT★ 40k in collectionNo key
Turn on AI + ML features in Grafana Cloud — Grafana Assistant (NL → PromQL/LogQL/TraceQL, dashboard build, incident investigation, MCP integration), Dynamic Alerting (Prophet forecasting + DBSCAN outl
OfficialSkillApache-2.0★ 285 in collectionNo key
Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce
in the skill textthird-party APIs, voice streams) is replaced with test-specified values via instrumentations. This means each test case controls exactly what data the app sees, while
OfficialSkillMIT★ 40k in collectionNo key
Agent Skills for Google products and technologies
in the skill textagents on Google Cloud** - **Data science workflow with AI agents solution** - **Dynamic Hybrid Search using AlloyDB** - **Google Skill Finder** - **Live bidirectional multimodal streaming agentic AI solution
OfficialSkillApache-2.0★ 21kNo key
Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single el
in the skill textMultiple refs in one component | → patterns.md#multiple-refs | | Refs in a list / dynamic refs | → patterns.md#list-refs | | Callback refs (alternative approach) | → patterns.md#callback-refs | | Ref passed
OfficialSkillMIT★ 40k in collectionNo key
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop
in the skill textare stored in different span attributes depending on the span kind and instrumentation: | Column | What it contains | When to use | |--------|-----------------|-------------| | `attributes.llm.input_messages` | Structured chat messages (system
OfficialSkillMIT★ 40k in collectionNo key
React Native renderer for json-render that turns JSON specs into native mobile UIs. Use when working with @json-render/react-native, building React Native UIs from JSON, creating mobile component cata
in the skill textnative mobile component trees with standard components, data binding, visibility, actions, and dynamic props. ## Quick Start ```typescript import { defineCatalog } from "@json-render/core"; import { schema } from
OfficialSkillApache-2.0★ 19k in collectionNo key
Ink terminal renderer for json-render that turns JSON specs into interactive terminal UIs. Use when working with @json-render/ink, building terminal UIs from JSON, creating terminal component catalogs
in the skill textinteractive terminal component trees with standard components, data binding, visibility, actions, and dynamic props. ## Quick Start ```typescript import { defineCatalog } from "@json-render/core"; import { schema } from
OfficialSkillApache-2.0★ 19k in collectionNo key
SolidJS adapter for the json-render devtools inspector. Use whenever the user wants to add, configure, or troubleshoot @json-render/devtools-solid in a SolidJS json-render app, including spec inspecti
in the skill textcontrols, including the `Ctrl`/`Cmd` + `Shift` + `J` shortcut. Keep server-side stream instrumentation in `@json-render/devtools
OfficialSkillApache-2.0★ 19k in collectionNo key
Vue adapter for the json-render devtools inspector. Use whenever the user wants to add, configure, or troubleshoot @json-render/devtools-vue in a Vue json-render app, including spec inspection, state
in the skill textcontrols, including the `Ctrl`/`Cmd` + `Shift` + `J` shortcut. Keep server-side stream instrumentation in `@json-render/devtools
OfficialSkillApache-2.0★ 19k in collectionNo key
Svelte 5 adapter for the json-render devtools inspector. Use whenever the user wants to add, configure, or troubleshoot @json-render/devtools-svelte in a Svelte json-render app, including spec inspect
in the skill textcontrols, including the `Ctrl`/`Cmd` + `Shift` + `J` shortcut. Keep server-side stream instrumentation in `@json-render/devtools
OfficialSkillApache-2.0★ 19k in collectionNo key
Supports Interactive Media Ads (IMA) SDK. Use this skill for client-side ad insertion when you are requesting video ads for websites, apps, TVs or other platforms using VAST or VMAP. Do not use for Dy
in the skill textTVs or other platforms using VAST or VMAP. Do not use for Dynamic Ad Insertion (DAI), SSAI, or SGAI. # IMA SDK client-side The Google IMA
OfficialSkillApache-2.0★ 21k in collectionNo key
React adapter for the json-render devtools inspector. Use whenever the user wants to add, configure, or troubleshoot @json-render/devtools-react in a React json-render app, including spec inspection,
in the skill textproduction or before the component has mounted. Keep server-side stream instrumentation in `@json-render/devtools
OfficialSkillApache-2.0★ 19k in collectionNo key
Use this skill when wiring the DOCA SHA Offload Engine (an OpenSSL ENGINE) into an existing OpenSSL pipeline to offload one-shot SHA-1, SHA-256, or SHA-512 (EVP_Digest) onto DOCA SHA hardware without
in the skill texthardware without rewriting against doca-sha. Covers engine load mechanics (`openssl engine dynamic`, `set_pci_addr` ctrl, `-engine_impl`), the SHA-224 negative test that proves
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Embedding videos in Remotion - trimming, volume, speed, looping, pitch
in the skill textstatic volume (0 to 1): ```tsx ``` Or use a callback for dynamic volume based on the current frame: ```tsx import { interpolate } from "remotion"; const { fps } = useVideoConfig
OfficialInstructionsApache-2.0★ 19k in collectionNo key
Best practices for Remotion - Video creation in React
in the skill textvisualization patterns for Remotion - rules/compositions.md - Defining compositions, stills, folders, default props and dynamic metadata - rules/extract-frames.md - Extract frames from videos at specific timestamps using Mediabunny - rules/fonts.md - Loading
OfficialSkillApache-2.0★ 19k in collectionNo key
Using audio and sound in Remotion - importing, trimming, volume, speed, pitch
in the skill textstatic volume (0 to 1): ```tsx ``` Or use a callback for dynamic volume based on the current frame: ```tsx import { interpolate } from "remotion"; const { fps } = useVideoConfig
OfficialInstructionsApache-2.0★ 19k in collectionNo key
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-Architected Framework
in the skill textpillar help you to continuously improve and adapt workloads to meet the dynamic and ever-evolving needs in the cloud. ## Core principles The recommendations in the
OfficialSkillApache-2.0★ 21k in collectionNo key
NVIDIA App MCP: drivers, games, laptops, overlay. Check drivers, manage and optimize games, configure laptop features.
in the skill textgallery. - Show or hide the Statistics Overlay. - Enable or disable the RTX Dynamic Vibrance filter. - Identify the currently running game. Connection setup supports both modes but
OfficialSkillApache-2.0★ 3.6k in collectionNo key
AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGP
in the skill textbuilds (no `nvcc` at build or runtime), large vs xlarge sizing, and dynamic duration callables. Make sure to use this skill whenever the user mentions ZeroGPU
OfficialSkillApache-2.0★ 11k in collectionNo key
Liquid is an open-source templating language created by Shopify. It is the backbone of Shopify themes and is used to load dynamic content on storefronts. Keywords: liquid, theme, shopify-theme, liquid
OfficialSkillMIT★ 596 in collectionNo key
Apply dashboard-grade chat UX patterns in the Eve chat template. Use when changing Next.js Cache Components/PPR behavior, static shell layout, Suspense bootstrap boundaries, theme hydration, auth disp
in the skill textenabled in `next.config.ts`. Treat the chat route as a static shell with dynamic data streamed into Suspense boundaries. - Keep the shell cheap and deterministic. Do not
OfficialSkillApache-2.0★ 5.6k in collectionNo key
Hydrogen storefront implementation cookbooks. Some of the available recipes are: B2B Commerce, Bundles, Combined Listings, Custom Cart Method, Dynamic Content with Metaobjects, Express Server, Google
OfficialSkillMIT★ 596 in collectionNo key
Expert evaluator for Grafana Loki label strategy. Audits, designs, and improves label schemas using cardinality scoring, access-pattern alignment, static vs. dynamic label rules, and consistency check
OfficialSkillApache-2.0★ 285 in collectionNo key
Edit an existing workflow Scene or task contract. Use for assets, layout, cameras, randomization, task text, or success rules; do not use to create a new workflow.
in the skill textexplicitly says stop or exit. 6. Run static, persisted-visible, and affected dynamic validation when baking. ## Resolve and inspect Before resolving the checkout, use the maintained
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Use this skill when choosing or running NeMo Relay installation for the CLI, Python, Node.js, Rust, OpenClaw, Hermes, or maintained framework integrations before runtime configuration or quick-start s
in the skill textfirst app example from this skill. Keep installation separate from first-use instrumentation. ## Choose The Install Path If the user asks to install NeMo Relay but
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Who stands behind it
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