Cost and license
Free skill, needs a service agent skills
Skills under an open license whose files read an API key, call an outside host or connect to an MCP server. The skill is free; the service it talks to may not be.
Highest-scoring in this lane: linkedin-profile-optimizer from sergebulaev/linkedin-skills (94/100), go-semantic-tools from eduardo-sl/go-agent-skills (93/100) and semgrep from trailofbits/skills (92/100).
- 287 listed skills
- 76 repositories
By category
Science and Research (64) · AI Agents and LLM Engineering (41) · Video, Image, Audio and Creative (30) · Developer Tools and Frameworks (27) · Productivity and Knowledge Work (23) · DevOps and Cloud (22) · Marketing and SEO (20) · Testing and QA (15) · Data, Analytics and Databases (13) · Business, Sales and Finance (7) · Documents and Office Files (7) · Security (6) · Frontend and Design (6) · Writing and Editing (4) · Code Review and Code Quality (2)
All 287 free, needs a service skills
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| Skill | Repository | What it does |
|---|---|---|
| academic-plotting 77/100 · C | Orchestra-Research/AI-Research-SKILLs | Generates publication-quality figures for ML papers, including architecture diagrams via Gemini and data-driven charts via matplotlib or seaborn, from research context. |
| ad-delayer 86/100 · B | Bria-AI/bria-skill | Turns a flat ad image back into editable layers, returning background, product shot, logo, headline, body copy, and CTA as separate assets. |
| ad-resize 86/100 · B | Bria-AI/bria-skill | Resizes a flat ad image into feed, story, and banner sizes, redoing the layout for each shape rather than cropping or stretching. |
| add-webmcp 83/100 · B | browserbase/skills | Analyzes an existing web application for safe user-visible capabilities, implements first-party WebMCP tools, and validates discovery and invocation with Stagehand. |
| agent-email-inbox 86/100 · B | resend/resend-skills | Guides building email-triggered systems like AI agent inboxes, using sender allowlists, content filtering, and sandboxed processing to keep untrusted email from controlling the system. |
| agent-experience 74/100 · C | browserbase/skills | Audits the developer experience of a product, SDK, or docs site by sending Claude subagents at it with only a tiny task prompt. |
| agent-platform-deploy 90/100 · A | google/skills | Deploys open models or custom weights from Model Garden to Agent Platform endpoints, checks deployment status and cost, troubleshoots errors, and undeploys models. |
| agent-ready 91/100 · A | mblode/agent-skills | Implements agent-readiness on sites and docs from scorecards like Mintlify Agent Score or AFDocs, including llms.txt coverage and agents hitting 404s on guessed URLs. |
| aig-scanner 82/100 · B | Tencent/AI-Infra-Guard | Runs AI security scans of infrastructure, AI tools and skills, and AI agents, and evaluates LLM jailbreak resistance with Tencent's AI-Infra-Guard. |
| album-dashboard 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Shows a structured album progress dashboard with percentage complete per phase, blocking items, and status breakdown for a quick visual overview. |
| angular-developer 81/100 · B | angular/skills | Generates Angular code and gives architectural guidance on components, services, signals, forms, routing, server rendering, accessibility, styling, testing, and CLI tooling. |
| angular-new-app 80/100 · B | angular/skills | Creates a new Angular application using the Angular CLI and provides guidelines for building a modern Angular app. |
| anydesign 84/100 · B | avelikiy/great_cto | Analyzes images, websites, and Figma files to extract their design and generate a design.md with a token system, component inventory, and reconstruction notes. |
| apitube-news-api 77/100 · C | apitube/news-api-skills | Queries the APITube News API to search and filter worldwide news by keyword, entity, sentiment, source, country, and date, and parse the JSON response. |
| apollo-ios 86/100 · B | apollographql/skills | Guides building Apple-platform apps with Apollo iOS, covering project setup, code generation, ApolloClient configuration, GraphQL operations from SwiftUI, and tests with generated mocks. |
| appie-article-writer 77/100 · C | appierun/appie-mcp | Generate articles in an author voice through Appie.run’s hosted MCP service with your own project API key; light articles use 100 credits and deeply researched articles use 500 credits. |
| appie-chatbot 77/100 · C | appierun/appie-mcp | Create and train chatbots on text, URLs, sitemaps or articles through Appie.run’s hosted MCP service with your own project API key; chatbot messages use 1 credit each. |
| appie-url-shortener 77/100 · C | appierun/appie-mcp | Create short links and read click analytics through Appie.run’s hosted MCP service with your own project API key; each new link uses 1 credit and statistics are free. |
| appium-skill 84/100 · B | LambdaTest/agent-skills | Generates Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript, supporting local and TestMu AI cloud device testing. |
| atlassian 83/100 · B | sanjay3290/ai-skills | Manages Jira issues and Confluence wiki pages in Atlassian Cloud, including JQL and CQL searches, workflows, transitions, comments, and browsing spaces. |
| auteur 89/100 · B | agiwhitelist/auteur | Designs and builds complete web experiences, including landing pages, cinematic scroll-directed sites, and multi-screen products, as one consistent design system with generated assets. |
| auth-guide 82/100 · B | makenotion/notion-cookbook | Guides setting up third-party authentication for a Notion Worker, covering brokered credentials for API keys and tokens, OAuth, and plaintext environment secrets. |
| authorizing-api-requests 80/100 · B | mailtrap/mailtrap-skills | Guides authenticating and authorizing requests to Mailtrap APIs, including picking the auth header, choosing token scope, storing tokens safely, and resolving the account ID. |
| autobrowse 83/100 · B | browserbase/skills | Improves browser automation through an iterative loop that runs a browsing task, reads the trace, and refines the navigation strategy until it reliably passes. |
| automotive 82/100 · B | Bria-AI/bria-skill | Edits vehicle images of cars, trucks, SUVs, and motorcycles, including scenes, reflections, tire refinement, window and wheel segmentation, atmospheric effects, and lighting. |
| avoid-ai-writing 82/100 · B | conorbronsdon/avoid-ai-writing | Audits and rewrites content to remove AI writing patterns, and supports a detect-only mode. |
| aws-agentic-ai 83/100 · B | zxkane/aws-skills | Guides deploying and managing AI agents on AWS Bedrock AgentCore, covering Gateway, Runtime, Memory, Identity, Observability, Evaluations, MCP tool integration, and governance workflows. |
| aws-cdk-development 85/100 · B | zxkane/aws-skills | Guides building AWS cloud infrastructure with CDK in TypeScript or Python, covering app structure, construct patterns, stack composition, and deployment workflows. |
| aws-cost-operations 83/100 · B | zxkane/aws-skills | Analyzes AWS bills and costs, sets up CloudWatch alarms, queries logs, audits CloudTrail activity, and assesses security posture to optimize AWS costs and operations. |
| aws-mcp-setup 80/100 · B | zxkane/aws-skills | Configures AWS MCP servers for documentation search and API access, covering both the full AWS MCP Server and the lightweight Documentation MCP. |
| aws-serverless-eda 83/100 · B | zxkane/aws-skills | Guides building serverless and event-driven applications on AWS, covering Lambda, API Gateway, DynamoDB, Step Functions, EventBridge, SQS, and SNS. |
| azure-devops 83/100 · B | sanjay3290/ai-skills | Manages Azure DevOps projects, work items, repos, pull requests, pipelines, wikis, test plans, security alerts, variable groups, environments, branch policies, and attachments. |
| basin 78/100 · C | cloudflare/skills | Builds and troubleshoots Cloudflare Basin analytics workflows with Basin Pipelines, Catalog, and SQL, such as streaming data into R2 Iceberg tables and querying them. |
| blog 77/100 · C | infrasity-labs/dev-gtm-claude-skills | Routes blog requests to sub-skills for writing, rewriting, analysis, outlines, audits, schema, images, and multilingual publishing, optimized for Google rankings and AI citations. |
| blog-audio 82/100 · B | infrasity-labs/dev-gtm-claude-skills | Generates MP3 audio narration of blog posts with Google Gemini text-to-speech, including summaries, full read-alouds, and two-speaker podcast mode, with HTML5 embed code. |
| blog-google 80/100 · B | infrasity-labs/dev-gtm-claude-skills | Connects blog performance work to Google APIs, covering PageSpeed Insights, Core Web Vitals, Search Console, URL Inspection, Indexing, GA4 organic traffic, and keyword research. |
| blog-image 80/100 · B | infrasity-labs/dev-gtm-claude-skills | Generates and edits blog images such as hero images, inline illustrations, social preview cards, and OG images using Gemini through MCP with structured prompts. |
| blog-notebooklm 82/100 · B | infrasity-labs/dev-gtm-claude-skills | Queries Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents, and manages the notebook library and Google authentication. |
| bria-ai 80/100 · B | Bria-AI/bria-skill | Generates images from text prompts, edits them with natural language, removes backgrounds for transparent PNGs, and creates product lifestyle shots through the Bria.ai API. |
| browser-to-api 80/100 · B | browserbase/skills | Turns a website's observable HTTP traffic into a best-effort OpenAPI 3.1 spec by analyzing a browser-trace capture, to discover endpoints from a browser session. |
| browser-trace 80/100 · B | browserbase/skills | Captures a DevTools-protocol trace of browser automation, including CDP events, screenshots, and DOM dumps, and splits it into per-page searchable buckets for debugging. |
| browser-use-to-stagehand 84/100 · B | browserbase/skills | Migrates browser-use Python automation scripts to Stagehand v3 TypeScript on Browserbase, mapping browser-use features and APIs to Stagehand primitives. |
| captions 87/100 · B | ZeroPointRepo/youtube-skills | Fetches timestamped caption data from any YouTube video, for reading, quoting, translating, accessibility, content review, or language learning. |
| cf-cli 78/100 · C | cloudflare/skills | Guides using Cloudflare's beta cf CLI for the public Cloudflare API and Workers projects, including sign-in, command search, deploy, dev, build, and resource commands. |
| citation-management 89/100 · B | K-Dense-AI/claude-scientific-skills | Manages academic citations by searching OpenAlex, PubMed, and Google Scholar, extracting metadata, validating references, and generating formatted BibTeX entries. |
| cloud-trace-querying 89/100 · B | google/skills | Queries Cloud Trace spans, filters by latency or error status, correlates distributed traces with Cloud Logging, and diagnoses latency bottlenecks across Google Cloud services. |
| cloudflare 78/100 · C | cloudflare/skills | Helps discover and choose Cloudflare products for apps, APIs, AI agents, storage, networking, and security, even when the user names no product. |
| coinpaprika-api 83/100 · B | coinpaprika/skills | Queries the CoinPaprika API for cryptocurrency market data, including coin prices, tickers, exchanges, historical OHLCV data, and global market statistics. |
| company-research 84/100 · B | browserbase/skills | Researches a company's product and ICP, discovers target companies with the Browserbase Search API, researches each deeply, and scores ICP fit. |
| competitor-analysis 79/100 · C | browserbase/skills | Researches competitors by auto-discovering them with the Browserbase Search API and studying each across a four-lane pattern, starting from the user's company. |
| cookie-sync 80/100 · B | browserbase/skills | Syncs cookies from local Chrome to a Browserbase persistent context so the browse CLI can access authenticated sites as the user. |
| costory-finops 80/100 · B | costory-io/costory-finops-mcp-skills | Route cloud-spend questions to Costory cost queries, investigations, allocation, dashboards and reports. Requires the Costory MCP, a workspace with connected billing data and browser OAuth; preview and confirm workspace changes. |
| courier 83/100 · B | trycourier/courier-skills | Guides building notifications with Courier across email, SMS, push, in-app inbox, Slack, Teams, and WhatsApp, including templates, translations, journeys, routing, and MCP. |
| create-creator-takes-h3 77/100 · C | gooseworks-ai/goose-skills | Generates a continuous AI creator talking-to-camera video track from an approved script by planning takes and reusing the first take's voice. |
| create-image-fal 86/100 · B | gooseworks-ai/goose-skills | Generates or edits images with FAL image models such as nano-banana edit, gpt-image and flux, billed through the fal-proxy. |
| create-image-gpt-image-fal 83/100 · B | gooseworks-ai/goose-skills | Generates a single photoreal or designed image with OpenAI gpt-image through fal.ai, using the edit variant when a reference image is provided. |
| create-voltagent 68/100 · D | VoltAgent/skills | Guides creating AI agent projects with the VoltAgent framework, using either CLI setup or manual bootstrapping. |
| cypress-cloud-cli 81/100 · B | cypress-io/ai-toolkit | Runs the cy-cloud CLI to inspect Cypress Cloud organizations, projects, runs, specs, tests, failure screenshots, and Test Replay data. |
| cypress-skill 86/100 · B | LambdaTest/agent-skills | Generates Cypress end-to-end and component tests in JavaScript or TypeScript, supporting local execution and the TestMu AI cloud. |
| dart-use-ffigen 81/100 · B | flutter/skills | Guides using package:ffigen to generate FFI bindings automatically instead of writing them by hand, for new bindings or C, Objective-C, and Swift integrations. |
| detox-skill 84/100 · B | LambdaTest/agent-skills | Generates Detox end-to-end tests in JavaScript for React Native apps, running on local simulators and emulators or the TestMu AI cloud. |
| dexpaprika-api 80/100 · B | coinpaprika/skills | Queries the DexPaprika API, CLI, and streaming service for DEX data, including networks, pools, tokens, and trading activity. |
| doc-coauthoring 78/100 · C | getsentry/skills | Guides users through a structured workflow for co-authoring documentation, proposals, technical specs, and decision docs, including context transfer, iteration, and reader checks. |
| eas-simulator 85/100 · B | expo/skills | Runs and controls an app on a remote iOS or Android simulator hosted on EAS cloud, for machines that cannot run a simulator locally. |
| emblem-ai 81/100 · B | EmblemCompany/Agent-skills | Adds user management with multi-chain wallet authentication, AI assistant chat surfaces, and observability to apps, using React components, TypeScript SDKs, and session-based authentication. |
| espresso-skill 84/100 · B | LambdaTest/agent-skills | Generates Espresso UI tests for Android apps in Kotlin or Java, supporting local runs and TestMu AI cloud real devices. |
| event-prospecting 84/100 · B | browserbase/skills | Extracts speakers from a conference page, filters their companies against the user's ICP, and researches ICP-fit speakers into a person-first HTML report. |
| fal-redesign 73/100 · C | fal-ai-community/skills | Redesigns a coded website by screenshotting it, generating a reference image with fal.ai, and writing a Markdown build-spec with hard constraints and tokens.json. |
| firebase-ai-logic-basics 80/100 · B | firebase/skills | Integrates Firebase AI Logic into mobile and web apps to call Gemini models from client code for text generation, multimodal input, chat, and streaming. |
| firebase-crashlytics 76/100 · C | firebase/skills | Guides provisioning Firebase Crashlytics and using its SDK to add crash reporting to an application. |
| flutter-add-integration-test 77/100 · C | flutter/skills | Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests using the integration_test package. |
| frontend-slides 73/100 · C | zarazhangrui/frontend-slides | Creates animation-rich HTML presentations from scratch or by converting PowerPoint files, helping non-designers discover their aesthetic through visual exploration. |
| geekflare 80/100 · B | geekflare/geekflare-skills | Search the live web, extract public page data, capture screenshots and PDFs, and check website health through Geekflare MCP or its REST API. |
| gif-sticker-maker 75/100 · C | MiniMax-AI/skills | Converts photos of people, pets, objects, or logos into four animated GIF stickers with captions, including cartoon and Funko Pop styles. |
| go-semantic-tools 93/100 · A | eduardo-sl/go-agent-skills | Navigates and analyzes Go codebases semantically with gopls, go list for dependency graphs, and go doc for APIs rather than text search. |
| google-calendar 80/100 · B | sanjay3290/ai-skills | Manages Google Calendar by listing calendars, viewing events, creating, updating and deleting events, finding free time, and responding to meeting invitations. |
| google-cloud-filestore-auditing 89/100 · B | google/skills | Audits Filestore instances on Google Cloud for disaster recovery readiness, overly permissive NFS export rules, and reliability compliance with Physical Zone Isolation and Separation. |
| google-cloud-filestore-log-troubleshooting 90/100 · A | google/skills | Diagnoses and resolves Filestore client mount failures, EACCES permission errors, and ETIMEDOUT network timeouts on Google Cloud, including NFS mounts that hang or fail. |
| google-cloud-solution-agentic-analytics-spark-knowledge-catalog 85/100 · B | google/skills | Discovers requirements and designs a governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark, with metadata governance. |
| google-cloud-solution-architecture 85/100 · B | google/skills | Discovers requirements interactively and designs multi-product system architectures, solution blueprints, and deployment recommendations for complex workloads on Google Cloud. |
| google-cloud-solution-hybrid-search-alloydb 85/100 · B | google/skills | Generates architecture, design, and deployment guidance for hybrid search systems combining semantic and keyword search, optimized for AlloyDB use cases. |
| google-cloud-solution-rag-enterprise-search-gke-sqldb 87/100 · B | google/skills | Generates architecture, design, and deployment guidance for a RAG-capable enterprise search system on Google Cloud, using a vector-enabled SQL database and Kubernetes containers. |
| google-sheets 80/100 · B | sanjay3290/ai-skills | Reads and writes Google Sheets spreadsheets, including getting content, updating cells, appending rows, fetching ranges, searching for spreadsheets, and viewing metadata. |
| google-slides 80/100 · B | sanjay3290/ai-skills | Reads and writes Google Slides presentations, including getting text, finding and creating presentations, adding slides, and replacing text, with standalone OAuth authentication. |
| graphos-factory 79/100 · C | apollographql/skills | Builds and maintains an Apollo Connectors subgraph from a REST API in a git workspace, recording design decisions and verification evidence. |
| hand-drawn-diagrams 79/100 · C | muthuishere/hand-drawn-diagrams | Creates hand-drawn Excalidraw diagrams, flows, explainers, wireframes, and page mockups, defaulting to monochrome sketch output. |
| hf-cloud-sagemaker-production-defaults 80/100 · B | huggingface/skills | Creates SageMaker endpoints (real-time, scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default, using provided deploy scripts. |
| hf-cloud-serving-image-selection 84/100 · B | huggingface/skills | Picks the right serving container for a SageMaker model deployment and finds its current image URI, preferring HuggingFace Deep Learning Containers. |
| huggingface-community-evals 86/100 · B | huggingface/skills | Runs evaluations for Hugging Face Hub models on local hardware using inspect-ai and lighteval, including backend selection and choosing between vLLM, Transformers, and accelerate. |
| huggingface-lora-space-builder 75/100 · C | huggingface/skills | Builds and publishes a Gradio demo on Hugging Face Spaces for a user-provided LoRA, including the base pipeline and a task-specific UI. |
| huggingface-spaces 83/100 · B | huggingface/skills | Builds, deploys, and maintains applications on Hugging Face Spaces, including Gradio, Docker, and Static SDKs, ZeroGPU, debugging build failures, and inference providers. |
| huggingface-tool-builder 83/100 · B | huggingface/skills | Builds reusable scripts that fetch, enrich, or process data from the Hugging Face API, especially when chaining API calls or automating repeated tasks. |
| hyperexecute-skill 80/100 · B | LambdaTest/agent-skills | Operates HyperExecute for TestMu AI and LambdaTest cloud test execution, including analyzing projects, creating YAML, running CLI jobs, debugging failures, and wiring up CI. |
| image-utils 84/100 · B | Bria-AI/bria-skill | Manipulates images with Python Pillow, including resizing, cropping, compositing, format conversion, watermarks, brightness and contrast adjustments, and web optimization. |
| impeccable 86/100 · B | pbakaus/impeccable | Guides frontend and native interface design through focused playbooks for hierarchy, typography, accessibility, responsive layouts, motion and UX copy. |
| iris-development 75/100 · C | redis/agent-skills | Guides work with the Iris Redis Agent Memory data plane on Redis Cloud, covering session events, long-term memories, store configuration, and memory promotion. |
| isaac-mission-control-showcase 81/100 · B | NVIDIA/skills | Runs and validates an end-to-end Mission Control showcase using a local Isaac Sim GUI and a simulated robot in a warehouse scenario. |
| kaggle 90/100 · A | shepsci/kaggle-skill | Handles Kaggle tasks when explicitly requested, covering competitions, datasets, models, notebooks, forums, benchmarks, hackathons, badges, and account setup. |
| langchain 77/100 · C | Orchestra-Research/AI-Research-SKILLs | Guides building LLM-powered applications with LangChain, including agents, chains, RAG, tool calling, memory management, and vector store retrieval across multiple providers. |
| linkedin-comment-drafter 91/100 · A | sergebulaev/linkedin-skills | Drafts LinkedIn comments on another person's post from its URL, or reposts it with commentary, producing 1-3 variants in the user's voice. |
Show the other 187 free, needs a service skills
| Skill | Repository | What it does |
|---|---|---|
| linkedin-hook-extractor 87/100 · B | sergebulaev/linkedin-skills | Reverse-engineers the hook formula from a viral LinkedIn post URL, naming which of 20 formulas it uses, why it worked, and a blank template. |
| linkedin-profile-optimizer 94/100 · A | sergebulaev/linkedin-skills | Audits and rewrites a LinkedIn profile end-to-end, covering headline, About section, Featured, banner, photo, Experience metrics, skills, custom URL, and recommendations. |
| linkedin-reply-handler 91/100 · A | sergebulaev/linkedin-skills | Drafts a reply to one LinkedIn comment from its URL, or to every comment worth answering on a post in one batch. |
| literature-review 89/100 · B | K-Dense-AI/claude-scientific-skills | Conducts systematic, scoping, and narrative literature reviews using sources such as PubMed, arXiv, and bioRxiv, tracking search coverage and evidence limitations. |
| llm-wiki 80/100 · B | praneybehl/llm-wiki-plugin | Builds and maintains an LLM-curated knowledge base as linked Markdown from papers, articles, and notes, and answers questions with citations. |
| load-pr-comments 76/100 · C | NeoLabHQ/context-engineering-kit | Loads open, unresolved PR review comments and aggregates them as task files in .specs/comments so parallel agents can fix them. |
| managing-contacts 80/100 · B | mailtrap/mailtrap-skills | Manages Mailtrap marketing contacts through its Contacts API or UI, including bulk import, segments, custom fields, custom events, and syncing from a CRM. |
| manus 87/100 · B | sanjay3290/ai-skills | Delegates complex, long-running tasks to the Manus AI agent for autonomous execution, such as deep web research, market analysis, product comparisons, and stock analysis. |
| mcp-builder 89/100 · B | anthropics/skills | Guides building MCP servers that let LLMs use external services through tools, in Python with FastMCP or TypeScript with the MCP SDK. |
| minimax-docx 76/100 · C | MiniMax-AI/skills | Creates, edits, and formats Word DOCX documents with the OpenXML SDK for .NET, including filling existing documents and applying templates with XSD validation. |
| minimax-pdf 73/100 · C | MiniMax-AI/skills | Creates PDFs from scratch, fills in PDF form fields, and reformats existing documents when visual quality and design identity matter. |
| mirrord-ci 83/100 · B | metalbear-co/skills | Helps set up mirrord in CI pipelines to run end-to-end, integration, or automated tests against real staging or shared Kubernetes clusters. |
| mirrord-config 83/100 · B | metalbear-co/skills | Generates, edits, and validates mirrord.json configuration files for connecting a local process to a Kubernetes environment, ensuring the output JSON is valid and schema-conformant. |
| mirrord-up 83/100 · B | metalbear-co/skills | Runs multiple concurrent mirrord sessions from a single mirrord-up.yaml file for compose-style local debugging of several related microservices. |
| model-exploration 80/100 · B | honeydew-ai/honeydew-ai-coding-agents-plugins | Explores the Honeydew semantic layer by discovering entities and fields, setting workspace and branch context, and running structured queries to spot-check field values. |
| naming 77/100 · C | glacierphonk/naming | Names products, SaaS, brands, open source projects, bots, and apps using a metaphor-driven process that produces memorable, meaningful names and avoids AI slop. |
| nano-banana-pro 70/100 · C | swarmclawai/swarmclaw | Generates or edits images with Gemini 3 Pro Image, supporting text-to-image generation, single-image editing, and composition of up to 14 images. |
| neuropixels-analysis 87/100 · B | K-Dense-AI/claude-scientific-skills | Analyzes Neuropixels extracellular recordings with SpikeInterface, covering data loading, preprocessing, drift correction, Kilosort4 spike sorting, quality metrics, and unit curation. |
| notebooklm 83/100 · B | sanjay3290/ai-skills | Queries and manages Google NotebookLM notebooks, including persistent profile authentication, source sync, batch queries, and structured exports. |
| notion-cli 78/100 · C | makenotion/skills | Uses the Notion CLI (ntn) to call the Notion API, manage workers, upload files, create pages, and query databases. |
| nutrient-document-processing 82/100 · B | PSPDFKit-labs/nutrient-agent-skill | Processes documents with Nutrient DWS Processor for PDF generation and conversion, OCR, redaction, watermarking, signing, password protection, optimization, and PDF/A or PDF/UA output. |
| oauth 80/100 · B | mcollina/skills | Implements OAuth 2.0 and 2.1 authorization flows in Fastify applications, including PKCE, client credentials, device flow, refresh token rotation, and JWT validation. |
| onekgpd 87/100 · B | K-Dense-AI/claude-scientific-skills | Queries the 1000 Genomes Project dataset to find which individuals carry specific variants, return variants with allele frequencies, and check relatedness between individuals. |
| ontology-explorer 82/100 · B | HeshamFS/materials-simulation-skills | Parses, navigates, and queries materials science ontology structures, including class hierarchies, property definitions, term search, and OWL/XML summaries, currently for CMSO and ASMO. |
| openai-image-gen 73/100 · C | swarmclawai/swarmclaw | Generates images through the OpenAI Images API with GPT Image, DALL-E 3, or DALL-E 2, supporting batch generation and HTML gallery output. |
| optimize-agent-prompt 81/100 · B | browserbase/skills | Builds and improves Browserbase Agent API demos by running a fixed task, collecting logs, scoring results, revising one system-prompt heuristic, and confirming convergence. |
| physical-ai-defect-image-generation 79/100 · C | NVIDIA/skills | Orchestrates defect image generation with NVIDIA Cosmos AnomalyGen on OSMO for PCBA, metal surface, and glass inspection, including setup, finetuning checkpoints, and deployment configuration. |
| physical-ai-video-data-augmentation 83/100 · B | NVIDIA/skills | Runs video data augmentation and auto-labeling workflows on OSMO, covering flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. |
| playwright-skill 85/100 · B | lackeyjb/playwright-skill | Automates browsers with Playwright, auto-detecting dev servers and writing reusable test scripts for screenshots, responsive checks, UX validation, login flows, and link checks. |
| playwright-skill 86/100 · B | LambdaTest/agent-skills | Generates Playwright automation scripts and end-to-end tests in TypeScript, JavaScript, Python, Java, or C#, run locally or on TestMu AI cloud. |
| publish-models 71/100 · C | replicate/skills | Pushes and publishes custom AI models to Replicate and sets up CI/CD for releasing new model versions safely, including cog-safe-push validation. |
| push-to-registry 80/100 · B | hashicorp/agent-skills | Pushes Packer build metadata to the HCP Packer registry to track and manage image lifecycle. |
| query 71/100 · C | honeydew-ai/honeydew-ai-coding-agents-plugins | Queries and analyzes data through the Honeydew semantic layer, including natural language analysis questions, deep multi-step investigations, and structured queries. |
| query-debugging 77/100 · C | honeydew-ai/honeydew-ai-coding-agents-plugins | Inspects past Honeydew query executions, including client, semantic definition, compiled SQL, and who ran them, and helps debug failures. |
| react-email 83/100 · B | resend/resend-skills | Guides building HTML email templates with React components, rendering them to HTML, adding the visual email editor, and sending with Resend. |
| remove-background 86/100 · B | Bria-AI/bria-skill | Removes backgrounds from images to produce transparent PNGs, cutouts, and masks by segmenting foreground from background, using Bria RMBG 2.0. |
| render-chatgpt-chat 81/100 · B | gooseworks-ai/goose-skills | Assembles a ChatGPT chat-reveal video ad from thread and timeline JSON, using a recorded mobile chat and a designed end card. |
| render-proof-points-overlay 89/100 · B | gooseworks-ai/goose-skills | Builds proof-point pill overlays for a perfect-score UGC video ad and composites them onto a base clip, then adds the music bed. |
| render-whiteboard-explainer 81/100 · B | gooseworks-ai/goose-skills | Assembles a whiteboard explainer video ad from a beats file, with narration, a hand-lettered title, bulleted rows and traced drawings. |
| reqnroll-skill 84/100 · B | LambdaTest/agent-skills | Generates Reqnroll BDD automation scripts in C# for web testing with Selenium and mobile testing with Appium, running locally or on TestMu AI cloud. |
| resend 84/100 · B | resend/resend-skills | Guides work with the Resend email API, including sending transactional emails, inbound webhooks, templates, delivery tracking, domains, contacts, broadcasts, and API keys. |
| resend-cli 83/100 · B | resend/resend-skills | Operates the Resend platform from the terminal with the resend CLI, covering sending emails, domains, contacts, broadcasts, templates, webhooks, API keys, automations, and events. |
| review-pr 78/100 · C | NeoLabHQ/context-engineering-kit | Reviews an existing GitHub pull request and posts inline review comments on its diff, for changes that are already on an opened PR. |
| rover 84/100 · B | apollographql/skills | Guides using the Apollo Rover CLI to publish and fetch schemas, compose supergraphs, run local development, validate with check and lint, and configure authentication. |
| safe-browser 75/100 · C | browserbase/skills | Builds constrained-browser agents whose safe_browser tool enforces a domain allowlist, so an agent can browse without raw browser, shell, or CDP access. |
| security-review 86/100 · B | getsentry/skills | Reviews code for security vulnerabilities including injection, XSS, authentication, authorization, and cryptography issues, using a systematic process with confidence-based reporting. |
| selenium-skill 86/100 · B | LambdaTest/agent-skills | Generates Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby, or PHP, run locally or on TestMu AI cloud. |
| semgrep 92/100 · A | trailofbits/skills | Runs a Semgrep security scan over a codebase, detecting languages, selecting rulesets, requiring approval of the plan, and merging output to SARIF. |
| sending-emails 80/100 · B | mailtrap/mailtrap-skills | Guides integrating, configuring, and troubleshooting Mailtrap live email sending through its Email API or SMTP when wiring outbound mail from an application. |
| seo-dataforseo 88/100 · B | AgriciDaniel/claude-seo | Pulls live SEO data through the DataForSEO server, including SERP analysis, keyword research, backlink profiles, on-page and competitor analysis, and AI visibility tracking. |
| seo-google 86/100 · B | AgriciDaniel/claude-seo | Retrieves Google data from Search Console, PageSpeed Insights, CrUX, the Indexing API, and GA4 on Core Web Vitals, indexation, search performance, and organic traffic. |
| seo-image-gen 88/100 · B | AgriciDaniel/claude-seo | Generates AI images for SEO assets such as social preview images, blog hero images, product photos, and infographics, using Gemini through the nanobanana server. |
| serpapi-web-search 77/100 · C | serpapi/skills | Retrieves structured search data from 130+ engines, including Google Scholar citations, local business details, flight and hotel prices, and job listings. |
| setting-up-sending-domain 80/100 · B | mailtrap/mailtrap-skills | Guides adding and verifying a Mailtrap sending domain, including DNS propagation issues, registrar or DNS provider steps, compliance after verification, and click tracking. |
| skill-builder 81/100 · B | yusufkaraaslan/Skill_Seekers | Detects source types automatically and builds AI skills with Skill Seekers from documentation, repos, PDFs, videos, or other knowledge sources. |
| skill-scanner 88/100 · B | getsentry/skills | Scans agent skills for prompt injection, malicious scripts, excessive permissions, secret exposure, and supply chain risks before installation. |
| slidewright 90/100 · A | tronghieu/agent-skills | Builds interactive presentation websites for slide decks projected to a room, including slide editing, deck restyling, phone remote control, and PDF export. |
| smartui-skill 81/100 · B | LambdaTest/agent-skills | Generates SmartUI visual regression test configurations for screenshot comparison on TestMu AI cloud, working with Playwright, Selenium, Cypress, and Puppeteer. |
| subtitles 87/100 · B | ZeroPointRepo/youtube-skills | Fetches timestamped subtitles from any YouTube video, for translating, reading along, following foreign-language content, language learning, or accessibility. |
| summarize 68/100 · D | swarmclawai/swarmclaw | Summarizes or extracts text and transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI. |
| supabase 81/100 · B | supabase/agent-skills | Guides work on Supabase projects, including Database, Auth, Edge Functions, Realtime, Storage, client libraries, migrations, security audits, and debugging errors. |
| swarmclaw 74/100 · C | swarmclawai/swarmclaw | Teaches agents running on SwarmClaw how to use its 6 primitive tools, persistent memory, dreaming, delegation, connectors, credentials, and the skill system. |
| swarmvault 74/100 · C | swarmclawai/swarmclaw | Establishes schema-first conventions for working with a SwarmVault knowledge vault, and prefers graph queries over broad search. |
| swarmvault 75/100 · C | swarmclawai/swarmvault | Builds a local-first knowledge vault that writes markdown, graph, search, dashboard, and MCP artifacts to disk from books, notes, transcripts, datasets, URLs, and code. |
| tao-run-deft-cr-its-mining 87/100 · B | NVIDIA/skills | Runs a mining-based DEFT improvement loop for ITS Cosmos-Reason binary video questions, focusing on classification and evaluation without reasoning, driven by gap analysis. |
| tao-run-deft-object-detection 92/100 · A | NVIDIA/skills | Runs the DEFT data augmentation loop for Grounding DINO object detection, with baseline inference, gap analysis, unique-neighbor mining, retraining, and source pool preparation. |
| testing-with-sandbox 80/100 · B | mailtrap/mailtrap-skills | Captures outbound email in development or staging without reaching real recipients, using Mailtrap Email Sandbox to inspect HTML and headers and automate tests. |
| tool-design 86/100 · B | muratcankoylan/Agent-Skills-for-Context-Engineering | Guides the tool-interface layer of agent systems, including tool descriptions, schemas, response formats, error recovery messages, MCP server design, and adding or removing tools. |
| train-sentence-transformers 83/100 · B | huggingface/skills | Trains and fine-tunes sentence-transformers models, including bi-encoders, cross-encoders, sparse encoders, and multi-vector encoders, with guidance on loss selection, hard-negative mining, evaluators, and Hub publishing. |
| transcript 87/100 · B | ZeroPointRepo/youtube-skills | Fetches the spoken content of YouTube videos from pasted links or IDs, for summarizing, quoting, transcribing, translating, fact-checking, or extracting information. |
| transcriptapi 90/100 · A | ZeroPointRepo/youtube-skills | Provides YouTube access for transcripts, video and channel search, channel browsing, playlists, and within-channel search from pasted links, IDs, or handles. |
| triage-frontend-issues 86/100 · B | getsentry/skills | Triages new issues in the Sentry javascript project by archiving non-actionable noise, always archiving with untilEscalating and never resolving. |
| unbrowse 83/100 · B | unbrowse-ai/unbrowse | Searches and calls websites through Unbrowse's API or remote MCP, reusing indexed site tools, reading pages, and learning missing routes in its cloud browser. |
| using-email-templates 80/100 · B | mailtrap/mailtrap-skills | Guides creating and sending Mailtrap-hosted email templates with Handlebars personalization, template UUIDs in API payloads, and debugging variables and previews. |
| utility-update-pm-skills 83/100 · B | product-on-purpose/pm-skills | Compares the locally installed pm-skills version against the latest public release and updates local files with conflict-aware overwrite-or-skip options, producing an update report. |
| varlock 75/100 · C | wrsmith108/varlock-claude-skill | Manages environment variables and secrets with Varlock so secrets are never exposed in terminals, logs, traces, or Claude's context. |
| venice-models 78/100 · C | veniceai/skills | Discovers Venice models, their capabilities, constraints, and pricing through the models endpoints, so the right model can be picked programmatically. |
| venice-text-routing 80/100 · B | veniceai/skills | Routes a prompt to the right Venice text model based on privacy tier, modality, capability, uncensored needs, and cost, when a local agent escalates. |
| vgl 82/100 · B | Bria-AI/bria-skill | Controls AI image generation by writing structured VGL JSON that sets object placement, lighting direction, camera angle, lens focal length, composition, and color scheme. |
| video-remove-background 86/100 · B | Bria-AI/bria-skill | Removes backgrounds from videos to produce transparent videos and alpha-channel clips without green-screen footage, using Bria's video editing pipeline. |
| video-transcript 87/100 · B | ZeroPointRepo/youtube-skills | Extracts video content as text from pasted YouTube links or IDs, for transcribing, summarizing, quoting, translating, or finding out what a video says. |
| vision-analysis 69/100 · D | MiniMax-AI/skills | Analyzes, describes, and extracts information from images, including text extraction, using the MiniMax vision MCP tool. |
| vox-director 85/100 · B | Alisa0808/vox-director | Turns one topic into a Vox-style paper-collage explainer or ad video, automating script, motion, voice-over, music, and captions via Atlas Cloud and ffmpeg. |
| vss-deploy-detection-tracking-2d 90/100 · A | NVIDIA/skills | Deploys, runs, debugs, tears down, and calls the REST API of the RTVI-CV 2D detection and tracking microservice. |
| xcuitest-skill 84/100 · B | LambdaTest/agent-skills | Generates XCUITest UI tests in Swift for iOS and iPadOS apps, supporting local simulators and TestMu AI cloud real devices. |
| youtube-api 90/100 · A | ZeroPointRepo/youtube-skills | Retrieves YouTube data without Google API quotas or OAuth setup, including transcripts, video metadata, channel info, search results, and playlists. |
| youtube-channels 90/100 · A | ZeroPointRepo/youtube-skills | Browses a YouTube channel from a handle or URL, listing recent uploads, searching within the channel, and resolving a handle to a channel ID. |
| youtube-data 90/100 · A | ZeroPointRepo/youtube-skills | Retrieves structured YouTube data without Google API quotas or OAuth, including transcripts, video metadata, channel upload history, search results, and playlist contents. |
| youtube-full 90/100 · A | ZeroPointRepo/youtube-skills | Provides YouTube access for transcripts, video and channel search, channel browsing, playlists, and within-channel search, for video summaries, quotes, translations, and topic research. |
| youtube-playlist 90/100 · A | ZeroPointRepo/youtube-skills | Lists and browses the videos in a YouTube playlist from pasted links or IDs, and works through a playlist for transcripts or research. |
| youtube-search 90/100 · A | ZeroPointRepo/youtube-skills | Finds YouTube videos and channels on any topic, including creators who cover a subject, tutorials, talks, and channel lookups by name or handle. |
| youtube-transcript 80/100 · B | tubeagentkit/youtube-transcript-skills | Fetches YouTube video transcripts through the metered getyoutubetranscript.com API, and also searches YouTube, resolves channel handles, lists playlist videos, and checks credit balance. |
| yt 87/100 · B | ZeroPointRepo/youtube-skills | Handles quick YouTube lookups, including transcripts, search, summaries, and a channel's latest uploads, from pasted links, IDs, or handles. |
| 13c-metabolic-flux 87/100 · B | K-Dense-AI/claude-scientific-skills | Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope… |
| alphagenome 87/100 · B | K-Dense-AI/claude-scientific-skills | Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus… |
| arbor 81/100 · B | K-Dense-AI/claude-scientific-skills | Applies Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training, agent harnesses, data synthesis… |
| arboreto 87/100 · B | K-Dense-AI/claude-scientific-skills | Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3. Use for… |
| benchling-integration 87/100 · B | K-Dense-AI/claude-scientific-skills | Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries… |
| bgpt-paper-search 82/100 · B | K-Dense-AI/claude-scientific-skills | Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported… |
| bids 79/100 · C | K-Dense-AI/claude-scientific-skills | Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets. Supports organizing neuroscience and biomedical data (MRI… |
| cantera 87/100 · B | K-Dense-AI/claude-scientific-skills | Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement… |
| cellprofiler 79/100 · C | K-Dense-AI/claude-scientific-skills | Runs reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts, and per-object fluorescence measurements. Supports… |
| cellxgene-census 87/100 · B | K-Dense-AI/claude-scientific-skills | Queries the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need… |
| cirq 87/100 · B | K-Dense-AI/claude-scientific-skills | Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum… |
| clinical-decision-support 79/100 · C | K-Dense-AI/claude-scientific-skills | Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and… |
| clinical-reports 79/100 · C | K-Dense-AI/claude-scientific-skills | Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research… |
| competitor-ad-intelligence 82/100 · B | github/awesome-copilot | Use this skill when the user asks to analyze, tear down, or reverse-engineer a competitor's paid ads. Trigger for prompts like "what ads is… |
| datalad 85/100 · B | K-Dense-AI/claude-scientific-skills | Retrieves, versions, and publishes scientific datasets with DataLad and git-annex, and captures computational provenance with datalad run, rerun… |
| datamol 79/100 · C | K-Dense-AI/claude-scientific-skills | Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing… |
| dnanexus-integration 79/100 · C | K-Dense-AI/claude-scientific-skills | Builds and operates reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow… |
| experimental-design 88/100 · B | K-Dense-AI/claude-scientific-skills | Designs experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so… |
| flowio 89/100 · B | K-Dense-AI/claude-scientific-skills | Reads, inspects, and writes Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel… |
| flowkit 87/100 · B | K-Dense-AI/claude-scientific-skills | Analyzes flow cytometry data with FlowKit, including spillover compensation, logicle and biexponential transforms, hierarchical gating, GatingML… |
| folklore-variant-evidence 77/100 · C | K-Dense-AI/claude-scientific-skills | Retrieves ClinGen gene-disease validity assertions for a public gene or disease, and reviews source-linked public evidence and literature for one… |
| gemini-api 85/100 · B | google/skills | Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the… |
| generate-image 93/100 · A | K-Dense-AI/claude-scientific-skills | Generates or edits images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow). Use for photos… |
| genomic-intelligence 80/100 · B | K-Dense-AI/claude-scientific-skills | Predicts regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language… |
| geomaster 87/100 · B | K-Dense-AI/claude-scientific-skills | Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine… |
| gget 81/100 · B | K-Dense-AI/claude-scientific-skills | Queries 20+ bioinformatics resources through CLI/Python. Supports quick lookups of gene info, BLAST/BLAT, viral sequence downloads, PDB/mmCIF… |
| hypogenic 93/100 · A | K-Dense-AI/claude-scientific-skills | Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic`… |
| hypothesis-generation 79/100 · C | K-Dense-AI/claude-scientific-skills | Formulates evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating… |
| imaging-data-commons 76/100 · C | K-Dense-AI/claude-scientific-skills | Queries and downloads public cancer imaging data from NCI Imaging Data Commons. Supports IDC collection discovery, DICOM access, radiology (CT, MR… |
| labarchive-integration 79/100 · C | K-Dense-AI/claude-scientific-skills | Integrates with the official LabArchives ELN REST-like API and Inventory API v1. Supports regional endpoint selection, signed-request construction… |
| lamindb 85/100 · B | K-Dense-AI/claude-scientific-skills | Manages biological datasets and models with LaminDB, including artifact registration, lineage tracking, schema validation, Bionty ontology… |
| mageck 87/100 · B | K-Dense-AI/claude-scientific-skills | Analyzes pooled CRISPR screen FASTQ reads and guide-count matrices with MAGeCK, validates guide libraries and contrasts, measures replicate and… |
| marine-carbonate-chemistry 87/100 · B | K-Dense-AI/claude-scientific-skills | Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research. Use for paired… |
| markdown-mermaid-writing 87/100 · B | K-Dense-AI/claude-scientific-skills | Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references… |
| matchms 93/100 · A | K-Dense-AI/claude-scientific-skills | Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral… |
| matplotlib 81/100 · B | K-Dense-AI/claude-scientific-skills | Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements, novel plot types, and scientific… |
| medchem 81/100 · B | K-Dense-AI/claude-scientific-skills | Applies medicinal chemistry filters for compound triage, using drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR… |
| microsoft-code-reference 76/100 · C | github/awesome-copilot | Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or… |
| microsoft-skill-creator 82/100 · B | github/awesome-copilot | Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft… |
| ncats-arax 93/100 · A | K-Dense-AI/claude-scientific-skills | Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph… |
| networkx 85/100 · B | K-Dense-AI/claude-scientific-skills | Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures… |
| nextflow 85/100 · B | K-Dense-AI/claude-scientific-skills | Builds, runs, and debugs Nextflow DSL2 pipelines and nf-core workflows. Use for Nextflow, nf-core, .nf files, nextflow.config… |
| nmrglue 87/100 · B | K-Dense-AI/claude-scientific-skills | Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration… |
| nwb-conversion 87/100 · B | K-Dense-AI/claude-scientific-skills | Converts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks… |
| ontology-term-resolution 88/100 · B | K-Dense-AI/claude-scientific-skills | Resolves free-text scientific labels to ontology term IDs and validates existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also looks… |
| paper-lookup 87/100 · B | K-Dense-AI/claude-scientific-skills | Searches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns results… |
| paperclip 87/100 · B | K-Dense-AI/claude-scientific-skills | Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK… |
| parallel-web 77/100 · C | K-Dense-AI/claude-scientific-skills | Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best… |
| pathogen-variant-surveillance 89/100 · B | K-Dense-AI/claude-scientific-skills | Queries public GenSpectrum LAPIS data for pathogen genomic surveillance, current lineage nomenclature, weekly sequence proportions, reporting… |
| pennylane 87/100 · B | K-Dense-AI/claude-scientific-skills | Builds and differentiates PennyLane quantum circuits, hybrid PyTorch or JAX models, molecular VQE and QAOA workflows. Use for variational quantum… |
| physical-ai-infrastructure-setup-and-resilient-scaling 78/100 · C | NVIDIA/skills | Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local… |
| physical-ai-neural-reconstruction 87/100 · B | NVIDIA/skills | Router for NVIDIA NuRec/NRE: USDZ rendering, NCore conversion, 3DGS, gRPC sensor sim, carline adaptation, PhysicalAI HF datasets. Do NOT use for… |
| polars-bio 87/100 · B | K-Dense-AI/claude-scientific-skills | Performs genomic interval overlap, nearest, merge, coverage, complement and subtraction on Polars DataFrames, and reads or writes BED, VCF, BCF… |
| protocolsio-integration 81/100 · B | K-Dense-AI/claude-scientific-skills | Reads, validates, and safely exports protocols.io data with current official REST/MCP contracts, or creates non-executing mutation plans. The… |
| pybamm 87/100 · B | K-Dense-AI/claude-scientific-skills | Simulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver… |
| pycalphad 87/100 · B | K-Dense-AI/claude-scientific-skills | Computes finite-temperature CALPHAD equilibria, phase fractions, and phase compositions from thermodynamic TDB databases using pycalphad. Use for… |
| pydeseq2 89/100 · B | K-Dense-AI/claude-scientific-skills | Performs bulk RNA-seq differential expression analysis with PyDESeq2, including count validation, formula designs, explicit contrasts, Wald tests… |
| pytorch-lightning 81/100 · B | K-Dense-AI/claude-scientific-skills | Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU… |
| pyzotero 87/100 · B | K-Dense-AI/claude-scientific-skills | Manages Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items, collections, tags, and… |
| qiskit 87/100 · B | K-Dense-AI/claude-scientific-skills | Builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuits and operators, V2… |
| qutip 87/100 · B | K-Dense-AI/claude-scientific-skills | Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space… |
| rdkit 81/100 · B | K-Dense-AI/claude-scientific-skills | Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search… |
| resemble-detect 74/100 · C | github/awesome-copilot | Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker… |
| scaffold-cli 89/100 · B | mblode/agent-skills | Scaffolds a TypeScript CLI and npm package with the house toolchain, dual tsdown outputs, CLI contracts, changesets, and publishing templates. Use… |
| scanpy 79/100 · C | K-Dense-AI/claude-scientific-skills | Performs Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking, pseudobulk… |
| scholar-evaluation 89/100 · B | K-Dense-AI/claude-scientific-skills | Provides qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with… |
| scientific-brainstorming 87/100 · B | K-Dense-AI/claude-scientific-skills | Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation… |
| scientific-schematics 81/100 · B | K-Dense-AI/claude-scientific-skills | Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when… |
| scikit-learn 89/100 · B | K-Dense-AI/claude-scientific-skills | Supports machine learning in Python with scikit-learn. Applies when working with supervised learning (classification, regression), unsupervised… |
| scvelo 87/100 · B | K-Dense-AI/claude-scientific-skills | Performs RNA velocity analysis with scVelo from spliced and unspliced single-cell RNA counts. Fits deterministic or dynamical models, examines gene… |
| seo-backlinks 82/100 · B | AgriciDaniel/claude-seo | Analyze a site's backlink profile, anchors, toxic signals, competitors, gaps, and disavow candidates. Use only when links or referring domains are… |
| seo-backlinks 76/100 · C | infrasity-labs/dev-gtm-claude-skills | Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Works with free APIs (Moz… |
| seo-dataforseo 80/100 · B | infrasity-labs/dev-gtm-claude-skills | Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube, Google Images), keyword research (volume, difficulty, intent… |
| seo-firecrawl 85/100 · B | AgriciDaniel/claude-seo | Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages"… |
| seo-matomo 85/100 · B | AgriciDaniel/claude-seo | Matomo Reporting API extension. Self-hosted or Matomo Cloud analytics as a GA4 alternative or complement. Organic traffic, landing pages, device /… |
| seo-profound 68/100 · D | AgriciDaniel/claude-seo | Profound LLM citation tracker (extension). Time-series brand citation rates across ChatGPT, Perplexity, and other LLMs. Pairs with seo-seranking for… |
| seo-seranking 71/100 · C | AgriciDaniel/claude-seo | SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single… |
| seo-seranking 65/100 · D | infrasity-labs/dev-gtm-claude-skills | SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single… |
| skill-evaluator 84/100 · B | HeshamFS/materials-simulation-skills | Rigorously evaluate an Agent Skill end-to-end across ANY coding-agent CLI — verify its scripts emit the documented numbers (deterministic checks)… |
| statistical-power 90/100 · A | K-Dense-AI/claude-scientific-skills | Calculates sample sizes and statistical power for study planning. Applies when someone asks "how many subjects/samples/replicates do I need", wants… |
| statsmodels 79/100 · C | K-Dense-AI/claude-scientific-skills | Fits and diagnoses Python statistical models including OLS, GLM, discrete and mixed models, ARIMA and SARIMAX. Supports coefficient inference… |
| tamarind 83/100 · B | K-Dense-AI/claude-scientific-skills | Provides access to a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP… |
| tao-data-io 78/100 · C | NVIDIA/skills | The data-mover for TAO jobs — decides the storage tier (A pre-positioned mount with zero fetch / B volume-from-S3 / C ephemeral in-compute fetch)… |
| tao-finetune-huggingface-model 85/100 · B | NVIDIA/skills | Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches. Use… |
| tao-generate-image-grounding 88/100 · B | NVIDIA/skills | Two-step image grounding pipeline: extracts referring expressions from (image, caption) pairs and grounds them to pixel-space bounding boxes via a… |
| tao-generate-referring-expressions 86/100 · B | NVIDIA/skills | Four-step image referring-expression pipeline: turns images plus KITTI bounding-box labels into region descriptions, scene captions, grounded… |
| tao-generate-video-reasoning-annotations 88/100 · B | NVIDIA/skills | Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level captions, structured descriptions, and… |
| tao-port-huggingface-model 84/100 · B | NVIDIA/skills | Integrate a HuggingFace Computer Vision model into the NVIDIA TAO Toolkit ecosystem (tao-core config, tao-pytorch trainer, tao-deploy TensorRT… |
| tao-run-on-brev 80/100 · B | NVIDIA/skills | Run a TAO training/evaluation/inference container on an NVIDIA Brev GPU instance. Instance provisioning (create/search/stop/delete/login) is… |
| tellurium 87/100 · B | K-Dense-AI/claude-scientific-skills | Simulates biochemical kinetic models from SBML or Antimony with Tellurium and libRoadRunner, checks model units, compares deterministic parameter… |
| transloadit-media-processing 79/100 · C | github/awesome-copilot | Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or… |
| usfiscaldata 87/100 · B | K-Dense-AI/claude-scientific-skills | Queries the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily… |
| vaex 87/100 · B | K-Dense-AI/claude-scientific-skills | Processes large tabular scientific datasets with Vaex expressions, filtered views, streamed statistics, binned visualizations, and file conversion… |
| zarr-python 87/100 · B | K-Dense-AI/claude-scientific-skills | Stores and queries chunked N-D scientific arrays with Zarr-Python 3, including codecs, sharding, S3/GCS storage, and NumPy/Dask/Xarray integration… |