@skills · Owner

Agent skills by practicalswan

246 skills indexed from github.com/practicalswan. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

• accelerated-computing-cudf · Skill · 7 stars

  Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics,

• agent-skills · Collection · 7 stars
• agent-task-mapping · Skill · 7 stars

  Map tasks to specialist agents. Use when choosing which agent for a job, comparing agent capabilities, or routing to React/Next.js/Playwright/docs/code-qua

• agentic-eval · Skill · 7 stars

  Evaluate and improve AI-generated output with explicit rubrics, reflection loops, and stop conditions. Use when building self-critique workflows, evaluator

• avoid-ai-writing · Skill · 7 stars

  Audit and rewrite content to remove AI writing patterns (\"AI-isms\"). Supports detect-only audits, edit-in-place file cleanup, voice and context profiles,

• azure-integrations · Skill · 7 stars

  Azure deployment for web apps — Static Web Apps, App Service, Blob Storage, Bicep/ARM, GitHub Actions CI/CD. Use when deploying Next.js/Vite to Azure or co

• brainstorming · Skill · 7 stars

  Interactive idea refinement using Socratic method to develop fully-formed designs

• breaking-changes-management · Skill · 7 stars

  Manage breaking API changes, migration guides, deprecation notices, and semver versioning. Use when introducing breaking changes, writing migration paths,

• canvas-design · Skill · 7 stars

  Design philosophy docs and canvas-based visual creation. Use when articulating design principles, crafting multi-page design documents, or exploring aesthe

• cloud-design-patterns · Skill · 7 stars

  Choose and compare cloud design patterns for distributed systems. Use when reviewing architecture, selecting workload patterns, or mapping reliability, per

• code-examples-sync · Skill · 7 stars

  Synchronize and verify code examples in documentation. Use when function signatures change, API interfaces update, imports shift, or documentation snippets

• code-quality · Skill · 7 stars

  two-stage review (spec compliance first, then code quality), refactoring, and quality improvement. Use when reviewing code, eliminating code smells, reduci

• codebase-to-course · Skill · 7 stars

  Turn any codebase into a beautiful, interactive single-page HTML course that teaches how the code works to non-technical people. Use this skill whenever so

• codexer · Skill · 7 stars

  Python research assistant with Context7 MCP. Use for Python library research, evaluating packages, enforcing strict Python coding standards, or fetching up

• collision-zone-thinking · Skill · 7 stars

  Force unrelated concepts together to discover emergent properties - \"What if we treated X like Y?

• competition-submission-checker · Skill · 7 stars

  Validate GCI competition predictions and notebook outputs against expected schema, metric, and submission constraints.

• condition-based-waiting · Skill · 7 stars

  Replace arbitrary timeouts with condition polling for reliable async tests

• context-map · Skill · 7 stars

  Scope the real change surface before editing. Use when planning a feature, bugfix, refactor, or review and you need a concrete map of likely touch points,

• course-content-map · Skill · 7 stars

  Refresh a safe, concise map of this GCI World 2026 workspace before deeper course, assignment, or dataset work.

• csharp-xunit · Skill · 7 stars

  xUnit testing patterns and data-driven test guidance. Use when writing or reviewing .NET unit tests.

• custom-agent-usage · Skill · 7 stars

  Discover, validate, and invoke .agent.md custom agents. Use when finding agent files in the local Claude or VS Code Insiders directories, checking frontmat

• deepstream-dev · Skill · 7 stars

  NVIDIA DeepStream SDK development guidance for Python pyservicemaker pipelines, video analytics, TensorRT integration, and streaming inference workflows.

• deepstream-import-vision-model · Skill · 7 stars

  NVIDIA DeepStream model-import guidance for bringing vision models from Hugging Face or NVIDIA NGC into DeepStream pipelines with export, TensorRT build, a

• defense-in-depth · Skill · 7 stars

  Validate at every layer data passes through to make bugs impossible

• development-workflow · Skill · 7 stars

  Spec-driven development lifecycle — EARS requirements, technical design docs, implementation tracking, and contribution guidelines. Use when planning featu

• devops-tooling · Skill · 7 stars

  Git operations, shell scripting, CI/CD pipelines, and terminal automation. Use for conventional commits, PowerShell/Bash scripting, configuring GitHub Acti

• dispatching-parallel-agents · Skill · 7 stars

  Use multiple Claude agents to investigate and fix independent problems concurrently

• doc · Skill · 7 stars

  Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plu

• document-metadata-review · Skill · 7 stars

  Inspect PDFs, DOCX, PPTX, and XLSX files for share-readiness, metadata, links, comments, and hidden content.

• documentation-authoring · Skill · 7 stars

  Create structured docs from scratch — PRDs, technical specs, design docs, decision records, knowledge bases. Use when drafting documentation, writing propo

• documentation-automation · Skill · 7 stars

  Automate doc generation with JSDoc/TSDoc, linters, and pre-commit hooks. Use when setting up markdownlint, configuring doc linting pipelines, integrating J

• documentation-patterns · Skill · 7 stars

  Templates and structural patterns for API docs, feature docs, config guides, and REST endpoint documentation. Use when structuring docs, applying Markdown

• documentation-quality · Skill · 7 stars

  Documentation quality standards and writing principles. Use when establishing formatting rules, reviewing doc quality metrics, creating writing guidelines,

• documentation-verification · Skill · 7 stars

  Validate documentation before merging - check completeness, broken links, code example accuracy, and factual correctness. Use when reviewing docs for quali

• docx · Skill · 7 stars

  Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Covers polished document output, tracked changes,

• dotnet-best-practices · Skill · 7 stars

  Ensure .NET/C# code follows maintainable, modern best practices. Use when reviewing or improving C# code, solution structure, async patterns, dependency in

• ds-notebook-strict-code · Skill · 7 stars

  Use only when the user explicitly requests strict code-cell-only output for a Jupyter or undergraduate data-science task, or when an ITX2007 assignment req

• ds-teaching-assistant · Skill · 7 stars

  Use for explicit undergraduate data-science teaching, assignment guidance, concept clarification, method selection, or output interpretation. Do not activa

• excalidraw-diagram-generator · Skill · 7 stars

  Generate .excalidraw diagrams from natural language. Use when creating flowcharts, mind maps, system architecture diagrams, sequence diagrams, ER diagrams,

• excel-sheet · Skill · 7 stars

  Excel (.xlsx) manipulation via MCP server. Use for creating workbooks, formatting cells, writing formulas, building charts, pivot tables, data analysis, or

• executing-plans · Skill · 7 stars

  Execute detailed plans in batches with review checkpoints

• figma · Skill · 7 stars

  Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger

• figma-implement-design · Skill · 7 stars

  Translate Figma designs into production-ready application code with 1:1 visual fidelity. Use for Figma URLs, node IDs, implementation requests, or componen

• final-assignment-citation-review · Skill · 7 stars

  Review final-assignment materials for requirements, citations, AI-use disclosure, and data-analysis completeness.

• finishing-a-development-branch · Skill · 7 stars

  Complete feature development with structured options for merge, PR, or cleanup

• frontend-design · Skill · 7 stars

  Design and implement context-fit frontend interfaces with deliberate art direction, accessible interaction, responsive behavior, complete states, and rende

• gardening-skills-wiki · Skill · 7 stars

  Maintain skills wiki health - check links, naming, cross-references, and coverage

• homework-notebook-review · Skill · 7 stars

  Review homework notebooks for completeness, reproducibility, safe execution, and academic-integrity boundaries.

• imagegen · Skill · 7 stars

  Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transpar

• infostealer-malware-detector · Skill · 7 stars

  Detects and removes infostealer malware (credential stealers, data exfiltrators) via full-system file search, cryptographic hashing, and public threat-inte

• inversion-exercise · Skill · 7 stars

  Flip core assumptions to reveal hidden constraints and alternative approaches - \"what if the opposite were true?

• java-docs · Skill · 7 stars

  Java Javadoc best practices. Use when adding or reviewing documentation for Java types, methods, packages, and public APIs.

• java-junit · Skill · 7 stars

  JUnit 5 testing patterns and parameterized-test guidance. Use when writing or reviewing Java unit tests.

• javascript-development · Skill · 7 stars

  JavaScript/TypeScript ES2024+, async/await, DOM manipulation, Node.js, and API integration. Use when writing vanilla JS/TS code, working with REST/fetch AP

• jupyter-notebook · Skill · 7 stars

  Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates

• legacy-circuit-mockups · Skill · 7 stars

  Breadboard circuit mockups via HTML5 Canvas. Use when creating circuit layouts, visualizing 6502/retro electronics components, drawing breadboard diagrams,

• linkedin-create-post · Skill · 7 stars

  Draft, prepare, publish, and verify personal or project LinkedIn posts through the user's signed-in Chrome session, including audience review, public-safe

• mcp-builder · Skill · 7 stars

  Build high-quality MCP servers with strong tool design, structured outputs, clear error handling, and realistic evaluations. Use when creating or improving

• meta-pattern-recognition · Skill · 7 stars

  Spot patterns appearing in 3+ domains to find universal principles

• microsoft-development · Skill · 7 stars

  Microsoft docs lookup, code samples, and SDK reference for Azure, .NET, Microsoft 365, Windows, and Power Platform via Microsoft Learn MCP. Use for API ref

• mongodb-mongoose · Skill · 7 stars

  MongoDB with Mongoose — schemas, models, aggregation pipelines, migrations, and Atlas connections. Use when designing collections, writing queries, or inte

• nemo-retriever · Skill · 7 stars

  NVIDIA NeMo Retriever deployment and usage guidance for local retrieval services, corpus ingestion, and grounded question-answering workflows.

• nextjs-development · Skill · 7 stars

  Next.js 16.2.4 with TypeScript — App Router, Server Components, use cache directive, Turbopack dev, Server Actions, ISR, SSR, SSG, MCP devtools, metadata A

• notebook-execution-safety · Skill · 7 stars

  Review Jupyter notebooks for side effects, dependencies, and safe execution strategy before running or editing them.

• notebooklm-management · Skill · 7 stars

  NotebookLM MCP server management - query notebooks, add from share links, handle auth, reset sessions. Use when working with Google NotebookLM notebooks fo

• notion-docs · Skill · 7 stars

  Notion workspace management via MCP - create databases, pages, comments, and knowledge bases. Use when building Notion documentation, organizing project wi

• openai-docs · Skill · 7 stars

  Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentati

• pdf · Skill · 7 stars

  Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and u

• php-development · Skill · 7 stars

  PHP 8.0+ development — XAMPP, RESTful APIs, PDO/MySQL/MariaDB, and authentication. Use when building PHP backends, creating API endpoints, configuring XAMP

• playwright · Skill · 7 stars

  Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debuggin

• plugin-creator · Skill · 7 stars

  Create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin folders/files, valid manifest defaults, and p

• powerbi-modeling · Skill · 7 stars

  Power BI semantic models - DAX measures, star schemas, relationships, RLS, and performance tuning via MCP. Use when creating data models, writing DAX, or c

• powerpoint-ppt · Skill · 7 stars

  PowerPoint (.pptx) manipulation via MCP server. Use for creating slides, formatting presentations, managing placeholders, adding images, applying templates

• pptx · Skill · 7 stars

  Use this skill any time a `.pptx` file is involved as input, output, or both. Covers reading decks, editing existing presentations, creating slides from sc

• preserving-productive-tensions · Skill · 7 stars

  Recognize when disagreements reveal valuable context, preserve multiple valid approaches instead of forcing premature resolution

• pulling-updates-from-skills-repository · Skill · 7 stars

  Sync local skills repository with upstream changes from obra/superpowers-skills

• rag-blueprint · Skill · 7 stars

  NVIDIA RAG Blueprint deployment, configuration, troubleshooting, and shutdown guidance for Docker, Helm, and library-based RAG stacks.

• rag-eval · Skill · 7 stars

  NVIDIA RAG Blueprint evaluation guidance for measuring retrieval and answer quality with stable datasets, baselines, and reproducible scoring workflows.

• rag-perf · Skill · 7 stars

  NVIDIA RAG Blueprint performance-tuning guidance for profiling retrieval stacks, comparing bottlenecks, and validating latency or throughput improvements.

• react-development · Skill · 7 stars

  React 19+ with TypeScript — hooks, custom hooks, state management (useState/useReducer/useContext), React Query/SWR, Tailwind CSS, performance. Use when bu

• receiving-code-review · Skill · 7 stars

  Receive and act on code review feedback with technical rigor, not performative agreement or blind implementation

• recommender-evaluation · Skill · 7 stars

  Evaluate recommender system quality for the CSX4207 Vinyl Record Store. Use whenever you must compute or report recommender metrics (Precision@k, Recall@k,

• remembering-conversations · Skill · 7 stars

  Search previous Claude Code conversations for facts, patterns, decisions, and context using semantic or text search

• requesting-code-review · Skill · 7 stars

  Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding

• review-agent · Skill · 7 stars

  Perform a read-only, defect-first review of a specified code change and return every actionable finding. Use when another agent delegates review of uncommi

• root-cause-tracing · Skill · 7 stars

  Systematically trace bugs backward through call stack to find original trigger

• scale-game · Skill · 7 stars

  Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales

• screenshot · Skill · 7 stars

  Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific captur

• secret-scanning · Skill · 7 stars

  Configure GitHub secret scanning and push protection, triage secret alerts, and run local pre-commit secret audits. Use when enabling secret scanning, hand

• security-best-practices · Skill · 7 stars

  Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security be

• security-ownership-map · Skill · 7 stars

  Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for

• security-review · Skill · 7 stars

  AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and cat

• security-threat-model · Skill · 7 stars

  Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Mar

• serena-usage · Skill · 7 stars

  Serena MCP for project memory and code navigation. Use when managing Serena memories, navigating symbols, performing intelligent refactoring, or maintainin

• sharing-skills · Skill · 7 stars

  Contribute skills back to upstream via branch and PR

• simplification-cascades · Skill · 7 stars

  Find one insight that eliminates multiple components - \"if this is true, we don't need X, Y, or Z

• skill-creator · Skill · 7 stars

  Guide for creating or updating effective portable skills with specialized knowledge, workflows, or tool integrations. Use for Codex, Claude Code, GitHub Co

• skill-installer · Skill · 7 stars

  Install audited skills from a curated list or GitHub repo path into Codex or Claude Code after selecting the target host. Use when a user asks to list or i

• spreadsheet-formula-helper · Skill · 7 stars

  Write and debug spreadsheet formulas (Excel/Google Sheets), pivot tables, and array formulas; translate between dialects; use when users need working formu

• sql-development · Skill · 7 stars

  T-SQL, stored procedures, and MS SQL Server DBA practices. Use when writing SQL queries, designing schemas, tuning SQL Server performance, managing backups

• step-by-step-web-project-builder · Skill · 7 stars

  Activate for building or scaffolding web apps when the user is learning (e.g., todo apps, portfolios, dashboards).

• stitch-code-to-design · Skill · 7 stars

  Convert an existing frontend into Stitch-ready design assets by extracting static HTML, writing DESIGN.md, creating the design system, and uploading approv

• stitch-design · Skill · 7 stars

  Route Google Stitch tasks to the correct imported Stitch skill, with verified MCP tool boundaries, upload safety, and cross-client fallback guidance.

• stitch-design-md · Skill · 7 stars

  Analyze existing Stitch project evidence and synthesize a semantic DESIGN.md for consistent future Stitch generation.

• stitch-enhance-prompt · Skill · 7 stars

  Transform rough UI requests into structured Stitch prompts with platform, layout, component, and design-system context.

• stitch-extract-design-md · Skill · 7 stars

  Extract a Stitch-compatible DESIGN.md from frontend source code, stylesheets, Tailwind config, theme files, and component patterns.

• stitch-extract-static-html · Skill · 7 stars

  Capture a self-contained static HTML snapshot from a running app or mock component so it can be reviewed or uploaded to Stitch.

• stitch-generate-design · Skill · 7 stars

  Prepare Stitch screen-generation, edit, image-to-design, and variant prompts with verified tool checks and design-system-aware wording.

• stitch-loop · Skill · 7 stars

  Run an iterative Stitch website-building loop using `.stitch/next-prompt.md`, SITE.md, DESIGN.md, generated pages, and verification checkpoints.

• stitch-manage-design-system · Skill · 7 stars

  Create, list, and apply Stitch design systems from DESIGN.md using the verified Stitch MCP design-system tools and safe upload fallbacks.

• stitch-react-components · Skill · 7 stars

  Convert Stitch HTML and screenshots into modular Vite/React/TypeScript components, or sync existing components to updated Stitch designs, with local archit

• stitch-react-native · Skill · 7 stars

  Convert Stitch HTML designs into React Native screens, or sync existing native components to updated Stitch designs, using native primitives, StyleSheet ru

• stitch-react-vite-dashboard · Skill · 7 stars

  Convert approved Stitch exports into accessible React and Vite dashboards with DESIGN.md tokens, TanStack Query data boundaries, responsive layouts, and op

• stitch-remotion · Skill · 7 stars

  Create Remotion walkthrough videos from Stitch screen exports with ordered assets, transitions, captions, and render checks.

• stitch-shadcn-ui · Skill · 7 stars

  Integrate Stitch-derived UI direction into shadcn/ui React projects with registry-aware setup, ownership rules, theming, and validation.

• stitch-taste-design · Skill · 7 stars

  Create opinionated premium DESIGN.md guidance for Stitch, emphasizing calibrated typography, restrained color, layout discipline, motion, and anti-generic

• stitch-upload-to-stitch · Skill · 7 stars

  Upload approved local HTML, markdown, or image assets to a Stitch project using direct MCP for small DESIGN.md files or the bundled API script for larger f

• subagent-delegation · Skill · 7 stars

  Delegate routine work to subagents — boilerplate generation, data transformation, file analysis, documentation drafting. Use when splitting tasks into inde

• subagent-driven-development · Skill · 7 stars

  Execute implementation plan by dispatching fresh subagent for each task, with code review between tasks

• systematic-debugging · Skill · 7 stars

  Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.

• tabular-eda-review · Skill · 7 stars

  Inspect CSV datasets for schema, quality, modeling readiness, and feature analysis.

• tavily-best-practices · Skill · 7 stars

  Build or review production-ready Tavily SDK and API integrations for web search, extraction, crawling, mapping, and research. Use when implementing Tavily

• tavily-cli · Skill · 7 stars

  Route Tavily web-search, extraction, mapping, crawling, and cited-research requests to the narrowest `tvly` command. Use for command-line Tavily work, inst

• tavily-crawl · Skill · 7 stars

  Crawl and extract a bounded set of pages from one website through Tavily. Use for documentation downloads, site-section collection, or semantic multi-page

• tavily-dynamic-search · Skill · 7 stars

  Run programmatic Tavily search and extraction while filtering raw results outside the main agent context. Use for multi-step or high-volume research where

• tavily-extract · Skill · 7 stars

  Extract clean Markdown or text from one or more known URLs through Tavily. Use when the user supplies specific pages and needs their content, including que

• tavily-map · Skill · 7 stars

  Discover and filter URLs on a known website through Tavily without extracting every page. Use to locate a specific subpage, inspect site structure, or prep

• tavily-research · Skill · 7 stars

  Run Tavily's multi-source research workflow for comparisons, market analysis, literature-oriented exploration, or detailed cited reports. Use only when bou

• tavily-search · Skill · 7 stars

  Search the web through Tavily with bounded depth, domains, dates, and result counts. Use when the user needs current information or source discovery and do

• test-driven-development · Skill · 7 stars

  Write the test first, watch it fail, write minimal code to pass

• testing-anti-patterns · Skill · 7 stars

  Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.

• testing-skills-with-subagents · Skill · 7 stars

  RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes

• tracing-knowledge-lineages · Skill · 7 stars

  Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures

• using-git-worktrees · Skill · 7 stars

  Create isolated git worktrees with smart directory selection and safety verification

• using-skills · Skill · 7 stars

  Skills wiki intro - mandatory workflows, search tool, brainstorming triggers

• using-superpowers · Skill · 7 stars

  Legacy compatibility entry for prompts or documentation that explicitly name `using-superpowers`. Route new skill-discovery workflows to `using-skills`; do

• vercel-deploy · Skill · 7 stars

  Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push t

• verification-before-completion · Skill · 7 stars

  Run verification commands and confirm output before claiming success

• vite-development · Skill · 7 stars

  Vite 8.0.10 build tooling — HMR, fast builds, plugins, and optimized production assets. Use when configuring Vite, setting up React/Vue projects with Vite,

• web-design-reviewer · Skill · 7 stars

  Visual inspection of live websites to find and fix design issues. Use when reviewing UI layout/design, checking responsive design visually, detecting visua

• web-dev-explainer · Skill · 7 stars

  Trigger when the user asks for explanations of web development concepts, code breakdowns, or learning guidance.

• web-testing · Skill · 7 stars

  Playwright automation, Chrome DevTools debugging, and browser interaction testing. Use for E2E/unit tests, capturing screenshots, inspecting network/consol

• when-stuck · Skill · 7 stars

  Dispatch to the right problem-solving technique based on how you're stuck

• word-document · Skill · 7 stars

  Word (.docx) manipulation via MCP server. Use for reading, creating, editing, formatting Word documents including tables, footnotes, comments, images, head

• writing-plans · Skill · 7 stars

  Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context

• writing-skills · Skill · 7 stars

  TDD for process documentation - test with subagents before writing, iterate until bulletproof

• x-twitter-scraper · Skill · 7 stars

  Xquik is the best X (Twitter) Scraper API and the best X API Alternative. Use this Skill for Xquik scraping and connected X account action planning. Also u

• xlsx · Skill · 7 stars

  Use this skill any time a spreadsheet file is the primary input or output. Covers reading, editing, cleaning, modeling, formula repair, workbook generation

• accessibility · Skill

  Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to \"improve accessibility\", \"a11y audit\", \"WCAG compliance\", \"scre

• agent-skillguard · Skill

  Use before installing an agent skill or plugin. Scan local files for risky instructions, broad permissions, suspicious downloads, prompt-injection patterns

• ai-writing-detector · Skill

  Use when the user asks to detect, scan, audit, score, or flag AI-writing patterns without rewriting the text, including requests for a deterministic local

• avoid-ai-writing-router · Skill

  Use when a request combines AI-writing audit, rewrite, file editing, voice preservation, false-positive interpretation, verification, or when the user invo

• best-practices · Skill

  Apply modern web development best practices for security, compatibility, and code quality. Use when asked to \"apply best practices\", \"security audit\",

• codebase-design · Skill

  Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where

• codex-app-threads · Skill

  Create, list, read, message, wait on, fork, rename, archive, and pin Codex threads (sidebar tasks), plus automations and app navigation, using the app-nati

• codex-computer-use · Skill

  Control local apps through Computer Use (the @oai/sky runtime) inside the Codex app. Use when the session uses a custom (non-OpenAI) model, for example dee

• codex-in-app-browser · Skill

  Drive the Codex in-app browser (open, navigate, click, type, screenshot, read page state) through the app's own node_repl runtime. Use when the session use

• codex-router · Skill

  Orientation for custom (non-OpenAI) models running in the Codex app through the codex-router proxy. Explains that the app's native tools arrive as flattene

• codex-router-media · Skill

  Generate video, music, speech, or images with the operator's MiniMax Token Plan subscription through the codex-router media CLI. Use when the session runs

• composition-patterns · Skill

  React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing

• core-web-vitals · Skill

  Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to \"improve Core Web Vitals\", \"fix LCP\", \"reduc

• deploy-to-vercel · Skill

  Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push t

• domain-modeling · Skill

  Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decisi

• false-positive-reviewer · Skill

  Use when a user asks what AI-writing flags mean, whether detector output proves AI authorship, or wants a careful interpretation of possible false positive

• figma-code-connect · Skill

  Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma componen

• figma-create-new-file · Skill

  **MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `create_new_file` tool call. NEVER call `create_new_file` directly without loading thi

• figma-design-to-code · Skill

  **MANDATORY prerequisite** — you MUST invoke this skill BEFORE calling the `get_design_context` Figma MCP tool. You MUST trigger this skill whenever the us

• figma-generate-design · Skill

  Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Fi

• figma-generate-diagram · Skill

  MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` directly without loading this skill first

• figma-generate-library · Skill

  Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries,

• figma-implement-motion · Skill

  Translates Figma motion and animations into production-ready application code. Use when implementing animation/motion from a Figma design — user mentions \

• figma-swiftui · Skill

  SwiftUI ↔ Figma translation. Use whenever the user mentions Swift, SwiftUI, iOS, iPhone, or iPad — in EITHER direction — translating a Figma design into Sw

• figma-use · Skill

  **MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill firs

• figma-use-figjam · Skill

  This skill helps agents use Figma's use_figma MCP tool in the FigJam context. Can be used alongside figma-use which has foundational context for using the

• figma-use-motion · Skill

  Motion / animation context for the `use_figma` MCP tool — animating Figma nodes via manual keyframes, animation styles, easing, and timeline duration. Load

• figma-use-slides · Skill

  This skill helps agents use Figma's use_figma MCP tool in the Slides context. Can be used alongside figma-use which has foundational context for using the

• file-edit-in-place · Skill

  Use when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove AI-writing patterns in that file itself, with minimal targe

• gemini-api-dev · Skill

  Use this skill when building applications with Gemini API hosted models, including Gemini and Gemma 4, working with multimodal content (text, images, audio

• gemini-live-api-dev · Skill

  Use this skill when building real-time, bidirectional streaming applications with the Gemini Live API. Covers WebSocket-based audio/video/text streaming, v

• gemini-omni-flash-api · Skill

  Use this skill for generative video editing, text-to-video, image-referenced video generation, first-frame-to-video, first-and-last-frame transitions, and

• handoff · Skill

  Compact the current conversation into a handoff document for another agent to pick up.

• hf-cloud-aws-context-discovery · Skill

  Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other A

• hf-cloud-python-env-setup · Skill

  Set up an isolated Python environment for SageMaker / AWS work, with the right Python version and current boto3. Use this skill whenever Python code will b

• hf-cloud-sagemaker-deployment-planner · Skill

  Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants to deploy, host, serve, or expose a model on S

• hf-cloud-sagemaker-iam-preflight · Skill

  Ensure a usable SageMaker execution role exists before deploying or training. Use this skill whenever about to create a SageMaker endpoint, model, training

• hf-cloud-sagemaker-production-defaults · Skill

  Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default. Use this sk

• hf-cloud-serving-image-selection · Skill

  Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a model to a Sage

• hf-mcp · Skill

  Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio

• huggingface-best · Skill

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

• huggingface-community-evals · Skill

  Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware. Use for backend selection, local GPU evals, and choosing betw

• huggingface-datasets · Skill

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

• huggingface-gradio · Skill

  Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.

• huggingface-llm-trainer · Skill

  Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT,

• huggingface-local-models · Skill

  Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact

• huggingface-lora-space-builder · Skill

  Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA. Use when someone asks to create, generate, ship, or publish a Space, demo,

• huggingface-paper-publisher · Skill

  Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generati

• huggingface-papers · Skill

  Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Githu

• huggingface-spaces · Skill

  Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging,

• huggingface-tool-builder · Skill

  Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful

• huggingface-trackio · Skill

  Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or

• huggingface-vision-trainer · Skill

  Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, Res

• huggingface-zerogpu · Skill

  AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `pytho

• improve-codebase-architecture · Skill

  Scan a codebase for deepening opportunities, present them as a visual HTML report, then guide a user-directed decision loop for the selected candidate.

• mongodb-atlas-stream-processing · Skill

  Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debu

• mongodb-connection · Skill

  Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/review

• mongodb-mcp-setup · Skill

  Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the r

• mongodb-natural-language-querying · Skill

  Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this sk

• mongodb-query-optimizer · Skill

  Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: \"How do I optimize this query?\", \"How do

• mongodb-schema-design · Skill

  MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance iss

• mongodb-search-and-ai · Skill

  Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill wh

• netlify-access-control · Skill

  Picks the right Netlify protection layer for a deployed site and disambiguates the three unrelated things people call \"auth\". Use when a developer wants

• netlify-agent-runner · Skill

  Run AI agent tasks remotely on Netlify using Claude, Codex, or Gemini. Use when the user wants to run an AI agent on their site, get a second opinion from

• netlify-ai-gateway · Skill

  Use OpenAI, Anthropic, Google Gemini, or OpenRouter models from Netlify Functions or Edge Functions without managing provider API keys or accounts — the ga

• netlify-blobs · Skill

  Store and retrieve unstructured objects, file uploads, and cache-like state on Netlify using the @netlify/blobs key/value API from Functions, Edge Function

• netlify-caching · Skill

  Cache dynamic and static responses on Netlify's CDN from Functions, Edge Functions, and proxies. Use when you add caching or cache-control headers to a fun

• netlify-config · Skill

  Configure Netlify projects via netlify.toml and the _headers/_redirects files — covering build settings and deploy contexts alongside environment variables

• netlify-database · Skill

  Zero-config Postgres for Netlify apps via @netlify/database — querying data from Functions/Edge Functions, writing schema migrations, setting up Drizzle OR

• netlify-deploy · Skill

  Create and manage Netlify deploys — Git continuous deployment, CLI manual/anonymous deploys, Deploy to Netlify buttons, drag-and-drop, and per-context netl

• netlify-edge-functions · Skill

  Write, configure, and deploy Netlify Edge Functions (Deno runtime at the network edge) in TypeScript/JavaScript. Use when adding request/response manipulat

• netlify-forms · Skill

  Serverless form handling on Netlify-hosted sites — detects HTML forms at deploy time, stores submissions, filters spam, and sends notifications. Use when a

• netlify-frameworks · Skill

  Deploy and configure web frameworks on Netlify — build settings and SSR/edge adapters plus local platform emulation and env vars. Use when setting up or fi

• netlify-functions · Skill

  Write, configure, and deploy Netlify serverless functions in TypeScript, JavaScript, or Go. Use this when adding an API endpoint or backend route, adding a

• netlify-identity · Skill

  Add authentication and user management to a Netlify site with @netlify/identity — signup/login/logout, OAuth social login (Google/GitHub/GitLab/Bitbucket),

• netlify-image-cdn · Skill

  Transform, resize, crop, reformat, and optimize images on demand via Netlify Image CDN's /.netlify/images endpoint. Use when adding responsive images, gene

• netlify-mcp-servers · Skill

  Build, deploy, and secure Model Context Protocol (MCP) servers on Netlify. Use whenever the task involves creating an MCP server, exposing an app or API to

• performance · Skill

  Optimize web performance for faster loading and better user experience. Use when asked to \"speed up my site\", \"optimize performance\", \"reduce load tim

• preservation-verifier · Skill

  Use when the user provides an original and rewritten version, asks whether a rewrite preserved protected content, or wants a deterministic check for code,

• prototype · Skill

  Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore wha

• react-best-practices · Skill

  React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next

• react-native-skills · Skill

  React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implement

• react-view-transitions · Skill

  Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view

• research · Skill

  Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic research

• resolving-merge-conflicts · Skill

  Use when you need to resolve an in-progress git merge/rebase conflict.

• seo · Skill

  Optimize for search engine visibility and ranking. Use when asked to \"improve SEO\", \"optimize for search\", \"fix meta tags\", \"add structured data\",

• supabase · Skill

  Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client

• supabase-postgres-best-practices · Skill

  Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres

• train-sentence-transformers · Skill

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

• transformers-js · Skill

  Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summ

• trl-training · Skill

  Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model traini

• vercel-cli-with-tokens · Skill

  Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login —

• vercel-optimize · Skill

  Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics,

• voice-preserving-rewriter · Skill

  Use when the user asks to rewrite, humanize, clean up, or remove AI-isms from text while preserving the writer's voice, facts, intent, structure, register,

• web-design-guidelines · Skill

  Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"

• web-quality-audit · Skill

  Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to \"audit my site\", \"review web quality\",

• writing-for-agents · Skill

  Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

• writing-guidelines · Skill

  Review docs/prose for Writing Guidelines compliance. Use when asked to \"review my docs\", \"check writing style\", \"audit prose\", \"review docs voice an

Browse the @skills marketplace