Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
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Python development tooling configuration and best practices for ruff, mypy, pytest, pyscn, and uv. Use when setting up a Python project, configuring linters, formatters, type checkers, or test frameworks, or when editing pyproject.toml or tool config files.
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.
Trae project configuration standardization expert. Used to quickly initialize Trae project configuration files and generate project rules, user preferences and Skill templates. Use this Skill when the user needs to: (1) initialize Trae configuration for a new project, (2) generate the .trae directory structure, (3) create the USER_PREFERENCES.md user preferences file, (4) create the project_rules.md project rules file, (5) create a new Skill template.
Use when the user mentions memory search, RAG retrieval, knowledge queries, embedding rebuild, document upload, connection tokens, or invokes "/tm" / "transcendence-memory" — including indirect recall like "what did we decide last time", "上次怎么处理的", "之前的方案". Covers searching, storing, multimodal RAG queries, and troubleshooting against a self-hosted memory backend.
Guides the post-Schrems II Transfer Impact Assessment process following EDPB Recommendations 01/2020 six-step methodology. Covers destination country surveillance law assessment, European Essential Guarantees evaluation, and supplementary measures determination. Keywords: TIA, transfer impact assessment, Schrems II, EDPB recommendations, supplementary measures.
Use for bugs, small isolated fixes, or tiny changes that don't warrant the full architect→specify→plan→implement pipeline. Runs the direct implement→archive-ready lifecycle with implement and docs approvals, and escalates to architect if scope is larger than expected.
Build, review, debug, configure, migrate, teach, or plan tsdown 0.23 library bundling with current docs and a full usage guide. Use for tsdown, tsdown.config, defineConfig, entry, format esm/cjs, dts and dts.generator (oxc/tsc/tsgo), deps.neverBundle/alwaysBundle/onlyBundle/onlyImport, exports, unbundle, watch, minify, target, platform, copy, CSS (@tsdown/css), publint/attw, report, plugins, workspace, programmatic build() handle, tsdown 0.22 to 0.23 upgrades, and tsup to tsdown migration.
Build, review, debug, configure, migrate, teach, or plan Turborepo 2.11 monorepos with current docs and a full usage guide. Use for turbo, create-turbo, turbo.json, turbo.jsonc, tasks dependsOn ^build, inputs outputs, deferred input hashing (jit, dependencyOutputs), task tags and --filter=tag:, envMode strict, remote cache TURBO_TOKEN TURBO_TEAM, local cache eviction (cacheMaxAge, cacheMaxSize), filters --affected, futureFlags, turbo watch, turbo query, turbo prune --production and Docker, package configurations, boundaries, generators, devEngines.packageManager, bun/pnpm/nub/aube workspaces, experimental Rust/Python/Go (Cargo, uv, go.work) toolchains, agentGuidance AGENTS.md block, Next.js Vite Vitest Playwright oxlint oxfmt task graphs, and CI.
Use when building CLI applications with Typer — creating commands, defining arguments and options with enum restrictions, path validation, date and UUID types, composing subcommands, testing with CliRunner, or using advanced features like colored output, progress bars, shell autocompletion, and version callbacks.
Plans and executes batch TYPO3 migrations and large-scale refactors across hooks, PSR-14 events, TCA, dependency injection, Fluid, namespaces, ext_localconf, Content Blocks, localization, and PHP upgrades. Use when the user asks for bulk migration, mass refactor, codemod-style TYPO3 updates, repeated fixes across an extension, or coordinated v14 modernization.
Route to the right ubi.fun skill. Use when the user mentions ubi.fun, $UBI, or trading or launching tokens on Arc. ubi.fun is a token launchpad on Arc mainnet (chain 5042, USDC gas) where tokens launched with a creator vault (all since October 4, 2026) pay their holders USDC, the platform's fees pay daily USDC to $UBI holders, and whoever routes a swap earns 5% of its fee on-chain.
Discover, quote, and trade ubi.fun tokens on Arc mainnet via the ubi MCP server, and earn 5% of the swap fee on every trade you route by setting yourself as the referrer. Use when buying or selling ubi.fun tokens, checking prices or markets, or checking referrer or holder earnings.
Director-First UGC video generation using Kling 3.0 (via fal.ai). Generates authentic AI characters, visuals, scripts, and videos through a 4-module pipeline with user approval gates. Triggers on: ugc, ugc video, ugc creator, testimonial video, user generated content, ai ugc, kling ugc, fal ugc, create ugc ad, ugc content factory.
Orchestrator for WebView UI mockup workflow - delegates design iteration to ui-design-agent and implementation scaffolding to ui-finalization-agent. Use when user mentions UI design, mockup, WebView interface, or requests 'design UI for [plugin]'.
Fetch analytics from Umami. Use when the user asks about umami, analytics, website traffic, daily stats, pageviews, visitors, how is my site doing, traffic report, site performance, bounce rate, visitor count, active users, who is on my site, or website statistics.
Simplify implementations by thinking beyond conventional approaches. Instead of extending the current approach, remove its implicit assumptions one by one and consider whether there is a simpler alternative. Use when the user says “think beyond conventional approaches,” “question the assumptions,” or “can this be simpler?”
Access UniProt for protein sequence and annotation retrieval. Use this skill when: (1) Looking up protein sequences by accession, (2) Finding functional annotations, (3) Getting domain boundaries, (4) Finding homologs and variants, (5) Cross-referencing to PDB structures. For structure retrieval, use pdb. For sequence design, use proteinmpnn.
Applies to software design, architecture decomposition, boundary definition, interface planning, complexity control, and review of refactoring plans. Consult it whenever the core of the task is "how to design the system to be simpler, more transparent, and more composable", or when you need to choose between multiple design options.
Design and audit user research repositories that turn interviews, surveys, usability tests, support tickets, sales calls, churn reasons, app reviews, and product analytics into tagged, consent-safe, decision-linked evidence. Use when product teams need reusable insight instead of anecdote piles.
Review AI vendor terms — focusing on training data provenance compliance, allocation of liability, model change notification, and flow-down of compliance obligations. Applies to reviewing AI SaaS agreements, AI model licensing, AI API terms of service, or when a procurement team asks "is there a problem with this AI vendor contract?"
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
Use before claiming that work is complete, fixed, or tests have passed, and before committing or creating a PR. You must run verification commands and confirm their output before claiming success; always support claims with evidence.
Use to reconcile CONTEXT.md files with the current state of the code. Detects drift using provenance stamps, classifies divergences by seam firmness, auto-updates soft prose to match code, and surfaces firm divergences for human adjudication. Use after hotfixes, drive-by PRs, or periodically to keep docs honest. Also the tool that runs during implement's docs reconciliation phase.
Managing platform versions and Renovate annotations in the homelab. Use when: (1) Adding a new version entry to versions.env, (2) Configuring Renovate to track a new dependency, (3) Debugging why Renovate ignores or mis-detects a version, (4) Understanding annotation syntax for versions.env, (5) Adding container image tracking to YAML files, (6) Configuring package rules or grouping in Renovate. Triggers: "versions.env", "renovate annotation", "renovate not updating", "add version", "renovate ignore", "datasource", "extractVersion", "package rule", "automerge", "renovate validate", "dependency tracking", "version management".
Full-funnel App Store Optimization for an iOS app — keyword research (popularity/difficulty driven), a keyword-led name/subtitle/keyword field, App Store metadata localized into up to 50 locales, localized screenshot headings burned over your mockups, worldwide territory pricing, and in-app string localization. Use when the user wants to "do the ASO", "find keywords", "localize my app / my App Store page / my screenshots", "pick a name and subtitle", "set worldwide prices", or is preparing an App Store submission.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.