Skills
99,719 packaged capabilities and playbooks for agents. Install any of them with one command.
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Register the crypto wallet addresses an organisation controls, so Sumsub can resolve address ownership without a human. Bulk-imports addresses into the Wallet Address Book via `POST /resources/kyt/walletAddress/import`, and registers a single address against a specific applicant via `POST /resources/api/applicants/{applicantId}/payments`. TRIGGER when the user asks to "upload / import / register our wallet addresses", "add addresses to the Wallet Address Book", "register a user's crypto wallet as a payment method", says Travel Rule requests are "not matching automatically" or "always land in manual review", or asks how to stop confirming the same address by hand on every exchange. SKIP for looking up which VASP owns a *counterparty* address (that is attribution — use `sumsub-api-generic` against `/resources/api/wallet-attribution`), for confirming ownership on one specific transaction (use `sumsub-integrate-travel-rule`), and for deleting addresses (no public endpoint — use the dashboard).
Resolve and validate the currency fields Sumsub expects on a transaction — `info.currencyCode`, `info.currencyType`, `info.cryptoParams.cryptoChain` and the `amountInDefaultCurrency` / `defaultCurrencyCode` pair. Reads the catalogue from `GET /resources/kyt/currency?type=crypto|fiat` and resolves a (symbol, chain, contract) triple to exactly one asset, normalising chain aliases and refusing ambiguous input rather than guessing. TRIGGER when the user asks "which currency codes / chains does Sumsub support", "is USDT on TRON supported", "what do I put in cryptoChain", "why is my currency not recognised", "why is amountInDefaultCurrency wrong / missing", or is about to submit a transaction with a token whose symbol exists on several networks. SKIP for building the transaction itself (use `sumsub-create-transaction`), for currency-based scoring rules (use `sumsub-create-kyt-rules`), and for FX rates or historical conversion — Sumsub exposes no rates endpoint.
Analyze LLM experiment results. Handles single or comparative experiments, exploratory or Q&A modes. Use when user says "analyze experiment", "compare experiments", "analyze against baseline", or provides one or two experiment IDs for analysis.
Classify whether user intent was satisfied in a Datadog Agent Observability trace or session. Three modes: (1) session_id — classify a single CMD+I assistant session with RUM; (2) trace_id — classify a single Agent Observability trace without RUM; (3) ml_app — sample and classify multiple sessions or traces from a given LLM app. Output is compact by default (verdict + one-sentence reason). Use when evaluating satisfaction, classifying sessions/traces, labeling data, or generating signal for agent-observability-eval-pipeline or agent-observability-trace-rca.
Rewrite, draft, and review prose so it is clear, specific, human, and fits its context. Use when improving emails, reports, documentation, marketing copy, UI text, or posts that sound generic, AI-written, verbose, salesy, or formulaic, and when the user asks to humanise/humanize, de-AI, fix text that sounds like ChatGPT, light edit, copy edit, proofread, or keep my voice. Covers voice calibration, anti-slop audits, and preflight checks.
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
Compare two Salesforce orgs side by side and produce a comparison report with a drift score, or analyze a single org to produce an inventory covering metadata components, org permissions, system permissions, profiles, installed packages, licenses, and org limits. Use this skill when the user wants to compare orgs, diff orgs, audit configuration drift, find what changed between two environments, compare a sandbox against production, or analyze a single org. Trigger phrases include: “compare orgs”, “compare these 2 orgs”, “compare my orgs”, “diff orgs”, “org diff”, “what is different between these orgs”, “compare metadata”, “org comparison”, “audit org differences”, “compare sandbox to production”, “introspect org”, “org inventory”, “what is in my org”, “analyze org”, “org analysis”, “analyze my org”, “analyze my Salesforce org”. Do NOT use for retrieving metadata (use platform-metadata-retrieve), deploying metadata (use platform-metadata-deploy), or switching orgs (use dx-org-switch).
Implement, fix, refactor, review, migrate, or validate Flutter navigation and routing. Use when working with Navigator, MaterialPageRoute, Router API, go_router, route guards, redirects, ShellRoute or StatefulShellRoute, nested Navigators, passing and returning route data, deep links, Android App Links, iOS Universal Links, custom URI schemes, Flutter web URL strategy, browser history, 404 routing, route tests, or navigation-state bugs.
Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper generation workflow.
Get a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or manual). Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results
Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. Use when user wants to understand unfamiliar code, create onboarding docs, document architecture, or explain how the system works.
Audit and improve Jetpack Compose runtime performance from code review and architecture. Use when asked to diagnose slow rendering, janky scrolling, excessive recompositions, or performance issues in Compose UI.
Guide users through obtaining and configuring free API keys for LLM providers. Use when the user wants to set up a free LLM API, get a free API key, connect to a free model provider, configure an OpenAI-compatible endpoint at no cost, or asks about free tiers for AI models. Triggers on "free API key", "free LLM", "set up Gemini/Groq/Mistral/etc.", "which free provider", "how to get an API key", "free model access", "configure LLM for free".
Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.
Polymarket integration for prediction market trading on Polygon. Covers authentication (L1 EIP-712, L2 HMAC-SHA256, builder headers), order placement (GTC/GTD/FOK/FAK, batch, post-only, heartbeat), market data (Gamma API, Data API, orderbook, subgraph), WebSocket streaming (market/user/sports channels), CTF operations (split, merge, redeem, negative risk), bridge (deposits, withdrawals, multi-chain), and gasless relayer transactions. Use when building AI agents, autonomous market makers, prediction market UIs, or any application integrating with Polymarket on Polygon.
Generate grounded, verified, engine-agnostic database documentation with 100% parity with the actual schema. Introspects the live database as the source of truth and cross-validates against ORM models, migrations, generated types, seeds, and application queries, then proves completeness by diffing the documentation against the database. Produces ER diagrams (Mermaid), per-table data dictionaries, and a machine-readable schema.json. Works with PostgreSQL, MySQL, SQL Server, and SQLite with any ORM (Prisma, TypeORM, Drizzle, Sequelize, Knex, Django, Rails) or raw SQL. Use to document a database, produce an ERD or data dictionary, write db/schema docs, audit schema drift, or refresh existing DB docs.
Improve how interfaces use photos, screenshots, icons, illustrations, and user-uploaded media so visuals support clarity instead of undermining it. Use when the user mentions images, screenshots, background photos, hero images, icon sizing, user-uploaded media, crops, overlays, or image readability.
Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.
Build search applications and analyze query log analytics data with OpenSearch. Use this skill when the user mentions OpenSearch, search apps, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, or any related search topic. Also use it for log analytics and observability — when the user wants to set up log ingestion, query logs with PPL, analyze error patterns, set up index lifecycle policies, investigate traces, or check stack health. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, or log analytics without mentioning OpenSearch.
Search and interpret bitdrift documentation for product behavior, SDK setup, API and service docs, and best practices. Use whenever the user asks how bitdrift works, how to set up the SDK, how to configure a feature, what an API or service does, or for conceptual guidance about bitdrift — even if they do not explicitly mention documentation. Also trigger when the user mentions /bd-docs or asks about bitdrift concepts, architecture, or integration guides.
Improve UX writing, marketing copy, labels, microcopy, instructions, and error messages so interfaces and product messaging are easier to understand and act on. Use when the user mentions confusing copy, unclear labels, bad error text, weak CTAs, hard-to-follow instructions, or wanting better UX writing.
Interactively debug source code — set breakpoints, step through execution line by line, inspect live variable state, evaluate expressions against the running program, and navigate the call stack to trace root causes. Use when a program crashes, raises unexpected exceptions, produces wrong output, when you need to understand how execution reached a certain state, or when print-statement debugging isn't revealing enough.
Add or refine depth through elevation systems, raised and inset surfaces, layered overlap, and meaningful shadow behavior so interfaces feel structured instead of flat. Use when the user mentions depth, elevation, shadows, layering, flat cards, pressed states, drag feedback, or inset controls.
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
OpenOCD skill for embedded hardware debugging. Use when configuring OpenOCD for JTAG or SWD targets, flashing firmware, connecting GDB to bare-metal targets, setting hardware watchpoints, or using J-Link with OpenOCD. Activates on queries about OpenOCD, JTAG, SWD, GDB remote target, flash programming, hardware breakpoints, J-Link, or connecting GDB to an MCU.
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.