Skills
98,873 packaged capabilities and playbooks for agents. Install any of them with one command.
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Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.
Clean, split, and featurize multivariate time-series data before embedding it with the Omega model. Bundles three reusable building blocks: `DataPreprocessor` (diagnose timestamp regularity, gaps, and nulls; build continuous gap-aware temporal blocks with imputation), `DataSplitter` (out-of-time or random train/test split that respects temporal order), and `FeaturePreparer` (pivot per-sensor embeddings into a "joint state" (X, y, metadata) matrix with optional L2 / standardization / PCA). Use this skill when the user is preparing raw sensor CSVs for the Omega model (`atai-newton-omega-model`), when training data has gaps and they're unsure whether to drop / impute / split, or when an n-shot CSV looks noisy and they want a principled cleanup pipeline. Do NOT use this skill to run inference or produce embeddings (use `atai-newton-omega-model`). Do NOT use for video / image / text data (use `atai-newton-fusion-model`) — time-series only.
Use when a user asks what Atlas Flight Booking can do, wants to authorize Atlas, search or compare flights using exact or flexible dates and time preferences, verify a current fare, choose baggage or seats, create and pay for an order, or check ticketing status.
CloudBase auth provider configuration and login-readiness guide. This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites, login methods, SMS/email sender setup, or other provider-side readiness before implementing a client or backend auth flow.
Karpathy-inspired autonomous research loop. Agent edits one file, evals, keeps or discards, repeats. Plateau-triggered web search breaks through ceilings. Git as state machine. Runs until stopped or budget exhausted. Supports claude, codex, and pi providers.
Use only when the user wants to install, configure, invoke, or troubleshoot Autoverse CLI itself. Covers login, credential profiles, accounts and points, command syntax, JSON/exit codes, and atomic command contracts. Do not trigger for ordinary requests to find papers, prepare research proposals, or expand from seed papers.
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or assessing security posture. Essential when user mentions AWS costs, spending, billing, budget, pricing, CloudWatch, observability, monitoring, alerting, CloudTrail, audit, or wants to optimize AWS infrastructure costs and operational efficiency.
Use when an ECS Service Connect DNS alias returns IPv6 addresses and an IPv4-only Fargate task cannot connect with `network is unreachable` / `EAI_AGAIN` etc. Typical symptoms are OTel Collector → Tempo OTLP gRPC and Fargate → Service Connect HTTP/gRPC communication suddenly failing. It is fine to start from ECS / Fargate / Service Connect / OTLP / IPv6 dual-stack connection failures even if the user has not identified IPv6 as the cause.
Analyzes article structure, identifies positions requiring visual aids, generates illustrations with a Type × Style two-dimension approach. Use when the user asks to "illustrate article", "add images", "generate images for article", or "为文章配图".
Validates animation durations, enforces typography scale, checks component accessibility, and prevents layout anti-patterns in Tailwind CSS projects. Use when building UI components, reviewing CSS utilities, styling React views, or enforcing design consistency.
八字命理 (Bazi / Four Pillars of Destiny) divination skill. Use when users request birth chart analysis, fortune telling based on birth date/time, or Chinese astrology. Triggers on: 八字, 四柱, 命盘, 排盘, 算命, 命理, 生辰八字, 天干地支, 五行, 流年, 大运, 合盘, 合婚, 择日, 择时, bazi, four pillars, Chinese astrology, birth chart, compatibility, auspicious timing.
Automatically benchmark your custom memory implementation against established systems like Supermemory. Set up a public benchmark, or create your own. Compare solutions against quality, latency, features and cost, easily, with a simple UI and CLI.
Simulates a panel of distinct beta-reader personas reacting to a manuscript chapter by chapter — where they're confused, bored, delighted, or lost. Use it when a writer wants a reader's-eye reaction to a draft before recruiting real beta readers, or between drafts to find the places the story isn't landing. It reacts as readers; it never writes or rewrites the author's prose.
Better Auth (TypeScript authentication framework) v1.7 reference. Covers authentication and authorization, sign-up and sign-in, session management, OAuth, passkeys, two-factor authentication (2FA / TOTP), SSO / SAML, SCIM, OAuth Provider (OAuth 2.1 / OIDC), MCP authorization (@better-auth/mcp), infrastructure (dash / sentinel), and plugins (organization, admin, magic-link, anonymous, etc.). betterAuth, createAuthClient, signUp, signIn, getSession. Integrations with Next.js, Nuxt, SvelteKit, Hono, Express, Expo, TanStack, and Effect.
Generate Obsidian study notes from Bilibili/B站 video URLs by fetching subtitles, extracting keyframes, and building timestamped Markdown note skeletons. Use when Codex needs Bilibili subtitle download, QR login, snapshots, lecture/tutorial/course note-taking, or Obsidian video-note workflows.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases
Design, implement, debug, and harden integrations between AI agents and Bitrix24 REST API (webhooks, OAuth 2.0, scopes, events, batch, limits, REST 3.0). Use whenever the user wants to connect an AI assistant or agent to a Bitrix24 portal or act on one — for example create or update a lead, deal, contact or company; find duplicate contacts; log a call or activity; move a deal stage; generate a quote or invoice; attach products; send a chat message or user notification; build a chat-bot; manage tasks, projects or templates; upload files; run a business process; sync offline events; pick webhook or OAuth; or resolve Bitrix24 API errors (WRONG_AUTH_TYPE, QUERY_LIMIT_EXCEEDED, expired_token) and performance issues — even if Bitrix24 is not named explicitly. Do NOT use for other CRMs (Salesforce, HubSpot, amoCRM, Pipedrive, Zoho) — those have their own skills.
Set up or operate a business operations workspace for activity reports, tasks, and customer routing; workIQ is optional. Use when initializing BizOps, processing ongoing business updates, reviewing reports or tasks, or preparing an operations handoff. Triggers: business-operations-workspace, BizOps, 業務管理ワークスペース, レポート管理, タスク管理, 業務引き継ぎ.
Use for Blender modelling, materials, scenes, rigging, animation, rendering, inspection, and exports. Research visual references for new or substantially changed artwork, build with reproducible Blender Python, and inspect renders and scene data before delivery.
Find important users, contexts, constraints, dependencies, consequences, and conditions that a design discussion has not considered at all. Use when a designer asks "what am I missing?", wants edge perspectives beyond UI states, or needs a pre-review scan for overlooked experience risks.
This skill should be used before implementing features, building components, or making changes. It guides exploring user intent, approaches, and design decisions before planning. Triggers on "let's brainstorm", "help me think through", "what should we build", "explore approaches", ambiguous feature requests, or when the user's request has multiple valid interpretations that need clarification.
Browser automation with two engines: agent-browser CLI (default for interactive work — navigate, snapshot, click, fill, screenshot, diff) and Playwright scripts (for compound operations — console/network capture, a11y audits, video recording, responsive sweeps, GIF pipeline, shadow DOM piercing). Triggers: browser automation, web test, screenshot, responsive test, test the page, automate browser, headless browser, UI test, console errors, network inspection, accessibility audit, a11y test, performance metrics, video recording, browser state, page structure, authenticated testing, annotated gif, dialog handling, tracing, pdf generation, shadow DOM, web components, DOM stabilization.
Build and refine multi-layer (functional/logical/physical) system architecture models with System Composer. Use when building or restructuring architecture models, or when working with interface dictionaries and port interfaces (including composite boundary ports), stereotypes and profiles, architecture views, sequence diagrams, allocation sets, roll-up analysis, or requirements traceability for architecture components.
A C2 framework evasion methodology: analyze C2 source code, search for detection rules (YARA/Sigma/Snort), analyze rule by rule, and modify the source to bypass detection. Use when YARA/Sigma/Snort rules trigger alerts or when a beacon/implant is detected by antivirus. Step one: identify the implant/beacon language and architecture; step two: search for the corresponding detection rules and analyze and modify them one by one
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.