Skills
98,639 packaged capabilities and playbooks for agents. Install any of them with one command.
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Generate and download images through APIMart's asynchronous GPT-Image-2 API. Use when Codex needs APIMart image generation, GPT-Image-2 text-to-image, image-to-image with reference URLs or local image files, 1k/2k/4k output, aspect-ratio control, task polling, or saving APIMart image results locally.
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
Edit features with the Editor component/widget, configure forms, manage subtypes, handle attachments, and work with branch versioning. Use when adding, updating, or deleting features, building edit forms, managing feature attachments, or working with versioned edits.
Explore and compare architectural options before committing to a large technical direction. Use when the user wants to evaluate different architectures, compare approaches, choose between competing designs, rethink a subsystem, or understand tradeoffs before a major refactor or migration. Also use for prompts like "explore the architecture", "what are our options", "compare approaches", "what design should we choose", "audit and recommend an improved architecture", or "help me think through a large architectural change" even if the user does not mention a formal architecture review.
Assemble the per-PR changeset entries in docs/content/changelog/upcoming/ into a release's changeset-0-XX.md and generate the detailed CHANGELOG.md sections. Use at release time when the user wants to build or finalize the changelog or changeset for a Rerun release, or merge the upcoming/ entries. Invoked via /assemble-changelog or "assemble the changelog for 0.x.y".
Call Newton's C 2.6 fusion model (`Newton::c2_6_8b_fp8_260424d7a55d5e`) on the prod `/query` endpoint with text, image, and video inputs in a single stateless request — no session, no batch job, no SSE plumbing. Use this skill when the user wants per-call multimodal reasoning (describe an image, summarize a clip, classify a state from sensor + visual context) without managing session lifecycle, or when they need the Newton C checkpoint that reasons over video frames via `/query`. Covers the request shape per modality, the two image-attachment paths (file_ids vs base64), multi-image mode, both video paths (`.mp4` + `max_frames`, and client-sampled frames + `query_metadata`), generation parameters, JSON-output prompting, latency budgets, and the C 2.6 identifier gotcha. Do NOT use for streaming / session-based activity monitoring, large multi-file batch jobs, or time-series embedding (KNN / anomaly) classification.
Get time-series embeddings from Archetype AI's Omega encoder (`OmegaEncoder::omega_embeddings_1_4`) over the prod `/query` endpoint — send a window of sensor readings, get back a fixed-size vector per channel, no batch job and no session. Use this skill when the user wants to embed multivariate sensor windows (vibration, flow, pressure, network, etc.) for lightweight downstream ML — KNN classification, anomaly scoring, similarity search, or 2D projection — done client-side over the embeddings. Covers the request shape (`data.numeric_array`, channel-first window), the per-channel 768-d output, the supported 16–1024 window-length range, `normalize_input`, and the "joint multi-channel state" + KNN pattern. For cleaning / splitting / windowing raw sensor CSVs first, see `atai-newton-omega-model-data-prep`. Do NOT use for text / image / video reasoning (that's the Newton fusion model on `/query`).
Applies a Bayesian haircut to a bid valuation for common-value auctions where winning is itself evidence the bidder over-estimated. Takes a raw valuation, a value-type classification (common_value / private_value / mixed), the number of informed bidders N, and a signal-dispersion estimate, and returns an adjusted valuation. Domain-neutral and reusable across fantasy FAAB, prediction markets, M&A bids, ad-auction budgets, and any generic bidding context. Use when user mentions "winner's curse", "common value auction", "valuation haircut", "adverse valuation", "Bayesian bid adjustment", or "over-paying in auction".
This skill should be used when the user explicitly asks to "transcribe a meeting", "transcribe audio", "transcribe a meeting recording", "convert audio to text", "generate meeting minutes from audio", "do speech-to-text", "transcribe with speaker diarization", "identify speakers in audio", "transcribe Chinese audio", "transcribe English audio", "transcribe Japanese audio", "multi-speaker transcription", "transcribe a podcast", "transcribe podcast episode", "transcribe an interview", "convert podcast to text", "podcast to transcript", or mentions FunASR, Paraformer, SenseVoice, Whisper, MiMo, MiMo-V2.5-ASR, meeting transcription, podcast transcription, or speaker diarization. Supports multi-speaker meeting and podcast transcription in Chinese, English, Japanese, Korean, Cantonese, and 99 languages (via Whisper), plus Xiaomi MiMo-V2.5-ASR (8B, local GPU) for stronger proper-noun and code-switching accuracy. Automatic speaker diarization via CAM++, hotword biasing (FunASR path), LLM cleanup. FunASR works on GPU and CPU; MiMo requires a local CUDA GPU with >=20GB VRAM.
Add sound effects, music, audio streaming, and video players to Decentraland scenes. Covers AudioSource (local files), AudioStream (streaming URLs), VideoPlayer (video surfaces), video events, and media permissions. Use when the user wants sound, music, audio, video screens, radio, or media playback. Do NOT use for 3D model animations (see animations-tweens).
Production-ready Auth.js v5 setup for Next.js and Cloudflare Workers. Use when: setting up authentication, implementing OAuth/credentials/magic links, configuring D1 or PostgreSQL adapters, debugging session issues, migrating from v4 to v5, fixing edge compatibility, troubleshooting JWT/database sessions, resolving AUTH_SECRET errors, fixing CallbackRouteError, or implementing RBAC. Covers: Next.js App Router & Pages Router, Cloudflare Workers + D1, OAuth providers (GitHub, Google, etc.), credentials auth, magic links, JWT vs database sessions, middleware patterns, role-based access control, token refresh, edge runtime compatibility, and common error prevention. Keywords: Auth.js, NextAuth.js, authentication, OAuth, credentials, magic links, D1 adapter, Cloudflare Workers, Next.js middleware, JWT session, database session, refresh tokens, RBAC, edge compatibility, AUTH_SECRET, CallbackRouteError, CredentialsSignin, JWEDecryptionFailed, session not updating, route protection
CloudBase Node SDK auth guide for server-side identity, user lookup, and custom login tickets. This skill should be used when Node.js code must read caller identity, inspect end users, or bridge an existing user system into CloudBase; not when configuring providers or building client login UI.
Manages GDPR Article 22 rights related to solely automated decision-making and profiling, including identification of automated decisions, meaningful human oversight implementation, logic explanation requirements, and contestation mechanisms. Activate for automated decision, profiling, Art. 22, algorithmic decision, AI decision queries.
Full delivery pipeline: plan, build, ship, settle. Covers: shape/spec/design, TDD build, commit, PR creation, PR fix (CI/reviews/conflicts), PR polish, simplify, test coverage, verify ACs, walkthrough, issue management. Use when: shipping features, fixing PRs, creating PRs, building issues, simplifying code, checking quality, writing commits, managing issues. Trigger: /autopilot, /build, /shape, /commit, /issue, /check-quality, /test-coverage, /verify-ac, /pr-walkthrough.
Use when the user provides the title, abbreviation, DOI, PMID, PMCID, arXiv, or Semantic Scholar ID of a specific paper, or an author's name or ORCID, and wants to understand the paper's references, later citations, and related work, or find the author's other publications. Do not use when the user has only a broad research area and has not provided a specific paper or author.
Curated collection of 54 DESIGN.md files extracted from real developer-focused websites (Vercel, Stripe, Linear, Notion, Figma, etc.). Use when a user wants to build UI that matches a specific brand's design system, needs a DESIGN.md template, asks for design tokens/color palettes/typography of known products, or says 'make it look like [brand]'. Load the matching reference file and use it as the design spec.
Deploy OpenSearch search applications to Amazon OpenSearch Service or Amazon OpenSearch Serverless. Use this skill when the user wants to provision an OpenSearch domain or serverless collection on AWS, deploy search configurations to AWS, set up Bedrock connectors, configure IAM roles for OpenSearch, migrate a local search setup to AWS, or manage Amazon OpenSearch infrastructure. Activate even if the user says AOS, AOSS, OpenSearch Service, serverless collection, Bedrock connector, SigV4, or AWS deployment without mentioning search.
Higgsfield image prompt director for Banana Pro, Soul Cinema, and GPT-2. Modes: (0) face lock for new characters — Banana Pro single-pass (default), GPT-2 single-pass (higher fidelity, higher credits), or Soul Cinema two-pass, all on mid-gray seamless (locked default; white on request) with black camisole/tank baseline, (1) single-image character outfit — Banana Pro or Soul Cinema two-step, (2) 6-panel character sheet, (3) cinematic scene plates with or without characters, (4) GPT-2 detail face/chest-up, (5) outfit replacement — swap a face onto an outfit using two refs. Reads references for hair, makeup, wardrobe, jewelry, identity. Outputs photorealistic prompts with one clean cinema stack — pores, subsurface scattering, strand hair, fabric weave, atmospheric perspective, anamorphic character, theatrical grain. Use for new character builds, character/outfit refs, character sheets, scene plates, environment plates, detail shots, outfit replacement, or any photorealistic still.
Render Mermaid diagrams as ASCII/Unicode art for terminal display or as SVG files. Use when visualizing flowcharts, state machines, sequence diagrams, class diagrams, or ER diagrams. Supports 17 themes (including vellum, tokyo-night, catppuccin, nord, dracula, github) plus custom colors via --colors JSON.
Analyze women's situation, existential freedom, the construction of the Other and gender liberation from Simone de Beauvoir's perspective, awakening everyone's subjectivity. Use when the user explicitly asks for this figure's perspective, mentions "beauvoir-perspective", or wants to apply her core method to analyze a problem; do not trigger automatically for general questions.
Amazon Bedrock AgentCore platform for building, deploying, and operating production AI agents. Covers Runtime, Gateway, Browser, Code Interpreter, and Identity services. Use when building Bedrock agents, deploying AI agents to production, or integrating with AgentCore services.
Turn a 2-minute unedited screen recording into 1080p polished edited clips just by typing what you need. Whether it's editing raw footage into shareable videos without desktop software or quick social content, drop your raw video clips and describe the result you want. No timeline dragging, no export settings — 1-2 minutes from upload to download.
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.
Production-ready authentication framework for TypeScript with first-class Cloudflare D1 support. Use this skill when building auth systems as a self-hosted alternative to Clerk or Auth.js, particularly for Cloudflare Workers projects. Supports social providers (Google, GitHub, Microsoft, Apple), email/password, magic links, 2FA, passkeys, organizations, and RBAC. Prevents 10+ common authentication errors including session serialization issues, CORS misconfigurations, D1 adapter setup, social provider OAuth flows, and JWT token handling. Keywords: better-auth, authentication, cloudflare d1 auth, self-hosted auth, typescript auth, clerk alternative, auth.js alternative, social login, oauth providers, session management, jwt tokens, 2fa, two-factor, passkeys, webauthn, multi-tenant auth, organizations, teams, rbac, role-based access, google auth, github auth, microsoft auth, apple auth, magic links, email password, better-auth setup, session serialization error, cors auth, d1 adapter
Analyze financial health using ratio categories: profitability, liquidity, leverage, efficiency, and valuation. Use this skill when the user needs to assess a company's financial performance, compare companies, evaluate creditworthiness, or prepare financial due diligence — even if they say 'is this company financially healthy', 'analyze these financial statements', or 'compare these two companies'.
Blender 5.x compositor nodes — post-processing, color grading, denoising, keying, glare, depth of field, render pass separation, multi-layer EXR output, and scripting compositing pipelines via Python (bpy). Includes 5.1 changes (Sequencer Strip Info, Mask to SDF, Mix node alpha improvements).
Use when the user has the Bmob MCP server configured (http://mcp.bmobapp.com/mcp) and wants to perform LIVE operations against their Bmob backend cloud project from the IDE. Triggers: 'list bmob tables', 'show bmob schema', 'create bmob table', 'add a row to bmob', 'update bmob record', 'delete bmob data', '生成 bmob curl', 'design bmob schema', '上传云函数', '部署云函数', '发布云函数', '同步云函数', '同步函数', '拉取云函数', '下载云函数', '调用云函数', '执行云函数', 'invoke cloud function', 'run cloud function', '一键部署网站', '静态托管', '部署静态站点', 'deploy static site', 'deploy website'. Provides 12 tools: get_project_tables (ALWAYS call first to discover schema before any write), create_table, add_single_data, update_single_data, delete_single_data, generate_code, deploy_cloud_function, invoke_cloud_function, list_cloud_functions, get_cloud_function, deploy_static_site, mcp_endpoint_mcp_post. NOT for writing client/SDK code that will ship in the user's app — for that use bmob-database-{javascript,android,ios,swift,flutter,restful}. NOT for ACL / role design (use bmob-acl-and-roles) or cloud function development (use bmob-cloud-function-development).
Use when choosing or replacing an Arduino Uno, Uno R4, ESP32, ESP32-S3, Raspberry Pi Pico, Pico W, or another embedded board from project requirements. Compare exact board constraints, toolchains, libraries, power, memory, peripherals, recovery, and lifecycle fit before implementation.
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.