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Found 7 Skills
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
Manifold is a prediction market platform where users trade on the outcomes of real-world events using play-money (mana) and prize-cash. Use this skill to interact with the Manifold API for market discovery, trading, market creation, portfolio management, WebSocket streaming, and comments.
Build NFT minting experiences with Manifold's client-sdk. Guides agents through campaign setup, custom minting websites (React/Next.js), minting bots (Node.js), and SDK integration into existing projects. Supports [`Edition`](https://docs.manifold.xyz/client-sdk/sdk/product/edition-product) and [`Blind Mint`](https://docs.manifold.xyz/client-sdk/sdk/product/blind-mint) products across Ethereum, Base, Optimism, Shape, Sepolia, and ApeChain. Use when building minting pages, mint bots, integrating Manifold NFT products, or helping users set up Manifold campaigns. NOT for deploying smart contracts, managing Manifold Studio settings, or non-minting blockchain operations.
Search and view prediction market data from Polymarket, Kalshi, Manifold, and Metaculus
Place bets on Manifold Markets using their REST API
Detects and visualizes geometric intersections in OpenSCAD models using built-in techniques (intersection(), debug modifiers), BOSL2 utilities (debug_this, ghost), and reusable collision check patterns. Use when checking drawer clearances, door swing interference, shelf spacing, hinge collisions, or any geometric overlap in woodworking projects. Triggers on "check collision", "detect interference", "drawer clearance", "door swing", "check overlap", "assembly interference", or "fits in cabinet". Works with .scad files, woodworkers-lib patterns, BOSL2 attachments, and OpenSCAD 2025 Manifold engine.
Invariant manifold tangent to center eigenspace