Generate images, videos, speech audio, and music using the PonyFlash Python SDK. Also handle local media editing with FFmpeg, including clip, concat, transcode, extract audio, frame capture, subtitle capability checks, and ASS subtitle prep. Use when the user asks to create, generate, produce, edit, trim, merge, concatenate, transcode, subtitle, or render AI-generated media content.
Best practices for Laravel queues including job structure, batching, chaining, middleware, retry strategies, and error handling.
Runs a Base node for production environments. Covers hardware requirements, Reth client setup, networking, and sync troubleshooting. Use when setting up self-hosted RPC infrastructure or running archive nodes. Covers phrases like "run a Base node", "set up Base RPC", "Base node hardware requirements", "Reth Base setup", "sync Base node", "self-host Base", or "run my own node".
Solana token launch and trading tools via the OpenPump MCP server. Creates tokens on pump.fun, buys and sells tokens, runs market-making bots, snipes new token launches, sets stop-loss orders, generates vanity addresses, manages custodial wallets, transfers SOL and SPL tokens, checks balances, gets price quotes, monitors portfolio positions and creator fees. Use when the user asks to launch a token, trade a memecoin, buy or sell on pump.fun, check wallet balance, transfer SOL, set up a sniper, run a market maker, create wallets, get a price quote, claim creator fees, or do anything with pump.fun tokens. Also use for bundle launches, Jito bundles, bonding curve queries, and spam launches. Do not use for general Solana RPC queries, non-pump.fun DeFi (Raydium, Jupiter, Orca), NFT operations, or importing external private keys.
"First commerce agent on Monad blockchain enabling AI shopping across 50,000+ merchants with crypto commission rewards."
Build and extend the core Pump SDK — an offline-first TypeScript SDK that constructs Solana TransactionInstructions for token creation, buying, selling, migration, and creator fee collection across three on-chain programs (Pump, PumpAMM, PumpFees).
Is this token held by quality wallets or retail noise? SM holder ratio, flow breakdown by label, and recent buyer quality.
Execute cross-chain token trading on EVM and Solana with Particle Network Universal Account SDK. Use when users ask to set up universal-account-example, buy or sell tokens, run convert/swap flows, transfer assets, call custom transactions, query balances/history, or monitor transaction status via WebSocket.
A standardized CLI wrapper for RDKit 3D/2D conformer generation that samples multiple conformers per molecule (ETKDGv3, default 10), optimizes each with a force field (MMFF94s/UFF), keeps the lowest-energy conformer, automatically falls back to 2D layout on total embedding failure with a printed warning, and writes results to SDF or XYZ format. USE WHEN you need to generate 3D (or 2D fallback) molecular geometries from SMILES datasets (.csv/.smi) for downstream tasks such as docking, visualization, or 3D-descriptor computation.
Fine-tune a DPA3 model in DeePMD-kit using the PyTorch backend. Use when the user wants to adapt a pre-trained DPA3 model to a new downstream dataset. Supports fine-tuning from a self-trained DPA3 model (.pt checkpoint), from a multi-task pre-trained model, or from a built-in pretrained model downloaded via `dp pretrained download` (e.g., DPA-3.1-3M, DPA-3.2-5M). Covers single-task and multi-task fine-tuning workflows.
Operate Sui public JSON-RPC through UXC with OpenRPC-driven discovery, mainnet fullnode defaults, and read-only query plus pubsub subscription guardrails.
Explain Remix as a fullstack web framework and route broad app-building tasks to the right Remix skills. Use when starting a new Remix app, orienting to the framework, scoping a feature, or deciding whether work belongs in project layout, UI, server, routing, data, auth, files, or security.
Package source files into plugin directories using release-mapping.yaml. Use when preparing a plugin release.
Configure SDLC team formation for this project. Recommends and installs team plugins based on project type.
Manage elizaOS Cloud - deploy AI agents, chat completions, image/video generation, voice cloning, knowledge base, containers, and marketplace. Use when interacting with elizaOS Cloud, elizacloud.ai, deploying eliza agents, or managing cloud-hosted AI agents. Requires ELIZACLOUD_API_KEY environment variable.
Deploy ERC20 tokens on Base, Ethereum, Arbitrum, and other EVM chains using the Clanker SDK. Use when the user wants to deploy a new token, create a memecoin, set up token vesting, configure airdrops, manage token rewards, claim LP fees, or update token metadata. Supports V4 deployment with vaults, airdrops, dev buys, custom market caps, vanity addresses, and multi-chain deployment.
Integrate Circle Gateway to hold a unified USDC balance across multiple blockchains and transfer USDC instantly (<500ms) via permissionless deposit, burn, and mint workflows. Available on 11 EVM chains + Solana (mainnet and testnet), plus Arc testnet. Use when: enabling chain-agnostic user experiences, low-latency or instant next-block finality is required, capital needs to be pooled across chains for greater capital efficiency, or building apps with consolidated crosschain balances. Triggers on: Gateway, unified balance, crosschain USDC, instant transfer, chain abstraction, Gateway Wallet, Gateway Minter, gatewayMint, burn intent, crosschain liquidity, payment routing, capital efficiency, permissionless transfer.
