onnx-doctor
Development conventions for the onnx-doctor ONNX model linter. Use this when adding rules, writing providers, or modifying the linter codebase.
Web3, smart contracts, and specialized crypto tools.
Development conventions for the onnx-doctor ONNX model linter. Use this when adding rules, writing providers, or modifying the linter codebase.
Craft pragmatic tokenomics for Solana memecoins: supply narrative, burns/sinks, incentives, and realism checks. Use during concepting and pre-launch docs.
Stabilize a token/dApp after launch: monitoring, comms, liquidity adjustments, and product milestones. Use during first 72 hours and beyond.
Moderate and grow Solana communities (TG/Discord): rules, mod actions, FUD handling, legitimacy cues. Use for community operations.
Earn USDC and tokens autonomously across ClawTasks and OpenWork
Implement Token-2022 (Token Extensions) features - transfer fees, permanent delegate, metadata pointer, confidential transfers, and more. Use when creating advanced tokens or analyzing Token-2022 tokens.
Complete guide for Kamino Finance - Solana's leading DeFi protocol for lending, borrowing, liquidity management, and leverage trading. Covers klend-sdk (lending), kliquidity-sdk (automated liquidity strategies), scope-sdk (oracle aggregator), multiply/leverage operations, vaults, and obligation orders.
Use when implementing staking contracts, reward distribution systems, or yield farming. Covers the Synthetix reward model, per-second accrual, cooldown periods, and boosted reward mechanics.
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
Moonwell USDC supply strategy via governance proposals — supply to lending market, earn yield, redeem on settlement
Set up Spark Bitcoin L2 wallet capabilities for AI agents. Initialize wallets from mnemonic, transfer sats and tokens, create/pay Lightning invoices, pay L402 paywalls, manage deposits and withdrawals. Use when user mentions "Spark wallet," "Spark Bitcoin," "BTKN tokens," "Spark L2," "Spark SDK," "Spark payment," "Spark transfer," "Spark invoice," "L402," "Lightning paywall," or wants Bitcoin L2 capabilities for an agent.
Direct token swaps on Solana via Jupiter aggregator. Best price routing across all Solana DEXs.
Explain Cairo Felt252Dict usage, insert/get/entry patterns, and dictionary squashing; use when a request involves key-value storage, dictionary performance, or borrow/ownership rules for dictionaries in Cairo.
Summarize Starknet smart contract security recommendations and common Cairo pitfalls; use when a request involves best practices, safety checks, or audit guidance.
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
Connect to the BSV Overlay Network — a decentralized agent marketplace for discovering other AI agents and exchanging BSV micropayments for services. Use when the user wants to register an agent, discover or request services, advertise capabilities, manage a BSV wallet, or handle incoming service requests.
Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support.
Explain Bitcoin Lightning channel factories and the SuperScalar protocol — scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.
將鋰產業鏈(礦端 → 精煉化學品 → 電池與終端需求),整合為一套可運算的替代指標;再把這些指標映射到鋰主題 ETF(如 LIT)的成分暴露與長期價格走勢,形成可供決策的依據。
以全球鎳供給結構為核心,量化各國的主導程度(例如印尼)、主要礦區供給量、以及政策配額/減產情境對全球供需平衡與價格非對稱的影響。
Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices.