Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
WHAT YOU BECOME
Perfect for these scenarios
Debug failing pipelines by systematically tracing test failures to root causes.
Apply structured analysis to resolve live issues without breaking existing functionality.
Identify why new changes broke existing tests using hypothesis-driven debugging.
Uncover unexpected behavior in new features through step-by-step investigation.
MEASURED GAIN
Proven benefits and measurable impact
Save time by avoiding trial-and-error fixes with a structured approach.
Prevent similar issues by addressing root causes rather than symptoms.
Help new developers debug efficiently with a repeatable framework.
WHAT YOU GET
Files, tags and the three-step install
Tip: Read the documentation and the code before first use, so you know what it does and which permissions it needs.
NEXT SCRIPTS
Recommended based on tags and category
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns
Generate and maintain AGENTS.md files following the public agents.md convention. Use when creating documentation for AI agent workflows, onboarding guides, or when standardizing agent interaction patterns across projects.
Expert on building decentralized applications on Aptos with frontend integration, wallet connectivity (Petra, Martian, Pontem), TypeScript SDK, transaction submission, and wallet adapter patterns. Triggers on keywords wallet connect, petra, martian, pontem, typescript sdk, aptos sdk, dapp, frontend integration, wallet adapter, transaction, sign
Expert on Aptos blockchain, Move language, smart contracts, NFTs, DeFi, and Aptos development. Triggers on keywords aptos, move, blockchain, smart contract, nft, defi, web3, mainnet, testnet, devnet