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Expert at quality-focused code review with security emphasis. Use when reviewing code changes, performing security audits, identifying bugs, ensuring code quality and maintainability, or analyzing...
Formats code according to Ben's style guidelines for TypeScript, Python, and general best practices. Use when formatting code, fixing linting issues, checking naming conventions, organizing...
Use when writing, reviewing, or refactoring code. Apply when naming variables or functions, structuring classes, handling errors, writing tests, or when code feels complex or hard to understand....
Code quality guide for Rust. USE WHEN: writing Rust code, reviewing code, or ensuring code quality.
Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi-step workflows, iterative...
Malware analysis, CVEs, attribution reports, hacker communities
Perform comprehensive code reviews with best practices, security checks, and constructive feedback. Use when reviewing pull requests, analyzing code quality, checking for security vulnerabilities,...
Search real-world code examples from over a million public GitHub repositories. Use when finding code patterns, implementation examples, or how libraries are used in practice. Triggers on "find...
OPC Architecture Understanding
Choose the right search tool for each query type
Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)
Test-driven development workflow with philosophy guide - plan β write tests β implement β validate
QLTY During Development
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation
Wiring Verification
Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available
External research workflow for docs, web, APIs - NOT codebase exploration
Project histories, changelogs, developer interviews, open source