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Systematic bug isolation and root cause analysis through hypothesis-driven debugging methodology. \n \n Applies five-step workflow: reproduce, isolate, hypothesize and test, fix, and prevent through regression tests \n Includes language-specific debugger guidance (Python pdb, Node.js Inspector, Go delve) and advanced strategies like git bisect for regression hunting \n Enforces strict constraints: reproduce first, test one hypothesis at a time, document findings, and remove debug code before com

Systematic audit of filenames and naming conventions against AGENTS.md standards and codebase patterns. \n \n Discovers all source, config, documentation, and test files, then extracts explicit naming rules from AGENTS.md files and identifies implicit patterns within each directory \n Analyzes each file for convention violations (wrong case, mixed patterns, missing suffixes), clarity issues (vague or misleading names), and anti-patterns (temporary names, version suffixes, generic names) \n Ident