Agents And SkillsSkill

Claude Code skills for auditing and hardening AI-generated code

April 5, 2026Tom Dörr, BURKOV, Mike Futia

Tom Dörr shares reusable Claude Code skills aimed at auditing and hardening AI-generated code, reflecting a shift from pure generation to safety and reliability workflows.

Skills for Claude Code to audit and harden AI-generated code
Guide for Claude Code setup, commands, and agent skills
Claude just erased all local changes and had to pull from Git and fix them again.
Architecture study of Claude Code CLI agent
“Skills for Claude Code to audit and harden AI-generated code”
“Self-improving Claude Code skills are f*cking ridiculous”
“One loop → 10 test runs, scored against an eval, prompt rewritten, retested, winner kept.”
Tom Dörr
BURKOV
Mike Futia
code reviewsecurityclaudegitclaude codecode review

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