When the user pastes a specific error (stack trace, build failure,
"failed to execute X"), Claude now follows the error directly to the
relevant files instead of exploring the whole codebase.
https://claude.ai/code/session_01Fzv8baXnEVVhnrffAb3Ucc
Instead of a CLI the user runs separately, this is now two files you
drop into any repo:
- CLAUDE.md: read automatically by Claude Code, teaches it to scan
first, commit often, and leave handoff notes when usage runs low
- scan.py: standalone script Claude runs itself to find errors via
linters/tests/type-checkers, using zero AI tokens
No workflow change for the user — they type in Claude Code as before.
https://claude.ai/code/session_01Fzv8baXnEVVhnrffAb3Ucc
Claude