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Replace the broad allowlist approach with a targeted denylist that only warns on known ad-hoc filenames (NOTES, TODO, SCRATCH, TEMP, DRAFT, BRAINSTORM, SPIKE, DEBUG, WIP) outside structured directories. This eliminates false positives for legitimate markdown-heavy workflows while still catching impulse documentation files. Closes #988 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>