2 months ago I built (with Claude) a quite advanced Python CLI script and Claude Skill that searches and filters the Claude logs to access information from other sessions or from the same session before context compaction. But today Claude Code has a builtin feature to search its logs and will readily do it when needed.

My point is, these custom things are often short lived band-aids, and may not be needed with better default harnesses or smarter future models.