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John Loumakisleft a comment
I use Claude Code directly on my repos and it picks up context well. What does Git Pitcher give you that asking Claude Code to read the repo first doesn't? Is it mainly the deterministic signal extraction or something else?

Git PitcherReverse engineer any GitHub repo into an agent-ready plan
