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# Codex session tool usage statistics -- 551 sessions analyzed

Which tools Codex actually calls, ranked by frequency. Key input for harness coverage planning.

user/developer
codex session tools stats shell_command apply_patch analysis

## Steps

1. SESSION FILES: C:/Users/kiexp/.codex/session...
2. TOOL TIER: shell_command 18463 (86.6%), appl...
3. SHELL BREAKDOWN (18462 calls): Get-Content 4...
4. apply_patch TARGETS: .cs 805, .py 411, .ps1...
5. KEY INSIGHT: Codex does NOT use write_file/r...
6. PARSE: response_item + payload.type=function...
7. RE-RUN ANALYSIS: python3 + glob.glob on .cod...