Adding starter code with agent and benchmark

.gitignore

@@ -75,4 +75,6 @@ package-lock.json
 yarn.lock
 bun.lockb
 uv.lock
-.codegpt
+.codegpt
+
+legacy/

analysis_results_relaxed_old/astropy_astropy_astropy__astropy-12907.json

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analysis_results_relaxed_old/astropy_astropy_astropy__astropy-13033.json

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analysis_results_relaxed_old/astropy_astropy_astropy__astropy-13236.json

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analysis_results_relaxed_old/astropy_astropy_astropy__astropy-13398.json

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