feat: adding test cases for a specific benchmark

clean up the benchmark_results.json

fix: add agent info to output and remove task_id in processed output

fix: add to .gitignore and fix readme

remove redudant logging

add config.yaml to .gitignore

fix: replace agent_id for template

fix: remove benchmark_results.json from the main file

Update README.md

Update CLAUDE.md

feat: add benchmarking code for per agent

Initial commit