Update README.md

Update README.md

Merge pull request #16 from GeminiLabCX/ci/add-github-actions

ci: add GitHub Actions workflow for automated testing

Merge pull request #10 from QodeNu/add-pyproject-toml

Merge pull request #11 from QodeNu/fix-filename-typos

Fix filename typos: agnet -> agent, verifire -> verifier

Add pyproject.toml for modern Python package management

Update stage2_capability_upgrade_agent.py

Update memory_bridge.py

Update main.py

Update Metacognitive_Analysis_agnet.py

Update Candidate_Selection_agent.py

Update Step_agent.py

Refactor analyze_text by removing finish form logic