Summary

• dispatch AI review explicitly from monthly publish instead of relying on issue-open cascade
• load monthly issue context directly and upsert the Claude review comment via GitHub API
• shift monthly review input and prompt from release QA toward strategy optimization guidance

Verification

• python3 -m unittest tests/test_monthly_publish_workflow_config.py tests/test_monthly_report_bundle.py tests/test_post_monthly_ai_review_comment.py
• ruby -e 'require "yaml"; YAML.load_file(".github/workflows/monthly_publish.yml"); YAML.load_file(".github/workflows/ai_review.yml"); puts "yaml ok"'\n- gh workflow run ai_review.yml --ref fix/ai-strategy-review-workflow -f issue_number=11\n- gh run watch 23842991984 --exit-status