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aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# AIWG Code Review with Cursor Agent # # Automated code review using Cursor CLI with AIWG standards. # This workflow runs on pull requests and posts review comments. # # Prerequisites: # - CURSOR_API_KEY secret configured # - Cursor CLI installed (curl https://cursor.com/install -fsS | bash) # # Usage: # Copy this file to .github/workflows/aiwg-cursor-review.yml name: AIWG Code Review (Cursor) on: pull_request: types: [opened, synchronize, reopened, ready_for_review] permissions: contents: read pull-requests: write jobs: review: runs-on: ubuntu-latest timeout-minutes: 15 steps: - name: Checkout code uses: actions/checkout@v4 with: fetch-depth: 0 - name: Install Cursor CLI run: | curl https://cursor.com/install -fsS | bash echo "$HOME/.cursor/bin" >> $GITHUB_PATH - name: Run AIWG Code Review env: CURSOR_API_KEY: ${{ secrets.CURSOR_API_KEY }} GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} run: | cursor-agent -p --force --output-format text "You are operating in a GitHub Actions runner performing automated code review. The gh CLI is available and authenticated via GH_TOKEN. You may comment on pull requests. Context: - Repo: ${{ github.repository }} - PR Number: ${{ github.event.pull_request.number }} - PR Head SHA: ${{ github.event.pull_request.head.sha }} - PR Base SHA: ${{ github.event.pull_request.base.sha }} Objectives: 1) Review the current PR diff and flag only clear, high-severity issues 2) Leave very short inline comments (1-2 sentences) on changed lines only 3) Provide a brief summary at the end Procedure: - Get diff: gh pr diff ${{ github.event.pull_request.number }} - Avoid duplicates: skip if similar feedback already exists Commenting rules: - Max 10 inline comments total; prioritize the most critical issues - One issue per comment; place on the exact changed line - Natural tone, specific and actionable - Use emojis: Critical Security Performance Logic Improvement Submission: - Submit one review containing inline comments plus a concise summary - Use only: gh pr review ${{ github.event.pull_request.number }} --comment --body 'review text'"