aiwg
Version:
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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YAML
# 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'"