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feat: add automated PR title review using GitHub Actions and AI (#3784)
# Description of Changes - Added a new GitHub Actions workflow `.github/workflows/ai_pr_title_review.yml` to perform AI-powered PR title evaluations - Introduced configuration files: - `.github/config/repo_devs.json` to define trusted developers - `.github/config/system-prompt.txt` as the system prompt for the AI model - Workflow checks the PR actor against the `repo_devs.json` list and evaluates the PR title if the actor is a listed developer - Integrates GPT-4o via `actions/ai-inference` to analyze diffs and suggest improved PR titles in JSON - Posts a suggestion comment or praise, depending on AI rating, using `github-script` - Supports secure repo setup with hardened runners and tokenized GitHub App bot access --- ## Checklist ### General - [ ] I have read the [Contribution Guidelines](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/CONTRIBUTING.md) - [ ] I have read the [Stirling-PDF Developer Guide](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/DeveloperGuide.md) (if applicable) - [ ] I have read the [How to add new languages to Stirling-PDF](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/HowToAddNewLanguage.md) (if applicable) - [ ] I have performed a self-review of my own code - [ ] My changes generate no new warnings ### Documentation - [ ] I have updated relevant docs on [Stirling-PDF's doc repo](https://github.com/Stirling-Tools/Stirling-Tools.github.io/blob/main/docs/) (if functionality has heavily changed) - [ ] I have read the section [Add New Translation Tags](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/HowToAddNewLanguage.md#add-new-translation-tags) (for new translation tags only) ### UI Changes (if applicable) - [ ] Screenshots or videos demonstrating the UI changes are attached (e.g., as comments or direct attachments in the PR) ### Testing (if applicable) - [ ] I have tested my changes locally. Refer to the [Testing Guide](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/DeveloperGuide.md#6-testing) for more details. --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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.github/config/repo_devs.json
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.github/config/repo_devs.json
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{
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"repo_devs": [
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"frooodle",
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"sf298",
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"Ludy87",
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"LaserKaspar",
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"sbplat",
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"reecebrowne",
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"DarioGii",
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"ConnorYoh"
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]
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}
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.github/config/system-prompt.txt
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.github/config/system-prompt.txt
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You are a professional software engineer specializing in reviewing pull request titles.
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Your job is to analyze a git diff and an existing PR title, then evaluate and improve the PR title.
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You must:
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- Always return valid JSON
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- Only return the JSON response (no Markdown, no formatting)
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- Use one of these conventional commit types at the beginning of the title: build, chore, ci, docs, feat, fix, perf, refactor, revert, style, test
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- Use lowercase only, no emojis, no trailing period
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- Ensure the title is between 5 and 72 printable ASCII characters
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- Never let spelling or grammar errors affect the rating
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- If the PR title is rated 6 or higher and only contains spelling or grammar mistakes, correct it - do not rephrase it
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- If the PR title is rated below 6, generate a new, better title based on the diff
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.github/workflows/ai_pr_title_review.yml
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.github/workflows/ai_pr_title_review.yml
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name: AI - PR Title Review
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on:
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pull_request:
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types: [opened, edited]
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branches: [main]
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permissions: # required for secure-repo hardening
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contents: read
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jobs:
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ai-title-review:
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permissions:
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contents: read
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pull-requests: write
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models: read
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runs-on: ubuntu-latest
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steps:
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- name: Harden Runner
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uses: step-security/harden-runner@002fdce3c6a235733a90a27c80493a3241e56863 # v2.12.1
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with:
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egress-policy: audit
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- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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with:
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fetch-depth: 0
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- name: Configure Git to suppress detached HEAD warning
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run: git config --global advice.detachedHead false
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- name: Setup GitHub App Bot
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if: github.actor != 'dependabot[bot]'
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id: setup-bot
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uses: ./.github/actions/setup-bot
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continue-on-error: true
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with:
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app-id: ${{ secrets.GH_APP_ID }}
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private-key: ${{ secrets.GH_APP_PRIVATE_KEY }}
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- name: Check if actor is repo developer
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id: actor
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run: |
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if [[ "${{ github.actor }}" == *"[bot]" ]]; then
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echo "PR opened by a bot – skipping AI title review."
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echo "is_repo_dev=false" >> $GITHUB_OUTPUT
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exit 0
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fi
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if [ ! -f .github/config/repo_devs.json ]; then
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echo "Error: .github/config/repo_devs.json not found" >&2
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exit 1
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fi
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# Validate JSON and extract repo_devs
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REPO_DEVS=$(jq -r '.repo_devs[]' .github/config/repo_devs.json 2>/dev/null || { echo "Error: Invalid JSON in repo_devs.json" >&2; exit 1; })
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# Convert developer list into Bash array
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mapfile -t DEVS_ARRAY <<< "$REPO_DEVS"
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if [[ " ${DEVS_ARRAY[*]} " == *" ${{ github.actor }} "* ]]; then
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echo "is_repo_dev=true" >> $GITHUB_OUTPUT
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else
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echo "is_repo_dev=false" >> $GITHUB_OUTPUT
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fi
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- name: Get PR diff
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if: steps.actor.outputs.is_repo_dev == 'true'
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id: get_diff
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run: |
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git fetch origin ${{ github.base_ref }}
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git diff origin/${{ github.base_ref }}...HEAD | head -n 10000 | grep -vP '[\x00-\x08\x0B\x0C\x0E-\x1F\x7F\x{202E}\x{200B}]' > pr.diff
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echo "diff<<EOF" >> $GITHUB_OUTPUT
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cat pr.diff >> $GITHUB_OUTPUT
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echo "EOF" >> $GITHUB_OUTPUT
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- name: Check and sanitize PR title
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if: steps.actor.outputs.is_repo_dev == 'true'
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id: sanitize_pr_title
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env:
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PR_TITLE_RAW: ${{ github.event.pull_request.title }}
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run: |
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# Sanitize PR title: max 72 characters, only printable characters
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PR_TITLE=$(echo "$PR_TITLE_RAW" | tr -d '\n\r' | head -c 72 | sed 's/[^[:print:]]//g')
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if [[ ${#PR_TITLE} -lt 5 ]]; then
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echo "PR title is too short. Must be at least 5 characters." >&2
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fi
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echo "pr_title=$PR_TITLE" >> $GITHUB_OUTPUT
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- name: AI PR Title Analysis
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if: steps.actor.outputs.is_repo_dev == 'true'
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id: ai-title-analysis
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uses: actions/ai-inference@d645f067d89ee1d5d736a5990e327e504d1c5a4a # v1.1.0
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with:
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model: openai/gpt-4o
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system-prompt-file: ".github/config/system-prompt.txt"
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prompt: |
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Based on the following input data:
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{
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"diff": "${{ steps.get_diff.outputs.diff }}",
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"pr_title": "${{ steps.sanitize_pr_title.outputs.pr_title }}"
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}
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Respond ONLY with valid JSON in the format:
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{
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"improved_rating": <0-10>,
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"improved_ai_title_rating": <0-10>,
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"improved_title": "<ai generated title>"
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}
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- name: Validate and set SCRIPT_OUTPUT
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if: steps.actor.outputs.is_repo_dev == 'true'
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run: |
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cat <<EOF > ai_response.json
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${{ steps.ai-title-analysis.outputs.response }}
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EOF
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# Validate JSON structure
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jq -e '
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(keys | sort) == ["improved_ai_title_rating", "improved_rating", "improved_title"] and
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(.improved_rating | type == "number" and . >= 0 and . <= 10) and
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(.improved_ai_title_rating | type == "number" and . >= 0 and . <= 10) and
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(.improved_title | type == "string")
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' ai_response.json
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if [ $? -ne 0 ]; then
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echo "Invalid AI response format" >&2
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cat ai_response.json >&2
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exit 1
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fi
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# Parse JSON fields
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IMPROVED_RATING=$(jq -r '.improved_rating' ai_response.json)
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IMPROVED_TITLE=$(jq -r '.improved_title' ai_response.json)
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# Limit comment length to 1000 characters
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COMMENT=$(cat <<EOF
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## 🤖 AI PR Title Suggestion
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**PR-Title Rating**: $IMPROVED_RATING/10
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### ⬇️ Suggested Title (copy & paste):
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\`\`\`
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$IMPROVED_TITLE
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\`\`\`
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---
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*Generated by GitHub Models AI*
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EOF
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)
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echo "$COMMENT" > /tmp/ai-title-comment.md
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# Log input and output to the GitHub Step Summary
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echo "### 🤖 AI PR Title Analysis" >> $GITHUB_STEP_SUMMARY
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echo "### Input PR Title" >> $GITHUB_STEP_SUMMARY
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echo '```bash' >> $GITHUB_STEP_SUMMARY
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echo "${{ steps.sanitize_pr_title.outputs.pr_title }}" >> $GITHUB_STEP_SUMMARY
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echo '```' >> $GITHUB_STEP_SUMMARY
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echo '### AI Response (raw JSON)' >> $GITHUB_STEP_SUMMARY
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echo '```json' >> $GITHUB_STEP_SUMMARY
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cat ai_response.json >> $GITHUB_STEP_SUMMARY
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echo '```' >> $GITHUB_STEP_SUMMARY
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- name: Post comment on PR if needed
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if: steps.actor.outputs.is_repo_dev == 'true'
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uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
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continue-on-error: true
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with:
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github-token: ${{ steps.setup-bot.outputs.token }}
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script: |
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const fs = require('fs');
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const body = fs.readFileSync('/tmp/ai-title-comment.md', 'utf8');
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const { GITHUB_REPOSITORY } = process.env;
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const [owner, repo] = GITHUB_REPOSITORY.split('/');
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const issue_number = context.issue.number;
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const ratingMatch = body.match(/\*\*PR-Title Rating\*\*: (\d+)\/10/);
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const rating = ratingMatch ? parseInt(ratingMatch[1], 10) : null;
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const expectedActor = "${{ steps.setup-bot.outputs.app-slug }}[bot]";
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const comments = await github.rest.issues.listComments({ owner, repo, issue_number });
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const existing = comments.data.find(c =>
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c.user?.login === expectedActor &&
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c.body.includes("## 🤖 AI PR Title Suggestion")
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);
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if (rating === null) {
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console.log("No rating found in AI response – skipping.");
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return;
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}
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if (rating <= 5) {
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if (existing) {
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await github.rest.issues.updateComment({
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owner, repo,
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comment_id: existing.id,
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body
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});
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console.log("Updated existing suggestion comment.");
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} else {
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await github.rest.issues.createComment({
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owner, repo, issue_number,
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body
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});
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console.log("Created new suggestion comment.");
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}
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} else {
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const praise = `## 🤖 AI PR Title Suggestion\n\nGreat job! The current PR title is clear and well-structured.\n\n✅ No suggestions needed.\n\n---\n*Generated by GitHub Models AI*`;
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if (existing) {
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await github.rest.issues.updateComment({
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owner, repo,
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comment_id: existing.id,
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body: praise
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});
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console.log("Replaced suggestion with praise.");
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} else {
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console.log("Rating > 5 and no existing comment – skipping comment.");
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}
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}
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- name: is not repo dev
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if: steps.actor.outputs.is_repo_dev != 'true'
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run: |
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exit 0 # Skip the AI title review for non-repo developers
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- name: Clean up
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if: always()
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run: |
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rm -f pr.diff ai_response.json /tmp/ai-title-comment.md
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echo "Cleaned up temporary files."
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continue-on-error: true # Ensure cleanup runs even if previous steps fail
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