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Add AI triage workflow and LLM documentation for automated issue management (#606)
* Initial plan * Add triage agent workflow and LLM documentation from vscode-gradle Co-authored-by: chagong <[email protected]> --------- Co-authored-by: copilot-swe-agent[bot] <[email protected]> Co-authored-by: chagong <[email protected]>
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‎.github/llms.md‎

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# Extension Pack for Java
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Extension Pack for Java is a collection of popular extensions that can help write, test and debug Java applications in Visual Studio Code. By installing Extension Pack for Java, the following extensions are installed:
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- [📦 Language Support for Java™ by Red Hat ](https://marketplace.visualstudio.com/items?itemName=redhat.java)
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- Code Navigation
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- Auto Completion
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- Refactoring
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- Code Snippets
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- [📦 Debugger for Java](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-java-debug)
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- Debugging
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- [📦 Test Runner for Java](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-java-test)
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- Run & Debug JUnit/TestNG Test Cases
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- [📦 Maven for Java](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-maven)
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- Project Scaffolding
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- Custom Goals
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- [📦 Gradle for Java](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-gradle)
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- View Gradle tasks and project dependencies
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- Gradle file authoring
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- Import Gradle projects via [Gradle Build Server](https://github.com/microsoft/build-server-for-gradle)
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- [📦 Project Manager for Java](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-java-dependency)
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- Manage Java projects, referenced libraries, resource files, packages, classes, and class members
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- [📦 Visual Studio IntelliCode](https://marketplace.visualstudio.com/items?itemName=VisualStudioExptTeam.vscodeintellicode)
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- AI-assisted development
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- Completion list ranked by AI
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## Label
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When labeling an issue, follow the rules below per label category:
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### General Rules
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- Analyze if the issue is related with the scope of using extensions for Java development. If not, STOP labelling IMMEDIATELY.
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- Assign label per category.
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- If a category is not applicable or you're unsure, you may skip it.
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- Do not assign multiple labels within the same category, unless explicitly allowed as an exception.
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### Issue Type Labels
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- [bug]: Primary label for real bug issues
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- [enhancement]: Primary label for enhancement issues
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- [documentation]: Primary label for documentation issues
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- [question]: Primary label for question issues

‎.github/workflows/triage-agent.yml‎

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name: AI Triage - Label and Comment on New Issues
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on:
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issues:
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types: [opened]
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workflow_dispatch:
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inputs:
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issue_number:
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description: 'Issue number to triage (manual run). e.g. 123'
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required: true
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permissions:
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issues: write
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contents: read
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jobs:
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label_and_comment:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout repository
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uses: actions/checkout@v2
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- name: Get issue data
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id: get_issue
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uses: actions/github-script@v6
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with:
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script: |
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const eventName = context.eventName;
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let issue;
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if (eventName === 'workflow_dispatch') {
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const inputs = context.payload.inputs || {};
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const issueNumber = inputs.issue_number || inputs.issueNumber;
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if (!issueNumber) core.setFailed('Input issue_number is required for manual run.');
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const { data } = await github.rest.issues.get({
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owner: context.repo.owner,
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repo: context.repo.repo,
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issue_number: parseInt(issueNumber, 10),
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});
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issue = data;
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} else if (context.payload.issue) {
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issue = context.payload.issue;
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} else {
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core.setFailed('No issue information found in the event payload.');
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}
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core.setOutput('id', String(issue.number));
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core.setOutput('user', String((issue.user && issue.user.login) || ''));
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core.setOutput('title', String(issue.title || ''));
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core.setOutput('body', String(issue.body || ''));
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const labelNames = (issue.labels || []).map(label => label.name);
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core.setOutput('labels', JSON.stringify(labelNames));
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- name: Call Azure Function
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id: call_azure_function
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env:
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PAYLOAD: >-
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{
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"authToken": "${{ secrets.GITHUB_TOKEN }}",
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"repoId": "microsoft/java-debug",
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"issueData": {
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"id": ${{ steps.get_issue.outputs.id }},
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"user": ${{ toJson(steps.get_issue.outputs.user) }},
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"title": ${{ toJson(steps.get_issue.outputs.title) }},
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"body": ${{ toJson(steps.get_issue.outputs.body) }},
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"labels": ${{ steps.get_issue.outputs.labels }}
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},
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"mode": "DirectUpdate"
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}
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run: |
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# Make the HTTP request with improved error handling and timeouts
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echo "Making request to triage agent..."
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# Add timeout handling and better error detection
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set +e # Don't exit on curl failure
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response=$(timeout ${{ vars.TRIAGE_AGENT_TIMEOUT }} curl \
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--max-time 0 \
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--connect-timeout 30 \
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--fail-with-body \
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--silent \
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--show-error \
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--write-out "HTTPSTATUS:%{http_code}" \
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--header "Content-Type: application/json" \
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--request POST \
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--data "$PAYLOAD" \
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${{ secrets.TRIAGE_FUNCTION_LINK }} 2>&1)
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curl_exit_code=$?
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set -e # Re-enable exit on error
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echo "Curl exit code: $curl_exit_code"
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# Check if curl command timed out or failed
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if [ $curl_exit_code -eq 124 ]; then
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echo "❌ Request timed out after 650 seconds"
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exit 1
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elif [ $curl_exit_code -ne 0 ]; then
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echo "❌ Curl command failed with exit code: $curl_exit_code"
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echo "Response: $response"
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exit 1
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fi
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# Extract HTTP status code and response body
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http_code=$(echo "$response" | grep -o "HTTPSTATUS:[0-9]*" | cut -d: -f2)
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response_body=$(echo "$response" | sed 's/HTTPSTATUS:[0-9]*$//')
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echo "HTTP Status Code: $http_code"
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# Validate HTTP status code
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if [ -z "$http_code" ]; then
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echo "❌ Failed to extract HTTP status code from response"
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echo "Raw response: $response"
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exit 1
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fi
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# Check if the request was successful
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if [ "$http_code" -ge 200 ] && [ "$http_code" -lt 300 ]; then
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echo "✅ Azure Function call succeeded"
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else
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echo "❌ Azure Function call failed with status code: $http_code"
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echo "Response: $response_body"
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exit 1
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fi

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