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Add AI label review step to autolabeler workflow
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117
.github/workflows/autolabeler.yml
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vendored
117
.github/workflows/autolabeler.yml
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vendored
@ -112,3 +112,120 @@ jobs:
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labels: Array.from(labelsToAdd),
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labels: Array.from(labelsToAdd),
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});
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});
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}
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}
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ai-check:
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needs: autolabeler
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runs-on: ubuntu-latest
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permissions:
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pull-requests: write
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Load priority config
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id: config
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run: |
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echo "priority=$(cat .github/label-priority.json)" >> $GITHUB_OUTPUT
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- name: Fetch PR metadata
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id: pr
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uses: actions/github-script@v7
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with:
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script: |
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const pr = context.payload.pull_request;
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const files = await github.rest.pulls.listFiles({
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owner: context.repo.owner,
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repo: context.repo.repo,
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pull_number: pr.number
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});
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return {
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title: pr.title,
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body: pr.body || "",
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files: files.data.map(f => f.filename)
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};
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- name: AI Label Review
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id: ai
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uses: actions/github-script@v7
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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with:
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script: |
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const fetch = require("node-fetch");
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const prData = {
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title: ${{ steps.pr.outputs.title }},
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body: ${{ steps.pr.outputs.body }},
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files: ${{ steps.pr.outputs.files }}
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};
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const prompt = `
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You are a GitHub labeling bot.
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Task:
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- Analyze PR title, body, and file list.
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- For each possible label, return a confidence score (0–1).
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- Consider conflicts: bugfix vs refactor, feature vs breaking change.
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- Output JSON: {"labels": [{"name":"bugfix","score":0.9}, {"name":"refactor","score":0.6}]}
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Valid labels: [new script, update script, delete script, bugfix, feature, breaking change, maintenance, refactor, website, json, api, core, github, addon, pve-tool, vm].
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PR data: ${JSON.stringify(prData)}
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`;
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const response = await fetch("https://api.openai.com/v1/chat/completions", {
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method: "POST",
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headers: {
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"Content-Type": "application/json",
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"Authorization": "Bearer " + process.env.OPENAI_API_KEY,
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},
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body: JSON.stringify({
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model: "gpt-4.1-mini",
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messages: [{role: "user", content: prompt}],
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temperature: 0
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})
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});
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const data = await response.json();
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const labels = JSON.parse(data.choices[0].message.content).labels;
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core.setOutput("labels", JSON.stringify(labels));
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- name: Apply AI Labels
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uses: actions/github-script@v7
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with:
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script: |
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const raw = JSON.parse('${{ steps.ai.outputs.labels }}');
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const prNumber = context.payload.pull_request.number;
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const config = JSON.parse('${{ steps.config.outputs.priority }}');
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let toApply = [];
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let toSuggest = [];
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raw.forEach(l => {
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if (l.score >= 0.8) {
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// check conflicts
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const conflicts = config.conflicts[l.name] || [];
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const hasStrongerConflict = conflicts.some(c =>
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raw.some(x => x.name === c && x.score >= 0.6 && config.priorities[c] >= config.priorities[l.name])
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);
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if (!hasStrongerConflict) {
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toApply.push(l.name);
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}
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} else if (l.score >= 0.5) {
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toSuggest.push(`${l.name} (${Math.round(l.score*100)}%)`);
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}
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});
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if (toApply.length > 0) {
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await github.rest.issues.addLabels({
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owner: context.repo.owner,
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repo: context.repo.repo,
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issue_number: prNumber,
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labels: toApply
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});
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}
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if (toSuggest.length > 0) {
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await github.rest.issues.createComment({
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owner: context.repo.owner,
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repo: context.repo.repo,
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issue_number: prNumber,
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body: `🤖 AI suggests these possible labels (uncertain): ${toSuggest.join(", ")}`
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});
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}
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