.github/workflows/weekly_learn.yml

name: weekly-self-learning

on:
  schedule:
    - cron: "0 18 * * 0"
  workflow_dispatch:

permissions:
  contents: write

jobs:
  learn:
    runs-on: ubuntu-latest
    timeout-minutes: 30
    env:
      FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: true

    steps:
      - uses: actions/checkout@v4

      - uses: actions/setup-python@v5
        with:
          python-version: "3.11"

      - name: install dependencies
        run: pip install loguru python-dotenv requests networkx

      - name: run self audit
        run: |
          python3 -c "
          from ai.self_learning.self_audit import SelfAudit
          r = SelfAudit().run(timeout_secs=15)
          print(f'Audit: {r[\"passed\"]}/{r[\"total\"]} passed')
          if r['failed'] > 0:
              print('::warning::' + str(r['failed']) + ' scrapers failed audit')
          "

      - name: run schema learner
        run: |
          python3 -c "
          from ai.self_learning.schema_learner import SchemaLearner
          s = SchemaLearner()
          pending = s.get_pending()
          print(f'Pending schema additions: {len(pending)}')
          "

      - name: run weight optimizer
        env:
          NEO4J_URI:      ${{ secrets.NEO4J_URI }}
          NEO4J_USER:     ${{ secrets.NEO4J_USER }}
          NEO4J_PASSWORD: ${{ secrets.NEO4J_PASSWORD }}
        run: |
          python3 -c "
          from ai.self_learning.weight_optimizer import WeightOptimizer
          opt = WeightOptimizer()
          result = opt.optimize()
          print(f'Weight adjustment: {result[\"adjusted\"]}')
          if result.get('changes'):
              for k,v in result['changes'].items():
                  print(f'  {k}: {v[\"old\"]} -> {v[\"new\"]}')
          "

      - name: commit learning artifacts
        run: |
          git config user.name "github-actions[bot]"
          git config user.email "github-actions[bot]@users.noreply.github.com"
          git add data/processed/ || true
          git diff --staged --quiet || \
            git commit -m "chore(learn): weekly self-learning run $(date -u +%Y-%m-%d)"
          git push origin main || true