Case Studies

#!/usr/bin/env bash
# triage.sh — runs every 15 min from cron

NEW_TICKETS=$(curl -s "https://api.helpdesk.example.com/tickets?status=new" \
  -H "Authorization: Bearer $HD_TOKEN")

echo "$NEW_TICKETS" | openclaw run \
  "For each ticket: 1) classify as billing/bug/feature/general, 2) priority 1-3, 3) draft a 3-sentence empathetic response. Output JSON array." \
  --format json | python3 scripts/post-responses.py

#!/usr/bin/env bash
# morning.sh — runs at 8:00 AM Mon-Fri

PRS=$(gh pr list --author @me --json title,url | jq -r '.[] | "- \(.title): \(.url)"')
COMMITS=$(git log --since="yesterday" --oneline --all)
TASKS=$(curl -s "https://api.jira.example.com/assignee/me" -H "Bearer $JIRA_TOKEN")

BRIEFING=$(printf "PRs:\n%s\n\nYesterday's commits:\n%s\n\nJira tasks:\n%s" \
  "$PRS" "$COMMITS" "$TASKS" | \
  openclaw run "Write a 5-bullet morning briefing. Be direct. Flag blockers.")

notify-send "Morning Briefing" "$BRIEFING"
echo "$BRIEFING" >> ~/briefings/$(date +%F).md

# .github/workflows/ai-review.yml
name: AI Review
on:
  pull_request:
    types: [opened, synchronize]
jobs:
  ai-review:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0
      - run: pip install openclaw
      - name: Run AI review
        env:
          OPENCLAW_API_KEY: ${{ secrets.OPENCLAW_API_KEY }}
        run: |
          git diff origin/${{ github.base_ref }}...HEAD > diff.patch
          openclaw run \
            "Review this diff. Flag: 1) bugs, 2) security issues, 3) missing error handling, 4) missing tests for changed logic. Format as GitHub-flavoured Markdown checklist." \
            --file diff.patch > review.md
      - name: Post review comment
        uses: actions/github-script@v7
        with:
          script: |
            const fs = require('fs');
            const review = fs.readFileSync('review.md', 'utf8');
            github.rest.issues.createComment({
              issue_number: context.issue.number,
              owner: context.repo.owner,
              repo: context.repo.repo,
              body: review
            });

#!/usr/bin/env bash
# weekly-report.sh — runs every Monday 07:00 via cron
set -euo pipefail

# Pull CSVs from data warehouse
psql "$DB_URL" -c "\COPY (SELECT ...) TO '/tmp/sales.csv' CSV HEADER"
psql "$DB_URL" -c "\COPY (SELECT ...) TO '/tmp/inventory.csv' CSV HEADER"

# OpenClaw analyses + writes narrative
openclaw run \
  "Analyse the attached weekly sales and inventory CSVs. \
   Identify the top 3 trends, flag any anomalies, and write \
   a 3-paragraph executive summary suitable for the Monday all-hands." \
  --file /tmp/sales.csv \
  --file /tmp/inventory.csv \
  --model gpt-4o \
  --output /tmp/weekly-summary.md

# Convert to HTML and email
pandoc /tmp/weekly-summary.md -o /tmp/weekly-report.html
python3 send_report.py /tmp/weekly-report.html reports@company.com

name: AI PR Review
on:
  pull_request:
    types: [opened, synchronize]

jobs:
  ai-review:
    runs-on: ubuntu-latest
    permissions:
      pull-requests: write
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0
      - run: pip install openclaw

      - name: Generate AI review
        id: review
        env:
          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        run: |
          git diff origin/main..HEAD > /tmp/pr.diff
          REVIEW=$(openclaw run \
            "Review this code diff. Check for: bugs, security issues, \
             style violations, missing tests. Be concise. Use GitHub \
             markdown with headers per category." \
            --file /tmp/pr.diff \
            --model gpt-4o)
          echo "review<> $GITHUB_OUTPUT
          echo "$REVIEW" >> $GITHUB_OUTPUT
          echo "EOF" >> $GITHUB_OUTPUT

      - uses: actions/github-script@v7
        with:
          script: |
            github.rest.pulls.createReview({
              owner: context.repo.owner,
              repo: context.repo.repo,
              pull_number: context.issue.number,
              body: `## AI First-Pass Review\n\n${{ steps.review.outputs.review }}\n\n---\n*Generated by OpenClaw — human review still required*`,
              event: 'COMMENT'
            })