CI workflow (zhouxiaoka/autoclip_mvp)
The CI workflow from zhouxiaoka/autoclip_mvp, explained and optimized by Latchkey.
CI health: C - fair
Point runs-on at Latchkey and get run de-duplication, job timeouts, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the CI workflow from the zhouxiaoka/autoclip_mvp repository, a real project running GitHub Actions. It is shown here with attribution under its MIT license.
Below, Latchkey shows a faster, safer version produced by its optimization engine.
The workflow
name: CI
on:
push:
branches: [ main, develop ]
pull_request:
branches: [ main ]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: '3.9'
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements.txt
- name: Run tests
run: |
python -m pytest tests/ -v
- name: Lint with flake8
run: |
pip install flake8
flake8 src/ --count --select=E9,F63,F7,F82 --show-source --statistics
flake8 src/ --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
frontend-test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '18'
cache: 'npm'
cache-dependency-path: frontend/package-lock.json
- name: Install frontend dependencies
working-directory: ./frontend
run: npm ci
- name: Run frontend tests
working-directory: ./frontend
run: npm run lint The same workflow, on Latchkey
Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.
name: CI on: push: branches: [ main, develop ] pull_request: branches: [ main ] concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: test: timeout-minutes: 30 runs-on: latchkey-small steps: - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v4 with: python-version: '3.9' - name: Install dependencies run: | python -m pip install --upgrade pip pip install -r requirements.txt - name: Run tests run: | python -m pytest tests/ -v - name: Lint with flake8 run: | pip install flake8 flake8 src/ --count --select=E9,F63,F7,F82 --show-source --statistics flake8 src/ --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics frontend-test: timeout-minutes: 30 runs-on: latchkey-small steps: - uses: actions/checkout@v4 - name: Set up Node.js uses: actions/setup-node@v4 with: node-version: '18' cache: 'npm' cache-dependency-path: frontend/package-lock.json - name: Install frontend dependencies working-directory: ./frontend run: npm ci - name: Run frontend tests working-directory: ./frontend run: npm run lint
What changed
- Run on Latchkey managed runners with one line (
runs-on), which apply the fixes below automatically and self-heal transient failures. This example useslatchkey-small; pick the runner size that fits the job. - Cancel superseded runs when a branch or PR gets a newer push.
- Add a job timeout so a hung step cannot burn hours of runner time.
What Latchkey heals here
This workflow has steps that commonly fail on transient issues (network, registries, flaky browsers). On Latchkey managed runners they are detected, retried, and self-healed instead of failing your build:
- Dependency installs
This workflow runs 2 jobs per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.