Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →cwinvestments/memstack-deployment-ci-cd-pipeline
Use this skill when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up automated build, test, and deployment pipelines.
Passed 19 of 24 test cases with the skill, and 18 of 24 without it.
and 3 more in the full report
4 fixed15 passed either way2 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
Can you help me design an automated pipeline for a Python web service using GitHub Actions and Pytest? Please outline the stages from linting through deployment, show how to map branches to environment secrets, produce a runnable YAML workflow file, explain how to handle automatic rollbacks and team notifications on failure, and give me a launch checklist to configure everything.
| Checked | Without skill | With skill |
|---|---|---|
| configures a PostgreSQL service container for the test stage | Missed | Passed |
| includes a post-deploy health check verification loop | Passed | Passed |
| includes a failure notification step using a webhook | Passed | Passed |
The instructions your model reads when the skill loads.
Detect project type and generate a complete CI/CD pipeline with lint, test, build, deploy stages, rollback strategy, and environment management.
When this skill activates, output:
🔄 CI/CD Pipeline: Designing your pipeline...
| Context | Status |
|---|---|
| User says "CI/CD", "pipeline", "GitHub Actions" | ACTIVE |
| User wants automated testing and deployment | ACTIVE |
| User mentions branch strategy, deploy gates, or rollbacks | ACTIVE |
| User wants Docker setup (CI/CD is secondary) | DORMANT: see docker-setup |
| User wants server provisioning (not pipeline) | DORMANT: see hetzner-setup |
| User wants to deploy to a specific platform only | DORMANT, see railway-deploy or netlify-deploy |
Ask the user for:
Auto-detect from project files and recommend CI/CD platform:
| Project Signal | Platform Recommendation | Reason |
|---|---|---|
.github/ exists | GitHub Actions | Already on GitHub, native integration |
vercel.json or Next.js | Vercel (auto-deploy) + GitHub Actions (CI) | Vercel handles deploy, GHA handles testing |
railway.json | Railway (auto-deploy) + GitHub Actions (CI) | Railway handles deploy, GHA handles testing |
netlify.toml | Netlify (auto-deploy) + GitHub Actions (CI) | Netlify handles deploy, GHA handles testing |
test cases passed, vs 18 / 24 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.