google-agents-cli-scaffold
Project scaffolding, deployment configuration, and CI/CD setup for Google ADK agents.
openevidence-ci-integration
Ci Integration for OpenEvidence.
Full skill instructions
Set up CI/CD for OpenEvidence clinical decision support integrations: run unit tests with mocked evidence query and citation responses on every PR, validate live API connectivity for clinical queries on merge to main. OpenEvidence provides AI-powered medical evidence retrieval and clinical decision support, so CI pipelines verify query formatting, evidence parsing, citation extraction, and response quality scoring.
# .github/workflows/openevidence-ci.yml
name: OpenEvidence CI
on:
pull_request:
paths: ['src/openevidence/**', 'tests/**']
push:
branches: [main]
jobs:
unit-tests:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with: { node-version: '20' }
- run: npm ci
- run: npm test -- --reporter=verbose
integration-tests:
if: github.ref == 'refs/heads/main'
needs: unit-tests
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with: { node-version: '20' }
- run: npm ci
- run: npm run test:integration
env:
OPENEVIDENCE_API_KEY: ${{ secrets.OPENEVIDENCE_API_KEY }}
// tests/openevidence-service.test.ts
import { describe, it, expect, vi } from 'vitest';
import { queryEvidence, extractCitations } from '../src/openevidence-service';
vi.mock('../src/openevidence-client', () => ({
OpenEvidenceClient: vi.fn().mockImplementation(() => ({
query: vi.fn().mockResolvedValue({
answer: 'Current evidence supports early intervention with GLP-1 agonists...',
confidence: 0.92,
citations: [
{ title: 'NEJM 2025 Meta-Analysis', doi: '10.1056/NEJMoa2501234', year: 2025 },
{ title: 'Lancet Diabetes Review', doi: '10.1016/S2213-8587(25)00123', year: 2025 },
],
evidenceLevel: 'high',
}),
listQueries: vi.fn().mockResolvedValue({
queries: [{ id: 'q_abc', question: 'GLP-1 efficacy', status: 'completed' }],
}),
})),
}));
describe('OpenEvidence Service', () => {
it('queries clinical evidence with citations', async () => {
const result = await queryEvidence('GLP-1 agonist efficacy for type 2 diabetes');
expect(result.confidence).toBeGreaterThan(0.9);
expect(result.citations).toHaveLength(2);
});
it('extracts citation DOIs from response', async () => {
const citations = await extractCitations('q_abc');
expect(citations[0].doi).toMatch(/^10\.\d+/);
});
});
// tests/integration/openevidence.integration.test.ts
import { describe, it, expect } from 'vitest';
const hasKey = !!process.env.OPENEVIDENCE_API_KEY;
describe.skipIf(!hasKey)('OpenEvidence Live API', () => {
it('queries clinical evidence', async () => {
const res = await fetch('https://api.openevidence.com/v1/query', {
method: 'POST',
headers: {
'Authorization': `Bearer ${process.env.OPENEVIDENCE_API_KEY}`,
'Content-Type': 'application/json',
},
body: JSON.stringify({ question: 'Aspirin dosing for secondary prevention' }),
});
expect(res.status).toBe(200);
const body = await res.json();
expect(body).toHaveProperty('answer');
expect(body).toHaveProperty('citations');
});
});
| CI Issue | Cause | Fix |
|---|---|---|
401 Unauthorized | Invalid API key | Regenerate at openevidence.com account settings |
| Empty citations array | Query too vague for evidence matching | Use specific clinical terms with condition and intervention |
| Low confidence score | Insufficient published evidence | Check evidence level field and handle low confidence gracefully |
| Rate limit (429) | Too many queries in test suite | Add throttling between clinical queries (1 req/sec) |
| Response timeout | Complex query requiring deep search | Increase fetch timeout to 30s for clinical evidence lookups |
See openevidence-deploy-integration.
Project scaffolding, deployment configuration, and CI/CD setup for Google ADK agents.
Set up tracing, logging, and monitoring for deployed ADK agents across Cloud Trace, BigQuery, and third-party platforms.
Enterprise Azure infrastructure architect generating Bicep or Terraform from workload descriptions.
Plan and configure production-ready Azure Kubernetes Service clusters with Day-0 and Day-1 best practices.
Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, or editorial sites that need to feel like declassified blueprints.
Web search, scraping, extraction, crawling, and monitoring via ScrapeGraph AI CLI.
Skill for working with Firebase Hosting (Classic). Use this when you want to deploy static web apps, Single Page Apps (SPAs), or simple microservices. Do NOT use for Firebase App Hosting.
Deploy and manage web apps with Firebase App Hosting. Use this skill when deploying Next.js/Angular apps with backends.
Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
Build SEO-optimized pages at scale using templates, data, and proven playbook patterns.
Design and build isolated, reusable Convex backend components with clear boundaries and app-facing wrappers.
Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. "deploy to vercel", "set up vercel", "add environment variables to vercel".
Opus.ai: Revolutionize Your Web Experience
Build a no-code AI app in minutes.
An IDE for code migration from legacy to modern frameworks through coding agents.
Automate CGI animation in live-action scenes
Branded artistic QR-code concepts
Launch a website in seconds with AI.
Streamline Your Coding Experience with AI Code Helper
Convert any screenshot or design to clean code.