openevidence-ci-integration
Ci Integration for OpenEvidence. Trigger: "openevidence ci integration".
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openevidence-pack
Claude Code skill pack for OpenEvidence medical AI (24 skills)
Installation
This skill is included in the openevidence-pack plugin:
/plugin install openevidence-pack@claude-code-plugins-plus
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Instructions
OpenEvidence CI Integration
Overview
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 Actions Workflow
# .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 }}
Mock-Based Unit Tests
// 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+/);
});
});
Integration Tests
// 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');
});
});
Error Handling
| 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 |
Resources
Next Steps
See openevidence-deploy-integration.