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openevidence-ci-integration

Ci Integration for OpenEvidence. Trigger: "openevidence ci integration".

by jeremylongshore(0) 0 installs
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About

Imported from jeremylongshore/tons-of-skills-marketplace (plugins/saas-packs/openevidence-pack/skills/openevidence-ci-integration/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-ci-integration. Copyright stays with the author (MIT).

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.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml
targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-openevidence-1d7686/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-openevidence-1d7686.ocm.jsonjson
{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-openevidence-1d7686",
  "kind": "skill",
  "name": "openevidence-ci-integration",
  "description": "Ci Integration for OpenEvidence. Trigger: \"openevidence ci integration\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "saas",
      "openevidence",
      "healthcare",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Ci Integration for OpenEvidence. Trigger: \"openevidence ci integration\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "plugins/saas-packs/openevidence-pack/skills/openevidence-ci-integration/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/plugins/saas-packs/openevidence-pack/skills/openevidence-ci-integration/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/plugins/saas-packs/openevidence-pack/skills/openevidence-ci-integration/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Grep"
    ],
    "license": "MIT"
  },
  "instructions": "# OpenEvidence CI Integration\n\n## Overview\n\nSet 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.\n\n## GitHub Actions Workflow\n\n```yaml\n# .github/workflows/openevidence-ci.yml\nname: OpenEvidence CI\non:\n  pull_request:\n    paths: ['src/o",
  "cost": {
    "context_tokens": 1081
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-openevidence-1d7686/manifest?version=1.0.0

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