Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
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Automated API testing with Postman collections via Newman CLI. Use when user requests API testing, collection execution, automated testing, CI/CD integration, or mentions "Postman", "Newman", "API tests", "run collection", or "automated testing".
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Newman is the command-line Collection Runner for Postman. Run and test Postman collections directly from the command line with powerful reporting, environment management, and CI/CD integration.
# Global install (recommended)
npm install -g newman
# Project-specific
npm install --save-dev newman
# Verify
newman --version
# Run collection
newman run collection.json
# With environment
newman run collection.json -e environment.json
# With globals
newman run collection.json -g globals.json
# Combined
newman run collection.json -e env.json -g globals.json -d data.csv
In Postman:
collection.jsonEnvironment:
environment.json# Basic run
newman run collection.json
# With detailed output
newman run collection.json --verbose
# Fail on errors
newman run collection.json --bail
# Custom timeout (30s)
newman run collection.json --timeout-request 30000
CSV format:
username,password
user1,pass1
user2,pass2
Run:
newman run collection.json -d test_data.csv --iteration-count 2
# CLI only (default)
newman run collection.json
# HTML report
newman run collection.json --reporters cli,html --reporter-html-export report.html
# JSON export
newman run collection.json --reporters cli,json --reporter-json-export results.json
# JUnit (for CI)
newman run collection.json --reporters cli,junit --reporter-junit-export junit.xml
# Multiple reporters
newman run collection.json --reporters cli,html,json,junit \
--reporter-html-export ./reports/newman.html \
--reporter-json-export ./reports/newman.json \
--reporter-junit-export ./reports/newman.xml
❌ NEVER hardcode secrets in collections!
Use environment variables:
# Export sensitive vars
export API_KEY="your-secret-key"
export DB_PASSWORD="your-db-pass"
# Newman auto-loads from env
newman run collection.json -e environment.json
# Or pass directly
newman run collection.json --env-var "API_KEY=secret" --env-var "DB_PASSWORD=pass"
In Postman collection tests:
// Use {{API_KEY}} in requests
pm.request.headers.add({key: 'Authorization', value: `Bearer {{API_KEY}}`});
// Access in scripts
const apiKey = pm.environment.get("API_KEY");
Environment file (environment.json):
{
"name": "Production",
"values": [
{"key": "BASE_URL", "value": "https://api.example.com", "enabled": true},
{"key": "API_KEY", "value": "{{$processEnvironment.API_KEY}}", "enabled": true}
]
}
Newman will replace {{$processEnvironment.API_KEY}} with the environment variable.
See references/ci-cd-examples.md for GitHub Actions, GitLab CI, and Jenkins examples.
#!/bin/bash
# scripts/run-api-tests.sh
set -e
echo "Running API tests..."
newman run collections/api-tests.json \
-e environments/staging.json \
--reporters cli,html,junit \
--reporter-html-export ./test-results/newman.html \
--reporter-junit-export ./test-results/newman.xml \
--bail \
--color on
echo "Tests completed. Report: ./test-results/newman.html"
# Run with high iteration count
newman run collection.json \
-n 100 \
--delay-request 100 \
--timeout-request 5000 \
--reporters cli,json \
--reporter-json-export load-test-results.json
# Install parallel runner
npm install -g newman-parallel
# Run collections in parallel
newman-parallel -c collection1.json,collection2.json,collection3.json \
-e environment.json \
--reporters cli,html
Pre-request Script (in Postman):
// Generate dynamic values
pm.environment.set("timestamp", Date.now());
pm.environment.set("nonce", Math.random().toString(36).substring(7));
Test Script (in Postman):
// Status code check
pm.test("Status is 200", function() {
pm.response.to.have.status(200);
});
// Response body validation
pm.test("Response has user ID", function() {
const jsonData = pm.response.json();
pm.expect(jsonData).to.have.property('user_id');
});
// Response time check
pm.test("Response time < 500ms", function() {
pm.expect(pm.response.responseTime).to.be.below(500);
});
// Set variable from response
pm.environment.set("user_token", pm.response.json().token);
# Disable SSL verification (dev only!)
newman run collection.json --insecure
# Custom CA certificate
newman run collection.json --ssl-client-cert-list cert-list.json
# Client certificates
newman run collection.json \
--ssl-client-cert client.pem \
--ssl-client-key key.pem \
--ssl-client-passphrase "secret"
# Continue on errors
newman run collection.json --suppress-exit-code
# Fail fast
newman run collection.json --bail
# Custom error handling in wrapper
#!/bin/bash
newman run collection.json -e env.json
EXIT_CODE=$?
if [ $EXIT_CODE -ne 0 ]; then
echo "Tests failed! Exit code: $EXIT_CODE"
# Send alert, rollback deployment, etc.
exit 1
fi
Collection not found:
newman run /full/path/to/collection.jsonls -la collection.jsonEnvironment variables not loading:
{{$processEnvironment.VAR_NAME}}echo $VAR_NAME--env-var flag as fallbackTimeout errors:
--timeout-request 60000 (60s)SSL errors:
--insecure temporarily--ssl-extra-ca-certsMemory issues (large collections):
NODE_OPTIONS=--max-old-space-size=4096 newman run ...references/ci-cd-examples.mdreferences/advanced-patterns.md还没有评价。欢迎分享你的使用感受。
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Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
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Query historical crypto market data from 0xArchive across Hyperliquid, Lighter.xyz, and HIP-3. Covers orderbooks, trades, candles, funding rates, open interest, liquidations, and data quality. Use when the user asks about crypto market data, orderbooks, trades, funding rates, or historical prices on Hyperliquid, Lighter.xyz, or HIP-3.
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Calculate ROI for AI-as-a-Service (managed AI agents). Estimates cost savings, efficiency gains, and payback period for deploying AI agents across business operations. Use when evaluating whether managed AI agents make financial sense for a company.
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Design, build, deploy, and operate production AI agent systems — single agents, multi-agent teams, and autonomous swarms. Complete methodology from agent architecture through orchestration, memory systems, safety guardrails, and operational excellence.
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Design, build, test, document, and secure production-grade APIs. Covers the full lifecycle from schema design through deployment, monitoring, and versioning. Use when designing new APIs, reviewing existing ones, generating OpenAPI specs, building test suites, or debugging production issues.
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Turn your AI agent into a business automation architect. Design, document, implement, and monitor automated workflows across sales, ops, finance, HR, and support — no n8n or Zapier required.
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