debug-ci

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Use when CI/CD pipeline fails. Provides systematic diagnosis for lint, type, test, and build failures across Python, TypeScript, Java, Rust, and n8n SDKs.

open-metadata By open-metadata schedule Updated 2/25/2026

name: debug-ci description: Use when CI/CD pipeline fails. Provides systematic diagnosis for lint, type, test, and build failures across Python, TypeScript, Java, Rust, and n8n SDKs.

Debug CI Failures

Systematically diagnose and fix CI failures across all SDKs.

Usage

/debug-ci [workflow-url]

Diagnosis Process

1. Identify the Failing Job

Check the CI summary to identify which SDK(s) failed:

  • Rust CLI
  • Python SDK
  • TypeScript SDK
  • Java SDK
  • n8n Node

2. Categorize the Failure

Category Symptoms Common Causes
Lint "cargo fmt", "ruff", "eslint", "spotless" errors Code not formatted, style violations
Type "ty", "tsc", "clippy" errors Type mismatches, missing types
Test "pytest", "vitest", "mvn test", "cargo test" failures Logic bugs, missing mocks, flaky tests
Build Compilation errors Syntax errors, missing dependencies
Integration Timeout, 401, 404 errors Credentials, network, API changes

3. Fix by Category

Lint Failures

# Fix all formatting/linting
make format

# Then verify
make lint

Type Failures (Python)

cd python && ty check src tests

Test Failures

# Run specific SDK tests locally
cd <sdk> && <test-command>

# Run with verbose output
pytest -v --tb=long  # Python
npm test -- --reporter=verbose  # TypeScript
mvn test -X  # Java
cargo test -- --nocapture  # Rust

Build Failures

  • Check for syntax errors in recent changes
  • Verify dependencies are installed
  • Check for version mismatches

4. Verify Fix

# Run the same checks CI runs
make lint
make test-all

Common CI Issues

Python

Error Fix
ruff check fails cd python && ruff check --fix src tests
ruff format fails cd python && ruff format src tests
Import errors Check __init__.py exports
pytest collection error Check for syntax errors in test files

TypeScript

Error Fix
ESLint errors cd typescript && npm run lint -- --fix
Type errors Fix type annotations, check models.ts
Module not found npm ci to reinstall deps

Java

Error Fix
Spotless check fails cd java && mvn spotless:apply
Compilation error Check Java 11 compatibility
Test failure Check mocks, Jackson annotations

Rust

Error Fix
cargo fmt fails cd cli && cargo fmt
Clippy warnings Fix the warning or add #[allow(...)] with justification
Test failure Check assertions, mock responses

n8n

Error Fix
ESLint errors cd n8n-nodes-metadata && npm run lint:fix
Build error Rebuild TypeScript SDK first: cd typescript && npm run build

After Fixing

  1. Run make lint && make test-all locally
  2. Commit with descriptive message
  3. Push and verify CI passes
Install via CLI
npx skills add https://github.com/open-metadata/ai-sdk --skill debug-ci
Repository Details
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