Azsdk Common Pipeline Fixer

Pipeline Fixer

This skill automatically fixes Azure SDK CI/CD pipeline failures. It analyzes the failure, identifies the root cause, applies code changes, and verifies the fix locally using build, check, and test tools before committing.

Rules

• Requires the azure-sdk-mcp server and a local clone of the SDK language repo.
• Work on the PR branch — the failing code is there, not main.
• Analyze first, then apply the minimal code change for the root cause.
• Verify ONLY via the azsdk MCP package tools (build → check → tests); never raw shell build/test commands.
• Never fix infrastructure failures (timeouts, crashes, throttling) — recommend retry. Iterate up to 3 times, then report.

MCP Tools

| Tool | Purpose |

| ---------------------------------------- | ------------------------------------- |

| azure-sdk-mcp:azsdk_verify_setup | Verify local environment is ready |

| azure-sdk-mcp:azsdk_package_build_code | Build the package locally |

| azure-sdk-mcp:azsdk_package_run_check | Run validation/lint/typecheck locally |

| azure-sdk-mcp:azsdk_package_run_tests | Run tests locally |

Prerequisites: azure-sdk-mcp server required. Local clone of the affected SDK language repo. Language build tools installed.

Steps

• Find analysis - Reuse an existing analysis from the PR comments; if none, view the azsdk-common-pipeline-analysis skill.
• Classify - Fixable (test, type, lint, import, assertion errors) vs retry (infrastructure) vs escalate (breaking API, credentials).
• Locate - Identify the affected package, its path, and the files/lines to change.
• Fix - Read the failing code at the cited lines and apply the minimal fix.
• Verify - Run azsdk_package_build_code → azsdk_package_run_check → azsdk_package_run_tests on the package; all must pass. If the environment isn't ready, run azsdk_verify_setup. Never substitute raw shell build/test commands.
• Iterate & commit - On failure, revise and re-verify (max 3 attempts). Once all pass, commit with a descriptive message.

Examples

• "Fix the pipeline failure for build 6447834"
• "My Python SDK CI is failing with a type error, fix it"
• "Auto-fix the failing tests in my PR"

Troubleshooting

• If the verify tools fail because the environment isn't ready, run azsdk_verify_setup, report its error, and stop — don't fall back to raw shell build/test commands.