ado-sync-judge

What This Skill Does

The ado-sync-judge skill acts as an intelligent, policy-driven verification layer for Azure DevOps (ADO) synchronization workflows. In complex environments where work items, status updates, or task lifecycles are mirrored between ADO and other external project management or issue-tracking tools, synchronization errors and state conflicts are common. This skill leverages LLM-based inference to evaluate the logic of sync operations, ensuring that state transitions adhere to predefined business rules. Specifically, it enforces the 'External Tool Wins' paradigm, ensuring that status changes from external systems accurately propagate to ADO without reverting to stale states, and validates that increment counters remain strictly monotonic to prevent data loss or duplicate entries.

Installation

To integrate this verification agent into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/anton-abyzov/sw-ado-sync-judge

Ensure that your OpenClaw instance has appropriate API permissions to read work item histories and sync logs from your Azure DevOps project collection.

Use Cases

• Automated QA for Integrations: Use this skill during CI/CD cycles to audit that bidirectional sync middleware correctly maps custom statuses between Jira and Azure DevOps.
• Conflict Resolution Audits: Automatically trigger the judge when the sync agent reports a conflict to decide which record holds the 'source of truth' based on timestamps and lifecycle priority.
• Lifecycle Compliance: Audit work item transitions to ensure that mandatory fields are populated before an item reaches a 'Completed' or 'Closed' state in the downstream system.
• Data Integrity Reporting: Run bulk audits on historical sync logs to identify and flag instances where status increments were bypassed or overridden improperly.

Example Prompts

1. "Analyze the sync log provided in the clipboard and determine if the status change to 'Resolved' in the external tool was correctly reflected in ADO work item #4502 without violating the increment rule."
2. "Audit the latest 10 sync events between our GitHub Issues and ADO; flag any items where the ADO status reverted to 'New' despite the GitHub ticket being closed."
3. "Verify that the conflict resolution on work item #8892 favored the external tool as requested in our sync policy configuration."

Tips & Limitations

• Contextual Awareness: The skill performs best when provided with both the before-and-after state of the work item and the raw sync log entry.
• Non-Real-Time: While highly effective at auditing, this skill is designed for verification rather than high-frequency real-time synchronization throughput. It should be used as an asynchronous check.
• API Dependency: Ensure the user account connected to OpenClaw has sufficient read permissions on the ADO 'History' and 'Revisions' endpoints for accurate audit trails.