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Automated code review for pull requests
Testing
Automates pull request code review with multiple AI agents that check PR status, gather CLAUDE.md guidelines, analyze diffs for bugs and rule compliance, and validate each issue to ensure high signal. Designed to reduce false positives while catching significant problems in code changes.
Pytest Mocking Strategy
Testing
Master mocking strategy for pytest: when to use autospec, AsyncMock patterns, and what to avoid mocking. Includes decision matrix and mock factories.
Enterprise Code Quality Orchestrator
Testing
Enterprise code quality orchestrator with TRUST 5 validation, proactive analysis, and automated best practices enforcement.
Rosbag Workflow: Test, Record, and Debug DDS/QoS
Testing
Standard workflow for using rosbag (mcap): loop playback, recording, and troubleshooting DDS/QoS connectivity issues.
QA validation for a pull request
Testing
Boots the local environment, tests acceptance criteria for a PR, and posts a QA report as a PR comment. Standalone QA entry point for the qa-engineer agent.
Verify Implementation
Testing
Reviews an implementation against issue requirements and project standards, runs automated checks, and produces a gated report before acceptance criteria are met.
Parallel Code Agent Reviewer
Testing
Runs parallel external agent reviews (Codex + Gemini) on code changes. Processes results as they arrive, verifies with debate, returns filtered suggestions.
Pytest Mocking Strategy
Testing
Master pytest mocking strategy: when to use autospec vs manual mocks, AsyncMock patterns, mock builders, and what to never mock. Includes type-safe mock creation and a decision matrix.
Artifact Inspection
Testing
Read-oriented inspection for artifact drift, inconsistency, and omissions after execution.
Deep Audit: Quality Guardian
Testing
Full-app quality guardian with two modes: full top-to-bottom audit and proactive watchover. Removes AI smell and produces a living AUDIT.md report.
Angular Spec Auditor
Testing
Audits Angular component spec files against migration guidelines, checking for anti-patterns and compliance.
Deep ECS Audit
Testing
Deep audit of the ECS core: storage backends, queries, world, systems, resources, and concurrency safety with lock ordering and deadlock detection.