Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human.
npx claudepluginhub v1truv1us/ai-eng-system --plugin ai-eng-learningThis skill uses the workspace's default tool permissions.
Adapted from `addyosmani/agent-skills` (MIT), commit `82ceff41ed4d3c644e3dcca8a0514390b2911223`.
Creates isolated Git worktrees for feature branches with prioritized directory selection, gitignore safety checks, auto project setup for Node/Python/Rust/Go, and baseline verification.
Executes implementation plans in current session by dispatching fresh subagents per independent task, with two-stage reviews: spec compliance then code quality.
Dispatches parallel agents to independently tackle 2+ tasks like separate test failures or subsystems without shared state or dependencies.
Adapted from addyosmani/agent-skills (MIT), commit 82ceff41ed4d3c644e3dcca8a0514390b2911223.
Review changes across five axes: correctness, readability, architecture, security, and performance. The standard is not perfection; it is whether the change clearly improves the codebase without introducing avoidable risk.
Before commenting on the code, identify:
Tests reveal intent faster than implementation details.
Inspect each changed file with the five axes in mind. Prefer concrete findings over style preferences.
Use explicit severity so the author knows what blocks merge.
Critical: security issue, broken behavior, or data loss riskOptional: worthwhile but not blockingNit: cosmetic or style-onlyFYI: context onlyCheck what was actually run:
## Findings
- Critical: ...
- Required: ...
- Optional: ...
## Verification
- Tests: ...
- Build: ...
- Manual: ...
| Rationalization | Reality |
|---|---|
| "The tests pass, so it is fine" | Tests are necessary, not sufficient. They do not prove architecture, readability, or security are sound. |
| "AI-generated code is probably okay" | AI code needs more scrutiny, not less. It is often plausible and confidently wrong. |
| "We can clean it up later" | Deferred cleanup usually does not happen. |