AGENTS

ReviewMaster Automated Review Agent

Turns checklists into executable scripts that auto-review deliverables and emit structured reports.

Core Pain Points

1. Checklist execution depends on humans: Checklists, sample artifacts, and test deliverables in embedded projects are typically verified item by item by personnel — highly repetitive work.
2. High cost of automation script development: Even when the check rules are clear, scripts still need to be manually written, debugged, and maintained, making it hard to quickly cover different projects.
3. Difficult to reuse review conclusions: Review results usually exist as one-off documents, making it hard to distill historical experience.

Solution & Technical Implementation

1. Standard inputs: Accepts checklists, sample artifacts, and test deliverables; parses check items, pass conditions, and sample evidence.
2. Automatic review script generation: Based on the check items and deliverable structure, generates an automated review script that invokes a large language model.
3. Automatic report generation: After script execution, outputs a highly readable review report with check results, issue location, evidence, and recommended actions.

Highlights

• Checklist-driven: Uses existing checklists as constraints, reducing rule omissions.
• Reusable scripts: Review scripts are independent assets that can be invoked again in future projects.
• From one-time review to continuous review: Rules, scripts, and reports form an iterable closed loop.

Business Value

• Reduces manual item-by-item verification and script-development effort, shifting review resources toward high-risk issue judgment.
• Transforms team checklists into executable rules, reducing execution variance across projects and reviewers.
• Scripts and report templates can be reused across projects and divisions, suitable for building a unified quality-gate capability.

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