ack-code-review

Process code-review reports to accept findings and apply incremental fixes.

Updated Feb 26, 2026
One-click install
npx skills add https://github.com/Vamdawn/ai-forge --skill ack-code-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ack-code-review
Source: https://github.com/Vamdawn/ai-forge/tree/main/skills/ack-code-review
Command: npx skills add https://github.com/Vamdawn/ai-forge --skill ack-code-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

接收一次 code review 审查报告,逐条判断是否采纳,并对采纳的问题基于当前代码做增量修复。

Core Features & Use Cases

  • 读取审查报告并拆分为逐条问题
  • 判断每条是否采纳并给出技术依据
  • 对采纳的问题执行增量修复并输出结构化整改结果
  • 不采纳的点给出明确理由
  • 适用于接收现有审查报告、审阅 Markdown、findings 文档,或按审查继续改造/整改/修复

Quick Start

Provide a review document path or content to start processing and applying incremental fixes.

Frequently Asked Questions about ack-code-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate applying incremental fixes from a code review report?

To automate incremental fixes, process the code review report by splitting findings into individual items, evaluating each for acceptance, applying fixes to accepted items, and justifying rejected items. This yields a structured remediation result.

What is the best way to decide which code review findings to accept or reject?

Deciding on code review findings involves evaluating each split item for technical validity, accepting applicable changes for incremental fixes, and documenting clear technical justifications for any rejected items to ensure transparent remediation.

How do I process a markdown code review document to implement suggested changes?

Processing a markdown review document requires reading the provided file path or content, splitting it into discrete findings, determining acceptance, executing incremental fixes on the codebase, and outputting a structured remediation result.

Can I continue code refinement after a review by addressing comments automatically?

Yes, you can continue refinement after a review by feeding the review document to a process that addresses comments, implements incremental fixes for accepted findings, and provides justifications for non-accepted items.

What are the limitations of automating code review remediation?

Automated code review remediation requires an existing review document to function and relies on splitting findings accurately. It cannot generate initial findings itself, and its incremental fixes depend on the current codebase state.

Do I need a structured review document to apply incremental code fixes?

Yes, a structured review document is needed to apply incremental fixes. The process reads the report content or path, splits it into individual findings, and uses those items to determine acceptance and execute remediation.