implement-review-fix

Automating code review and fixing in CI/CD pipelines is achieved by configuring multiple LLMs to iterate implementation and review cycles until code achieves unconditional approval. You need to configure LLM services and permissions for Claude, Codex, Gemini, Grok, and Mistral to handle respective stages.

Multi-LLM collaboration for code review works by distributing implementation, review, and iteration tasks across Claude, Codex, Gemini, Grok, and Mistral. It automates a structured cycle where models generate code, review it, and handle fixes until quality standards are met.

Yes, running automated code fixing cycles requires API access and configuration permissions for specific LLMs. The workflow mandates using Codex, Claude, Gemini, Grok, and Mistral to manage their respective implementation, review, and iteration stages.

Yes, this automated code review approach is designed for continuous integration workflows. It streamlines the process of identifying, reviewing, and fixing issues in code before deployment by automating the implementation and iteration cycle.

The primary limitation of multi-LLM code review cycles is the strict dependency on configuring five distinct LLM services—Codex, Claude, Gemini, Grok, and Mistral. Without proper permissions and access to all specified models, the structured review and iteration cycle cannot execute.

To start an automated code implementation and review cycle, activate the skill using the command `implement-review-fix "feature_name"`. Ensure all required LLM services and permissions are configured beforehand to manage the implementation, review, and iteration stages.