AI Agent Skill: Fresh-Eyes Quality Loop for Code Review
AI Agent Skill: Fresh-Eyes Quality Loop for Code Review
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AI Agent Skill: Fresh-Eyes Quality Loop for Code Review
AI Agent Skill: Fresh-Eyes Quality Loop for Code Review
The Fresh-Eyes Quality Loop for Code Review is an AI agent skill designed to support the iterative code review process. It employs a single-blind, four-role pipeline to ensure thorough, independent checks and balances during software development. This skill aids developers and teams by structuring a quality loop that runs through distinct sessions to address and eliminate critical code issues.
What this skill does
- Facilitates a sequential quality loop with roles: A (Reviewer), B (Fixer), C (Verifier), and D (Reviewer).
- Operates with zero context carry-over between review rounds, ensuring fresh perspectives every time.
- Continues until two consecutive rounds result in no P0/P1 issues.
- Utilizes the Fresh-Eyes Loop SOP, providing guidelines for roles, session protocols, and submission schemas.
- Detects code quality from 12 distinct perspectives as part of a comprehensive review.
- Integrates automated audit processes using 'sofagent-audit' to evaluate code changes.
Who it is for
- Software developers involved in code review processes.
- Development teams seeking to improve code quality and reduce bugs.
- Quality assurance professionals focusing on automation-enhanced reviews.
Use cases
- Ensuring a methodical review process for new codebase contributions.
- Continual testing and verification of code impacts in agile development environments.
- Reducing dependency on subjective expert opinions through structured multistage reviews.
Technical details
- Works with AI coding agents such as Claude Code, Cursor, and Codex.
- Involves running sessions on a node driver configured for executing zero-context loops.
- Permanent indexing is stored in 'FORGE/LEDGER.md' while individual session records are in 'runs/'.
- Includes 'agent-audit' and 'aiapplication' tools as part of the quality assurance mechanism.
Source & Licence
This package is built on open-source work published by KongFangXun (KongFangXun/sofagent) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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