Optimize CODEMANIFEST with Goga's AI Review Agent

Optimize CODEMANIFEST with Goga's AI Review Agent

The "Optimize CODEMANIFEST with Goga's AI Review Agent" skill systematically verifies a software product's CODEMANIFEST for consistency with its actual implementation. The agent performs a meticulous comparison between the code and the outlined requirements, updates the manifest as needed, and documents any unresolvable discrepancies.

What this skill does

• Loads the Acceptance Scope Report and initializes the necessary context.
• Parses language conventions using the `goga-lang-disp` skill.
• Retrieves the CODEMANIFEST DSL syntax, structural rules, and semantics via `goga-cell` skill.
• Acquires baseline Usages and Annotations through `goga-codemanifest-base` skill.
• Conducts a Pre-flight Check: runs `goga lint` to identify critical errors, ensuring these are addressed before proceeding.
• Performs a thorough review of each Cell in the Acceptance Scope Report, parsing entities, methods, and other key components as defined by the skills.

Who it is for

This skill is ideal for developers and software engineering teams who utilize AI coding agents such as Claude Code, Cursor, or Codex. It is designed to assist those responsible for maintaining fidelity between software documentation and implementation.

Use cases

• Development teams verifying CODEMANIFEST for ongoing software projects to ensure documentation reflects the actual codebase.
• Software engineers maintaining consistency between project documentation and implementation for auditing or acceptance procedures.
• QA analysts reviewing new code contributions to identify discrepancies between proposed implementations and documented requirements.

Technical details

• Employs the `goga-accept-manifest-review` tool for verification processes.
• Utilizes the `goga-cell`, `goga-cookbook`, and `goga-codemanifest-base` skills to handle coding structure and requirements comprehensively.
• Integrates seamlessly with AI coding platforms like Claude Code, Cursor, and Codex to enhance code maintenance and verification practices.

Source & Licence

This package is built on open-source work published by qarium (qarium/goga) and distributed under BSD-3-Clause. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the copyright notice and disclaimer are retained and the original authors are not used to endorse derived work.

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.