Optimize AI Script Ranking for Claude Code Repositories

Optimize AI Script Ranking for Claude Code Repositories

This skill is designed to maintain and improve the scripts responsible for auto-generating the star-ranked "Awesome Claude Code" README file within a repository. It provides tools to edit and manage important configuration files, adjust classification parameters, and conduct classification audits to ensure accurate script functionality.

What this skill does

• Maintains scripts behind the auto-generated star-ranked README featuring Claude Code skills and agents.
• Assists in editing helpers/fetch.py, helpers/render.py, or helpers/config.json for improved performance and accuracy.
• Enables users to tune scope and category rules to enhance script outputs.
• Facilitates the classification audit of helpers/filtered.json to identify and resolve false positives in scope_filter.
• Classifies every public repository at or above a minimum star threshold, outputting metadata to helpers/repos.json.
• Excludes non-relevant repositories through automated filtering, storing them in helpers/out_of_scope.json.

Who it is for

This skill is intended for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex, who require structured and accurate ranking of relevant repositories.

Use cases

• Enhancing the accuracy and efficiency of a repository's README generation process for AI coding agents.
• Managing and updating classification rules and metadata outputs to maintain relevance in public-facing documents.
• Simplifying the identification and correction of classification errors in repository scope filters.

Technical details

• Operates through script management and optimization in specific files like helpers/fetch.py, helpers/render.py, and helpers/config.json.
• Utilizes a comprehensive, star-bucketed sweep method to ensure exhaustive discovery and classification of public repositories based on star counts.
• Integrates with GitHub for repository scanning and information retrieval, targeting publicly available data only.

Source & Licence

This package is built on open-source work published by cooler333 (cooler333/awesome-claude-code) and distributed under CC0-1.0. The original licence text and copyright notice are included in your download.

Released into the public domain under CC0 1.0; you may use, modify and redistribute it without restriction.

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.