Supergoal AI: Optimize Code with Objective-Driven Dev Router

Supergoal AI: Optimize Code with Objective-Driven Dev Router

Supergoal AI's Objective-Driven Dev Router supports developers by orchestrating code optimization tasks through a systematic, objective-focused approach. This skill helps in executing tasks such as bug fixing, feature addition, app development, and codebase mapping efficiently by ensuring the smallest correct change is implemented and verified against the ground truth.

What this skill does

• Facilitates targeted development tasks like bug fixing, feature addition, and app prototyping by adhering to a clearly defined objective.
• Utilizes a procedural framework, with its `SKILL.md` serving as a router and `reference/` carrying the procedural guidelines.
• Ensures task classification by consulting `.supergoal/rules/RULES.md` in the repository root, following all standing rules, and ensuring safety gates are maintained.
• Engages a builder subagent for precise implementation, prioritizing the real tests and documentation over proxy measures.
• Emphasizes the use of actual tests and documentation through its core principle of ground truth validation.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, or Codex.
• Development teams focused on systematic coding practices and code optimization.

Use cases

• Executing and verifying bug fixes efficiently with accurate, minimalistic changes.
• Adding features or building new applications by following clearly defined objectives.
• Conducting code reviews, prototyping, and quality assurance through a structured, objective-driven framework.
• Teaching or explaining codebase components and mapping existing codebases for better understanding and management.

Technical details

• Compatible with AI coding agents such as Claude Code, Cursor, and Codex.
• Operates using procedural references documented in `SKILL.md` and `reference/` directories.
• Follows set rules outlined in `.supergoal/rules/RULES.md`, honoring them as the top-priority preferences while maintaining safety standards.
• Substitutes in-context equivalents for LIGHT tier inputs instead of vault artifacts, gate scripts, and builder dispatches.

Source & Licence

This package is built on open-source work published by cskwork (cskwork/supergoal-skill) 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.