Supergraph AI Skill: Orchestrate Code Tasks Efficiently

Supergraph AI Skill: Orchestrate Code Tasks Efficiently

The Supergraph AI Skill is a meta-orchestrator designed to streamline code task management by intelligently dispatching tasks to the appropriate AI agent skill. It is particularly useful for automating non-trivial coding activities within the MCP Cart ecosystem, primarily for developers leveraging AI coding agents like Claude Code, Cursor, and Codex.

What this skill does

• Utilizes the `codebase-memory-mcp`, scoped by `CBM_PROJECT`, to gather comprehensive graph evidence.
• Orients the development environment by loading architecture aspects, including `overview`, `layers`, `boundaries`, `clusters`, and `hotspots`.
• Identifies and applies validated `hubs`, `bridges`, and `test-gaps` recipes. If graph evidence is missing, it defaults to alternatives such as Serena or filesystem evidence.
• Uses a dispatch table to select the correct skill based on user intent, ensuring efficient handling of tasks such as analysis, planning, execution, debugging, testing, and verification.
• In complex scenarios involving multiple files or ambiguous project contexts, it conducts an initial analysis before planning.

Who it is for

This skill is developed for software developers and engineering teams who employ AI coding agents to enhance their workflows. It benefits those who are involved in orchestrating complex code tasks and require consistent task management across projects.

Use cases

• Developers initiating a new project phase and needing an in-depth analysis for strategic planning.
• Teams requiring seamless transition from code planning to execution without manual intervention.
• Software professionals aiming to efficiently debug, test, and verify code bases before integration.

Technical details

• Integrates with MCP Cart's AI ecosystem, including tools like Claude Code, Cursor, and Codex.
• Leverages the antigravity-plugin and aiapplication for enhanced functionality.
• Features a priority system based on evidence and user documentation to optimize task assignment.

Source & Licence

This package is built on open-source work published by datit309 (datit309/supergraph) 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.