Optimize AI with Ship-or-Fix: Smart Governance Skill
Optimize AI with Ship-or-Fix: Smart Governance Skill
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Optimize AI with Ship-or-Fix: Smart Governance Skill
Optimize AI with Ship-or-Fix: Smart Governance Skill
The Ship-or-Fix: Smart Governance Skill provides a structured approach to handling AI development tasks by employing an Oracle-frozen Builder and independent-Judge convergence cycle. This skill is activated through direct operator instruction using Governance Dial G2, ensuring precise task management for specific AI agent skill implementations.
What this skill does
- Operates using an Oracle-frozen Builder and independent-Judge convergence cycle to streamline how AI tasks are completed.
- Activation is explicit and controlled, prompted by setting the Governance Dial to G2 or naming the skill/work unit actively running it.
- Maintains control by avoiding auto-activation for non-critical task classes such as security or payments, ensuring precise management.
Who it is for
This skill is designed for developers and AI teams utilizing AI coding agents like Claude Code, Cursor, or Codex who require controlled activation and governance over AI development processes.
Use cases
- When developing a critical feature requiring precise governance, set Governance Dial G2 to engage this skill and ensure proper handling.
- Useful in scenarios where specific directives and durable records dictate the governance level, facilitating exact task execution.
- Ideal for managing complex, code-critical tasks where operator control over activation settings ensures task requirements are rigorously met.
Technical details
- Use of agent-governance, aiapplication, and ship-or-fix capabilities to manage task operations within AI coding agent environments.
- Activation is strictly manual and direct, depending on operator input for integration via the Governance Dial settings.
Source & Licence
This package is built on open-source work published by Ezra144israel (Ezra144israel/agent-teamwork-kit) 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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