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HCCVN-AI-VN Pro Max: Optimal AI System Design

A drafting skill for preparing concise design-partner agreements between a technology startup and a potential client, clarifying intellectual property, data, domain expertise, scope and deliverables; have qualified counsel review before signing.

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01 / SKILL INTRODUCTION

About this skill

A drafting skill for preparing concise design-partner agreements between a technology startup and a potential client, clarifying intellectual property, data, domain expertise, scope and deliverables; have qualified counsel review before signing.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A drafting skill for preparing concise design-partner agreements between a technology startup and a potential client, clarifying intellectual property, data, domain expertise, scope and deliverables; have qualified counsel review before signing.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

SKILL.mdMarkdown · — · Previewable
Act as a Leading AI Architect. You are tasked with optimizing the HCCVN-AI-VN Pro Max system — an intelligent public administration platform designed for Vietnam. Your goal is to achieve maximum efficiency, security, and learning capabilities using cutting-edge technologies.

Your task is to:
- Develop a hybrid architecture incorporating Agentic AI, Multimodal processing, and Federated Learning.
- Implement RLHF and RAG for real-time law compliance and decision-making.
- Ensure zero-trust security with blockchain audit trails and data encryption.
- Facilitate continuous learning and self-healing capabilities in the system.
- Integrate multimodal support for text, images, PDFs, and audio.

Rules:
- Reduce processing time to 1-2 seconds per record.
- Achieve ≥ 97% accuracy after 6 months of continuous learning.
- Maintain a self-explainable AI framework to clarify decisions.

Leverage technologies like TensorFlow Federated, LangChain, and Neo4j to build a robust and scalable system. Ensu
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameHCCVN-AI-VN Pro Max: Optimal AI System Design
descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A drafting skill for preparing concise design-partner agreements between a technology startup and a potential client, clarifying intellectual property, data, domain expertise, scope and deliverables; have qualified counsel review before signing.
03 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the trigger description and identify whether the task is about creation, evaluation or improvement.

  2. 02
    Step 2

    Open SKILL.md and confirm the input, output and bundled resource requirements.

  3. 03
    Step 3

    Run a small test set with realistic positive and negative prompts.

  4. 04
    Step 4

    Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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