> For the complete documentation index, see [llms.txt](https://docs.byreal.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.byreal.io/campaigns/mantle-x-byreal-turing-test-hackathon/evaluation-criteria.md).

# Evaluation Criteria

You do not need to be a DeFi veteran or Web3 expert. Byreal provides ready-to-use Agent Skills. You just need to bring your ideas.

***

### Two Paths to Win

#### Track A: DeFi Strategy Track

Build advanced onchain trading, liquidity, or risk management strategies using Byreal Agent Skills, Byreal Perps Agent Skills, or RealClaw.

#### Track B: RealClaw Expansion Track

Extend RealClaw beyond DeFi and explore agent-driven applications for real-world use cases.

***

### Core Components

| Component                     | Capabilities                                                                          | Docs                                                                                             |
| ----------------------------- | ------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------ |
| **Byreal Agent Skills**       | Swaps and liquidity operations through Byreal CLMM                                    | [View docs](https://docs.byreal.io/byreal-ai-agent-skills/what-is-byreal-ai-agent)               |
| **Byreal Perps Agent Skills** | Perpetual futures execution through Byreal Perps                                      | [View docs](https://docs.byreal.io/byreal-perps-agent-skills/what-are-byreal-perps-agent-skills) |
| **RealClaw**                  | An OpenClaw-based agent with Byreal Skills, extensible to new workflows and use cases | [View docs](https://docs.byreal.io/realclaw/what-is-realclaw)                                    |

***

### Eligibility

Your project must:

* Functionally integrate or extend at least one of: Byreal Agent Skills, Byreal Perps Agent Skills, or RealClaw
* Deploy on Mantle, Solana, or both
* Submit an open-source repository, a working demo, and a one-sentence product description

{% hint style="warning" %}
Projects that only recreate functionality similar to Byreal or RealClaw without a functional integration do not qualify.
{% endhint %}

***

### Integration Paths

**Solana projects:** Use Byreal Agent Skills, Byreal Perps Agent Skills, or RealClaw for execution and agent workflows.

**Mantle projects:** Extend RealClaw with Mantle-compatible Skills, tools, or workflows.

**Hybrid projects:** Build application components on Mantle while using Byreal Agent Skills or Byreal Perps Agent Skills for execution on Solana.

***

### Evaluation Criteria

#### General Criteria — 70%

| Criterion              | Description                                                       |
| ---------------------- | ----------------------------------------------------------------- |
| Depth of integration   | How meaningfully your project uses Byreal or RealClaw             |
| Agent autonomy         | How much the agent acts independently without manual intervention |
| Technical completeness | Is the implementation functional and well-built?                  |
| Long-term viability    | Does this have real staying power beyond the hackathon?           |

#### Track-Specific Criteria — 30%

**Track A: DeFi Strategy Track**

* Strategy sophistication
* Potential competitive advantage
* Verifiability through backtesting, live execution, or onchain records

**Track B: RealClaw Expansion Track**

* Real-world relevance
* Meaningful use of onchain capabilities
* Clear target users and practical value

***

### Suggested Directions

*These examples are for inspiration only and do not limit what you can build.*

**Track A: DeFi Strategy Track**

* News-driven trading
* Market making and arbitrage
* Delta-neutral or hedging strategies
* Smart money monitoring
* Portfolio rebalancing and risk management

**Track B: RealClaw Expansion Track**

* Personal CFO agent
* Onchain assistant
* Treasury or payment automation
* Health data management
* Personal decision-making assistant

***

### Submission Notes

In your submission, clearly explain:

* Which Byreal or RealClaw capabilities your project uses
* How they are integrated
* What user problem the project solves
* Which actions are executed autonomously by the agent

***

### Get Your RealClaw Invite Code

{% hint style="info" %}
Join the [Byreal official Telegram group](https://t.me/Byreal_global) and mention that you are participating in the Mantle Turing Test Hackathon. An admin will reach out with your RealClaw invite code.
{% endhint %}