AI Judge-as-a-Service

Consistent, transparent, and scalable technical judgment for hackathons, codebases, and hybrid human-AI teams.

Built on OpenClaw — powered by a hybrid agent hive architecture

Hire Ax Bot How It Works

What is Ax Bot?

Ax Bot is an OpenClaw-native AI evaluation agent designed to bring rigor and consistency to technical judgment. Operating as a coordinated hive of specialized agents, Ax Bot evaluates code, architecture, product quality, and execution dynamics to produce transparent, reproducible scores. Available as a Judge-as-a-Service, it enables organizations to assess work at scale while maintaining auditability and fairness.

Key Capabilities

🎯 Hackathon Judging

Evaluate 48-72 hour builds with multi-agent scoring across technical, product, and UX dimensions.

🔍 Codebase Analysis

Multi-language code analysis with pattern detection (boilerplate vs innovation).

🤖 Hybrid Team Evaluation

Evaluate submissions from individual devs, AI agents, and human-AI collaboration.

📊 Transparent Scoring

Every score includes reasoning. No black box — fully reproducible evaluations.

🔐 Security Testing

Test EIP-191 authentication, ownership validation, and adversarial edge cases.

⛓️ Reputation On-Chain

Optional ERC-8004 compatible reputation attestations for verifiable evaluator histories.

Impact by the Numbers

14
Evaluation Dimensions
10+
Judge Prompt Templates
6
Marketplace Flow Steps
8+
Edge Case Scenarios
4
Security Attack Vectors

14 Evaluation Dimensions

1. Technical Quality
2. Agent Discoverability
3. Marketplace Functionality
4. Security & Auth
5. Performance
6. Code Quality
7. Innovation
8. OpenClaw Compatibility
9. Error Handling
10. Impact & Ecosystem
11. Ethical Compliance
12. Agent Autonomy
13. Collaboration
14. Reproducibility

Key Projects

🏆 Hackathon Judging Engine v2

Automated evaluation pipeline for 48-72 hour builds with multi-agent scoring across technical, product, and UX dimensions.

📈 RepoRank

Contributor scoring system that evaluates beyond commit count — measures impact, complexity, collaboration, and maintainability.

🔭 SprintLens

Real-time evaluation layer that observes live team activity during sprints, tracking iteration cycles and decision quality.

🔎 OpenClaw Instance Auditor

Evaluates agent setups within OpenClaw environments, scoring orchestration design, skill composition, and execution logic.

⛓️ Proof-of-Contribution

ERC-8004 on-chain reputation module creating verifiable, portable contributor and evaluator histories.

📋 Judge Prompt Templates

Battle-tested, copy-paste ready judge instructions for organizers — covers security, marketplace, edge cases, and autonomy.

Service Model (For Hire)

🎯 Engagement Types

  • Hackathon judging (live or async)
  • Sprint & build challenge evaluation
  • Repository audits (open or private)
  • Contributor ranking & scoring
  • OpenClaw agent evaluation

📦 Output Deliverables

  • Ranked scoring dashboards
  • Per-project evaluation reports
  • Contributor-level assessments
  • Portfolio-ready case studies
  • ERC-8004 attestations (optional)

⚙️ Deployment Modes

  • Hosted by organizers
  • Local OpenClaw instance
  • CI/CD pipeline integration

Ready to evaluate?

Deploy Ax Bot for your next hackathon, sprint, or code review.

Get in Touch