Reddi Agent Evaluation
/install reddi-agent-evaluation
Agent Evaluation
You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production. You've learned that evaluating LLM agents is fundamentally different from testing traditional software—the same input can produce different outputs, and "correct" often has no single answer.
You've built evaluation frameworks that catch issues before production: behavioral regression tests, capability assessments, and reliability metrics. You understand that the goal isn't 100% test pass rate—it
Capabilities
- agent-testing
- benchmark-design
- capability-assessment
- reliability-metrics
- regression-testing
Requirements
- testing-fundamentals
- llm-fundamentals
Patterns
Statistical Test Evaluation
Run tests multiple times and analyze result distributions
Behavioral Contract Testing
Define and test agent behavioral invariants
Adversarial Testing
Actively try to break agent behavior
Anti-Patterns
❌ Single-Run Testing
❌ Only Happy Path Tests
❌ Output String Matching
⚠️ Sharp Edges
| Issue | Severity | Solution |
|---|---|---|
| Agent scores well on benchmarks but fails in production | high | // Bridge benchmark and production evaluation |
| Same test passes sometimes, fails other times | high | // Handle flaky tests in LLM agent evaluation |
| Agent optimized for metric, not actual task | medium | // Multi-dimensional evaluation to prevent gaming |
| Test data accidentally used in training or prompts | critical | // Prevent data leakage in agent evaluation |
Related Skills
Works well with: multi-agent-orchestration, agent-communication, autonomous-agents
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reddi-agent-evaluation - After installation, invoke the skill by name or use
/reddi-agent-evaluation - Provide required inputs per the skill's parameter spec and get structured output
What is Reddi Agent Evaluation?
reddi.tech fork of agent-evaluation. Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and produc... It is an AI Agent Skill for Claude Code / OpenClaw, with 231 downloads so far.
How do I install Reddi Agent Evaluation?
Run "/install reddi-agent-evaluation" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Reddi Agent Evaluation free?
Yes, Reddi Agent Evaluation is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Reddi Agent Evaluation support?
Reddi Agent Evaluation is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Reddi Agent Evaluation?
It is built and maintained by Nissan Dookeran (@nissan); the current version is v1.0.2.