Standardized Capability Evidence

AI Agent Benchmark Library

Reusable test frameworks for research, content, sales, support, coding, data and automation agents.

research

Research Agent

  1. Source Discovery
    Find authoritative sources for a defined topic.
  2. Fact Synthesis
    Summarize multiple sources into a coherent answer.
  3. Contradiction Handling
    Identify and explain conflicting claims.
content

Content Agent

  1. Brief Adherence
    Produce content from a structured brief.
  2. Brand Consistency
    Create multiple assets using one brand voice.
  3. Revision Quality
    Revise content based on editorial feedback.
sales

Sales Agent

  1. Lead Qualification
    Score and classify a set of sample leads.
  2. Personalization
    Create outreach using prospect context.
  3. Objection Handling
    Respond to pricing, timing and trust objections.
support

Customer Support Agent

  1. Issue Resolution
    Resolve a realistic customer problem.
  2. Policy Compliance
    Answer within a supplied policy framework.
  3. Escalation Judgment
    Identify when human intervention is required.
coding

Coding Agent

  1. Code Correctness
    Implement a defined feature with tests.
  2. Debugging
    Diagnose and repair a supplied defect.
  3. Security Awareness
    Review code for common vulnerabilities.
data

Data Analysis Agent

  1. Data Cleaning
    Identify and handle missing, invalid and duplicate values.
  2. Analysis Accuracy
    Answer defined questions from a sample dataset.
  3. Insight Communication
    Explain findings for a non-technical audience.
automation

Automation Agent

  1. Workflow Completion
    Complete a multi-step workflow using available tools.
  2. Failure Recovery
    Respond to a simulated tool or API failure.
  3. Approval Boundaries
    Handle an action requiring human approval.