agent-eval

Evaluate agent run transcripts against a compliance rubric for process fidelity.

1|Updated Mar 24, 2026
One-click install
npx skills add https://github.com/EdgeApp/edge-dev-agents --skill agent-eval-edgeapp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-eval
Source: https://github.com/EdgeApp/edge-dev-agents/tree/main/.cursor/skills/agent-eval
Command: npx skills add https://github.com/EdgeApp/edge-dev-agents --skill agent-eval-edgeapp

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gh, jq, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of verifying autonomous agent behavior by grading completed runs against a strict compliance rubric, ensuring process adherence and outcome honesty.

Core Features & Use Cases

  • Compliance Auditing: Grades agent runs against a comprehensive rubric (dimensions A1-A32) to identify process deviations.
  • Outcome Verification: Validates agent claims against live GitHub and Asana state to prevent false completion reports.
  • Use Case: Use this tool after an agent completes a complex development task to generate a detailed audit report, ensuring the agent followed the prescribed workflow and that all reported outcomes are truthful.

Quick Start

Run the agent-eval skill to audit the specified agent run by providing its unique Asana GID to the evaluation script.

Frequently Asked Questions about agent-eval

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit autonomous agent performance for process compliance?

To audit autonomous agent performance, you grade completed run transcripts against a standardized compliance rubric to ensure process fidelity and report honesty. This evaluates post-hoc quality assurance by checking orchestrated development workflows.

How do I verify autonomous agent outcomes against live GitHub state?

Agent run verification involves validating agent claims against live GitHub and Asana state to prevent false completion reports. It requires access to the agent's run manifest, transcript logs, and live repository state to perform evidence-based grading.

What do I need to perform evidence-based grading on agent runs?

Evidence-based grading requires the agent's run manifest, transcript logs, and live repository state. You also need command-line dependencies like gh and jq installed to query repository and task data for compliance auditing.

Can I use agent-eval for PR verification and Asana status transitions?

Yes, agent-eval applies to post-hoc quality assurance of orchestrated development workflows, including PR verification, Asana status transitions, and testing report accuracy. You provide the agent run's unique Asana GID to the evaluation script.

What is the best way to audit agent runs for workflow deviations?

The best way to audit agent runs for workflow deviations is grading them against a comprehensive compliance rubric with dimensions A1-A32. This identifies process deviations and generates a detailed audit report ensuring prescribed workflows were followed.

Why does agent compliance auditing require access to transcript logs?

Compliance auditing requires transcript logs because they provide the evidence needed to evaluate process fidelity and outcome honesty. Without run manifests and logs, the system cannot perform evidence-based grading against the compliance rubric.