agent-evaluation-reporting

agent-evaluation-reporting is an open-source workflow skill for Claude Code and compatible agents, published by sickn33. Its author describes it as: “Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.”. The project has 45k stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add sickn33/agentic-awesome-skills`.

What agent-evaluation-reporting does

Turn raw agent evaluation runs into a decision-ready report without hiding failures or overstating capability. Keep outcome populations, denominators, latency populations, and experiment conditions explicit so readers can reproduce every headline number.

Installation

Add agent-evaluation-reporting to your agent with:

/plugin marketplace add sickn33/agentic-awesome-skills

Always review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.

What's inside

The SKILL.md for agent-evaluation-reporting is organised into these sections:

• Overview
• When to Use This Skill
• How It Works
• Step 1: Freeze the comparison contract
• Step 2: Build a mutually exclusive outcome ledger
• Step 3: Lock each metric to a denominator
• Step 4: Keep latency and cost populations honest
• Step 5: Quantify uncertainty and comparability
• Step 6: Map evidence to predeclared decision gates
• Example
• Best Practices
• Limitations

When to use it

Reach for agent-evaluation-reporting when you want workflow help from your agent without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.

Strengths

• Clear MIT license — safe to read and adapt
• Ships in sickn33/agentic-awesome-skills, an established project with 45,095 GitHub stars
• Actively maintained (recent commits)

Topics

Frequently asked questions

What does agent-evaluation-reporting do?

Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.

How do I install agent-evaluation-reporting?

Run /plugin marketplace add sickn33/agentic-awesome-skills in your agent, then reload your skills. Review the source at https://github.com/sickn33/agentic-awesome-skills before installing.

Is agent-evaluation-reporting free to use?

Yes. agent-evaluation-reporting is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.

Where does agent-evaluation-reporting come from?

agent-evaluation-reporting ships inside sickn33/agentic-awesome-skills, a repository that contains 66 catalogued skills in total. The repository's 45,095 GitHub stars apply to that whole collection, not to this skill on its own.