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waza-runner

Run evaluations on Agent Skills to measure their effectiveness. USE FOR: "run skill evals", "evaluate my skill", "test skill quality", "check skill triggers", "skill compliance check", "measure skill performance", "run evals on [skill-name]", "grade skill execution". DO NOT USE FOR: writing skills (use skill-authoring), improving frontmatter (use sensei), or general testing unrelated to skills.

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查看安装方法

包含的文件(2)

  • SKILL.md2.4 KB
  • references/EVAL-SPEC.md3.1 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Skill Eval Runner

Evaluate Agent Skills like you evaluate AI Agents

This skill runs evaluations on other skills to measure their effectiveness using the same patterns that power AI agent evaluations.

When to Use

  • Running quality evaluations on a skill
  • Testing if a skill triggers on correct prompts
  • Measuring skill behavior quality
  • Generating eval reports for CI/CD

Commands

Run Evals

Run evals on <skill-name>

Initialize Eval Suite

Create evals for <skill-name>

Generate Report

Generate eval report for <skill-name>

Workflow

  1. Check for Eval Suite: Look for eval.yaml in the skill directory
  2. Load Tasks: Parse task definitions from tasks/*.yaml
  3. Execute: Run each task through the configured graders
  4. Report: Output results in JSON or Markdown format

Metrics Measured

MetricDescriptionDefault Threshold
Task CompletionDid the skill accomplish the goal?80%
Trigger AccuracyWas skill invoked on correct prompts?90%
Behavior QualityTool calls, efficiency, reasoning70%

Grader Types

  • Code Graders: Deterministic assertions, regex matching
  • LLM Graders: Model-as-judge with configurable rubrics
  • Human Graders: Manual review workflow

Example Usage

Running Evals

# From CLI
waza run ./my-skill/eval.yaml

# Output to file
waza run ./my-skill/eval.yaml -o results.json

Interpreting Results

{
  "summary": {
    "pass_rate": 0.85,
    "composite_score": 0.82
  },
  "metrics": {
    "task_completion": { "score": 0.9, "passed": true },
    "trigger_accuracy": { "score": 0.95, "passed": true }
  }
}

References

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中文简介正在准备中。当前显示原文说明。

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中文简介正在准备中。当前显示原文说明。

microsoft/waza14202026年10月19日 更新

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中文简介正在准备中。当前显示原文说明。

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中文简介正在准备中。当前显示原文说明。

microsoft/waza14202026年10月19日 更新

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microsoft/waza14202026年10月19日 更新

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microsoft/waza14202026年10月19日 更新

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