LLMSkillHub

k77040062 / data-janitor-evaleval

Measures whether an agent using the data-janitor skill cleans CSV files safely: profiling first, planning before changing, preserving the original, protecting identifiers, never guessing ambiguous dates, and delivering a complete audit trail.

csvdata-cleaningdata-qualityevaluationaudit-trail
0
manifest.yaml719 B
version: "1.0.0"
metadata:
  name: "DataJanitor Eval - Safe CSV Cleaning"
  id: data-janitor-eval
  description: "Measures whether an agent using the data-janitor skill cleans CSV files safely: profiling first, planning before changing, preserving the original, protecting identifiers, never guessing ambiguous dates, and delivering a complete audit trail."
  author: "Kartik Ranjan Singh"
  license: MIT
  tags: [csv, data-cleaning, data-quality, evaluation, audit-trail]
dataset:
  format: jsonl
  file_path: ./dataset.jsonl
  features:
    input: "input"
    expected_output: "must_contain"
evaluation_type:
  method: llm_as_a_judge
  rubrics_directory: rubrics
  metrics:
    - name: pass_rate
      threshold: 0.8