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Part of Run Fair Hiring Evaluations End to End

HR & Recruiting Blueprint

Generate Batch Reports and CSV Export

0June 2026

Summarize all evaluated candidates in a batch with stack rankings and CSV tracking for your hiring pipeline.

What problem does this solve?

Produces batch reports and CSV exports after evaluating multiple candidates so you can track pipeline progress, share results with hiring team, and maintain records. It fact-checks all claims across evaluations and generates both markdown summaries and structured data.

How does it work?

After completing a batch of evaluations (resume plus interview), the framework runs the fact-checker agent to verify factual claims across all evaluations, then launches the batch-reporter agent. The reporter scans all evaluation folders created in the current batch, extracts key data (name, role, resume score, interview score, recommendation), creates a markdown batch summary with stack ranking (strongest to weakest candidates), generates a CSV file for pipeline tracking, and saves both to reports/ folder with YYYY-MM-DD timestamp. Output: BATCH_YYYY-MM-DD.md (summary with emoji status and rankings) and BATCH_YYYY-MM-DD.csv (structured data for spreadsheet import).

Included Skills

No skills in this group

What's required to run this?

Batch reports look for evaluation folders created on the same date. CSV files are not gitignored and safe to generate. They contain only evaluation metadata (names, scores, recommendations), not personal details or sensitive content.

Key Features

Fact Checker Agent

Verifies claims across all evaluations in batch and flags inconsistencies

Batch Reporter Agent

Aggregates candidate data and generates markdown plus CSV summary files

Stack Ranking

Orders candidates by combined resume and interview scores for easy decision-making

CSV Export

Structured data format for importing to spreadsheets or ATS systems

Consistency Checks

Ensures scoring math is correct and emoji status matches calculated scores

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Ishani D.

Account Manager at G2