report

name	report
description	Generate a technical report from experiment results. Use when user says "生成报告", "write report", "summarize experiments", or wants to see experiment analysis.
argument-hint	["experiment-id or recipe-id"]
allowed-tools	Bash(*), Read, Write, Grep, Glob

Report — Technical Report Generator

Generate report for: $ARGUMENTS

Pipeline

1. Query — Fetch experiment data from result DB
2. Gather — Collect all related ablations, verdicts, and baselines
3. Analyze — Compute:
   • Performance vs baseline (deltas, significance)
   • Ablation impact analysis
   • Cost efficiency (performance per GPU-hour)
   • Failure patterns (if any)
4. Generate — Write structured report:
   • Method description (from recipe source_papers)
   • Experimental setup (model, data, hyperparams)
   • Results table (main experiments + ablations)
   • Analysis and discussion
   • Conclusions and recommended next steps
5. Output — Save as Markdown and optionally LaTeX

Output Formats

• reports/<id>_report.md — Markdown report
• reports/<id>_report.tex — LaTeX report (optional, for paper integration)

Constraints

• Include raw numbers, not just "improved" — show actual metrics
• Always compare with baseline
• Flag any experiments that failed judge review
• Include compute cost analysis