Professional Research Report Generation

Overview

Generate structured, professional-grade financial research reports. Follow the conventions used by securities firms and asset managers, and output complete Markdown reports that can be used directly for investment research reference.

Saving and Delivering a PDF

When the user requests a PDF, send the complete Markdown report to write_file with a .pdf target (prefer artifacts/report.pdf under the active run directory). The tool renders a real, paginated PDF without requiring system Pango/Cairo. Check its returned status, path, and bytes_written; include the returned download_url as a Markdown link labelled with the report's filename. The Web chat downloads it with authentication and IM channels attach the generated PDF. A successful write is evidence that the returned path exists; another path's earlier rejection does not invalidate it. If rendering fails, report that tool error instead of claiming the PDF was created. Do not write HTML or base64 data as the content of a .pdf file.

Report Types and Structure

Type Classification

Type	Length	Core Content	Trigger Scenario
Deep-dive stock report	3000-5000 words	Company analysis + valuation + rating	"Analyze stock XX"
Industry research	2000-4000 words	Industry structure + trend + recommended names	"How is sector XX?"
Strategy report	1500-3000 words	Macro + strategy + allocation recommendation	"What is the market outlook?"
Backtest report	1000-2000 words	Strategy performance + risk + improvement suggestions	After a backtest is completed
Flash comment / note	500-1000 words	Event commentary + impact + action suggestion	"How should we view event XX?"

Standard Structure Template

# [Report Title]

> **Rating**: Buy | **Target Price**: ¥XX | **Current Price**: ¥XX
> **Analyst**: Vibe-Trading | **Date**: 2026-03-28

## Summary