research-brief

Summarize PAM research signals and backtest results into a Markdown brief.

Updated Feb 27, 2026
One-click install
npx skills add https://github.com/danny0926/NLP-data-for-trading --skill research-brief-danny0926
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-brief
Source: https://github.com/danny0926/NLP-data-for-trading/tree/main/.claude/skills/research-brief
Command: npx skills add https://github.com/danny0926/NLP-data-for-trading --skill research-brief-danny0926

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate structured quantitative research briefs from signals, backtests, and statistical findings stored in the PAM data source, helping executives quickly grasp actionable insights without reading SQL or statistics.

Core Features & Use Cases

  • Structured briefs: Convert raw alpha signals, backtest results, and statistics into a concise, decision-focused report.
  • Audience-tailored: Designed for CEO/CPO/CDO level decision makers who need high-level insights.
  • Use Case: Regular research reviews, new findings summaries, investment committee reports, and product decision support.

Quick Start

Generate a Research Brief from the latest data in the PAM data repository.

Frequently Asked Questions about research-brief

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize quantitative research signals into an executive brief?

To summarize quantitative research signals into an executive brief, this Skill reads alpha signals, backtest results, and statistics from the PAM data source and formats them into a concise, decision-ready Markdown report tailored for executive readers.

Can I generate investment committee reports from backtest results automatically?

Yes, you can generate investment committee reports from backtest results automatically by leveraging the PAM data source, which feeds raw statistics and alpha signals into a structured, high-level summary designed for decision makers.

What is the best way to convert raw alpha signals into decision-ready documents?

The best way to convert raw alpha signals into decision-ready documents is using a summarization tool that extracts quantitative findings from the PAM data repository and structures them into a concise Markdown brief for C-level executives.

Does this approach to quantitative research summarization require SQL knowledge?

No, this approach to quantitative research summarization does not require SQL knowledge, because the Skill reads backtest results and statistics directly from the PAM data source and translates them into an actionable brief without manual querying.

When do I need to generate a decision-ready brief for product decision support?

You need to generate a decision-ready brief for product decision support when presenting new quantitative findings or conducting periodic research reviews, enabling CEO, CPO, and CDO level executives to grasp actionable insights quickly.

Are there limitations when formatting backtest statistics into Markdown for executives?

A key limitation when formatting backtest statistics into Markdown for executives is that the Skill is strictly designed to read data from the PAM data source, meaning it cannot process quantitative findings stored in external databases or unsupported formats.