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Clawie Research Agent

通过 curl、gh、npm 等命令行方式从 DuckDuckGo、GitHub、Hacker News 与 npm 等多源检索信息，交叉分析与归纳后按固定模板生成含执行摘要、关键发现、市场与技术格局、趋势预测、差距机会、建议和来源清单的 Markdown 研究报告，要求 20 个以上来源并逐条标注引用。

mrcalifornian
mrcalifornian
热度 64.73
最近更新 2026-05-11 17:30:52
分类：数据依赖：代码执行 / 第三方 API / 读写文件应用场景：研究 / 报告撰写 / 市场分析 / 摘要总结

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add clawie-research
Metadata
name
research-agent
description
Deep research on any topic with structured report generation. Use when: (1) user asks for research, analysis, or investigation, (2) need competitive analysis, market research, or technology landscape, (3) user wants a comprehensive report on a topic. Outputs structured markdown reports with citations, key findings, and actionable insights.

Research Agent

Conduct deep research and generate structured reports.

Workflow

1. Scope Definition

  • Clarify the research question
  • Identify key aspects to investigate
  • Set boundaries (time, depth, focus areas)

2. Multi-Source Research

Gather data from diverse sources:

# Web search (DuckDuckGo)
curl -s "https://api.duckduckgo.com/?q=QUERY&format=json" | jq '.RelatedTopics[:5]'

# GitHub (repos, stars, activity)
gh search repos "TOPIC" --limit 20 --json name,description,stargazersCount,url

# News/Tech (Hacker News, TechCrunch)
curl -s "https://hacker-news.firebaseio.com/v0/topstories.json" | jq '.[:10]'

# NPM packages
npm search PACKAGE --json 2>/dev/null | jq '.[0:5]'

3. Analysis & Synthesis

  • Cross-reference findings across sources
  • Identify patterns, trends, gaps
  • Extract key statistics and quotes
  • Note contradictions or debates

4. Report Generation

Use the standard report structure from references/report-template.md.

Report Structure

Every research report follows this format:

# [Topic] Research Report

**Date:** YYYY-MM-DD
**Researcher:** Clawie (AI Research Agent)
**Sources:** X sources analyzed

---

## Executive Summary
[2-3 paragraph overview with key findings]

## Key Findings

### Finding 1: [Title]
[Evidence, data, sources]

### Finding 2: [Title]
[Evidence, data, sources]

## Market/Technology Landscape
[Competitors, alternatives, ecosystem]

## Trends & Predictions
[Where things are heading]

## Gaps & Opportunities
[What's missing, underserved areas]

## Recommendations
[Actionable next steps]

## Sources
[Numbered list of all sources with URLs]

## Methodology
[Brief note on research approach]

Quality Standards

  • Minimum sources: 20+ for comprehensive reports
  • Citations: Every claim backed by source
  • Objectivity: Present multiple perspectives
  • Actionability: End with clear recommendations

Quick Commands

# Check trending GitHub repos for a topic
gh search repos "ai agent" --sort stars --limit 30 --json name,description,stargazersCount,url,updatedAt

# Get recent articles from a domain
curl -sL "https://DOMAIN.com/feed" | grep -oP '<title>.*</title>' | head -20

# Check npm package popularity
npm view PACKAGE version time.created time.modified

Tips

  • Start broad, then narrow down
  • Verify claims across multiple sources
  • Prioritize primary sources (official docs, papers) over secondary (blogs, news)
  • Note publication dates for recency
  • Flag uncertain or unverified information