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Research Assistant Deep

核心功能:多步骤网络调研,跨源交叉验证发现,标注可信度,生成带引用的结构化研究报告。典型场景:需3+来源的多步骤调查、对比分析任务、需引用的报告撰写、深度主题探索。输入为明确研究问题,输出含关键发现、矛盾点、来源列表,不适合简单单查询。

terrycarter1985
terrycarter1985
热度 30.48
最近更新 2026-05-11 17:47:22
分类:知识依赖:联网浏览搜索 / 内部调用大模型应用场景:研究 / 报告撰写 / 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 research-assistant-deep
Metadata
name
research-assistant
description
Deep research and synthesis assistant. Use when you need to investigate a topic across multiple sources, compare findings, produce structured research reports, or do multi-step web research with citation tracking. NOT for simple single-query lookups (use web_search directly).
tags
["research","synthesis","web-search","citation","report"]
metadata
{"openclaw":{"requires":{"tools":["web_search","web_fetch"]}}}

Research Assistant

Structured multi-source research with citation tracking and synthesis.

When to Use

  • Multi-step investigation across 3+ sources
  • Comparative analysis requiring side-by-side findings
  • Reports needing citations and source attribution
  • Topic exploration where depth matters more than speed

Workflow

1. Scope

Clarify the research question. Break broad topics into 2-5 sub-questions. Define the output format upfront (brief, detailed, table, report).

2. Search

Run 2-3 parallel web_search calls with varied query phrasing per sub-question. Use freshness and country filters when recency or region matters.

3. Fetch & Extract

For each promising result, use web_fetch with extractMode: "markdown" and maxChars: 8000. Skip paywalled or low-value pages quickly.

4. Synthesize

Cross-reference findings across sources. Flag contradictions explicitly. Assign confidence levels:

Level Meaning
High 3+ independent sources agree
Medium 2 sources or 1 authoritative source
Low Single unverified source

5. Cite & Deliver

Every factual claim gets a source line: [N] Source Title — URL

Output format:

## [Topic]

### Key Findings
- Finding 1 [1]
- Finding 2 [2,3]

### Contradictions
- Source A says X [1], Source B says Y [2]

### Sources
[1] Title — https://...
[2] Title — https://...

Tips

  • Vary queries: rephrase, use synonyms, add site: filters
  • Go deep on one source before moving on: don't skim 20 pages
  • Track dead ends: note queries that returned nothing to avoid repeating
  • Set maxChars conservatively: 4000-8000 per fetch; increase only if needed
  • Parallelize searches, serialize fetches (respect rate limits)

Advanced Patterns

For multi-phase research, see references/deep-dive.md.

For automated source credibility scoring, see scripts/credibility.py.