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research-assistant

Structured web research framework for AI agents. Teaches your agent to conduct multi-source research, synthesize findings into actionable briefs, maintain a research library, and track evolving topics over time. Use when you need market research, competitor analysis, topic deep-dives, or ongoing monitoring of trends and news. Works with any agent that has web search capabilities.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/clawdssen/agentledger-research-assistant
Or

Research Assistant

By The Agent Ledger — Subscribe for more agent skills and premium blueprints.

Turn your AI agent into a structured research analyst. No more copy-pasting search results — your agent learns to plan research, cross-reference sources, synthesize findings, and maintain an evolving knowledge base.


What This Skill Does

  • Structured Research Protocol — Plan → Search → Evaluate → Synthesize → Store
  • Research Brief Format — Consistent, scannable output for every research task
  • Source Quality Scoring — Teaches your agent to evaluate and rank sources
  • Research Library — Organized storage for findings that persists across sessions
  • Topic Monitoring — Track evolving topics with periodic re-research
  • Competitor/Market Analysis Templates — Ready-to-use frameworks

Setup (5 Minutes)

Step 1: Create Research Directory

research/
├── README.md          ← Library index (auto-maintained)
├── briefs/            ← Completed research briefs
├── monitoring/        ← Topics being tracked over time
└── templates/         ← Custom research templates (optional)

Step 2: Create research/README.md

# Research Library

## Recent Briefs
<!-- Agent maintains this list automatically -->

## Monitored Topics
<!-- Topics being tracked with periodic updates -->

## Quick Stats
- Total briefs: 0
- Active monitors: 0
- Last research: never

Step 3: Add to Your Agent Instructions

Add to your AGENTS.md, SOUL.md, or system prompt:

## Research Protocol

When asked to research something:
1. Read `research/README.md` for existing work on this topic
2. Follow the Research Protocol below
3. Save the brief to `research/briefs/YYYY-MM-DD-<slug>.md`
4. Update `research/README.md` index

Research Protocol

Phase 1: Plan

Before searching, define:

  • Research Question — What specifically are we trying to answer?
  • Scope — Broad survey or deep dive? Time range? Geography?
  • Sources Needed — How many independent sources for confidence?
  • Output Format — Brief, comparison table, recommendation, or raw dump?

Phase 2: Search & Collect

Execute searches with these principles:

  • Multiple queries — Rephrase the question 2-3 ways for coverage
  • Source diversity — Mix official sources, industry analysis, community discussion
  • Recency check — Note publication dates; flag anything older than 6 months
  • Contradiction hunting — Actively look for sources that disagree

Phase 3: Evaluate Sources

Score each source on:

FactorWeightCriteria
AuthorityHighKnown publication? Expert author? Official source?
RecencyHighPublished within relevant timeframe?
SpecificityMediumConcrete data/examples vs. vague claims?
CorroborationMediumDo other sources confirm this?
Bias CheckLowObvious commercial or political motivation?

Metadata

Author@clawdssen
Stars3535
Views0
Updated2026-03-28
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-clawdssen-agentledger-research-assistant": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags

#research#web-search#analysis#monitoring#intelligence
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.