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.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/clawdssen/agentledger-research-assistantResearch 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:
| Factor | Weight | Criteria |
|---|---|---|
| Authority | High | Known publication? Expert author? Official source? |
| Recency | High | Published within relevant timeframe? |
| Specificity | Medium | Concrete data/examples vs. vague claims? |
| Corroboration | Medium | Do other sources confirm this? |
| Bias Check | Low | Obvious commercial or political motivation? |
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-clawdssen-agentledger-research-assistant": {
"enabled": true,
"auto_update": true
}
}
}Tags
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