Web Research Assistant
Search, summarize, and organize research workflows for Openclaw agents.
A strong research-oriented skill for users who need web search, note synthesis, and recurring research workflows.
Best For
- Users building research assistants
- Content and market research workflows
- Teams that need repeatable web-based research
Not Recommended For
- Offline-only deployments
- Users who do not want to manage API keys
Installation & Environment
Best used in container or remote environments with managed secrets.
Deployment
local, container, remote
Platforms
cross-platform
Shell Commands
Not needed
Network Access
Required
Secrets/API Keys
Required
Env Variables
Required
Automated Audit Results
Good repository health, low dependency risk, no critical secret exposure, and moderate operational risk due to API key usage.
Last audited: 3/28/2026, 1:30:00 AM
Risk Assessment
Requires network access and secrets, but automated scans show strong repository health and no critical findings.
Strong maintenance and low code risk, but requires API keys and network access.