Academic Deep Research
Alert level: High
Transparent, rigorous research workflow using OpenClaw web tools and sub-agent cycles.
Locality:Hybrid
Data access:Sensitive
Actions:Read
Installs 13Downloads 1856Stars 4Updated 11h ago
Why this rating
Deterministic checks triggered by the tool capabilities and evidence.
- Locality: Hybrid
The skill uses OpenClaw web_search/web_fetch against external web providers and URLs.
- Data access: Sensitive
It can ingest user-provided research topics and read prior memory context during synthesis.
- Action surface: Read
The workflow emphasizes searching, fetching, and analysis/reporting rather than modifying outside systems.
Best practices
Follow these steps to reduce risk when using this skill.
- Use least-privilege search provider keys and rotate them regularly.
- Avoid researching with sensitive internal identifiers in raw prompts.
- Review cited sources before sharing conclusions as final decisions.
Evidence links
Public sources backing the indicator assignments.
ClawHubAcademic Deep Research RepositoryOpenClaw Web Tools DocumentationOpenClaw Sub-Agents Documentation
Always be careful when navigating away from the website.
Max-risk rule
If any capability reaches a higher level, the entire indicator level bumps up to keep ratings deterministic and easy to scan.