Persistent autonomous research workflow like a junior analyst

Persistent Autonomous Research Agent That Never Stops Investigating

A developer got OpenClaw running a persistent research workflow that searches, evaluates sources, follows new leads, and keeps researching without supervision. They describe it as a junior analyst that never stops working.

Continuous Research Loop: Source Discovery, Credibility Evaluation, Lead Following

The research workflow operates autonomously:

• Initial query: Give the agent a research topic or question
• Source discovery: Agent searches the web, finds relevant sources, and evaluates credibility
• Lead following: When a source references other materials, the agent follows those leads
• Continuous operation: The workflow keeps running, building on what it finds without needing new instructions
• Structured output: Results organized into reports with sources cited and confidence levels noted

The "persistent" part is key. This isn't a one-shot research prompt. The agent maintains context across multiple research sessions, building a growing knowledge base on the topic.

Autonomous Research Workflow Running Without Supervision Like a Junior Analyst

Autonomous research agent that runs without supervision. Compared to a junior analyst in terms of output quality, with the advantage of never stopping.

Built by an Anonymous Developer on r/ClaudeCode

Anonymous developer, posted on r/ClaudeCode. "An agent that searches, evaluates sources, follows new leads, and keeps researching without supervision."

An agent that searches, evaluates sources, follows new leads, and keeps researching without supervision, almost like a junior analyst that never stops working.