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OpenClaw · public DeepDive

How does OpenClaw coordinate chat, tools and sessions?

The investigation follows a message from the browser console into the gateway and agent runtime. A shared gateway coordinates identity, session routing and tool access across interfaces. The report maps the user journeys, explains plugin and memory boundaries, and identifies operational questions to review before wider adoption. Read the full DeepDive to inspect the architecture, assessment and supporting implementation details.

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nanobot · public DeepDive

How does nanobot keep a tool-using assistant compact?

This report examines a small assistant framework with a tool-calling loop, workspace memory and a gateway for chat channels. It follows how incoming messages become a session, how context is rebuilt and how older conversations are consolidated. The architecture discussion connects the shared message bus and channel adapters to the goal of keeping platform-specific behavior outside the core agent.

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Start your research with the decision you need to make. Ask the HowWorks Agent to investigate a question across accessible public web sources, then follow the findings back to their evidence. Give it the audience, the time period and the kind of answer that would help: a comparison, an explanation or a focused set of next steps. Choose Code Research for a repository or SEO & GEO for a website investigation. Continue in the same conversation to narrow a question or explore a gap in the findings.

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What can I research here?

Start with a web-based question, such as how a market is developing or how products explain an idea. Use the focused Code Research or SEO & GEO entry when your question needs a repository or website investigation.

Is every request a deep research report?

No. This entry starts with web search. A first look at public sources and a dedicated research report are different tasks; the page does not promise a report artifact for every request.

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Ask for links to the source files or pages behind each key conclusion. Open those sources, check their dates and distinguish what they demonstrate from the agent's interpretation. Ask it to flag inaccessible sources and unresolved questions.

Can it research a closed-source product?

It can investigate accessible public documentation, SDKs, issues and other public evidence. Those sources can support a comparison of documented behavior; they do not reveal a product's private implementation.

How long will the investigation take?

The scope, source access and depth affect the time needed. Start with one decision or workflow, then expand the investigation if the first findings leave important questions unanswered.

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