researcher

To research an unknown technology, you compile credible information and documentation from multiple sources to inform implementation decisions. This involves gathering authoritative references, verifying data across perspectives, and producing a structured synthesis with citations and risk analysis.

Evaluating a library for vendor selection requires a structured research workflow that gathers multi-source documentation and performs risk and trade-off analysis. This process identifies maintenance, security, and ecosystem considerations to support architecture planning and technology selection.

Compiling technical documentation with citations requires a scratchpad-based research process to collect and verify sources. The agent synthesizes information from multiple perspectives, presenting structured outputs with dates, references, and risk analysis to support architecture planning.

Technology evaluation requires multi-source verification when researching unknown dependencies to ensure credible implementation decisions. Verifying information across multiple perspectives identifies potential risks and trade-offs, providing a reliable foundation for selecting frameworks and libraries.

Relying on a single source for framework research limits your ability to identify maintenance, security, and ecosystem trade-offs. Multi-source verification and scratchpad-first reasoning are required to compile credible documentation and mitigate risks during technology evaluation.

Yes, you can use a scratchpad to establish a structured research workflow for technology evaluation. The scratchpad collects, verifies, and synthesizes information from multiple sources, generating a structured output with citations, dates, and risk analysis to support implementation tasks.