mine.prior-art

What problem does it solve?

Surface external best practices, reference implementations, and common patterns so teams can make informed design decisions without reinventing solutions or missing established tradeoffs.

Core Features & Use Cases

• Web-first prior art research: Run targeted web searches to collect documentation, blog posts, reference implementations, and talks that illustrate how others solve a given problem.
• Local comparison context: Produce a short summary of how the current codebase (if any) approaches the topic to highlight gaps and constraints.
• Synthesis into a brief: Merge web findings and local context into a concise prior-art brief that highlights patterns, anti-patterns, relevance, and recommendations.
• Use Cases: Mid-design architecture questions, technology selection surveys, and pattern discovery before committing to an implementation.

Quick Start

Ask the assistant to "Prior art for approaches to hot/cold memory in LLM agents" to produce a web-research summary and a combined brief.