LinkLore

LinkLore provides a structured memory system that agents create and manage autonomously, acting as a project memory for coding teams. Key features include: • Agents write and manage their own structured memory • Related records surface automatically as agents work • Nudges agents to check memory when linked files change • Corrections supersede old records, maintaining history • Provides a concise project brief in minimal tokens • Local-first operation, compatible across various agents This system is designed for usability over human readability, ensuring that every entry has a type and status, differentiating settled decisions from stale notes. It offers instant recall, allowing a single call to restore full project context in new sessions, saving significant tokens compared to parsing scattered markdown files. The platform also includes smart linking capabilities that automatically connect new entries to related information, along with checks for duplicates and contradictions. LinkLore addresses the critical issue of documentation going stale by linking lore directly to the code it describes. When the associated code changes, the system detects "drift" and prompts the agent to review the relevant memory, preventing quiet obsolescence. It supports team synchronization through push/pull functionality, enabling shared memory across teammates and projects. Ideal for engineering teams and developers working with various agents, LinkLore streamlines project continuity and knowledge retention. It ensures that critical decisions, pitfalls, and rationale are preserved and accessible, avoiding redundant discussions and accelerating project progress.