Tag: context
Load usage-weighted knowledge context summary
This tool retrieves a compact, usage-weighted context summary from the knowledge base. It surfaces the most relevant documentation, optimized for session startup or specific topic primers.
Proactive Context Retrieval for Agent Continuity
This skill proactively retrieves relevant past memories, decisions, and preferences from the mnemo knowledge base. It helps maintain continuity across sessions by surfacing prior context when starting a task or making a significant decision…
Request-scoped logging pattern for backend applications
Implements a centralized, request-scoped logging pattern using middleware wrappers for API routes, server actions, and helper functions. This ensures automatic log enrichment with critical context such as request IDs, user IDs, and specific…
Pipeline Operational Context Loader
This skill loads comprehensive operational context, including architectural rules, model selection guidelines, and critical constraints for complex data pipelines involving OCR, translation, and Lambda workers. It ensures developers are awa…
Persistent Semantic Memory for Context and Knowledge
This system provides persistent, semantic memory storage, allowing agents to retain and retrieve knowledge, architectural decisions, and task context across multiple sessions. It supports structured organization via hierarchies, dedicated T…