What problem does it solve?
This Skill eliminates the wasted effort and inconsistent decisions that occur when AI agents duplicate research, miss existing architecture decisions, and lack access to cross-team company context.
Core Features & Use Cases
- Hybrid Knowledge Search: Perform keyword, semantic, or hybrid searches across the shared company knowledge base to find architecture decisions, agent specs, and existing research.
- Knowledge Contribution: Add new findings, research results, and formal Architecture Decision Records (ADRs) to the shared knowledge base for all agents to access.
- Use Case: If an agent is tasked with building a new AI adapter, it can first search the shared KB to see if another agent already researched compatible adapters or made related architecture decisions, avoiding redundant work.
Quick Start
Use the shared-knowledge skill to search the company knowledge base for existing research on AI adapter architecture before starting new integration work.