Searches the emdx knowledge base to leverage existing research, analysis, and prior decisions before starting new tasks.
The Research skill integrates Claude with the emdx knowledge management system, allowing it to retrieve relevant context from past work. By performing full-text, semantic, and tag-based searches, Claude can avoid redundant work, identify documentation gaps, and align current tasks with previous architectural decisions or investigations. This skill is essential for maintaining continuity in long-term projects and ensuring that agent-driven research is consistently accessible and actionable through a unified CLI interface.
Key Features
01Hybrid search including keyword-based and conceptual semantic modes
02Document clustering and topic exploration for high-level project mapping
03Advanced filtering by tags, creation dates, and modification timestamps
04Knowledge gap analysis to identify thin or stale documentation areas
05Automated extraction of key information from search results
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Use Cases
01Investigating prior architectural decisions and 'prior art' before starting a new feature
02Onboarding onto a complex project by exploring existing research and active gameplans
03Identifying documentation gaps to ensure project knowledge remains comprehensive and up-to-date