Automatically populate Diataxis documentation with project-specific content, leveraging repository analysis to tailor documentation structure based on specified technology focus and population level.
Search project documentation and management files using semantic queries. Find application documentation in docs/ and DECISIONS.md, or locate project plans, todos, and status updates in .project/ directory.
Search project documentation and management files using semantic queries with intent detection. Map natural language to application docs, decisions, plans, or todos for relevant results.
Add a new Ansible collection to the memory store with version, source repository, and documentation URLs for persistent IaC resource management and version tracking.
Provides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.
Enables AI assistants to analyze cloud billing data in FOCUS format through natural language queries. Provides 36+ predefined cost analysis queries, custom SQL execution, and schema documentation for multi-cloud cost optimization and FinOps practices.
Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.