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Build a codebase knowledge graph for instant code navigation and analysis.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "LiLBrain" yet — see the docs or source repo.
Analyze the full call chain in this codebase from the API entry point to the database write. List the involved functions, classes, and file paths, and explain them in call order.
A clear call chain showing key functions, classes, file locations, and execution order.
Create a structured overview of the payment module, including its main classes, core functions, responsibilities, and dependencies on other modules.
A module summary that helps quickly understand structure, responsibilities, and upstream/downstream dependencies.
If I want to refactor UserService, identify all functions, classes, and call chains that reference it directly or indirectly, and point out the potential impact scope.
Dependency and impact analysis to assess refactoring risk and plan changes.
Index repositories into a persistent graph for fast code search and understanding.
Use AI to understand codebases, key files, and project flows quickly.
Give AI agents local-first structured memory with search and timeline tracking.
Lets AI agents search markdown knowledge files and run protocol checks.
Analyze codebases with semantic search, dependency insights, and natural language Q&A.
Index codebases into Neo4j for analysis, dependency mapping, and impact assessment.