cognitive-construct

Agency and execution. Edit code semantically, invoke LLMs, search the web, and query security services.

Toulmin argumentation engine — symbolic validation of argument structure, inferential integrity, and audience-calibrated delivery.

Subconscious memory layer. Absorbs observations, surfaces associative memories as hypotheses, and builds context across sessions. Commands: remember, consult, surface, forget, stats.

Knowledge retrieval from multiple sources. Search docs, web, and code with intelligent routing, RRF fusion, circuit breakers, and semantic caching.

Persistent codebase intelligence. Learns patterns, conventions, and architecture from your codebase via tree-sitter AST parsing (12 languages) and remembers across sessions. MCP server with 13 tools for semantic search, pattern prediction, file routing, and project blueprints.