{"slug":"pramana","title":"pramana","description":"Reference implementation of the semantic layer from \"Knowledge\n  Engineering: The Future of AI-Assisted Software Engineering\" (https://kn\n  owledgeengineering.substack.com/p/knowledge-engineering-the-future).\n  Turns a directory of Markdown files into a queryable knowledge graph\n  with four primitives — get, search, traverse, and list. Domain experts\n  encode business knowledge as interconnected artifacts; AI agents access\n  it through structured retrieval instead of unstructured context dumps.\n  Includes three skills: /pramana:setup for daemon lifecycle,\n  /pramana:query for token-efficient semantic retrieval, and\n  /pramana:author for creating artifacts with auto-elicited author\n  profiles. Supports multi-tenant serving of multiple knowledge bases from\n   a single daemon.","developer":null,"category":null,"reported_installs":null,"active":true,"first_seen_at":"2026-10-03T22:13:33.942Z","last_seen_at":"2026-11-07T00:08:29.147Z","last_changed_at":"2026-10-03T22:13:33.942Z","platform":"claude","sources":["Community"],"works_with":["Claude Code"],"marketplace_url":null,"repository_url":"lambda-brahman/pramana","web_data":{},"github_data":{},"catalog_sources":{"community":[{"name":"pramana","source":{"ref":"main","sha":"5049fc1fc4d2fb85a7bac73921a1c8f65412ee66","url":"lambda-brahman/pramana","path":"plugin","source":"git-subdir"},"homepage":"https://github.com/lambda-brahman/pramana","description":"Reference implementation of the semantic layer from \"Knowledge\n  Engineering: The Future of AI-Assisted Software Engineering\" (https://kn\n  owledgeengineering.substack.com/p/knowledge-engineering-the-future).\n  Turns a directory of Markdown files into a queryable knowledge graph\n  with four primitives — get, search, traverse, and list. Domain experts\n  encode business knowledge as interconnected artifacts; AI agents access\n  it through structured retrieval instead of unstructured context dumps.\n  Includes three skills: /pramana:setup for daemon lifecycle,\n  /pramana:query for token-efficient semantic retrieval, and\n  /pramana:author for creating artifacts with auto-elicited author\n  profiles. Supports multi-tenant serving of multiple knowledge bases from\n   a single daemon."}]},"manifest":{}}