Plugin

pramana

Reference implementation of the semantic layer from "Knowledge Engineering: The Future of AI-Assisted Software Engineering" (https://kn owledgeengineering.substack.com/p/knowledge-engineering-the-future). Turns a directory of Markdown files into a queryable knowledge graph with four primitives — get, search, traverse, and list. Domain experts encode business knowledge as interconnected artifacts; AI agents access it through structured retrieval instead of unstructured context dumps. Includes three skills: /pramana:setup for daemon lifecycle, /pramana:query for token-efficient semantic retrieval, and /pramana:author for creating artifacts with auto-elicited author profiles. Supports multi-tenant serving of multiple knowledge bases from a single daemon.

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• Repository

Analysed

11 October 2026

Last observed

13 October 2026

What the code does

What does this mean?

These are capabilities our static analysis found in the latest published version. They describe what the code can do, not whether it is malicious: many tools need shell access or the network to do their job. Use them to decide what to check before installing.

Static analysis found none of the capabilities we track, such as shell commands, network requests or file writes, in the latest version.

Having a capability is not wrongdoing; many tools need these to do their job. It tells you what to check before you install.

This is public metadata, not a safety certification or complete assessment. Static analysis cannot establish what a tool does at runtime.