This repo is best read as an enterprise-oriented MCP and prompt-governance prototype, not as a generic prompt helper.
universal-refiner/package.jsondefines the active package asgemini-prompt-refinerand describes it as cross-CLI prompt refinement using an MCP server.universal-refiner/tests/contains targeted Vitest coverage for detectors, history, lessons, memory, snippets, predictive refinement, timeline behavior, and server behavior.build_and_install.ps1installs theuniversal-refinerpackage globally asprompt-refiner, showing the intended operator entry point.
- The root
context.mdmakes traceability and post-change verification explicit project mandates. universal-refiner/AGENTS.mdrequires MCP-first workflow for non-trivial repo work and treats prompt activity as durable operational history.- The architecture spec defines prompts as governed artifacts that should be captured, classified, routed, and linked to outcomes.
The strongest implemented proof is the MCP refinement server and its tests. Broader portal, dispatch, and evidence workflows are documented direction in promptimprover-autogen-architecture-spec.md, not all fully realized product surface today.