deeplethe/utopia

This page introduces an external open-source repository. It is not an HDATF product.

What it does

Utopia is an enterprise knowledge system that puts time awareness and an ontology in its base layer, so knowledge evolves as material arrives. Conflict detection, reasoning and decision making run against that ontology, and it deploys offline.

How it helps ATF

Its time-aware knowledge layer with conflict detection could be worth comparing with how Company Brain connects company material and records with work. It could also be a reference for keeping the memory Harness holds for a task current.

License

Apache-2.0 Permissive, with a patent grant. Commercial use is allowed; keep the notices and state your changes.

More in this category

• tamaratran/fast-jev-compaction
  A Claude Code plugin and npm library that uses Jev scoring to remove or truncate stale tool calls and results instead of summarizing conversation history. Retained content preserves its original wording.
• AgriciDaniel/claude-obsidian
  claude-obsidian is a local-first knowledge system for Claude Code that turns source material into linked, source-cited Obsidian pages in plain Markdown. It answers from evidence already in the vault and tracks each claim's support, contradictions and review state.
• vectorize-io/hindsight
  An agent memory system focused on learning over time rather than only recalling conversations. Its documentation outlines retention, recall, reflection, observations, and memory banks.
• akitaonrails/ai-memory
  ai-memory is a self-hosted memory server shared across coding agents, so a task started in Claude Code can continue in Codex. Memory is kept as a git-backed Markdown wiki, with team sharing and an audit log.
• Asymptote-Labs/agent-beacon
  A memory layer that captures coding-agent sessions across harnesses and turns workflows, corrections, and debugging patterns into reusable knowledge. Reviewed knowledge is available through MCP or Agent Skills.

Only repositories in the ranked Trendshift lists are included, and the lists are used only to find candidates. We do not copy their ranks. Descriptions, licenses and star counts come from each GitHub repository. The notes are our own reading. We have not tested these projects, and a place on a trending list does not prove quality.