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roampal-ai/roampal-core

v0.4.4 Feature

This release adds 5 notable features for engineering teams evaluating rollout.

Published 2mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-memory ai-assistant ai-coding ai-coding-assistant ai-memory ai-tools
+14 more
chromadb claude-code coding-assistant developer-tools llm long-term-memory mcp mcp-server memory model-context-protocol opencode persistent-memory python semantic-search

Summary

AI summary

All independent operations now run concurrently for improved performance.

Full changelog

v0.4.4 — Async Parallelization

Performance release — all independent operations now run concurrently.

Changes

  • Parallel collection searches via asyncio.gather
  • Parallel context injection (3 searches run concurrently)
  • Parallel collection adapter initialization and startup cleanup
  • Parallel per-memory scoring and background KG updates
  • Full memory metadata in KNOWN CONTEXT (wilson:N%, used:Nx, last:outcome)
  • Negative example added to record_response tool description
  • ARCHITECTURE.md updated for ONNX embedding docs and dependency list

Install

pip install --upgrade roampal
View diff on GitHub

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About roampal-ai/roampal-core

Outcome-based persistent memory for AI coding tools. Memories that help get promoted, memories that mislead get demoted. Works with Claude Code and OpenCode via hooks + MCP.

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Related context

Beta — feedback welcome: [email protected]