Self Evolving Python Packages

openviking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

memoryos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

acontext

Agent Skills as a Memory Layer

myco

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

evoagentx

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

skilllite

A lightweight secure Self-evolution engine built in Rust, featuring a built-in native system-level sandbox, zero dependencies, and fully local execution.

hcc-field

**HCC can accompany you for a lifetime**

ai-research-os

A Self-Evolving Research OS for AI Researchers

arise-ai

Your agent works great on the tasks you planned for. ARISE handles the ones you didn't.

helix-agent-sdk

Python SDK for Helix — self-healing infrastructure for AI agent payments

a-evolve

Evolve any agent across any domain using any evolution algorithm — with zero human intervention

forge-review

Review Agents and Policy Gates for Forge — parallel reviewers, cascading heuristics, severity-based blocking.

forge-os-core

Core orchestration engine for Forge — universal agent harness with self-evolution capabilities.

fullsense

Reserved name — FullSense: a local-first, responsible, proactive AI ecosystem. Umbrella brand for llmesh (on-prem LLM hub / spec), llive (self-evolving memory framework) and llove (TUI workbench).

forge-rules

Rules Engine for Forge — context-aware rule packs with conflict resolution and scope intersection detection.

forge-os-memory

Living Collaborative Memory for Forge — hybrid vector + graph + symbolic knowledge base with versioning and provenance.

forge-os-mcp

MCP Meta-Orchestrator for Forge — routes, secures, budgets, and caches tool calls across N upstream MCP servers.

forge-os-observe

Production observability and FinOps for Forge — OpenTelemetry tracing, cost tracking, and real-time metrics.

forge-os-cli

CLI for Forge — wrap any multi-agent flow in one command. Watch it evolve.

vibeship-spark-intelligence

Self-evolving intelligence layer for AI agents

weevolve

The agent that evolves itself. SEED protocol + 8 owls + voice + self-evolution. pip install weevolve

forge-os-adapters

Framework adapters for Forge — drop-in wrappers for LangGraph, CrewAI, AutoGen, and any async callable.

forge-spec

Spec-Driven Development for Forge — structured acceptance criteria, SLSA Level 2 attestation, and spec-gated evolution.

forge-skills

Skills Runtime for Forge — intent-based dispatch, SKILL.md loading, and sub-run execution.