Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that enables your AI agents to continuously learn from real user interactions.
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Aug 20, 2026 - Python
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self-improving-agent
Here are 40 public repositories matching this topic...
A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.
agent learning collaborate knowledge-management autonomous-agents ai-agents rag agent-framework llm agentic agent-skills agent-memory self-improving-ai self-improving-agent openclaw revisable-knowledge openclaw-plugin openclaw-memory
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May 2, 2026 - Go
An end-to-end agent project for GPU kernel implementation, analysis, profiling, and iterative optimization. It helps an agent turn PyTorch logic or an existing kernel into a high-performance GPU kernel through a structured, profile-driven workflow.
agent skills gpu nvidia-gpu gpu-programming amd-gpu agentic-workflow self-improving-agent gpu-kernel autoresearch kernel-generation
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Aug 20, 2026 - Python
Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL visualization. LongMemEval R@5=97.45%. Self-hosted, Ollama-optional
python sqlite mcp developer-tools persistent-memory semantic-search knowledge-management ai-tools anthropic chromadb llm-tools ai-memory model-context-protocol mcp-server claude-code codex-cli self-improving-agent claude-code-mcp claude-code-plugin claude-memory
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May 26, 2026 - Python
Official implementation of Continual Harness (arxiv.org/abs/2605.09998) on ARC-AGI-3
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Jul 3, 2026 - Python
Open-source, self-hosted AI agent that evolves its own code to perform better in your specific use-cases.
open-source autonomous-agents ai-agents ai-agent llms agentic-ai coding-agent self-improving-agent deep-agents workflow-automation-ai self-modifying-ai self-evolving-agent
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Aug 20, 2026 - Python
Browser-native agent · profiles · tools — by aratech | Zero installs, isolated, secured and self-evolving agent.
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May 31, 2026 - TypeScript
The official implementation for paper "AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation"
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Aug 5, 2026 - Python
An autonomous content marketing team. Talk to your agents on Telegram. Always on. Auto-improving.
multi-agent content-marketing autonomous-agents ai-agents claude self-improving-ai self-improving-agent telegram-bot-ai-assistant
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Mar 25, 2026 - HTML
A self-hosted AI agent that thinks, acts, and improves itself – all running privately on your own machine. Browses the web, writes and executes code, manages files, sends emails, monitors URLs, builds websites, and learns from every interaction.
automation ai ai-agents own-your-data ai-assistant ai-tools localagent agentic-workflow agent-skills self-improving-agent persistant-memory
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May 23, 2026 - Python
Learn to build recursive self improvement agents
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Aug 3, 2026 - HTML
An OpenClaw skill that upgrades self-improving agents from reactive error logging to goal-driven capability evolution with curriculum, evaluation, transfer, and promotion.
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Mar 31, 2026 - Python
Open-source search engine that automatically evolves your AI agent's prompts, tools, and harness logic through iterative evaluation — plug in Claude Code, Codex, Hermes, or any CLI agent.
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Jul 3, 2026 - Python
The substrate for governed self-improving agents — immutable content-addressed grains, CAL, Areev Loop governed self-improvement, and the areev run governed runtime. OMS reference implementation.
rust memory mcp adaptive-learning embedded-database self-improvement ai-agents self-improving adaptive-agents llm adaptive-ai agent-memory self-improving-ai self-improving-agent self-improving-systems self-improving-agents
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Aug 20, 2026 - Rust
A self-improving ML agent that compounds capability across projects through knowledge crystallization, reusable skills and shared ML/MLOps infrastructure.
ai-agents mlops ml-experiments agent-skills agent-memory self-improving-agent organizational-learning knowledge-crystallization native-ai
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Aug 18, 2026 - Python
AI Security Research Radar — AI for security and security for AI
ai memory jailbreak red-team ai-agents claude ai-security ai-agent ai-red-team llm-security ai-memory ai-jailbreak agent-memory self-improving-ai llm-injection mcp-security self-improving-agent claude-skills skills-security loop-engineering
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Aug 20, 2026
A self-improving Agent that utilizes AI to generate, validate, and execute MATLAB simulations.
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May 22, 2025 - Python
AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems
ai skills memory ai-agents claude ai-agent ai-memory agent-memory self-improving-ai self-improving-agent claude-skills loop-engineering
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Aug 20, 2026
Deploy the Nous Research Hermes Agent (self-improving AI agent) to any cloud — Terraform modules for Hetzner, Oracle Always Free, GCP, AWS Lightsail, and DigitalOcean. One docker compose, five clouds, MIT licensed.
docker digitalocean devops docker-compose terraform google-cloud self-hosted infrastructure-as-code hetzner oracle-cloud multi-cloud aws-lightsail cloud-agnostic autonomous-agent ai-agent llm openrouter self-improving-agent hermes-agent nous-research
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May 12, 2026 - Python
LIA Labs / Learnkit - "Make your AI agents Learn Improve and Adapt".
learning improve-skills observability agent-skills self-improving-agent procedural-memory agent-skill
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Aug 15, 2026 - Python
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