SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
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Dec 1, 2025 - Python
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self-improving
Here are 19 public repositories matching this topic...
Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning
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Dec 14, 2023 - Python
Detail-Oriented CLIP for Fine-Grained Tasks (ICLR SSI-FM 2025)
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Mar 26, 2025 - Python
[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
imitation-learning meta-learning curriculum-learning learning-to-learn training-tricks self-improving learning-to-optimize
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Dec 30, 2021 - Python
Self-improving LLM system using Generator-Reflector-Curator pattern for online learning from execution feedback
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Nov 9, 2025 - Python
Self-improving python code writer and error checker.
python ai openai gpt self-improvement gpt-3 gpt3 openai-api self-improving gpt-4 python-code-editor gpt4 gpt-35-turbo gpt-3-5-turbo gpt3-turbo gpt4-api
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Nov 27, 2023 - Python
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
machine-learning elixir otp ai functional-programming beam metaprogramming erlang-vm ai-framework declarative-programming self-improving dspy prompt-engineering llm-optimization automated-optimization program-optimization nshkr-ai-agents
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Jul 12, 2025 - Elixir
AutodidactAI is an AI-driven platform that empowers continuous learning and self-improvement. Inspired by the concept of ikigai, AutodidactAI seeks to find purpose in knowledge acquisition and enhance its performance through iterative feedback and adaptation, embodying the principles of self-directed learning and continuous improvement
machine-learning ai prometheus autonomous adaptive-learning continuous-improvement seeder self-learning groot ikigai learning-platform continual-learning self-improving autodidacta chatgpt baby-agi seed-agi
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May 11, 2023 - Python
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
elixir otp ai functional-programming beam erlang-vm ai-framework autonomous-systems declarative-programming self-improving dspy prompt-engineering prompt-optimization llm-optimization program-optimization llm-programming nshkr-ai-agents
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Oct 26, 2025 - Elixir
🧬 Self-Improving Digital Organism - Autonomous GitHub framework with real-time task generation, self-healing capabilities, and adaptive evolution
python devops machine-learning automation ai continuous-integration artificial-intelligence self-healing workflow-automation autonomous-agents adaptive-systems autonomous-system github-actions self-improving digital-organism
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Dec 19, 2025 - TypeScript
Self-improving AI: Transform CLAUDE.md into a learning system. One prompt makes Claude learn from every mistake. Meta-rules + reflection = continuous improvement.
documentation machine-learning ai best-practices developer-tools claude self-improving ai-automation ai-prompts claude-code
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Nov 8, 2025
A biographer
data information-retrieval automation ai agi writer information-extraction web-scraping artificial-neural-networks software-engineering artificial-general-intelligence self-learning fact-checking academia specialization self-referential semi-autonomous web-agent self-improving ai-tools
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Sep 20, 2025
Relicon - Self-improving AI-driven short-form video ad creator system.
docker redis advertisement artificial-intelligence celery feedback-loop fastapi self-improving ai-agent langgraph
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Dec 17, 2025 - Python
#1 self improving AI architecture according to ChatGPT-5.
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Oct 30, 2025 - C#
Grüblergeist: A self-evolving AI assistant that rewrites itself, adapts to you, and occasionally answers in a voice from a life you haven't lived yet.
flask machine-learning natural-language-processing chatbot postgresql openai gpt self-improving llm llm-training self-evolving recursive-philosophy latent-iterations
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Mar 1, 2025 - Python
A modular research framework for agentic context engineering. It captures interaction-derived context deltas, performs semantic retrieval, ranking and curation, and re-injects validated knowledge into LLM workflows, enabling continuous adaptation without model retraining across offline and online loops.
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Oct 21, 2025 - Python
🧠 Revolutionary multi-agent orchestration platform with swarm intelligence, self-improving capabilities, and intuitive GUI management built on Qwen Code
react docker kubernetes typescript grafana prometheus multi-agent self-healing swarm-intelligence self-improving ai-orchestration qwen-code
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Dec 1, 2025 - TypeScript
Self-improving agent system for Claude Code with automatic capability gap detection, Agentic HR, and 80-95% automation
devops machine-learning automation reinforcement-learning telemetry continuous-improvement ai-agents self-improving llm-agents claude-code
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Nov 24, 2025 - Python
Agents of Change: Self-Evolving LLM Agents for Strategic Planning
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May 23, 2025 - Python
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