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.
GitHub repository with 278 stars and 37 forks.
Language: Python
Topics: self-improvement, self-improving-agent, self-improving-ai, self-learning
Trending score 0.88, activity score 0.05, stars gained +7, forks gained +4.
2026-06-05: 278 stars and 37 forks.
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.
GitHub repository with 278 stars and 37 forks.
Trending score: 0.88; stars gained: +7; forks gained: +4.
Language: Python
Topics: self-improvement, self-improving-agent, self-improving-ai, self-learning
GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only verified wins (pairwise-judged), revert the rest. The git history is the improvement log.
GitHub repository with 18 stars and 1 forks.
Trending score: 0.48; stars gained: +2; forks gained: +0.
Language: Python
Topics: ai-agents, developer-tools, evaluation, gan, gemini, generative-ai
Staged self-improvement engine for Hermes-style memory, skill, and fact updates with explicit review and apply/discard gates.
GitHub repository with 48 stars and 3 forks.
Trending score: 0.32; stars gained: +1; forks gained: +0.
Language: Python
Topics: ai-agents, cli, mcp, memory, open-source, python
🪞 An AI existential-psychology counselor asks you 3 meaningful questions every night for 21 days — and remembers, reflecting your own words back to you. Bilingual zh/en. A Hermes Agent skill. 每晚三个问题，一面慢慢显影的镜子。
GitHub repository with 24 stars and 8 forks.
Trending score: 0.04.
Language: Python
Topics: ai-agent, chinese, cron, existentialism, hermes-agent, journaling
The agent that grows with you
GitHub repository with 181,649 stars and 31,166 forks.
Trending score: 5.95; stars gained: +1,867; forks gained: +361.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 13,361 stars and 853 forks.
Trending score: 5.69; stars gained: +2,829; forks gained: +175.
Language: Python
Topics: agent, ai, anthropic, compression, context-engineering, context-window
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GitHub repository with 27,422 stars and 2,253 forks.
Trending score: 5.52; stars gained: +1,079; forks gained: +89.
Language: Python
Topics: academic-pipeline, academic-writing, ai-research, claude, claude-code, literature-review
GitHub repository with 30,002 stars and 4,224 forks.
Trending score: 4.88; stars gained: +688; forks gained: +114.
Language: Python
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
GitHub repository with 4,250 stars and 534 forks.
Trending score: 4.88; stars gained: +476; forks gained: +68.
Language: Python
An opinionated list of Python frameworks, libraries, tools, and resources
GitHub repository with 301,371 stars and 28,044 forks.
Trending score: 4.60; stars gained: +518; forks gained: +24.
Language: Python
Topics: awesome, python, collections, python-frameworks, python-libraries, python-tools
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.
GitHub repository with 278 stars and 37 forks.
Trending score: 0.88; stars gained: +7; forks gained: +4.
Language: Python
Topics: self-improvement, self-improving-agent, self-improving-ai, self-learning
GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only verified wins (pairwise-judged), revert the rest. The git history is the improvement log.
GitHub repository with 18 stars and 1 forks.
Trending score: 0.48; stars gained: +2; forks gained: +0.
Language: Python
Topics: ai-agents, developer-tools, evaluation, gan, gemini, generative-ai
Staged self-improvement engine for Hermes-style memory, skill, and fact updates with explicit review and apply/discard gates.
GitHub repository with 48 stars and 3 forks.
Trending score: 0.32; stars gained: +1; forks gained: +0.
Language: Python
Topics: ai-agents, cli, mcp, memory, open-source, python
🦅 Open-source AI agent runtime in Rust — Self-hostable with persistent memory, self-improving skills, MCP support, built-in cron, multi-platform messaging & production gateway.
GitHub repository with 23 stars and 6 forks.
Trending score: 0.05; stars gained: +0; forks gained: +0.
Language: Rust
Topics: ai-agent, anthropic, cli, discord-bot, llm, mcp
Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.
GitHub repository with 136 stars and 6 forks.
Trending score: 0.05; stars gained: +0; forks gained: +0.
Language: TeX
Topics: agent-evolution, agent-framework, agent-swarm, ai-agent, ai-agents, ai-research
Evidence-based review loop for iterating AI agent skills and subagent role briefs.
GitHub repository with 7 stars and 0 forks.
Trending score: 0.00; stars gained: +0; forks gained: +0.
Topics: agent-framework, agentic-workflow, ai-agents, knowledge-management, llm, prompt-engineering