Encore: the self-improving organic content engine for small businesses. It finds your hits, finds where your audience lives, and shows its work. Built for the MadeThis Self-Improving GTM Agent bounty.
Self-improving Claude Code skills that keep every repo's CLAUDE.md slim without losing information
Autonomous mixture-of-experts code review agent. Orchestrates Claude, Gemini, OpenAI, and Ollama in parallel with agentic tool-use loops and self-improving memory.
최신 HTML/CSS만으로 인터랙티브 UI를 만드는 no-JS visual lab
Self-improving, stack-agnostic agentic starter: AGENTS.md + mise, a curated MCP toolset (Context7/Serena/Playwright/GitHub), and a knowledge/skills/hooks growth loop.
Self-overcoming skill libraries for AI coding agents. COMPASS synthesizes what's missing; SAGE evolves what underperforms — training-free, evidence-driven.
HTML/CSS만으로 만드는 퍼즐형 escape room 실험 저장소
Relevance-gated, self-improving procedural memory for AI agents, as an MCP server. Loads only the lessons relevant to the task, learns from failures, prunes what it never uses. ~99% less context per task.
🧠 Vex self-improving memory and skill system — automated corrections, hot memory, and continuous learning for AI agents.
Self-expanding agentic orchestration for Claude Code. Constitutional guardrails, verified task dispatch, proactive monitoring, self-improvement, and operational memory — turns Claude into a business partner, not just a tool.
A Gemini agent that reads its own observability data via Phoenix MCP to avoid repeating past failures. Built for the Arize hackathon track.
Adversarial co-evolution runtime for autonomous research
Local-first, self-evolving multi-agent council — local LLMs debate, research, and evolve to solve goals behind a Verifier + weighted-consensus gate.
Make any LLM agent smarter every session — file-based memory + reflect / verify / promote loops. No fine-tuning, no GPUs. Bilingual EN/中文.
The Extended Prolog‑First AGI is a fully optimized, self‑improving, production‑grade reasoning platform. It handles caching, parallel execution, advanced tooling, learning, distributed coordination, and robust security—all while providing a modern API.
🧬 Experience-driven continuous evolution skill for AI agents. Adapted from Hermes Agent (Nous Research) for OpenClaw.
Scores how a user would actually experience a product — then roasts it. Built at the AI BEAVERS founder hackathon.
Self-improving AI agents that work 24/7. Next.js 14 + Supabase + Claude.
Cognitive Precision Bridge - AI orchestration with precision-aware routing through RLM, ACE, and DQ scoring
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