haddock-development/
claude-reflect-system
Continual Learning & Self-improving skills system for Claude Code - learn from corrections, never repeat mistakes
376
vostride/agent-qaHarnesses
Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.
909
greyhaven-ai/
autocontext
greyhaven-ai/autocontextHarnesses
a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task
1.3k
withkynam/vibecode-pro-max-kitHarnesses
Your AI forgets. This remembers. Spec-driven coding harness for vibecoders, product owners, CEOs and real builders — self-improving context memory, 15 agents, 33 skills working with /goal, agent-team, & workflow on autopilot loops with 0 need for human gate. Kills context rot, ships features, not spaghetti. Claude Code & Codex. Any stack
1.1k
kayba-ai/
Kyoko
kayba-ai/KyokoTools
🔨 Kyoko is the all-in-one, fully local tool for debugging and improving your AI agents.
97
Tencent/
SkillHone
Tencent/SkillHoneSkills
Continual agent skill evolution through persistent decision history. Whole-skill optimisation (SKILL.md + scripts + references) with every decision landing as a local Git issue / PR / wiki. Runs on any agentskills.io runtime — Claude Code, Codex, OpenClaw, Hermes.
146
ashutoshsinghpr7/
wikiskill
ashutoshsinghpr7/wikiskillHarnesses
WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.
144