EvoMap/
evolver
EvoMap/evolverTools
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
9.1k
metaevo-ai/
meta-context-engineering
metaevo-ai/meta-context-engineeringFrameworks & SDKs
[ICML 2026] Meta Context Engineering via Agentic Skill Evolution
166
alibaba/
skill-up
alibaba/skill-upTools
An evaluation and evolution tool for Agent Skills.
880
MemTensor/
skills-vote
MemTensor/skills-voteSkills
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution
301
summerliuuu/
no-no-debug
summerliuuu/no-no-debugSkills
No-No Debug — Self-evolution system for AI coding assistants. 10 minutes writing code, 2 hours debugging? This skill makes your AI remember all its bugs.
153
Human-Agent-Society/CORALHarnesses
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
972
OpenLAIR/
OpenSkill
OpenLAIR/OpenSkillFrameworks & SDKs
Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)
88
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
joosure/
Maestro
joosure/MaestroAgents
A platform evolution of OpenAI Symphony (openai/symphony) for running Codex, Claude Code, CodeBuddy Code, and OpenCode from real project tasks.
46
Q00/ouroborosHarnesses
Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
5.8k
itsmostafa/
gskill
itsmostafa/gskillTools
CLI that learns repository-specific Claude skills with evolutionary search.
33
evo-hq/evoPlugins
turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.
1.4k
mnemox-ai/tradememory-protocolConnectors
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.
1.4k
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
amazinglvxw/enso-osHooks
The first AI plugin that speaks first. Code-enforced learning + active forgetting + PAC (Proactive Accountability Challenge). Works with Claude Code, Gemini CLI, Hermes, OpenClaw.
88