Explore/framework/awesome-agent-evolution
A

Shiyao-Huang/awesome-agent-evolutionSlowing

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.

frameworkJavaScriptMIT
GitHubCompare
Refreshed 1d ago
OverviewActivity52wAlternativesDocs
Stars176
Forks12
HF Downloads30d
Last commit22d ago
Refreshed1d ago
Project healthSlowingLast commit 22d ago.
Production readinessResearch / EarlyBest for exploration and prototyping.
Risk notesMITVerify license before production use.
AgentHub Score
68 / 100
Composite score from 6 signals. How we score →
Active project
68Score
Growth
80B+
Activity
82B+
Documentation
70C+
Maturity
66C+
Community
80B+
Production
58C
GitHub stars · 0 days observed176 not enough history
snapshots
Repository activity · 0 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-07-27
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
LanguageJavaScript
LicenseMIT
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

68
Score 68/100
Above average

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Recent activity

Latest commit 22d ago22d ago
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