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 4h ago
OverviewActivity52wAlternativesDocs
Stars183
Forks17
HF Downloads30d
Last commit1mo ago
Refreshed4h ago
Project healthSlowingLast commit 1mo ago.
Production readinessResearch / EarlyBest for exploration and prototyping.
Risk notesMITVerify license before production use.
AgentHub Score
63 / 100
Composite score from 6 signals. How we score →
Active project
63Score
Growth
81B+
Activity
68C+
Documentation
70C+
Maturity
68C+
Community
80B+
Production
58C
GitHub stars · 43 days observed183 +4.57% / 30d
snapshots
Repository activity · 43 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-09-08
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

63
Score 63/100
Below average

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Recent activity

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