Explore/framework/agent-apprenticeship
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Forsy-AI/agent-apprenticeshipSlowing

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

frameworkPythonMIT
GitHubCompare
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OverviewActivity52wAlternativesDocs
Stars1.3k
Forks59
HF Downloads30d
Last commit1mo ago
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Project healthSlowingLast commit 1mo ago.
Production readinessExperimentalGrowing but not yet battle-tested at scale.
Risk notesMITVerify license before production use.
AgentHub Score
69 / 100
Composite score from 6 signals. How we score →
Active project
69Score
Growth
96A+
Activity
68C+
Documentation
70C+
Maturity
79B
Community
95A+
Production
58C
GitHub stars · 35 days observed1.3k -0.22% / 30d
snapshots
Repository activity · 35 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-08-31
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
LanguagePython
LicenseMIT
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

69
Score 69/100
Above average

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Recent activity

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