--- title: "learn-claude-code vs Shuffle" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/shareai-lab-learn-claude-code-vs-shuffle-shuffle" tools: ["shareai-lab-learn-claude-code", "shuffle-shuffle"] --- # learn-claude-code vs Shuffle *GraphCanon updated Jul 15, 2026* ## Verdict Pick learn-claude-code when learn-claude-code is primarily Python; Shuffle is JavaScript; pick Shuffle when shuffle is primarily JavaScript; learn-claude-code is Python. [learn-claude-code](https://learn.shareai.run) reports 71k GitHub stars, 12k forks, and 62 open issues, last pushed Jun 26, 2026. [Shuffle](https://shuffler.io) has 2.4k stars, 416 forks, and 484 open issues, last pushed Jul 14, 2026. Figures are from public GitHub metadata via [learn-claude-code's repository](https://github.com/shareAI-lab/learn-claude-code) and [Shuffle's repository](https://github.com/Shuffle/Shuffle). | | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | [Shuffle](/tools/shuffle-shuffle.md) | | --- | --- | --- | | Tagline | Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | Shuffle: A general purpose security automation platform. Our focus is on collaboration and resource sharing. | | Stars | 70,653 | 2,352 | | Forks | 11,506 | 416 | | Open issues | 62 | 484 | | Language | Python | JavaScript | | Adopt for | Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts. | - | | Persona | - | - | | Runtime | - | - | | License | MIT License | AGPL-3.0 | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | [Shuffle](/tools/shuffle-shuffle.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 14d | 0d | | Open issues (now) | 62 | 484 | | Full report | [trust report](/tools/shareai-lab-learn-claude-code/trust.md) | [trust report](/tools/shuffle-shuffle/trust.md) | ## Decision facts: learn-claude-code - **Requirements:** Min 1 GB RAM - **Adopt for:** Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts. - **License detail:** MIT License ## Choose when ### Choose learn-claude-code if… - learn-claude-code is primarily Python; Shuffle is JavaScript. - License: learn-claude-code is MIT, Shuffle is AGPL-3.0. - Requirements: Min 1 GB RAM. - Tags unique to learn-claude-code: agent-development, ai-agent, claude code, educational. - When you prefer leveraging both Bash scripting and Python for developing AI agents. ### Choose Shuffle if… - Shuffle is primarily JavaScript; learn-claude-code is Python. - License: Shuffle is AGPL-3.0, learn-claude-code is MIT. - Tags unique to Shuffle: automation, cybersecurity, discord, integrations. - Shuffle ships Docker support for self-hosted deployment. ## When NOT to use learn-claude-code - For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. - If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites. ## When NOT to use Shuffle - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between learn-claude-code and Shuffle? learn-claude-code: Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1. Shuffle: Shuffle: A general purpose security automation platform. Our focus is on collaboration and resource sharing.. See the comparison table for live GitHub stats and shared categories. ### When should I choose learn-claude-code over Shuffle? Choose learn-claude-code over Shuffle when learn-claude-code is primarily Python; Shuffle is JavaScript; License: learn-claude-code is MIT, Shuffle is AGPL-3.0; Requirements: Min 1 GB RAM; Tags unique to learn-claude-code: agent-development, ai-agent, claude code, educational; When you prefer leveraging both Bash scripting and Python for developing AI agents. ### When should I choose Shuffle over learn-claude-code? Choose Shuffle over learn-claude-code when Shuffle is primarily JavaScript; learn-claude-code is Python; License: Shuffle is AGPL-3.0, learn-claude-code is MIT; Tags unique to Shuffle: automation, cybersecurity, discord, integrations; Shuffle ships Docker support for self-hosted deployment. ### When should I avoid learn-claude-code? For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites. ### When should I avoid Shuffle? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is learn-claude-code or Shuffle more popular on GitHub? learn-claude-code has more GitHub stars (70,653 vs 2,352). Stars measure visibility, not whether either tool fits your constraints. ### Are learn-claude-code and Shuffle open source? Yes - both are open-source projects on GitHub (learn-claude-code: MIT, Shuffle: AGPL-3.0). ### Where can I find alternatives to learn-claude-code or Shuffle? GraphCanon lists graph-backed alternatives at [learn-claude-code alternatives](/tools/shareai-lab-learn-claude-code/alternatives) and [Shuffle alternatives](/tools/shuffle-shuffle/alternatives) ([learn-claude-code markdown twin](/tools/shareai-lab-learn-claude-code/alternatives.md), [Shuffle markdown twin](/tools/shuffle-shuffle/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/shareai-lab-learn-claude-code-vs-shuffle-shuffle.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, learn-claude-code or Shuffle? learn-claude-code: Active. Shuffle: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for learn-claude-code and Shuffle? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [learn-claude-code trust report](/tools/shareai-lab-learn-claude-code/trust); [Shuffle trust report](/tools/shuffle-shuffle/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=shareai-lab-learn-claude-code`](/api/graphcanon/graph?tool=shareai-lab-learn-claude-code) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_