Comparison
learn-claude-code vs Shuffle
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.
Markdown twin · learn-claude-code alternatives · Shuffle alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | learn-claude-code | Shuffle |
|---|---|---|
| Maintenance | Active (14d since push) As of 4d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 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.
Stars
- learn-claude-code
- 71k
- Shuffle
- 2.4k
Forks
- learn-claude-code
- 12k
- Shuffle
- 416
Open issues
- learn-claude-code
- 62
- Shuffle
- 484
Language
- learn-claude-code
- Python
- Shuffle
- JavaScript
Adopt for
- learn-claude-code
- Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts.
- Shuffle
- -
Persona
- learn-claude-code
- -
- Shuffle
- -
Runtime
- learn-claude-code
- -
- Shuffle
- -
License
- learn-claude-code
- MIT License
- Shuffle
- AGPL-3.0
Last pushed
- learn-claude-code
- Jun 26, 2026
- Shuffle
- Jul 14, 2026
Categories
- learn-claude-code
- AI Agents, Developer Tools
- Shuffle
- AI Agents, Developer Tools
Trust and health
Maintenance
- learn-claude-code
- Active (82%)
- Shuffle
- Very active (96%)
Days since push
- learn-claude-code
- 14d
- Shuffle
- 0d
Open issues (now)
- learn-claude-code
- 62
- Shuffle
- 484
Full report
- learn-claude-code
- Trust report
- Shuffle
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (shareAI-lab/learn-claude-code) · observed Jul 11, 2026
- GitHub forks (shareAI-lab/learn-claude-code) · observed Jul 11, 2026
- Last push (shareAI-lab/learn-claude-code) · observed Jun 26, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Shuffle/Shuffle) · observed Jul 15, 2026
- GitHub forks (Shuffle/Shuffle) · observed Jul 15, 2026
- Last push (Shuffle/Shuffle) · observed Jul 14, 2026
- License file (AGPL-3.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: learn-claude-code 71k · Shuffle 2.4k (synced Jul 11, 2026).
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 and Shuffle alternatives (learn-claude-code markdown twin, Shuffle markdown twin), 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 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; Shuffle trust report.