--- title: "context-mode vs learn-claude-code" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mksglu-context-mode-vs-shareai-lab-learn-claude-code" tools: ["mksglu-context-mode", "shareai-lab-learn-claude-code"] --- # context-mode vs learn-claude-code *GraphCanon updated Jul 12, 2026* ## Verdict Pick context-mode when context-mode is primarily TypeScript; learn-claude-code is Python; pick learn-claude-code when learn-claude-code is primarily Python; context-mode is TypeScript. [context-mode](https://context-mode.com) reports 19k GitHub stars, 1.3k forks, and 69 open issues, last pushed Jul 11, 2026. [learn-claude-code](https://learn.shareai.run) has 71k stars, 12k forks, and 62 open issues, last pushed Jun 26, 2026. Figures are from public GitHub metadata via [context-mode's repository](https://github.com/mksglu/context-mode) and [learn-claude-code's repository](https://github.com/shareAI-lab/learn-claude-code). | | [context-mode](/tools/mksglu-context-mode.md) | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | | --- | --- | --- | | Tagline | Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks. | Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | | Stars | 18,802 | 70,653 | | Forks | 1,323 | 11,506 | | Open issues | 69 | 62 | | Language | TypeScript | Python | | 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 | Other | MIT License | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [context-mode](/tools/mksglu-context-mode.md) | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 14d | | Open issues (now) | 69 | 62 | | Owner type | User | Organization | | Full report | [trust report](/tools/mksglu-context-mode/trust.md) | [trust report](/tools/shareai-lab-learn-claude-code/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 context-mode if… - context-mode is primarily TypeScript; learn-claude-code is Python. - License: context-mode is Other, learn-claude-code is MIT. - Tags unique to context-mode: antigravity, claude, claude-code-hooks, claude-code-plugins. ### Choose learn-claude-code if… - learn-claude-code is primarily Python; context-mode is TypeScript. - License: learn-claude-code is MIT, context-mode is Other. - Requirements: Min 1 GB RAM. - Tags unique to learn-claude-code: agent-development, ai-agent, educational, llm. - When you prefer leveraging both Bash scripting and Python for developing AI agents. ## When NOT to use context-mode - 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. ## 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. ## Common questions ### What is the difference between context-mode and learn-claude-code? context-mode: Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.. learn-claude-code: Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1. See the comparison table for live GitHub stats and shared categories. ### When should I choose context-mode over learn-claude-code? Choose context-mode over learn-claude-code when context-mode is primarily TypeScript; learn-claude-code is Python; License: context-mode is Other, learn-claude-code is MIT; Tags unique to context-mode: antigravity, claude, claude-code-hooks, claude-code-plugins. ### When should I choose learn-claude-code over context-mode? Choose learn-claude-code over context-mode when learn-claude-code is primarily Python; context-mode is TypeScript; License: learn-claude-code is MIT, context-mode is Other; Requirements: Min 1 GB RAM; Tags unique to learn-claude-code: agent-development, ai-agent, educational, llm; When you prefer leveraging both Bash scripting and Python for developing AI agents. ### When should I avoid context-mode? 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. ### 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. ### Is context-mode or learn-claude-code more popular on GitHub? learn-claude-code has more GitHub stars (70,653 vs 18,802). Stars measure visibility, not whether either tool fits your constraints. ### Are context-mode and learn-claude-code open source? Yes - both are open-source projects on GitHub (context-mode: Other, learn-claude-code: MIT). ### Where can I find alternatives to context-mode or learn-claude-code? GraphCanon lists graph-backed alternatives at [context-mode alternatives](/tools/mksglu-context-mode/alternatives) and [learn-claude-code alternatives](/tools/shareai-lab-learn-claude-code/alternatives) ([context-mode markdown twin](/tools/mksglu-context-mode/alternatives.md), [learn-claude-code markdown twin](/tools/shareai-lab-learn-claude-code/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/mksglu-context-mode-vs-shareai-lab-learn-claude-code.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, context-mode or learn-claude-code? context-mode: Very active. learn-claude-code: 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 context-mode and learn-claude-code? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [context-mode trust report](/tools/mksglu-context-mode/trust); [learn-claude-code trust report](/tools/shareai-lab-learn-claude-code/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mksglu-context-mode`](/api/graphcanon/graph?tool=mksglu-context-mode) - 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/_