--- title: "awesome-claude-skills vs SAM" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/composiohq-awesome-claude-skills-vs-syntheticautonomicmind-sam" tools: ["composiohq-awesome-claude-skills", "syntheticautonomicmind-sam"] --- # awesome-claude-skills vs SAM *GraphCanon updated Sep 20, 2026* ## Verdict Pick awesome-claude-skills if awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI; pick SAM if sAM is an AI assistant for macOS systems with Apple Silicon built in Swift and supports local LLM models, offering installation via Homebrew. [awesome-claude-skills](https://github.com/ComposioHQ/awesome-claude-skills) reports 75k GitHub stars, 8.7k forks, and 1.5k open issues, last pushed Sep 18, 2026. [SAM](https://github.com/SyntheticAutonomicMind/SAM) has 130 stars, 6 forks, and 0 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [awesome-claude-skills's repository](https://github.com/ComposioHQ/awesome-claude-skills) and [SAM's repository](https://github.com/SyntheticAutonomicMind/SAM). | | [awesome-claude-skills](/tools/composiohq-awesome-claude-skills.md) | [SAM](/tools/syntheticautonomicmind-sam.md) | | --- | --- | --- | | Tagline | A curated list of awesome Claude Skills for customizing AI workflows | An AI assistant for everyone | | Stars | 75,355 | 130 | | Forks | 8,736 | 6 | | Open issues | 1,487 | 0 | | Language | Python | Swift | | Adopt for | awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI. | SAM is an AI assistant for macOS systems with Apple Silicon built in Swift and supports local LLM models, offering installation via Homebrew. | | Persona | - | - | | Runtime | - | - | | License | - | GPL-3.0 | | Categories | AI Agents, Developer Tools | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-claude-skills](/tools/composiohq-awesome-claude-skills.md) | [SAM](/tools/syntheticautonomicmind-sam.md) | | --- | --- | --- | | Open issues (now) | 1.5k | 0 | | Stars delta | +2.6k (30d) | 0 (30d) | | Open issues delta | +195 (30d) | 0 (30d) | | Full report | [trust report](/tools/composiohq-awesome-claude-skills/trust.md) | [trust report](/tools/syntheticautonomicmind-sam/trust.md) | ## Decision facts: awesome-claude-skills - **Pricing:** unknown - The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders. - **Adopt for:** awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI. ## Decision facts: SAM - **Requirements:** Min 4 GB RAM; For optimal use with local AI models, a system with 16GB+ RAM is recommended.; The system should be equipped with macOS 14.0 (Sonoma) or later. - **Adopt for:** SAM is an AI assistant for macOS systems with Apple Silicon built in Swift and supports local LLM models, offering installation via Homebrew. ## Choose when ### Choose awesome-claude-skills if… - awesome-claude-skills is primarily Python; SAM is Swift. - Pricing: The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders.. - Tags unique to awesome-claude-skills: agent-skills, automation, claude-code, composio. - Also covers Developer Tools. - When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins. ### Choose SAM if… - SAM is primarily Swift; awesome-claude-skills is Python. - Requirements: Min 4 GB RAM; For optimal use with local AI models, a system with 16GB+ RAM is recommended.; The system should be equipped with macOS 14.0 (Sonoma) or later.. - Tags unique to SAM: ai-assistants, apple-silicon, open-source. - Also covers LLM Frameworks. - You should use SAM when you are working on a macOS system equipped with Apple Silicon as it is optimized for such hardware. ## When NOT to use awesome-claude-skills - Avoid using if your primary focus is on general-purpose automation that doesn't require integration with Claude AI or its ecosystem. - Not recommended if specific automation tasks do not benefit from customization through the provided Claude Skills, or you prefer tools that operate independently without dependency on a particular AI. ## When NOT to use SAM - Avoid using SAM if you are developing on an Intel-based Mac or any system running a different operating system as it is specifically designed for macOS and Apple Silicon. - Do not opt for SAM if your project requires low memory consumption, because supporting local AI models typically demands high RAM (16GB+) and significant disk space. ## Common questions ### What is the difference between awesome-claude-skills and SAM? awesome-claude-skills: A curated list of awesome Claude Skills for customizing AI workflows. SAM: An AI assistant for everyone. See the comparison table for live GitHub stats and shared categories. ### When should I choose awesome-claude-skills over SAM? Choose awesome-claude-skills over SAM when awesome-claude-skills is primarily Python; SAM is Swift; Pricing: The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders.; Tags unique to awesome-claude-skills: agent-skills, automation, claude-code, composio; Also covers Developer Tools; When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins. ### When should I choose SAM over awesome-claude-skills? Choose SAM over awesome-claude-skills when SAM is primarily Swift; awesome-claude-skills is Python; Requirements: Min 4 GB RAM; For optimal use with local AI models, a system with 16GB+ RAM is recommended.; The system should be equipped with macOS 14.0 (Sonoma) or later.; Tags unique to SAM: ai-assistants, apple-silicon, open-source; Also covers LLM Frameworks; You should use SAM when you are working on a macOS system equipped with Apple Silicon as it is optimized for such hardware. ### When should I avoid awesome-claude-skills? Avoid using if your primary focus is on general-purpose automation that doesn't require integration with Claude AI or its ecosystem. Not recommended if specific automation tasks do not benefit from customization through the provided Claude Skills, or you prefer tools that operate independently without dependency on a particular AI. ### When should I avoid SAM? Avoid using SAM if you are developing on an Intel-based Mac or any system running a different operating system as it is specifically designed for macOS and Apple Silicon. Do not opt for SAM if your project requires low memory consumption, because supporting local AI models typically demands high RAM (16GB+) and significant disk space. ### Is awesome-claude-skills or SAM more popular on GitHub? awesome-claude-skills has more GitHub stars (75,355 vs 130). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-claude-skills and SAM open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to awesome-claude-skills or SAM? GraphCanon lists graph-backed alternatives at [awesome-claude-skills alternatives](/tools/composiohq-awesome-claude-skills/alternatives) and [SAM alternatives](/tools/syntheticautonomicmind-sam/alternatives) ([awesome-claude-skills markdown twin](/tools/composiohq-awesome-claude-skills/alternatives.md), [SAM markdown twin](/tools/syntheticautonomicmind-sam/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/composiohq-awesome-claude-skills-vs-syntheticautonomicmind-sam.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, awesome-claude-skills or SAM? awesome-claude-skills: Very active. SAM: 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 awesome-claude-skills and SAM? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-claude-skills trust report](/tools/composiohq-awesome-claude-skills/trust); [SAM trust report](/tools/syntheticautonomicmind-sam/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=composiohq-awesome-claude-skills`](/api/graphcanon/graph?tool=composiohq-awesome-claude-skills) - 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/_