--- title: "awesome-claude-skills vs DecryptPrompt" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/composiohq-awesome-claude-skills-vs-dsxiangli-decryptprompt" tools: ["composiohq-awesome-claude-skills", "dsxiangli-decryptprompt"] --- # awesome-claude-skills vs DecryptPrompt *GraphCanon updated Aug 19, 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 DecryptPrompt if decryptPrompt is an open-source repository that summarizes prompt and large language model research papers while offering related datasets and models for AI content generation facilitation. [awesome-claude-skills](https://github.com/ComposioHQ/awesome-claude-skills) reports 73k GitHub stars, 8.3k forks, and 1.3k open issues, last pushed Aug 10, 2026. [DecryptPrompt](https://github.com/DSXiangLi/DecryptPrompt) has 3.4k stars, 320 forks, and 1 open issues, last pushed May 6, 2026. Figures are from public GitHub metadata via [awesome-claude-skills's repository](https://github.com/ComposioHQ/awesome-claude-skills) and [DecryptPrompt's repository](https://github.com/DSXiangLi/DecryptPrompt). | | [awesome-claude-skills](/tools/composiohq-awesome-claude-skills.md) | [DecryptPrompt](/tools/dsxiangli-decryptprompt.md) | | --- | --- | --- | | Tagline | A curated list of awesome Claude Skills for customizing AI workflows | Summarizes Prompt&LLM Papers, Open-source Data&Models, AIGC Applications | | Stars | 72,787 | 3,427 | | Forks | 8,327 | 320 | | Open issues | 1,292 | 1 | | Language | Python | - | | Adopt for | awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI. | DecryptPrompt is an open-source repository that summarizes prompt and large language model research papers while offering related datasets and models for AI content generation facilitation. | | Persona | - | - | | Runtime | - | - | | License | - | - | | Categories | AI Agents, Developer Tools | Developer Tools, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-claude-skills](/tools/composiohq-awesome-claude-skills.md) | [DecryptPrompt](/tools/dsxiangli-decryptprompt.md) | | --- | --- | --- | | Maintenance | Active (82%) | Steady (60%) | | Days since push | 8d | 83d | | Open issues (now) | 1.3k | 1 | | Stars delta | +4.7k (30d) | Unknown | | Open issues delta | +238 (30d) | Unknown | | Owner type | Organization | User | | Full report | [trust report](/tools/composiohq-awesome-claude-skills/trust.md) | [trust report](/tools/dsxiangli-decryptprompt/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: DecryptPrompt - **Adopt for:** DecryptPrompt is an open-source repository that summarizes prompt and large language model research papers while offering related datasets and models for AI content generation facilitation. ## Choose when ### Choose awesome-claude-skills if… - 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 AI Agents. - When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins. ### Choose DecryptPrompt if… - Tags unique to DecryptPrompt: aigc, chain-of-thought, chatgpt, demonstration. - Also covers Model Training. - When you need detailed summaries of prompt-engineering and LLM-related research, as DecryptPrompt is dedicated to this area. ## 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 DecryptPrompt - Avoid using DecryptPrompt if you require a solution that supports languages other than English effectively, as the repository's descriptions are in Chinese. - If your development needs go beyond summarization and data/model provision into complex coding examples or comprehensive API documentation, DecryptPrompt might not satisfy these requirements. ## Common questions ### What is the difference between awesome-claude-skills and DecryptPrompt? awesome-claude-skills: A curated list of awesome Claude Skills for customizing AI workflows. DecryptPrompt: Summarizes Prompt&LLM Papers, Open-source Data&Models, AIGC Applications. See the comparison table for live GitHub stats and shared categories. ### When should I choose awesome-claude-skills over DecryptPrompt? Choose awesome-claude-skills over DecryptPrompt when 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 AI Agents; When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins. ### When should I choose DecryptPrompt over awesome-claude-skills? Choose DecryptPrompt over awesome-claude-skills when Tags unique to DecryptPrompt: aigc, chain-of-thought, chatgpt, demonstration; Also covers Model Training; When you need detailed summaries of prompt-engineering and LLM-related research, as DecryptPrompt is dedicated to this area. ### 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 DecryptPrompt? Avoid using DecryptPrompt if you require a solution that supports languages other than English effectively, as the repository's descriptions are in Chinese. If your development needs go beyond summarization and data/model provision into complex coding examples or comprehensive API documentation, DecryptPrompt might not satisfy these requirements. ### Is awesome-claude-skills or DecryptPrompt more popular on GitHub? awesome-claude-skills has more GitHub stars (72,787 vs 3,427). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-claude-skills and DecryptPrompt open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to awesome-claude-skills or DecryptPrompt? GraphCanon lists graph-backed alternatives at [awesome-claude-skills alternatives](/tools/composiohq-awesome-claude-skills/alternatives) and [DecryptPrompt alternatives](/tools/dsxiangli-decryptprompt/alternatives) ([awesome-claude-skills markdown twin](/tools/composiohq-awesome-claude-skills/alternatives.md), [DecryptPrompt markdown twin](/tools/dsxiangli-decryptprompt/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-dsxiangli-decryptprompt.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 DecryptPrompt? awesome-claude-skills: Active. DecryptPrompt: Steady. 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 DecryptPrompt? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-claude-skills trust report](/tools/composiohq-awesome-claude-skills/trust); [DecryptPrompt trust report](/tools/dsxiangli-decryptprompt/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/_