--- title: "Prompt-Engineering-Guide vs Magick" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dair-ai-prompt-engineering-guide-vs-oneirocom-magick" tools: ["dair-ai-prompt-engineering-guide", "oneirocom-magick"] --- # Prompt-Engineering-Guide vs Magick *GraphCanon updated Jul 11, 2026* ## Verdict Pick Prompt-Engineering-Guide when prompt-Engineering-Guide is primarily MDX; Magick is TypeScript; pick Magick when magick is primarily TypeScript; Prompt-Engineering-Guide is MDX. [Prompt-Engineering-Guide](https://www.promptingguide.ai/) reports 76k GitHub stars, 8.4k forks, and 274 open issues, last pushed Mar 11, 2026. [Magick](https://magickml.com) has 841 stars, 138 forks, and 32 open issues, last pushed Jun 24, 2025. Figures are from public GitHub metadata via [Prompt-Engineering-Guide's repository](https://github.com/dair-ai/Prompt-Engineering-Guide) and [Magick's repository](https://github.com/Oneirocom/Magick). | | [Prompt-Engineering-Guide](/tools/dair-ai-prompt-engineering-guide.md) | [Magick](/tools/oneirocom-magick.md) | | --- | --- | --- | | Tagline | Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents | Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us! | | Stars | 76,349 | 841 | | Forks | 8,361 | 138 | | Open issues | 274 | 32 | | Language | MDX | TypeScript | | Adopt for | Decision-critical facts for Prompt-Engineering-Guide | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | AI Agents, LLM Frameworks | AI Agents, LLM Frameworks, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Prompt-Engineering-Guide](/tools/dair-ai-prompt-engineering-guide.md) | [Magick](/tools/oneirocom-magick.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 121d | 381d | | Open issues (now) | 274 | 32 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/dair-ai-prompt-engineering-guide/trust.md) | [trust report](/tools/oneirocom-magick/trust.md) | ## Decision facts: Prompt-Engineering-Guide - **Adopt for:** Decision-critical facts for Prompt-Engineering-Guide ## Choose when ### Choose Prompt-Engineering-Guide if… - Prompt-Engineering-Guide is primarily MDX; Magick is TypeScript. - License: Prompt-Engineering-Guide is MIT, Magick is Other. - Tags unique to Prompt-Engineering-Guide: agents, ai-agents, chatgpt, deep-learning. - When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques. ### Choose Magick if… - Magick is primarily TypeScript; Prompt-Engineering-Guide is MDX. - License: Magick is Other, Prompt-Engineering-Guide is MIT. - Tags unique to Magick: agi, ai, blueprints-visual-scripting, embeddings. - Also covers Vector Databases. ## When NOT to use Prompt-Engineering-Guide - Avoid using if your focus is entirely on deep-learning frameworks without a need for detailed instructions or examples related to prompt crafting. - Not suitable when you require tools that go beyond guiding materials, such as custom prompts or direct software plugins provided by competitors focused more on practical implementation over learning. ## When NOT to use Magick - Last GitHub push was 382 days ago (dormant maintenance, Jun 24, 2025). Validate activity before betting a new project on Magick. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between Prompt-Engineering-Guide and Magick? Prompt-Engineering-Guide: Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. Magick: Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!. See the comparison table for live GitHub stats and shared categories. ### When should I choose Prompt-Engineering-Guide over Magick? Choose Prompt-Engineering-Guide over Magick when Prompt-Engineering-Guide is primarily MDX; Magick is TypeScript; License: Prompt-Engineering-Guide is MIT, Magick is Other; Tags unique to Prompt-Engineering-Guide: agents, ai-agents, chatgpt, deep-learning; When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques. ### When should I choose Magick over Prompt-Engineering-Guide? Choose Magick over Prompt-Engineering-Guide when Magick is primarily TypeScript; Prompt-Engineering-Guide is MDX; License: Magick is Other, Prompt-Engineering-Guide is MIT; Tags unique to Magick: agi, ai, blueprints-visual-scripting, embeddings; Also covers Vector Databases. ### When should I avoid Prompt-Engineering-Guide? Avoid using if your focus is entirely on deep-learning frameworks without a need for detailed instructions or examples related to prompt crafting. Not suitable when you require tools that go beyond guiding materials, such as custom prompts or direct software plugins provided by competitors focused more on practical implementation over learning. ### When should I avoid Magick? Last GitHub push was 382 days ago (dormant maintenance, Jun 24, 2025). Validate activity before betting a new project on Magick. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is Prompt-Engineering-Guide or Magick more popular on GitHub? Prompt-Engineering-Guide has more GitHub stars (76,349 vs 841). Stars measure visibility, not whether either tool fits your constraints. ### Are Prompt-Engineering-Guide and Magick open source? Yes - both are open-source projects on GitHub (Prompt-Engineering-Guide: MIT, Magick: Other). ### Where can I find alternatives to Prompt-Engineering-Guide or Magick? GraphCanon lists graph-backed alternatives at [Prompt-Engineering-Guide alternatives](/tools/dair-ai-prompt-engineering-guide/alternatives) and [Magick alternatives](/tools/oneirocom-magick/alternatives) ([Prompt-Engineering-Guide markdown twin](/tools/dair-ai-prompt-engineering-guide/alternatives.md), [Magick markdown twin](/tools/oneirocom-magick/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/dair-ai-prompt-engineering-guide-vs-oneirocom-magick.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Prompt-Engineering-Guide or Magick? Prompt-Engineering-Guide: Slowing. Magick: Dormant. 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 Prompt-Engineering-Guide and Magick? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Prompt-Engineering-Guide trust report](/tools/dair-ai-prompt-engineering-guide/trust); [Magick trust report](/tools/oneirocom-magick/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dair-ai-prompt-engineering-guide`](/api/graphcanon/graph?tool=dair-ai-prompt-engineering-guide) - 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/_