--- title: "Prompt-Engineering-Guide vs OpenSwarm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dair-ai-prompt-engineering-guide-vs-unohee-openswarm" tools: ["dair-ai-prompt-engineering-guide", "unohee-openswarm"] --- # Prompt-Engineering-Guide vs OpenSwarm *GraphCanon updated Jul 12, 2026* ## Verdict Pick Prompt-Engineering-Guide if decision-critical facts for Prompt-Engineering-Guide; pick OpenSwarm if autonomous AI team orchestrator integrating Discord and Linear; vector database for memory enhancement. [Prompt-Engineering-Guide](https://www.promptingguide.ai/) reports 76k GitHub stars, 8.4k forks, and 274 open issues, last pushed Mar 11, 2026. [OpenSwarm](https://github.com/unohee/OpenSwarm) has 817 stars, 141 forks, and 0 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [Prompt-Engineering-Guide's repository](https://github.com/dair-ai/Prompt-Engineering-Guide) and [OpenSwarm's repository](https://github.com/unohee/OpenSwarm). | | [Prompt-Engineering-Guide](/tools/dair-ai-prompt-engineering-guide.md) | [OpenSwarm](/tools/unohee-openswarm.md) | | --- | --- | --- | | Tagline | Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents | Autonomous AI dev team orchestrator powered by Claude Code CLI. | | Stars | 76,349 | 817 | | Forks | 8,361 | 141 | | Open issues | 274 | 0 | | Language | MDX | TypeScript | | Adopt for | Decision-critical facts for Prompt-Engineering-Guide | Autonomous AI team orchestrator integrating Discord and Linear; vector database for memory enhancement. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, LLM Frameworks | AI Agents, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Prompt-Engineering-Guide](/tools/dair-ai-prompt-engineering-guide.md) | [OpenSwarm](/tools/unohee-openswarm.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 121d | 0d | | Open issues (now) | 274 | 0 | | Owner type | Organization | User | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/dair-ai-prompt-engineering-guide/trust.md) | [trust report](/tools/unohee-openswarm/trust.md) | ## Decision facts: Prompt-Engineering-Guide - **Adopt for:** Decision-critical facts for Prompt-Engineering-Guide ## Decision facts: OpenSwarm - **Adopt for:** Autonomous AI team orchestrator integrating Discord and Linear; vector database for memory enhancement. ## Choose when ### Choose Prompt-Engineering-Guide if… - Prompt-Engineering-Guide is primarily MDX; OpenSwarm is TypeScript. - Tags unique to Prompt-Engineering-Guide: llms, deep-learning, agents, generative-ai. - Also covers LLM Frameworks. - When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques. ### Choose OpenSwarm if… - OpenSwarm is primarily TypeScript; Prompt-Engineering-Guide is MDX. - Tags unique to OpenSwarm: multi-agent, linear, autonomous-agents, discord-bot. - Also covers Vector Databases. - OpenSwarm ships Docker support for self-hosted deployment. - OpenSwarm ships an MCP server manifest. - When you need an autonomous tool that leverages Claude Code CLI to organize your development tasks. ## 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 OpenSwarm - Avoid if you are not currently utilizing Discord and Linear within your workflow since the integrations might not provide value without these tools. - Do not use if cognitive memory via vector databases is unnecessary or unpreferred for task management in development teams. ## Common questions ### What is the difference between Prompt-Engineering-Guide and OpenSwarm? Prompt-Engineering-Guide: Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. OpenSwarm: Autonomous AI dev team orchestrator powered by Claude Code CLI.. See the comparison table for live GitHub stats and shared categories. ### When should I choose Prompt-Engineering-Guide over OpenSwarm? Choose Prompt-Engineering-Guide over OpenSwarm when Prompt-Engineering-Guide is primarily MDX; OpenSwarm is TypeScript; Tags unique to Prompt-Engineering-Guide: llms, deep-learning, agents, generative-ai; Also covers LLM Frameworks; When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques. ### When should I choose OpenSwarm over Prompt-Engineering-Guide? Choose OpenSwarm over Prompt-Engineering-Guide when OpenSwarm is primarily TypeScript; Prompt-Engineering-Guide is MDX; Tags unique to OpenSwarm: multi-agent, linear, autonomous-agents, discord-bot; Also covers Vector Databases; OpenSwarm ships Docker support for self-hosted deployment; OpenSwarm ships an MCP server manifest; When you need an autonomous tool that leverages Claude Code CLI to organize your development tasks. ### 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 OpenSwarm? Avoid if you are not currently utilizing Discord and Linear within your workflow since the integrations might not provide value without these tools. Do not use if cognitive memory via vector databases is unnecessary or unpreferred for task management in development teams. ### Is Prompt-Engineering-Guide or OpenSwarm more popular on GitHub? Prompt-Engineering-Guide has more GitHub stars (76,349 vs 817). Stars measure visibility, not whether either tool fits your constraints. ### Are Prompt-Engineering-Guide and OpenSwarm open source? Yes - both are open-source projects on GitHub (Prompt-Engineering-Guide: MIT, OpenSwarm: MIT). ### Where can I find alternatives to Prompt-Engineering-Guide or OpenSwarm? GraphCanon lists graph-backed alternatives at [Prompt-Engineering-Guide alternatives](/tools/dair-ai-prompt-engineering-guide/alternatives) and [OpenSwarm alternatives](/tools/unohee-openswarm/alternatives) ([Prompt-Engineering-Guide markdown twin](/tools/dair-ai-prompt-engineering-guide/alternatives.md), [OpenSwarm markdown twin](/tools/unohee-openswarm/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-unohee-openswarm.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 OpenSwarm? Prompt-Engineering-Guide: Slowing. OpenSwarm: 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 Prompt-Engineering-Guide and OpenSwarm? 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); [OpenSwarm trust report](/tools/unohee-openswarm/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/_