Comparison
Prompt-Engineering-Guide vs SuperPrompt
Verdict
Pick Prompt-Engineering-Guide when tags unique to Prompt-Engineering-Guide: agent, agents, ai-agents, chatgpt; pick SuperPrompt when tags unique to SuperPrompt: ai, ml, prompt-engineering, prompts.
Markdown twin · Prompt-Engineering-Guide alternatives · SuperPrompt alternatives
GraphCanon updated today
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Trust & integrity
| Signal | Prompt-Engineering-Guide | SuperPrompt |
|---|---|---|
| Maintenance | Slowing (121d since push) As of 1d · github_public_v1 | Steady (75d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No criticals As of 1d · osv@v1 | No lockfile As of today · none |
Tagline
- Prompt-Engineering-Guide
- Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents
- SuperPrompt
- SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.
Stars
- Prompt-Engineering-Guide
- 76k
- SuperPrompt
- 6.4k
Forks
- Prompt-Engineering-Guide
- 8.4k
- SuperPrompt
- 574
Open issues
- Prompt-Engineering-Guide
- 274
- SuperPrompt
- 12
Language
- Prompt-Engineering-Guide
- MDX
- SuperPrompt
- -
Adopt for
- Prompt-Engineering-Guide
- Decision-critical facts for Prompt-Engineering-Guide
- SuperPrompt
- -
Persona
- Prompt-Engineering-Guide
- -
- SuperPrompt
- -
Runtime
- Prompt-Engineering-Guide
- -
- SuperPrompt
- -
License
- Prompt-Engineering-Guide
- MIT
- SuperPrompt
- -
Last pushed
- Prompt-Engineering-Guide
- Mar 11, 2026
- SuperPrompt
- Apr 26, 2026
Categories
- Prompt-Engineering-Guide
- AI Agents, LLM Frameworks
- SuperPrompt
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- Prompt-Engineering-Guide
- Slowing (36%)
- SuperPrompt
- Steady (60%)
Days since push
- Prompt-Engineering-Guide
- 121d
- SuperPrompt
- 75d
Open issues (now)
- Prompt-Engineering-Guide
- 274
- SuperPrompt
- 12
Owner type
- Prompt-Engineering-Guide
- Organization
- SuperPrompt
- User
Security scan
- Prompt-Engineering-Guide
- No criticals
- SuperPrompt
- No lockfile
Full report
- Prompt-Engineering-Guide
- Trust report
- SuperPrompt
- Trust report
Choose Prompt-Engineering-Guide if…
- Tags unique to Prompt-Engineering-Guide: agent, agents, ai-agents, chatgpt.
- When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques.
- More GitHub stars (76k vs 6.4k) - visibility, not fit.
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.
Choose SuperPrompt if…
- Tags unique to SuperPrompt: ai, ml, prompt-engineering, prompts.
- More recently updated (last pushed Apr 26, 2026).
When NOT to use SuperPrompt
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dair-ai/Prompt-Engineering-Guide) · observed Jul 11, 2026
- GitHub forks (dair-ai/Prompt-Engineering-Guide) · observed Jul 11, 2026
- Last push (dair-ai/Prompt-Engineering-Guide) · observed Mar 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (NeoVertex1/SuperPrompt) · observed Jul 11, 2026
- GitHub forks (NeoVertex1/SuperPrompt) · observed Jul 11, 2026
- Last push (NeoVertex1/SuperPrompt) · observed Apr 26, 2026
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Prompt-Engineering-Guide 76k · SuperPrompt 6.4k (synced Jul 11, 2026).
Common questions
- What is the difference between Prompt-Engineering-Guide and SuperPrompt?
- Prompt-Engineering-Guide: Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. SuperPrompt: SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose Prompt-Engineering-Guide over SuperPrompt?
- Choose Prompt-Engineering-Guide over SuperPrompt when Tags unique to Prompt-Engineering-Guide: agent, agents, ai-agents, chatgpt; When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques; More GitHub stars (76k vs 6.4k) - visibility, not fit.
- When should I choose SuperPrompt over Prompt-Engineering-Guide?
- Choose SuperPrompt over Prompt-Engineering-Guide when Tags unique to SuperPrompt: ai, ml, prompt-engineering, prompts; More recently updated (last pushed Apr 26, 2026).
- 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 SuperPrompt?
- 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.
- Is Prompt-Engineering-Guide or SuperPrompt more popular on GitHub?
- Prompt-Engineering-Guide has more GitHub stars (76,349 vs 6,419). Stars measure visibility, not whether either tool fits your constraints.
- Are Prompt-Engineering-Guide and SuperPrompt open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to Prompt-Engineering-Guide or SuperPrompt?
- GraphCanon lists graph-backed alternatives at Prompt-Engineering-Guide alternatives and SuperPrompt alternatives (Prompt-Engineering-Guide markdown twin, SuperPrompt markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Prompt-Engineering-Guide or SuperPrompt?
- Prompt-Engineering-Guide: Slowing. SuperPrompt: 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 Prompt-Engineering-Guide and SuperPrompt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Prompt-Engineering-Guide trust report; SuperPrompt trust report.