Comparison
wonderful-prompts vs ChatGPT-Shortcut
Verdict
Pick wonderful-prompts if enhances ChatGPT with optimized prompts and guides for improved playability and utility; pick ChatGPT-Shortcut if chatGPT-Shortcut serves as a repository for managing and sharing custom prompts for AI tools like ChatGPT with support for English, Chinese, Spanish, and Arabic.
Markdown twin · wonderful-prompts alternatives · ChatGPT-Shortcut alternatives
GraphCanon updated Sep 20, 2026
13views this month
vs
Trust & integrity
| Signal | wonderful-prompts | ChatGPT-Shortcut |
|---|---|---|
| Maintenance | Active (25d since push) As of Sep 20, 2026 · github_public_v1 | Active (9d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- wonderful-prompts
- 精选中文 prompt，提升 ChatGPT 可玩性和可用性
- ChatGPT-Shortcut
- Maximize your efficiency and productivity through prompt management, customization, and sharing.
Stars
- wonderful-prompts
- 6.3k
- ChatGPT-Shortcut
- 8.8k
Forks
- wonderful-prompts
- 537
- ChatGPT-Shortcut
- 957
Open issues
- wonderful-prompts
- 0
- ChatGPT-Shortcut
- 0
Language
- wonderful-prompts
- -
- ChatGPT-Shortcut
- TypeScript
Adopt for
- wonderful-prompts
- Enhances ChatGPT with optimized prompts and guides for improved playability and utility.
- ChatGPT-Shortcut
- ChatGPT-Shortcut serves as a repository for managing and sharing custom prompts for AI tools like ChatGPT with support for English, Chinese, Spanish, and Arabic.
Persona
- wonderful-prompts
- -
- ChatGPT-Shortcut
- -
Runtime
- wonderful-prompts
- -
- ChatGPT-Shortcut
- -
License
- wonderful-prompts
- MIT
- ChatGPT-Shortcut
- MIT
Last pushed
- wonderful-prompts
- Aug 25, 2026
- ChatGPT-Shortcut
- Sep 10, 2026
Categories
- wonderful-prompts
- Developer Tools
- ChatGPT-Shortcut
- Developer Tools, Evaluation & Observability
Trust and health
Days since push
- wonderful-prompts
- 25d
- ChatGPT-Shortcut
- 9d
Stars delta
- wonderful-prompts
- +109 (30d)
- ChatGPT-Shortcut
- +128 (30d)
Owner type
- wonderful-prompts
- Organization
- ChatGPT-Shortcut
- User
Full report
- wonderful-prompts
- Trust report
- ChatGPT-Shortcut
- Trust report
Shared compatibility
- ChatGPT · wonderful-prompts: Works with ChatGPT · ChatGPT-Shortcut: Works with ChatGPT
Choose wonderful-prompts if…
- Tags unique to wonderful-prompts: prompts.
- You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts.
When NOT to use wonderful-prompts
- Your primary working language is not Chinese, as the prompts are optimized specifically for this language.
Choose ChatGPT-Shortcut if…
- Requirements: Min 2 GB RAM; Ensure TypeScript is supported in the development environment to fully leverage the tool’s capabilities..
- Tags unique to ChatGPT-Shortcut: ai, ai-tools, aigc, chatgpt-api.
- Also covers Evaluation & Observability.
- ChatGPT-Shortcut ships Docker support for self-hosted deployment.
- Use this tool when you need to manage and customize multiple language prompts specifically targeted at enhancing productivity and efficiency with AI tools such as ChatGPT.
When NOT to use ChatGPT-Shortcut
- Avoid this tool if you require prompt customization for languages not supported by ChatGPT-Shortcut like French or German.
- Do not use ChatGPT-Shortcut if your project demands a highly specialized AI interface that does not work well with ChatGPT prompts.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langgptai/wonderful-prompts) · observed Sep 20, 2026
- GitHub forks (langgptai/wonderful-prompts) · observed Sep 20, 2026
- Last push (langgptai/wonderful-prompts) · observed Aug 25, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (rockbenben/ChatGPT-Shortcut) · observed Sep 20, 2026
- GitHub forks (rockbenben/ChatGPT-Shortcut) · observed Sep 20, 2026
- Last push (rockbenben/ChatGPT-Shortcut) · observed Sep 10, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: wonderful-prompts 6.3k · ChatGPT-Shortcut 8.8k (synced Sep 20, 2026).
Common questions
- What is the difference between wonderful-prompts and ChatGPT-Shortcut?
- wonderful-prompts: 精选中文 prompt，提升 ChatGPT 可玩性和可用性. ChatGPT-Shortcut: Maximize your efficiency and productivity through prompt management, customization, and sharing.. See the comparison table for live GitHub stats and shared categories.
- When should I choose wonderful-prompts over ChatGPT-Shortcut?
- Choose wonderful-prompts over ChatGPT-Shortcut when Tags unique to wonderful-prompts: prompts; You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts.
- When should I choose ChatGPT-Shortcut over wonderful-prompts?
- Choose ChatGPT-Shortcut over wonderful-prompts when Requirements: Min 2 GB RAM; Ensure TypeScript is supported in the development environment to fully leverage the tool’s capabilities.; Tags unique to ChatGPT-Shortcut: ai, ai-tools, aigc, chatgpt-api; Also covers Evaluation & Observability; ChatGPT-Shortcut ships Docker support for self-hosted deployment; Use this tool when you need to manage and customize multiple language prompts specifically targeted at enhancing productivity and efficiency with AI tools such as ChatGPT.
- When should I avoid wonderful-prompts?
- Your primary working language is not Chinese, as the prompts are optimized specifically for this language.
- When should I avoid ChatGPT-Shortcut?
- Avoid this tool if you require prompt customization for languages not supported by ChatGPT-Shortcut like French or German. Do not use ChatGPT-Shortcut if your project demands a highly specialized AI interface that does not work well with ChatGPT prompts.
- Is wonderful-prompts or ChatGPT-Shortcut more popular on GitHub?
- ChatGPT-Shortcut has more GitHub stars (8,770 vs 6,315). Stars measure visibility, not whether either tool fits your constraints.
- Are wonderful-prompts and ChatGPT-Shortcut open source?
- Yes - both are open-source projects on GitHub (wonderful-prompts: MIT, ChatGPT-Shortcut: MIT).
- Where can I find alternatives to wonderful-prompts or ChatGPT-Shortcut?
- GraphCanon lists graph-backed alternatives at wonderful-prompts alternatives and ChatGPT-Shortcut alternatives (wonderful-prompts markdown twin, ChatGPT-Shortcut 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, wonderful-prompts or ChatGPT-Shortcut?
- wonderful-prompts: Active. ChatGPT-Shortcut: 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 wonderful-prompts and ChatGPT-Shortcut?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: wonderful-prompts trust report; ChatGPT-Shortcut trust report.