Comparison
promptsource vs wonderful-prompts
Verdict
Pick promptsource if promptSource aids in creating, sharing, and using natural language prompts for large language models; pick wonderful-prompts if enhances ChatGPT with optimized prompts and guides for improved playability and utility.
Markdown twin · promptsource alternatives · wonderful-prompts alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | promptsource | wonderful-prompts |
|---|---|---|
| Maintenance | Dormant (1027d since push) As of 1w · github_public_v1 | Slowing (278d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- promptsource
- Toolkit for creating, sharing and using natural language prompts
- wonderful-prompts
- 精选中文 prompt，提升 ChatGPT 可玩性和可用性
Stars
- promptsource
- 3.0k
- wonderful-prompts
- 6.2k
Forks
- promptsource
- 375
- wonderful-prompts
- 532
Open issues
- promptsource
- 43
- wonderful-prompts
- 1
Language
- promptsource
- Python
- wonderful-prompts
- -
Adopt for
- promptsource
- PromptSource aids in creating, sharing, and using natural language prompts for large language models.
- wonderful-prompts
- Enhances ChatGPT with optimized prompts and guides for improved playability and utility.
Persona
- promptsource
- -
- wonderful-prompts
- -
Runtime
- promptsource
- -
- wonderful-prompts
- -
License
- promptsource
- Apache-2.0
- wonderful-prompts
- MIT
Last pushed
- promptsource
- Oct 23, 2023
- wonderful-prompts
- Oct 22, 2025
Categories
- promptsource
- Developer Tools, Model Training
- wonderful-prompts
- Developer Tools
Trust and health
Maintenance
- promptsource
- Dormant (18%)
- wonderful-prompts
- Slowing (36%)
Days since push
- promptsource
- 1027d
- wonderful-prompts
- 278d
Open issues (now)
- promptsource
- 43
- wonderful-prompts
- 1
Stars delta
- promptsource
- +2 (30d)
- wonderful-prompts
- Unknown
Open issues delta
- promptsource
- -1 (30d)
- wonderful-prompts
- Unknown
Full report
- promptsource
- Trust report
- wonderful-prompts
- Trust report
Shared compatibility
- Python · promptsource: Python runtime · wonderful-prompts: Python runtime
Choose promptsource if…
- License: promptsource is Apache-2.0, wonderful-prompts is MIT.
- Tags unique to promptsource: few-shot, fine-tuning, language-models, machine-learning.
- Also covers Model Training.
- When you need to create reusable prompts for multiple datasets with a focus on simplicity through a templating language called Jinja.
When NOT to use promptsource
- Avoid if you require complex prompt customization beyond what simple templating can offer, as PromptSource is not designed for intricate configurations.
- Not suitable for users focused on real-time interaction with prompts, since it lacks dynamic features for immediate adjustments.
Choose wonderful-prompts if…
- License: wonderful-prompts is MIT, promptsource is Apache-2.0.
- Tags unique to wonderful-prompts: chatgpt, prompt-engineering.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bigscience-workshop/promptsource) · observed Aug 15, 2026
- GitHub forks (bigscience-workshop/promptsource) · observed Aug 15, 2026
- Last push (bigscience-workshop/promptsource) · observed Oct 23, 2023
- License file (Apache-2.0) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langgptai/wonderful-prompts) · observed Jul 28, 2026
- GitHub forks (langgptai/wonderful-prompts) · observed Jul 28, 2026
- Last push (langgptai/wonderful-prompts) · observed Oct 22, 2025
- License file (MIT) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: promptsource 3.0k · wonderful-prompts 6.2k (synced Aug 15, 2026).
Common questions
- What is the difference between promptsource and wonderful-prompts?
- promptsource: Toolkit for creating, sharing and using natural language prompts. wonderful-prompts: 精选中文 prompt，提升 ChatGPT 可玩性和可用性. See the comparison table for live GitHub stats and shared categories.
- When should I choose promptsource over wonderful-prompts?
- Choose promptsource over wonderful-prompts when License: promptsource is Apache-2.0, wonderful-prompts is MIT; Tags unique to promptsource: few-shot, fine-tuning, language-models, machine-learning; Also covers Model Training; When you need to create reusable prompts for multiple datasets with a focus on simplicity through a templating language called Jinja.
- When should I choose wonderful-prompts over promptsource?
- Choose wonderful-prompts over promptsource when License: wonderful-prompts is MIT, promptsource is Apache-2.0; Tags unique to wonderful-prompts: chatgpt, prompt-engineering; You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts.
- When should I avoid promptsource?
- Avoid if you require complex prompt customization beyond what simple templating can offer, as PromptSource is not designed for intricate configurations. Not suitable for users focused on real-time interaction with prompts, since it lacks dynamic features for immediate adjustments.
- When should I avoid wonderful-prompts?
- Your primary working language is not Chinese, as the prompts are optimized specifically for this language.
- Is promptsource or wonderful-prompts more popular on GitHub?
- wonderful-prompts has more GitHub stars (6,206 vs 3,029). Stars measure visibility, not whether either tool fits your constraints.
- Are promptsource and wonderful-prompts open source?
- Yes - both are open-source projects on GitHub (promptsource: Apache-2.0, wonderful-prompts: MIT).
- Where can I find alternatives to promptsource or wonderful-prompts?
- GraphCanon lists graph-backed alternatives at promptsource alternatives and wonderful-prompts alternatives (promptsource markdown twin, wonderful-prompts 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, promptsource or wonderful-prompts?
- promptsource: Dormant. wonderful-prompts: Slowing. 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 promptsource and wonderful-prompts?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: promptsource trust report; wonderful-prompts trust report.