Comparison
academic-research-skills vs wonderful-prompts
Verdict
Pick academic-research-skills when license: academic-research-skills is Other, wonderful-prompts is MIT; pick wonderful-prompts when license: wonderful-prompts is MIT, academic-research-skills is Other.
Markdown twin · academic-research-skills alternatives · wonderful-prompts alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | wonderful-prompts |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (262d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- wonderful-prompts
- 🔥中文 prompt 精选🔥，ChatGPT 使用指南，提升 ChatGPT 可玩性和可用性！🚀
Stars
- academic-research-skills
- 37k
- wonderful-prompts
- 6.2k
Forks
- academic-research-skills
- 3.0k
- wonderful-prompts
- 530
Open issues
- academic-research-skills
- 9
- wonderful-prompts
- 1
Language
- academic-research-skills
- Python
- wonderful-prompts
- -
Adopt for
- academic-research-skills
- -
- wonderful-prompts
- -
Persona
- academic-research-skills
- -
- wonderful-prompts
- -
Runtime
- academic-research-skills
- -
- wonderful-prompts
- -
License
- academic-research-skills
- Other
- wonderful-prompts
- MIT
Last pushed
- academic-research-skills
- Jul 11, 2026
- wonderful-prompts
- Oct 22, 2025
Categories
- academic-research-skills
- LLM Frameworks, Data & Retrieval
- wonderful-prompts
- LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- wonderful-prompts
- Slowing (36%)
Days since push
- academic-research-skills
- 0d
- wonderful-prompts
- 262d
Open issues (now)
- academic-research-skills
- 9
- wonderful-prompts
- 1
Owner type
- academic-research-skills
- User
- wonderful-prompts
- Organization
Full report
- academic-research-skills
- Trust report
- wonderful-prompts
- Trust report
Choose academic-research-skills if…
- License: academic-research-skills is Other, wonderful-prompts is MIT.
- Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude.
- Also covers Data & Retrieval.
When NOT to use academic-research-skills
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
Choose wonderful-prompts if…
- License: wonderful-prompts is MIT, academic-research-skills is Other.
- Tags unique to wonderful-prompts: gpt4, gpt35, chatgpt, openai.
- Leaner open-issue backlog (1).
When NOT to use wonderful-prompts
- Last GitHub push was 262 days ago (slowing maintenance, Oct 22, 2025). Validate activity before betting a new project on wonderful-prompts.
- 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 (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- Last push (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langgptai/wonderful-prompts) · observed Jul 11, 2026
- GitHub forks (langgptai/wonderful-prompts) · observed Jul 11, 2026
- Last push (langgptai/wonderful-prompts) · observed Oct 22, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · wonderful-prompts 6.2k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and wonderful-prompts?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. wonderful-prompts: 🔥中文 prompt 精选🔥，ChatGPT 使用指南，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 academic-research-skills over wonderful-prompts?
- Choose academic-research-skills over wonderful-prompts when License: academic-research-skills is Other, wonderful-prompts is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I choose wonderful-prompts over academic-research-skills?
- Choose wonderful-prompts over academic-research-skills when License: wonderful-prompts is MIT, academic-research-skills is Other; Tags unique to wonderful-prompts: gpt4, gpt35, chatgpt, openai; Leaner open-issue backlog (1).
- When should I avoid academic-research-skills?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- When should I avoid wonderful-prompts?
- Last GitHub push was 262 days ago (slowing maintenance, Oct 22, 2025). Validate activity before betting a new project on wonderful-prompts. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is academic-research-skills or wonderful-prompts more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 6,157). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and wonderful-prompts open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, wonderful-prompts: MIT).
- Where can I find alternatives to academic-research-skills or wonderful-prompts?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and wonderful-prompts alternatives (academic-research-skills 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, academic-research-skills or wonderful-prompts?
- academic-research-skills: Very active. 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 academic-research-skills and wonderful-prompts?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; wonderful-prompts trust report.