Comparison
awesome-prompts vs academic-research-skills
Verdict
Pick awesome-prompts when license: awesome-prompts is GPL-3.0, academic-research-skills is Other; pick academic-research-skills when license: academic-research-skills is Other, awesome-prompts is GPL-3.0.
Markdown twin · awesome-prompts alternatives · academic-research-skills alternatives
GraphCanon updated today
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Trust & integrity
| Signal | awesome-prompts | academic-research-skills |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- awesome-prompts
- Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- awesome-prompts
- 8.4k
- academic-research-skills
- 37k
Forks
- awesome-prompts
- 798
- academic-research-skills
- 3.0k
Open issues
- awesome-prompts
- 35
- academic-research-skills
- 9
Language
- awesome-prompts
- -
- academic-research-skills
- Python
Adopt for
- awesome-prompts
- -
- academic-research-skills
- -
Persona
- awesome-prompts
- -
- academic-research-skills
- -
Runtime
- awesome-prompts
- -
- academic-research-skills
- -
License
- awesome-prompts
- GPL-3.0
- academic-research-skills
- Other
Last pushed
- awesome-prompts
- Jul 11, 2026
- academic-research-skills
- Jul 11, 2026
Categories
- awesome-prompts
- LLM Frameworks
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Open issues (now)
- awesome-prompts
- 35
- academic-research-skills
- 9
Full report
- awesome-prompts
- Trust report
- academic-research-skills
- Trust report
Choose awesome-prompts if…
- License: awesome-prompts is GPL-3.0, academic-research-skills is Other.
- Tags unique to awesome-prompts: awesome, awesome-list, chatgpt, gpt4.
When NOT to use awesome-prompts
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose academic-research-skills if…
- License: academic-research-skills is Other, awesome-prompts is GPL-3.0.
- Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude.
- Also covers Data & Retrieval.
When NOT to use academic-research-skills
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- 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 (ai-boost/awesome-prompts) · observed Jul 11, 2026
- GitHub forks (ai-boost/awesome-prompts) · observed Jul 11, 2026
- Last push (ai-boost/awesome-prompts) · observed Jul 11, 2026
- License file (GPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: awesome-prompts 8.4k · academic-research-skills 37k (synced Jul 11, 2026).
Common questions
- What is the difference between awesome-prompts and academic-research-skills?
- awesome-prompts: Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-prompts over academic-research-skills?
- Choose awesome-prompts over academic-research-skills when License: awesome-prompts is GPL-3.0, academic-research-skills is Other; Tags unique to awesome-prompts: awesome, awesome-list, chatgpt, gpt4.
- When should I choose academic-research-skills over awesome-prompts?
- Choose academic-research-skills over awesome-prompts when License: academic-research-skills is Other, awesome-prompts is GPL-3.0; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I avoid awesome-prompts?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid academic-research-skills?
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is awesome-prompts or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 8,440). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-prompts and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (awesome-prompts: GPL-3.0, academic-research-skills: Other).
- Where can I find alternatives to awesome-prompts or academic-research-skills?
- GraphCanon lists graph-backed alternatives at awesome-prompts alternatives and academic-research-skills alternatives (awesome-prompts markdown twin, academic-research-skills 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, awesome-prompts or academic-research-skills?
- awesome-prompts: Very active. academic-research-skills: 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 awesome-prompts and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-prompts trust report; academic-research-skills trust report.