Comparison
PromptEnhancer vs academic-research-skills
Verdict
Pick PromptEnhancer when tags unique to PromptEnhancer: image-editing, image-to-image, prompt, text-to-image; pick academic-research-skills when tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude.
Markdown twin · PromptEnhancer alternatives · academic-research-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | PromptEnhancer | academic-research-skills |
|---|---|---|
| Maintenance | Steady (31d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization 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
- PromptEnhancer
- [CVPR 2026] PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer, structured versions for better image generation.
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- PromptEnhancer
- 3.7k
- academic-research-skills
- 37k
Forks
- PromptEnhancer
- 324
- academic-research-skills
- 3.0k
Open issues
- PromptEnhancer
- 13
- academic-research-skills
- 9
Language
- PromptEnhancer
- Python
- academic-research-skills
- Python
Adopt for
- PromptEnhancer
- -
- academic-research-skills
- -
Persona
- PromptEnhancer
- -
- academic-research-skills
- -
Runtime
- PromptEnhancer
- -
- academic-research-skills
- -
License
- PromptEnhancer
- Other
- academic-research-skills
- Other
Last pushed
- PromptEnhancer
- Jun 10, 2026
- academic-research-skills
- Jul 11, 2026
Categories
- PromptEnhancer
- LLM Frameworks, Computer Vision
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- PromptEnhancer
- Steady (60%)
- academic-research-skills
- Very active (96%)
Days since push
- PromptEnhancer
- 31d
- academic-research-skills
- 0d
Open issues (now)
- PromptEnhancer
- 13
- academic-research-skills
- 9
Owner type
- PromptEnhancer
- Organization
- academic-research-skills
- User
Full report
- PromptEnhancer
- Trust report
- academic-research-skills
- Trust report
Choose PromptEnhancer if…
- Tags unique to PromptEnhancer: image-editing, image-to-image, prompt, text-to-image.
- Also covers Computer Vision.
When NOT to use PromptEnhancer
- 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…
- Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude.
- Also covers Data & Retrieval.
- More GitHub stars (37k vs 3.7k) - visibility, not fit.
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 (Hunyuan-PromptEnhancer/PromptEnhancer) · observed Jul 11, 2026
- GitHub forks (Hunyuan-PromptEnhancer/PromptEnhancer) · observed Jul 11, 2026
- Last push (Hunyuan-PromptEnhancer/PromptEnhancer) · observed Jun 10, 2026
- License file (Other) · 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: PromptEnhancer 3.7k · academic-research-skills 37k (synced Jul 11, 2026).
Common questions
- What is the difference between PromptEnhancer and academic-research-skills?
- PromptEnhancer: [CVPR 2026] PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer, structured versions for better image generation.. 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 PromptEnhancer over academic-research-skills?
- Choose PromptEnhancer over academic-research-skills when Tags unique to PromptEnhancer: image-editing, image-to-image, prompt, text-to-image; Also covers Computer Vision.
- When should I choose academic-research-skills over PromptEnhancer?
- Choose academic-research-skills over PromptEnhancer when Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval; More GitHub stars (37k vs 3.7k) - visibility, not fit.
- When should I avoid PromptEnhancer?
- 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 PromptEnhancer or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 3,722). Stars measure visibility, not whether either tool fits your constraints.
- Are PromptEnhancer and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (PromptEnhancer: Other, academic-research-skills: Other).
- Where can I find alternatives to PromptEnhancer or academic-research-skills?
- GraphCanon lists graph-backed alternatives at PromptEnhancer alternatives and academic-research-skills alternatives (PromptEnhancer 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, PromptEnhancer or academic-research-skills?
- PromptEnhancer: Steady. 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 PromptEnhancer and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: PromptEnhancer trust report; academic-research-skills trust report.