Comparison
awesome-ai-safety vs academic-research-skills
Verdict
Pick awesome-ai-safety if awesome-ai-safety is a curated list of papers and technical articles focused on ensuring AI quality and safety across various machine learning domains including CV and NLP; pick academic-research-skills if a guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
Markdown twin · awesome-ai-safety alternatives · academic-research-skills alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | awesome-ai-safety | academic-research-skills |
|---|---|---|
| Maintenance | Dormant (473d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Personal 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
- awesome-ai-safety
- A curated list of papers and technical articles on AI Quality & Safety
- academic-research-skills
- Workflow for academic research and writing with AI tools
Stars
- awesome-ai-safety
- 220
- academic-research-skills
- 40k
Forks
- awesome-ai-safety
- 39
- academic-research-skills
- 3.2k
Open issues
- awesome-ai-safety
- 17
- academic-research-skills
- 21
Language
- awesome-ai-safety
- -
- academic-research-skills
- Python
Adopt for
- awesome-ai-safety
- awesome-ai-safety is a curated list of papers and technical articles focused on ensuring AI quality and safety across various machine learning domains including CV and NLP.
- academic-research-skills
- A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
Persona
- awesome-ai-safety
- -
- academic-research-skills
- -
Runtime
- awesome-ai-safety
- -
- academic-research-skills
- -
License
- awesome-ai-safety
- Apache-2.0
- academic-research-skills
- Other
Last pushed
- awesome-ai-safety
- Apr 14, 2025
- academic-research-skills
- Jul 27, 2026
Categories
- awesome-ai-safety
- Evaluation & Observability
- academic-research-skills
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- awesome-ai-safety
- Dormant (18%)
- academic-research-skills
- Very active (96%)
Days since push
- awesome-ai-safety
- 473d
- academic-research-skills
- 0d
Open issues (now)
- awesome-ai-safety
- 17
- academic-research-skills
- 21
Owner type
- awesome-ai-safety
- Organization
- academic-research-skills
- User
Full report
- awesome-ai-safety
- Trust report
- academic-research-skills
- Trust report
Choose awesome-ai-safety if…
- License: awesome-ai-safety is Apache-2.0, academic-research-skills is Other.
- Pricing: The repository is free to use under the Apache-2.0 license. However, external resources linked might have their own licensing terms or costs..
- Tags unique to awesome-ai-safety: ai, ai safety, ai-alignment, ai-quality.
- When you need an aggregated source to explore topics such as AI alignment, robustness, fairness in ML models.
When NOT to use awesome-ai-safety
- Not suitable if your requirement is a repository with hands-on coding examples rather than research papers and articles.
- Avoid this resource if you are searching for datasets or tools that are not in the form of academic literature but practical utilities.
- This platform may not provide sufficient guidance on hardware-specific testing, where practical constraints diverge from theoretical models.
Choose academic-research-skills if…
- License: academic-research-skills is Other, awesome-ai-safety is Apache-2.0.
- Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering.
- Also covers Developer Tools.
- Research projects requiring detailed literature reviews
When NOT to use academic-research-skills
- Tasks that do not involve academic or formal writing environments
- Projects focused on learning Claude Code without an academic context
- Situations where human judgment is prioritized over AI suggestions
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Giskard-AI/awesome-ai-safety) · observed Aug 1, 2026
- GitHub forks (Giskard-AI/awesome-ai-safety) · observed Aug 1, 2026
- Last push (Giskard-AI/awesome-ai-safety) · observed Apr 14, 2025
- License file (Apache-2.0) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Imbad0202/academic-research-skills) · observed Jul 27, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Jul 27, 2026
- Last push (Imbad0202/academic-research-skills) · observed Jul 27, 2026
- License file (Other) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-ai-safety 220 · academic-research-skills 40k (synced Aug 1, 2026).
Common questions
- What is the difference between awesome-ai-safety and academic-research-skills?
- awesome-ai-safety: A curated list of papers and technical articles on AI Quality & Safety. academic-research-skills: Workflow for academic research and writing with AI tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-ai-safety over academic-research-skills?
- Choose awesome-ai-safety over academic-research-skills when License: awesome-ai-safety is Apache-2.0, academic-research-skills is Other; Pricing: The repository is free to use under the Apache-2.0 license. However, external resources linked might have their own licensing terms or costs.; Tags unique to awesome-ai-safety: ai, ai safety, ai-alignment, ai-quality; When you need an aggregated source to explore topics such as AI alignment, robustness, fairness in ML models.
- When should I choose academic-research-skills over awesome-ai-safety?
- Choose academic-research-skills over awesome-ai-safety when License: academic-research-skills is Other, awesome-ai-safety is Apache-2.0; Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering; Also covers Developer Tools; Research projects requiring detailed literature reviews.
- When should I avoid awesome-ai-safety?
- Not suitable if your requirement is a repository with hands-on coding examples rather than research papers and articles. Avoid this resource if you are searching for datasets or tools that are not in the form of academic literature but practical utilities. This platform may not provide sufficient guidance on hardware-specific testing, where practical constraints diverge from theoretical models.
- When should I avoid academic-research-skills?
- Tasks that do not involve academic or formal writing environments Projects focused on learning Claude Code without an academic context Situations where human judgment is prioritized over AI suggestions
- Is awesome-ai-safety or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (39,776 vs 220). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-ai-safety and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (awesome-ai-safety: Apache-2.0, academic-research-skills: Other).
- Where can I find alternatives to awesome-ai-safety or academic-research-skills?
- GraphCanon lists graph-backed alternatives at awesome-ai-safety alternatives and academic-research-skills alternatives (awesome-ai-safety 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-ai-safety or academic-research-skills?
- awesome-ai-safety: Dormant. 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-ai-safety and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-ai-safety trust report; academic-research-skills trust report.