Comparison
academic-research-skills vs ai-notes
Verdict
Pick academic-research-skills when academic-research-skills is primarily Python; ai-notes is HTML; pick ai-notes when ai-notes is primarily HTML; academic-research-skills is Python.
Markdown twin · academic-research-skills alternatives · ai-notes alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | ai-notes |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (145d 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
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- ai-notes
- notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under
Stars
- academic-research-skills
- 37k
- ai-notes
- 6.2k
Forks
- academic-research-skills
- 3.0k
- ai-notes
- 558
Open issues
- academic-research-skills
- 9
- ai-notes
- 8
Language
- academic-research-skills
- Python
- ai-notes
- HTML
Adopt for
- academic-research-skills
- -
- ai-notes
- -
Persona
- academic-research-skills
- -
- ai-notes
- -
Runtime
- academic-research-skills
- -
- ai-notes
- -
License
- academic-research-skills
- Other
- ai-notes
- MIT
Last pushed
- academic-research-skills
- Jul 11, 2026
- ai-notes
- Feb 16, 2026
Categories
- academic-research-skills
- LLM Frameworks, Data & Retrieval
- ai-notes
- LLM Frameworks, Computer Vision
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- ai-notes
- Slowing (36%)
Days since push
- academic-research-skills
- 0d
- ai-notes
- 145d
Open issues (now)
- academic-research-skills
- 9
- ai-notes
- 8
Full report
- academic-research-skills
- Trust report
- ai-notes
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; ai-notes is HTML.
- License: academic-research-skills is Other, ai-notes 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 ai-notes if…
- ai-notes is primarily HTML; academic-research-skills is Python.
- License: ai-notes is MIT, academic-research-skills is Other.
- Tags unique to ai-notes: gpt-3, html, ai, stable-diffusion.
- Also covers Computer Vision.
When NOT to use ai-notes
- Last GitHub push was 146 days ago (slowing maintenance, Feb 16, 2026). Validate activity before betting a new project on ai-notes.
- 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 (swyxio/ai-notes) · observed Jul 11, 2026
- GitHub forks (swyxio/ai-notes) · observed Jul 11, 2026
- Last push (swyxio/ai-notes) · observed Feb 16, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · ai-notes 6.2k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and ai-notes?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. ai-notes: notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under . See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over ai-notes?
- Choose academic-research-skills over ai-notes when academic-research-skills is primarily Python; ai-notes is HTML; License: academic-research-skills is Other, ai-notes is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I choose ai-notes over academic-research-skills?
- Choose ai-notes over academic-research-skills when ai-notes is primarily HTML; academic-research-skills is Python; License: ai-notes is MIT, academic-research-skills is Other; Tags unique to ai-notes: gpt-3, html, ai, stable-diffusion; Also covers Computer Vision.
- 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 ai-notes?
- Last GitHub push was 146 days ago (slowing maintenance, Feb 16, 2026). Validate activity before betting a new project on ai-notes. 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 ai-notes more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 6,236). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and ai-notes open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, ai-notes: MIT).
- Where can I find alternatives to academic-research-skills or ai-notes?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and ai-notes alternatives (academic-research-skills markdown twin, ai-notes 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 ai-notes?
- academic-research-skills: Very active. ai-notes: 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 ai-notes?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; ai-notes trust report.