Comparison
smartgpt vs academic-research-skills
Verdict
Pick smartgpt when smartgpt is primarily Rust; academic-research-skills is Python; pick academic-research-skills when academic-research-skills is primarily Python; smartgpt is Rust.
Markdown twin · smartgpt alternatives · academic-research-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | smartgpt | academic-research-skills |
|---|---|---|
| Maintenance | Dormant (821d 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
- smartgpt
- A program that provides LLMs with the ability to complete complex tasks using plugins.
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- smartgpt
- 1.7k
- academic-research-skills
- 37k
Forks
- smartgpt
- 124
- academic-research-skills
- 3.0k
Open issues
- smartgpt
- 11
- academic-research-skills
- 9
Language
- smartgpt
- Rust
- academic-research-skills
- Python
Adopt for
- smartgpt
- -
- academic-research-skills
- -
Persona
- smartgpt
- -
- academic-research-skills
- -
Runtime
- smartgpt
- -
- academic-research-skills
- -
License
- smartgpt
- MIT
- academic-research-skills
- Other
Last pushed
- smartgpt
- Apr 11, 2024
- academic-research-skills
- Jul 11, 2026
Categories
- smartgpt
- LLM Frameworks
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- smartgpt
- Dormant (18%)
- academic-research-skills
- Very active (96%)
Days since push
- smartgpt
- 821d
- academic-research-skills
- 0d
Open issues (now)
- smartgpt
- 11
- academic-research-skills
- 9
Full report
- smartgpt
- Trust report
- academic-research-skills
- Trust report
Choose smartgpt if…
- smartgpt is primarily Rust; academic-research-skills is Python.
- License: smartgpt is MIT, academic-research-skills is Other.
- Tags unique to smartgpt: gpt-3, llm, ai, rust.
When NOT to use smartgpt
- Last GitHub push was 822 days ago (dormant maintenance, Apr 11, 2024). Validate activity before betting a new project on smartgpt.
- 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…
- academic-research-skills is primarily Python; smartgpt is Rust.
- License: academic-research-skills is Other, smartgpt 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
- 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 (Cormanz/smartgpt) · observed Jul 11, 2026
- GitHub forks (Cormanz/smartgpt) · observed Jul 11, 2026
- Last push (Cormanz/smartgpt) · observed Apr 11, 2024
- License file (MIT) · 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: smartgpt 1.7k · academic-research-skills 37k (synced Jul 11, 2026).
Common questions
- What is the difference between smartgpt and academic-research-skills?
- smartgpt: A program that provides LLMs with the ability to complete complex tasks using plugins.. 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 smartgpt over academic-research-skills?
- Choose smartgpt over academic-research-skills when smartgpt is primarily Rust; academic-research-skills is Python; License: smartgpt is MIT, academic-research-skills is Other; Tags unique to smartgpt: gpt-3, llm, ai, rust.
- When should I choose academic-research-skills over smartgpt?
- Choose academic-research-skills over smartgpt when academic-research-skills is primarily Python; smartgpt is Rust; License: academic-research-skills is Other, smartgpt is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I avoid smartgpt?
- Last GitHub push was 822 days ago (dormant maintenance, Apr 11, 2024). Validate activity before betting a new project on smartgpt. 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 smartgpt or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 1,736). Stars measure visibility, not whether either tool fits your constraints.
- Are smartgpt and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (smartgpt: MIT, academic-research-skills: Other).
- Where can I find alternatives to smartgpt or academic-research-skills?
- GraphCanon lists graph-backed alternatives at smartgpt alternatives and academic-research-skills alternatives (smartgpt 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, smartgpt or academic-research-skills?
- smartgpt: 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 smartgpt and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: smartgpt trust report; academic-research-skills trust report.