Comparison
academic-research-skills vs LangGPT
Verdict
Pick academic-research-skills when academic-research-skills is primarily Python; LangGPT is Jupyter Notebook; pick LangGPT when langGPT is primarily Jupyter Notebook; academic-research-skills is Python.
Markdown twin · academic-research-skills alternatives · LangGPT alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | LangGPT |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Active (11d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization 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
- LangGPT
- LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-promp
Stars
- academic-research-skills
- 37k
- LangGPT
- 12k
Forks
- academic-research-skills
- 3.0k
- LangGPT
- 935
Open issues
- academic-research-skills
- 9
- LangGPT
- 0
Language
- academic-research-skills
- Python
- LangGPT
- Jupyter Notebook
Adopt for
- academic-research-skills
- -
- LangGPT
- -
Persona
- academic-research-skills
- -
- LangGPT
- -
Runtime
- academic-research-skills
- -
- LangGPT
- -
License
- academic-research-skills
- Other
- LangGPT
- Apache-2.0
Last pushed
- academic-research-skills
- Jul 11, 2026
- LangGPT
- Jun 29, 2026
Categories
- academic-research-skills
- LLM Frameworks, Data & Retrieval
- LangGPT
- LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- LangGPT
- Active (82%)
Days since push
- academic-research-skills
- 0d
- LangGPT
- 11d
Open issues (now)
- academic-research-skills
- 9
- LangGPT
- 0
Owner type
- academic-research-skills
- User
- LangGPT
- Organization
Full report
- academic-research-skills
- Trust report
- LangGPT
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; LangGPT is Jupyter Notebook.
- License: academic-research-skills is Other, LangGPT is Apache-2.0.
- Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, literature-review.
- 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 LangGPT if…
- LangGPT is primarily Jupyter Notebook; academic-research-skills is Python.
- License: LangGPT is Apache-2.0, academic-research-skills is Other.
- Tags unique to LangGPT: doubao, gemini, gpt-4, chatgpt.
When NOT to use LangGPT
- 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 (langgptai/LangGPT) · observed Jul 11, 2026
- GitHub forks (langgptai/LangGPT) · observed Jul 11, 2026
- Last push (langgptai/LangGPT) · observed Jun 29, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · LangGPT 12k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and LangGPT?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. LangGPT: LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-promp. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over LangGPT?
- Choose academic-research-skills over LangGPT when academic-research-skills is primarily Python; LangGPT is Jupyter Notebook; License: academic-research-skills is Other, LangGPT is Apache-2.0; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, literature-review; Also covers Data & Retrieval.
- When should I choose LangGPT over academic-research-skills?
- Choose LangGPT over academic-research-skills when LangGPT is primarily Jupyter Notebook; academic-research-skills is Python; License: LangGPT is Apache-2.0, academic-research-skills is Other; Tags unique to LangGPT: doubao, gemini, gpt-4, chatgpt.
- 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 LangGPT?
- 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 LangGPT more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 12,330). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and LangGPT open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, LangGPT: Apache-2.0).
- Where can I find alternatives to academic-research-skills or LangGPT?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and LangGPT alternatives (academic-research-skills markdown twin, LangGPT 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 LangGPT?
- academic-research-skills: Very active. LangGPT: 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 academic-research-skills and LangGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; LangGPT trust report.