Comparison
academic-research-skills vs ChatGLM-6B
Verdict
Pick academic-research-skills when license: academic-research-skills is Other, ChatGLM-6B is Apache-2.0; pick ChatGLM-6B when license: ChatGLM-6B is Apache-2.0, academic-research-skills is Other.
Markdown twin · academic-research-skills alternatives · ChatGLM-6B alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | ChatGLM-6B |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (744d 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 | 75 low (75 low) As of today · osv@v1 |
Tagline
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- ChatGLM-6B
- ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
Stars
- academic-research-skills
- 37k
- ChatGLM-6B
- 41k
Forks
- academic-research-skills
- 3.0k
- ChatGLM-6B
- 5.1k
Open issues
- academic-research-skills
- 9
- ChatGLM-6B
- 609
Language
- academic-research-skills
- Python
- ChatGLM-6B
- Python
Adopt for
- academic-research-skills
- -
- ChatGLM-6B
- -
Persona
- academic-research-skills
- -
- ChatGLM-6B
- -
Runtime
- academic-research-skills
- -
- ChatGLM-6B
- -
License
- academic-research-skills
- Other
- ChatGLM-6B
- Apache-2.0
Last pushed
- academic-research-skills
- Jul 11, 2026
- ChatGLM-6B
- Jun 27, 2024
Categories
- academic-research-skills
- Data & Retrieval, LLM Frameworks
- ChatGLM-6B
- LLM Frameworks, Data & Retrieval, Vector Databases
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- ChatGLM-6B
- Dormant (18%)
Days since push
- academic-research-skills
- 0d
- ChatGLM-6B
- 744d
Open issues (now)
- academic-research-skills
- 9
- ChatGLM-6B
- 609
Owner type
- academic-research-skills
- User
- ChatGLM-6B
- Organization
Security scan
- academic-research-skills
- No lockfile
- ChatGLM-6B
- 75 low (75 low)
Full report
- academic-research-skills
- Trust report
- ChatGLM-6B
- Trust report
Choose academic-research-skills if…
- License: academic-research-skills is Other, ChatGLM-6B is Apache-2.0.
- Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude.
- More recently updated (last pushed Jul 11, 2026).
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.
Choose ChatGLM-6B if…
- License: ChatGLM-6B is Apache-2.0, academic-research-skills is Other.
- Tags unique to ChatGLM-6B: python.
- Also covers Vector Databases.
When NOT to use ChatGLM-6B
- Last GitHub push was 745 days ago (dormant maintenance, Jun 27, 2024). Validate activity before betting a new project on ChatGLM-6B.
- 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.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 (zai-org/ChatGLM-6B) · observed Jul 11, 2026
- GitHub forks (zai-org/ChatGLM-6B) · observed Jul 11, 2026
- Last push (zai-org/ChatGLM-6B) · observed Jun 27, 2024
- 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 · ChatGLM-6B 41k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and ChatGLM-6B?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. ChatGLM-6B: ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over ChatGLM-6B?
- Choose academic-research-skills over ChatGLM-6B when License: academic-research-skills is Other, ChatGLM-6B is Apache-2.0; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; More recently updated (last pushed Jul 11, 2026).
- When should I choose ChatGLM-6B over academic-research-skills?
- Choose ChatGLM-6B over academic-research-skills when License: ChatGLM-6B is Apache-2.0, academic-research-skills is Other; Tags unique to ChatGLM-6B: python; Also covers Vector Databases.
- 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.
- When should I avoid ChatGLM-6B?
- Last GitHub push was 745 days ago (dormant maintenance, Jun 27, 2024). Validate activity before betting a new project on ChatGLM-6B. 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. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is academic-research-skills or ChatGLM-6B more popular on GitHub?
- ChatGLM-6B has more GitHub stars (41,035 vs 37,300). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and ChatGLM-6B open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, ChatGLM-6B: Apache-2.0).
- Where can I find alternatives to academic-research-skills or ChatGLM-6B?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and ChatGLM-6B alternatives (academic-research-skills markdown twin, ChatGLM-6B 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 ChatGLM-6B?
- academic-research-skills: Very active. ChatGLM-6B: Dormant. 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 ChatGLM-6B?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; ChatGLM-6B trust report.