Comparison
academic-research-skills vs go-streams
Verdict
Pick academic-research-skills when academic-research-skills is primarily Python; go-streams is Go; pick go-streams when go-streams is primarily Go; academic-research-skills is Python.
Markdown twin · academic-research-skills alternatives · go-streams alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | go-streams |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Slowing (181d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- go-streams
- A lightweight stream processing library for Go
Stars
- academic-research-skills
- 37k
- go-streams
- 2.2k
Forks
- academic-research-skills
- 3.0k
- go-streams
- 174
Open issues
- academic-research-skills
- 9
- go-streams
- 11
Language
- academic-research-skills
- Python
- go-streams
- Go
Adopt for
- academic-research-skills
- -
- go-streams
- -
Persona
- academic-research-skills
- -
- go-streams
- -
Runtime
- academic-research-skills
- -
- go-streams
- -
License
- academic-research-skills
- Other
- go-streams
- MIT
Last pushed
- academic-research-skills
- Jul 11, 2026
- go-streams
- Jan 14, 2026
Categories
- academic-research-skills
- Data & Retrieval, LLM Frameworks
- go-streams
- Data & Retrieval
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- go-streams
- Slowing (36%)
Days since push
- academic-research-skills
- 0d
- go-streams
- 181d
Open issues (now)
- academic-research-skills
- 9
- go-streams
- 11
Full report
- academic-research-skills
- Trust report
- go-streams
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; go-streams is Go.
- License: academic-research-skills is Other, go-streams is MIT.
- Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude.
- Also covers LLM Frameworks.
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 go-streams if…
- go-streams is primarily Go; academic-research-skills is Python.
- License: go-streams is MIT, academic-research-skills is Other.
- Tags unique to go-streams: aerospike, data-pipeline, data-stream, etl.
When NOT to use go-streams
- Last GitHub push was 182 days ago (slowing maintenance, Jan 14, 2026). Validate activity before betting a new project on go-streams.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
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 (reugn/go-streams) · observed Jul 15, 2026
- GitHub forks (reugn/go-streams) · observed Jul 15, 2026
- Last push (reugn/go-streams) · observed Jan 14, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: academic-research-skills 37k · go-streams 2.2k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and go-streams?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. go-streams: A lightweight stream processing library for Go. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over go-streams?
- Choose academic-research-skills over go-streams when academic-research-skills is primarily Python; go-streams is Go; License: academic-research-skills is Other, go-streams is MIT; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers LLM Frameworks.
- When should I choose go-streams over academic-research-skills?
- Choose go-streams over academic-research-skills when go-streams is primarily Go; academic-research-skills is Python; License: go-streams is MIT, academic-research-skills is Other; Tags unique to go-streams: aerospike, data-pipeline, data-stream, etl.
- 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 go-streams?
- Last GitHub push was 182 days ago (slowing maintenance, Jan 14, 2026). Validate activity before betting a new project on go-streams. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Is academic-research-skills or go-streams more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 2,174). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and go-streams open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, go-streams: MIT).
- Where can I find alternatives to academic-research-skills or go-streams?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and go-streams alternatives (academic-research-skills markdown twin, go-streams 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 go-streams?
- academic-research-skills: Very active. go-streams: 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 go-streams?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; go-streams trust report.