Comparison
academic-research-skills vs coca
Verdict
Pick academic-research-skills if a guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases; pick coca if coca is a comprehensive toolbox for analyzing and refactoring legacy systems using features such as call graph visualization, concept analysis, and design pattern suggestions.
Markdown twin · academic-research-skills alternatives · coca alternatives
GraphCanon updated Sep 19, 2026
14views this month
vs
Trust & integrity
| Signal | academic-research-skills | coca |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 27, 2026 · github_public_v1 | Slowing (256d since push) As of Sep 19, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 27, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 19, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- Workflow for academic research and writing with AI tools
- coca
- Toolbox for legacy system refactoring and analysis
Stars
- academic-research-skills
- 44k
- coca
- 989
Forks
- academic-research-skills
- 3.5k
- coca
- 117
Open issues
- academic-research-skills
- 19
- coca
- 0
Language
- academic-research-skills
- Python
- coca
- Go
Adopt for
- academic-research-skills
- A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
- coca
- Coca is a comprehensive toolbox for analyzing and refactoring legacy systems using features such as call graph visualization, concept analysis, and design pattern suggestions.
Persona
- academic-research-skills
- -
- coca
- -
Runtime
- academic-research-skills
- -
- coca
- -
License
- academic-research-skills
- Other
- coca
- The Mozilla Public License version 2.0 applies to Coca, which offers a balance between open source freedom and ensuring contributions back to the community.
Last pushed
- academic-research-skills
- Aug 27, 2026
- coca
- Jan 6, 2026
Categories
- academic-research-skills
- Developer Tools, Evaluation & Observability
- coca
- Developer Tools
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- coca
- Slowing (36%)
Days since push
- academic-research-skills
- 0d
- coca
- 256d
Open issues (now)
- academic-research-skills
- 19
- coca
- 0
Stars delta
- academic-research-skills
- +4.1k (30d)
- coca
- -1 (30d)
Open issues delta
- academic-research-skills
- -2 (30d)
- coca
- 0 (30d)
Full report
- academic-research-skills
- Trust report
- coca
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; coca is Go.
- License: academic-research-skills is Other, coca is MPL-2.0.
- Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering.
- Also covers Evaluation & Observability.
- Research projects requiring detailed literature reviews
When NOT to use academic-research-skills
- Tasks that do not involve academic or formal writing environments
- Projects focused on learning Claude Code without an academic context
- Situations where human judgment is prioritized over AI suggestions
Choose coca if…
- coca is primarily Go; academic-research-skills is Python.
- License: coca is MPL-2.0, academic-research-skills is Other.
- Pricing: Coca is freely available under an open-source license (MPL-2.0). There are no paid versions or premium features listed..
- Tags unique to coca: ai, architecture, automation, git.
- Use Coca when you are working with complex legacy Go applications that need detailed analysis of their architecture to facilitate informed refactoring decisions
When NOT to use coca
- Avoid using Coca for projects that do not involve Go language as it is specifically designed with this in mind
- Do not use Coca if your primary concern is runtime performance analysis; its strengths lie in structural and architectural code analysis rather than performance profiling of running systems
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 Aug 27, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Aug 27, 2026
- Last push (Imbad0202/academic-research-skills) · observed Aug 27, 2026
- License file (Other) · observed Aug 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (phodal/coca) · observed Sep 19, 2026
- GitHub forks (phodal/coca) · observed Sep 19, 2026
- Last push (phodal/coca) · observed Jan 6, 2026
- License file (MPL-2.0) · observed Sep 19, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: academic-research-skills 44k · coca 989 (synced Aug 27, 2026).
Common questions
- What is the difference between academic-research-skills and coca?
- academic-research-skills: Workflow for academic research and writing with AI tools. coca: Toolbox for legacy system refactoring and analysis. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over coca?
- Choose academic-research-skills over coca when academic-research-skills is primarily Python; coca is Go; License: academic-research-skills is Other, coca is MPL-2.0; Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering; Also covers Evaluation & Observability; Research projects requiring detailed literature reviews.
- When should I choose coca over academic-research-skills?
- Choose coca over academic-research-skills when coca is primarily Go; academic-research-skills is Python; License: coca is MPL-2.0, academic-research-skills is Other; Pricing: Coca is freely available under an open-source license (MPL-2.0). There are no paid versions or premium features listed.; Tags unique to coca: ai, architecture, automation, git; Use Coca when you are working with complex legacy Go applications that need detailed analysis of their architecture to facilitate informed refactoring decisions.
- When should I avoid academic-research-skills?
- Tasks that do not involve academic or formal writing environments Projects focused on learning Claude Code without an academic context Situations where human judgment is prioritized over AI suggestions
- When should I avoid coca?
- Avoid using Coca for projects that do not involve Go language as it is specifically designed with this in mind Do not use Coca if your primary concern is runtime performance analysis; its strengths lie in structural and architectural code analysis rather than performance profiling of running systems
- Is academic-research-skills or coca more popular on GitHub?
- academic-research-skills has more GitHub stars (43,866 vs 989). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and coca open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, coca: MPL-2.0).
- Where can I find alternatives to academic-research-skills or coca?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and coca alternatives (academic-research-skills markdown twin, coca 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 coca?
- academic-research-skills: Very active. coca: 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 coca?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; coca trust report.