--- title: "dockest vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/erikengervall-dockest-vs-imbad0202-academic-research-skills" tools: ["erikengervall-dockest", "imbad0202-academic-research-skills"] --- # dockest vs academic-research-skills *GraphCanon updated Aug 1, 2026* ## Verdict Pick dockest if dockest integrates Docker and Jest for setting up and tearing down containers during Node.js application testing; 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. [dockest](https://npmjs.com/package/dockest) reports 110 GitHub stars, 17 forks, and 50 open issues, last pushed Feb 16, 2026. [academic-research-skills](https://buymeacoffee.com/crucify020v) has 40k stars, 3.2k forks, and 21 open issues, last pushed Jul 27, 2026. Figures are from public GitHub metadata via [dockest's repository](https://github.com/erikengervall/dockest) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [dockest](/tools/erikengervall-dockest.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | Docker + Jest integration testing for Node.js | Workflow for academic research and writing with AI tools | | Stars | 110 | 39,776 | | Forks | 17 | 3,188 | | Open issues | 50 | 21 | | Language | TypeScript | Python | | Adopt for | Dockest integrates Docker and Jest for setting up and tearing down containers during Node.js application testing. | A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases. | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | Developer Tools | Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [dockest](/tools/erikengervall-dockest.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 165d | 0d | | Open issues (now) | 50 | 21 | | Full report | [trust report](/tools/erikengervall-dockest/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Decision facts: dockest - **Adopt for:** Dockest integrates Docker and Jest for setting up and tearing down containers during Node.js application testing. ## Decision facts: academic-research-skills - **Adopt for:** A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases. ## Choose when ### Choose dockest if… - dockest is primarily TypeScript; academic-research-skills is Python. - License: dockest is MIT, academic-research-skills is Other. - Tags unique to dockest: docker, hacktoberfest, integration-testing, jest. - You are using Jest v20.0.0 or higher in your project and want to perform integration tests involving Dockerized services, such as Redis or PostgreSQL. ### Choose academic-research-skills if… - academic-research-skills is primarily Python; dockest is TypeScript. - License: academic-research-skills is Other, dockest is MIT. - 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 dockest - You are using Jest versions prior to v20.0.0 as Dockest is incompatible with older releases. - Your project does not require microservices setup for testing and solely relies on unit tests without environmental dependencies provided by Docker services. ## 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 ## Common questions ### What is the difference between dockest and academic-research-skills? dockest: Docker + Jest integration testing for Node.js. academic-research-skills: Workflow for academic research and writing with AI tools. See the comparison table for live GitHub stats and shared categories. ### When should I choose dockest over academic-research-skills? Choose dockest over academic-research-skills when dockest is primarily TypeScript; academic-research-skills is Python; License: dockest is MIT, academic-research-skills is Other; Tags unique to dockest: docker, hacktoberfest, integration-testing, jest; You are using Jest v20.0.0 or higher in your project and want to perform integration tests involving Dockerized services, such as Redis or PostgreSQL. ### When should I choose academic-research-skills over dockest? Choose academic-research-skills over dockest when academic-research-skills is primarily Python; dockest is TypeScript; License: academic-research-skills is Other, dockest is MIT; 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 avoid dockest? You are using Jest versions prior to v20.0.0 as Dockest is incompatible with older releases. Your project does not require microservices setup for testing and solely relies on unit tests without environmental dependencies provided by Docker services. ### 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 ### Is dockest or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (39,776 vs 110). Stars measure visibility, not whether either tool fits your constraints. ### Are dockest and academic-research-skills open source? Yes - both are open-source projects on GitHub (dockest: MIT, academic-research-skills: Other). ### Where can I find alternatives to dockest or academic-research-skills? GraphCanon lists graph-backed alternatives at [dockest alternatives](/tools/erikengervall-dockest/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([dockest markdown twin](/tools/erikengervall-dockest/alternatives.md), [academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md)), 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](/compare/erikengervall-dockest-vs-imbad0202-academic-research-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, dockest or academic-research-skills? dockest: Slowing. 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 dockest and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [dockest trust report](/tools/erikengervall-dockest/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=erikengervall-dockest`](/api/graphcanon/graph?tool=erikengervall-dockest) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_