Comparison
academic-research-skills vs probity
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 probity if probity is designed for TDD enforcement and guardrails in projects that integrate AI coding tools like Claude Code, Codex, GitHub Copilot CLI, leveraging TypeScript to maintain code quality.
Markdown twin · academic-research-skills alternatives · probity alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | academic-research-skills | probity |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 12, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 12, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No published findings from this source as of 2026-07-15 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
- probity
- TDD enforcement and guardrails for AI coding tools like Claude Code, Codex, GitHub Copilot
Stars
- academic-research-skills
- 49k
- probity
- 199
Forks
- academic-research-skills
- 3.8k
- probity
- 22
Open issues
- academic-research-skills
- 35
- probity
- 28
Language
- academic-research-skills
- Python
- probity
- TypeScript
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.
- probity
- Probity is designed for TDD enforcement and guardrails in projects that integrate AI coding tools like Claude Code, Codex, GitHub Copilot CLI, leveraging TypeScript to maintain code quality.
Persona
- academic-research-skills
- -
- probity
- -
Runtime
- academic-research-skills
- -
- probity
- -
License
- academic-research-skills
- Other
- probity
- MIT
Last pushed
- academic-research-skills
- Sep 19, 2026
- probity
- Sep 11, 2026
Categories
- academic-research-skills
- Developer Tools, Evaluation & Observability
- probity
- Developer Tools
Trust and health
Open issues (now)
- academic-research-skills
- 35
- probity
- 28
Stars delta
- academic-research-skills
- +9.0k (30d)
- probity
- +40 (30d)
Open issues delta
- academic-research-skills
- +14 (30d)
- probity
- +13 (30d)
OSV dependency advisories
- academic-research-skills
- No lockfile (source not queried)
- probity
- No published findings from this source as of 2026-07-15
Full report
- academic-research-skills
- Trust report
- probity
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; probity is TypeScript.
- License: academic-research-skills is Other, probity 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 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 probity if…
- probity is primarily TypeScript; academic-research-skills is Python.
- License: probity is MIT, academic-research-skills is Other.
- Pricing: Available under MIT License. Free for open-source and commercial use..
- Tags unique to probity: agentic-coding, claude-code, codex, coding-agent.
- Use Probity when working on a project that leverages multiple AI coding assistants such as Claude Code or Codex, and you need to ensure strict TDD compliance throughout your development lifecycle.
When NOT to use probity
- Do not use Probity if your team does not utilize AI coding assistants, as its specific guardrails and integration features are tailored to such environments.
- Avoid adopting Probity if you do not wish to enforce TDD practices, or if another tool is better suited for enforcing the development methodology preferred by your team.
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 Sep 20, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Sep 20, 2026
- Last push (Imbad0202/academic-research-skills) · observed Sep 19, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (nizos/probity) · observed Sep 20, 2026
- GitHub forks (nizos/probity) · observed Sep 20, 2026
- Last push (nizos/probity) · observed Sep 11, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: academic-research-skills 49k · probity 199 (synced Sep 20, 2026).
Common questions
- What is the difference between academic-research-skills and probity?
- academic-research-skills: Workflow for academic research and writing with AI tools. probity: TDD enforcement and guardrails for AI coding tools like Claude Code, Codex, GitHub Copilot. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over probity?
- Choose academic-research-skills over probity when academic-research-skills is primarily Python; probity is TypeScript; License: academic-research-skills is Other, probity 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 choose probity over academic-research-skills?
- Choose probity over academic-research-skills when probity is primarily TypeScript; academic-research-skills is Python; License: probity is MIT, academic-research-skills is Other; Pricing: Available under MIT License. Free for open-source and commercial use.; Tags unique to probity: agentic-coding, claude-code, codex, coding-agent; Use Probity when working on a project that leverages multiple AI coding assistants such as Claude Code or Codex, and you need to ensure strict TDD compliance throughout your development lifecycle.
- 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 probity?
- Do not use Probity if your team does not utilize AI coding assistants, as its specific guardrails and integration features are tailored to such environments. Avoid adopting Probity if you do not wish to enforce TDD practices, or if another tool is better suited for enforcing the development methodology preferred by your team.
- Is academic-research-skills or probity more popular on GitHub?
- academic-research-skills has more GitHub stars (48,762 vs 199). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and probity open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, probity: MIT).
- Where can I find alternatives to academic-research-skills or probity?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and probity alternatives (academic-research-skills markdown twin, probity 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 probity?
- academic-research-skills: Very active. probity: 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 academic-research-skills and probity?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; probity trust report.