Comparison
academic-research-skills vs prompt-patterns
Verdict
Pick academic-research-skills when tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research; pick prompt-patterns when requirements: The repository does not specify system requirements.; Details about compatible AI models, frameworks, and the expected environment setup remain unspecified in the provided information..
Markdown twin · academic-research-skills alternatives · prompt-patterns alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | academic-research-skills | prompt-patterns |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (1278d since push) As of Sep 20, 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 20, 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 11, 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
- prompt-patterns
- Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt
Stars
- academic-research-skills
- 49k
- prompt-patterns
- 3.1k
Forks
- academic-research-skills
- 3.8k
- prompt-patterns
- 198
Open issues
- academic-research-skills
- 35
- prompt-patterns
- 0
Language
- academic-research-skills
- Python
- prompt-patterns
- -
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.
- prompt-patterns
- -
Persona
- academic-research-skills
- -
- prompt-patterns
- -
Runtime
- academic-research-skills
- -
- prompt-patterns
- -
License
- academic-research-skills
- Other
- prompt-patterns
- -
Last pushed
- academic-research-skills
- Sep 19, 2026
- prompt-patterns
- Mar 22, 2023
Categories
- academic-research-skills
- Developer Tools, Evaluation & Observability
- prompt-patterns
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- prompt-patterns
- Dormant (18%)
Days since push
- academic-research-skills
- 0d
- prompt-patterns
- 1278d
Open issues (now)
- academic-research-skills
- 35
- prompt-patterns
- 0
Stars delta
- academic-research-skills
- +9.0k (30d)
- prompt-patterns
- -4 (30d)
Open issues delta
- academic-research-skills
- +14 (30d)
- prompt-patterns
- 0 (30d)
Full report
- academic-research-skills
- Trust report
- prompt-patterns
- Trust report
Choose academic-research-skills if…
- Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research.
- Also covers Developer Tools.
- 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 prompt-patterns if…
- Requirements: The repository does not specify system requirements.; Details about compatible AI models, frameworks, and the expected environment setup remain unspecified in the provided information..
- Tags unique to prompt-patterns: chatgpt, github-copilot, stable-diffusion.
- Also covers LLM Frameworks.
- Use prompt-patterns for designing structured prompts to guide AI thinking in specific frameworks when working on projects that require maintaining a clear cognitive structure.
When NOT to use prompt-patterns
- Avoid prompt-patterns for real-time applications or situations requiring dynamic, contextually adaptive prompts, as it might lack flexibility compared to more generalized frameworks.
- Do not use if your project's requirements revolve around innovative and unstructured AI interactions; this tool is best for structured environments.
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 (phodal/prompt-patterns) · observed Sep 20, 2026
- GitHub forks (phodal/prompt-patterns) · observed Sep 20, 2026
- Last push (phodal/prompt-patterns) · observed Mar 22, 2023
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 49k · prompt-patterns 3.1k (synced Sep 20, 2026).
Common questions
- What is the difference between academic-research-skills and prompt-patterns?
- academic-research-skills: Workflow for academic research and writing with AI tools. prompt-patterns: Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over prompt-patterns?
- Choose academic-research-skills over prompt-patterns when Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research; Also covers Developer Tools; Research projects requiring detailed literature reviews.
- When should I choose prompt-patterns over academic-research-skills?
- Choose prompt-patterns over academic-research-skills when Requirements: The repository does not specify system requirements.; Details about compatible AI models, frameworks, and the expected environment setup remain unspecified in the provided information.; Tags unique to prompt-patterns: chatgpt, github-copilot, stable-diffusion; Also covers LLM Frameworks; Use prompt-patterns for designing structured prompts to guide AI thinking in specific frameworks when working on projects that require maintaining a clear cognitive structure.
- 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 prompt-patterns?
- Avoid prompt-patterns for real-time applications or situations requiring dynamic, contextually adaptive prompts, as it might lack flexibility compared to more generalized frameworks. Do not use if your project's requirements revolve around innovative and unstructured AI interactions; this tool is best for structured environments.
- Is academic-research-skills or prompt-patterns more popular on GitHub?
- academic-research-skills has more GitHub stars (48,777 vs 3,091). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and prompt-patterns open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to academic-research-skills or prompt-patterns?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and prompt-patterns alternatives (academic-research-skills markdown twin, prompt-patterns 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 prompt-patterns?
- academic-research-skills: Very active. prompt-patterns: 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 prompt-patterns?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; prompt-patterns trust report.