Comparison
awesome-deliberative-prompting vs tutor-gpt
Verdict
Pick awesome-deliberative-prompting if awesome Deliberative Prompting is a curated collection focused on techniques and strategies for prompting large language models to produce reliable reasoning and make reason-responsive decisions; pick tutor-gpt if tutor-gpt - AI tutor with Theory-of-Mind for personalized education.
Markdown twin · awesome-deliberative-prompting alternatives · tutor-gpt alternatives
GraphCanon updated 5d
vs
Trust & integrity
| Signal | awesome-deliberative-prompting | tutor-gpt |
|---|---|---|
| Maintenance | Archived (548d since push) As of 2w · github_public_v1 | Slowing (175d since push) As of 5d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 5d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- awesome-deliberative-prompting
- Curated collection of resources on deliberative prompting for reliable reasoning with LLMs
- tutor-gpt
- AI tutor powered by Theory-of-Mind reasoning
Stars
- awesome-deliberative-prompting
- 124
- tutor-gpt
- 921
Forks
- awesome-deliberative-prompting
- 8
- tutor-gpt
- 99
Open issues
- awesome-deliberative-prompting
- 0
- tutor-gpt
- 4
Language
- awesome-deliberative-prompting
- -
- tutor-gpt
- TypeScript
Adopt for
- awesome-deliberative-prompting
- Awesome Deliberative Prompting is a curated collection focused on techniques and strategies for prompting large language models to produce reliable reasoning and make reason-responsive decisions.
- tutor-gpt
- tutor-gpt - AI tutor with Theory-of-Mind for personalized education
Persona
- awesome-deliberative-prompting
- -
- tutor-gpt
- -
Runtime
- awesome-deliberative-prompting
- -
- tutor-gpt
- -
License
- awesome-deliberative-prompting
- CC0-1.0
- tutor-gpt
- GPL-3.0
Last pushed
- awesome-deliberative-prompting
- Feb 3, 2025
- tutor-gpt
- Feb 20, 2026
Categories
- awesome-deliberative-prompting
- LLM Frameworks
- tutor-gpt
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- awesome-deliberative-prompting
- Archived (8%)
- tutor-gpt
- Slowing (36%)
Days since push
- awesome-deliberative-prompting
- 548d
- tutor-gpt
- 175d
Archived on GitHub
- awesome-deliberative-prompting
- Yes
- tutor-gpt
- No
Open issues (now)
- awesome-deliberative-prompting
- 0
- tutor-gpt
- 4
Stars delta
- awesome-deliberative-prompting
- Unknown
- tutor-gpt
- +8 (30d)
Open issues delta
- awesome-deliberative-prompting
- Unknown
- tutor-gpt
- 0 (30d)
Full report
- awesome-deliberative-prompting
- Trust report
- tutor-gpt
- Trust report
Choose awesome-deliberative-prompting if…
- License: awesome-deliberative-prompting is CC0-1.0, tutor-gpt is GPL-3.0.
- Requirements: This repository does not specify any particular language requirements as it is an information resource. However, understanding the core concepts of prompting in.
- Tags unique to awesome-deliberative-prompting: chain-of-thought, deliberation.
- - When you need specific guidance and resources for implementing deliberative prompting in your project to enhance the reliability of reasoning produced by LLMs.
When NOT to use awesome-deliberative-prompting
- - If you are looking for a comprehensive framework or software library to directly integrate into your application; Awesome Deliberative Prompting is an information resource rather than a software kit
- - When seeking direct implementation assistance for specific programming challenges related to LLMs. This tool focuses on conceptual guidance and doesn't provide code snippets or technical support.
Choose tutor-gpt if…
- License: tutor-gpt is GPL-3.0, awesome-deliberative-prompting is CC0-1.0.
- Tags unique to tutor-gpt: ai, education, hacktoberfest, literacy.
- Also covers Evaluation & Observability.
- tutor-gpt ships Docker support for self-hosted deployment.
- For creating an educational experience that adapts to the cognitive and emotional state of students
When NOT to use tutor-gpt
- If looking for a tool focused solely on content delivery without personalized reasoning capabilities
- Projects requiring closed-source or proprietary licensing, as tutor-gpt uses the GPL-3.0 open-source license
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (logikon-ai/awesome-deliberative-prompting) · observed Aug 6, 2026
- GitHub forks (logikon-ai/awesome-deliberative-prompting) · observed Aug 6, 2026
- Last push (logikon-ai/awesome-deliberative-prompting) · observed Feb 3, 2025
- License file (CC0-1.0) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (plastic-labs/tutor-gpt) · observed Aug 15, 2026
- GitHub forks (plastic-labs/tutor-gpt) · observed Aug 15, 2026
- Last push (plastic-labs/tutor-gpt) · observed Feb 20, 2026
- License file (GPL-3.0) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-deliberative-prompting 124 · tutor-gpt 921 (synced Aug 6, 2026).
Common questions
- What is the difference between awesome-deliberative-prompting and tutor-gpt?
- awesome-deliberative-prompting: Curated collection of resources on deliberative prompting for reliable reasoning with LLMs. tutor-gpt: AI tutor powered by Theory-of-Mind reasoning. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-deliberative-prompting over tutor-gpt?
- Choose awesome-deliberative-prompting over tutor-gpt when License: awesome-deliberative-prompting is CC0-1.0, tutor-gpt is GPL-3.0; Requirements: This repository does not specify any particular language requirements as it is an information resource. However, understanding the core concepts of prompting in; Tags unique to awesome-deliberative-prompting: chain-of-thought, deliberation; - When you need specific guidance and resources for implementing deliberative prompting in your project to enhance the reliability of reasoning produced by LLMs.
- When should I choose tutor-gpt over awesome-deliberative-prompting?
- Choose tutor-gpt over awesome-deliberative-prompting when License: tutor-gpt is GPL-3.0, awesome-deliberative-prompting is CC0-1.0; Tags unique to tutor-gpt: ai, education, hacktoberfest, literacy; Also covers Evaluation & Observability; tutor-gpt ships Docker support for self-hosted deployment; For creating an educational experience that adapts to the cognitive and emotional state of students.
- When should I avoid awesome-deliberative-prompting?
- - If you are looking for a comprehensive framework or software library to directly integrate into your application; Awesome Deliberative Prompting is an information resource rather than a software kit - When seeking direct implementation assistance for specific programming challenges related to LLMs. This tool focuses on conceptual guidance and doesn't provide code snippets or technical support.
- When should I avoid tutor-gpt?
- If looking for a tool focused solely on content delivery without personalized reasoning capabilities Projects requiring closed-source or proprietary licensing, as tutor-gpt uses the GPL-3.0 open-source license
- Is awesome-deliberative-prompting or tutor-gpt more popular on GitHub?
- tutor-gpt has more GitHub stars (921 vs 124). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-deliberative-prompting and tutor-gpt open source?
- Yes - both are open-source projects on GitHub (awesome-deliberative-prompting: CC0-1.0, tutor-gpt: GPL-3.0).
- Where can I find alternatives to awesome-deliberative-prompting or tutor-gpt?
- GraphCanon lists graph-backed alternatives at awesome-deliberative-prompting alternatives and tutor-gpt alternatives (awesome-deliberative-prompting markdown twin, tutor-gpt 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, awesome-deliberative-prompting or tutor-gpt?
- awesome-deliberative-prompting: Archived. tutor-gpt: 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 awesome-deliberative-prompting and tutor-gpt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-deliberative-prompting trust report; tutor-gpt trust report.