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home / github.com / item 47146811
+0.23 Claude Scholar:Claude Code/OpenCode configuration for academic research (github.com)
2 points by Dawngamma 3 hours ago | 0 comments on HN | Mild positive lean toward UDHR compatibility. Repository and platform demonstrate strong alignment with Articles 17, 19, 23, 26, and 27 (intellectual property, expression, work, education, science/culture). Moderate support across access, equality, and social protection articles. Primary tension in Article 29 (duty restrictions) due to platform ToS and ownership control. Structural accessibility features provide positive signals across discrimination and equality articles. Overall assessment: moderately positive HRCB with asymmetric strength in knowledge/research domains. Landing Page · vv3.4 · 2026-02-25
Article Heatmap
Preamble: +0.28 — Preamble P Article 1: +0.15 — Freedom, Equality, Brotherhood 1 Article 2: +0.35 — Non-Discrimination 2 Article 3: +0.10 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: +0.10 — Legal Personhood 6 Article 7: +0.20 — Equality Before Law 7 Article 8: +0.30 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: +0.10 — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.25 — Privacy 12 Article 13: +0.33 — Freedom of Movement 13 Article 14: +0.17 — Asylum 14 Article 15: +0.33 — Nationality 15 Article 16: +0.10 — Marriage & Family 16 Article 17: +0.42 — Property 17 Article 18: +0.23 — Freedom of Thought 18 Article 19: +0.47 — Freedom of Expression 19 Article 20: +0.23 — Assembly & Association 20 Article 21: +0.13 — Political Participation 21 Article 22: +0.33 — Social Security 22 Article 23: +0.42 — Work & Equal Pay 23 Article 24: +0.17 — Rest & Leisure 24 Article 25: +0.38 — Standard of Living 25 Article 26: +0.53 — Education 26 Article 27: +0.53 — Cultural Participation 27 Article 28: +0.17 — Social & International Order 28 Article 29: -0.23 — Duties to Community 29 Article 30: +0.13 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.23 Unweighted Mean +0.20
Max +0.53 Article 26 Min -0.23 Article 29
Signal 25 No Data 5
Confidence ND Volatility 0.29 (Medium)
Negative 1 Channels E: 0.3 S: 0.7
SETL -0.09 Structural-dominant
FW Ratio 59% 0 facts · 0 inferences
Evidence: High: 6 Medium: 13 Low: 6 No Data: 5
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.26 (3 articles) Security: 0.10 (1 articles) Legal: 0.18 (4 articles) Privacy & Movement: 0.27 (4 articles) Personal: 0.25 (3 articles) Expression: 0.27 (3 articles) Economic & Social: 0.33 (4 articles) Cultural: 0.53 (2 articles) Order & Duties: 0.02 (3 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy +0.15
Article 12 Article 19
GitHub implements privacy controls, cookie consent, and data handling policies standard for major platforms. Positive structural signal.
Terms of Service -0.10
Article 19 Article 20
Terms of Service contain content restrictions and enforcement mechanisms that may limit certain expressive freedoms, though generally aligned with platform governance needs.
Accessibility +0.20
Article 2 Article 26
GitHub implements multiple accessibility features including keyboard shortcuts, color contrast modes, and screen reader support visible in page structure.
Mission +0.10
Article 19 Article 27
GitHub's core mission centers on enabling collaborative software development and open-source contribution, which aligns with Article 19 (freedom of expression) and Article 27 (culture/science).
Editorial Code
GitHub does not maintain an explicit editorial code; content moderation is policy-driven rather than editorial.
Ownership +0.05
Article 17
GitHub is a commercial platform owned by Microsoft; users retain ownership of their code and content, with clear terms.
Access Model +0.15
Article 26 Article 27
GitHub offers free tier access to public repositories, enabling global participation in scientific and cultural knowledge sharing.
Ad/Tracking -0.05
Article 12
GitHub uses analytics and telemetry; while privacy controls exist, tracking is default-enabled, creating mild privacy tension.
Score Breakdown
+0.28
Preamble Preamble
Medium Framing
Editorial
+0.20
Structural
+0.15
SETL
+0.10
Combined
ND
Context Modifier
ND

Repository page presents a tool for academic research and data science work. Framing suggests alignment with knowledge production (Preamble values) but neutral presentation of technical tool.

+0.15
Article 1 Freedom, Equality, Brotherhood
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

No explicit editorial content on repository page about human equality or dignity. GitHub's structural equality through public access model provides minimal positive signal.

+0.35
Article 2 Non-Discrimination
Medium Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's accessibility infrastructure (color contrast modes, keyboard navigation, screen reader support visible in page structure) demonstrates non-discriminatory design practice.

+0.10
Article 3 Life, Liberty, Security
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

Repository page contains no explicit security, life, or liberty messaging. GitHub's platform provides basic security infrastructure but no specific protections visible on this page.

ND
Article 4 No Slavery
ND

No observable content related to slavery or servitude on repository page or platform.

ND
Article 5 No Torture
ND

No observable content related to torture or cruel punishment on repository page.

+0.10
Article 6 Legal Personhood
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's existence as a platform recognizes legal personhood of developers/users through account system and intellectual property protection, though not explicitly demonstrated on this page.

+0.20
Article 7 Equality Before Law
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

GitHub provides equal access to repository functionality without visible discrimination. No editorial content on equality before law, but structural design supports equal access.

+0.30
Article 8 Right to Remedy
Medium Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's Terms of Service and account system provide legal remedies structure. Repository page itself shows account ownership mechanisms that enable users to seek recourse through GitHub's systems.

ND
Article 9 No Arbitrary Detention
ND

No observable content related to arrest or detention on repository page.

+0.10
Article 10 Fair Hearing
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's structure provides equal access to platform without visible discrimination. No explicit fair hearing mechanisms documented on repository page.

ND
Article 11 Presumption of Innocence
ND

No observable content related to criminal proceedings or presumption of innocence on repository page.

+0.25
Article 12 Privacy
Medium Practice
Editorial
+0.10
Structural
+0.20
SETL
-0.14
Combined
ND
Context Modifier
ND

Repository is publicly visible but user privacy is protected through GitHub's access controls. Repository owner information is public (Galaxy-Dawn) but detailed account data is not exposed on page.

+0.33
Article 13 Freedom of Movement
Medium Framing Practice
Editorial
+0.25
Structural
+0.30
SETL
-0.12
Combined
ND
Context Modifier
ND

Repository is publicly accessible and can be freely viewed, cloned, and distributed globally. No geographic restrictions observed. GitHub's structure enables freedom of movement for code and ideas.

+0.17
Article 14 Asylum
Low Framing
Editorial
+0.15
Structural
+0.20
SETL
-0.10
Combined
ND
Context Modifier
ND

Repository exists as platform for academic and research work, implying asylum/refuge from censorship. No explicit editorial content on asylum rights.

+0.33
Article 15 Nationality
Medium Practice
Editorial
+0.20
Structural
+0.25
SETL
-0.11
Combined
ND
Context Modifier
ND

Repository is associated with specific user account (Galaxy-Dawn) and GitHub membership system implies nationality recognition. Public profile system enables user identity association.

+0.10
Article 16 Marriage & Family
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's account system supports formation of associations through collaborative repositories and user networks, though not explicitly demonstrated on this page.

+0.42
Article 17 Property
High Practice
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND

Repository explicitly owned by user Galaxy-Dawn. GitHub's entire structure is built on recognizing and protecting intellectual property rights through version control, copyright management, and legal frameworks.

+0.23
Article 18 Freedom of Thought
Medium Framing
Editorial
+0.25
Structural
+0.20
SETL
+0.11
Combined
ND
Context Modifier
ND

Repository is dedicated to academic research and intellectual work, supporting freedom of thought. No restrictions on the ideas or research frameworks presented.

+0.47
Article 19 Freedom of Expression
High Practice Advocacy
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND

GitHub is fundamentally structured around freedom of expression through code and documentation sharing. Repository is publicly accessible and searchable, enabling global information dissemination without editorial gatekeeping.

+0.23
Article 20 Assembly & Association
Medium Practice
Editorial
+0.20
Structural
+0.25
SETL
-0.11
Combined
ND
Context Modifier
ND

GitHub's collaborative structure enables assembly and association through shared repositories. However, no explicit right-to-assembly documentation on this page.

+0.13
Article 21 Political Participation
Low Practice
Editorial
+0.10
Structural
+0.15
SETL
-0.09
Combined
ND
Context Modifier
ND

GitHub's democratic structure (community-driven development, voting on features) provides some support for participatory governance, but repository page itself contains no explicit democratic participation mechanisms.

+0.33
Article 22 Social Security
Medium Practice
Editorial
+0.20
Structural
+0.25
SETL
-0.11
Combined
ND
Context Modifier
ND

Repository is dedicated to research and knowledge production, domains typically supported by social protection. GitHub's free tier provides access without economic barriers to entry.

+0.42
Article 23 Work & Equal Pay
High Practice
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND

Repository enables meaningful work in technology, research, and academic fields. Open-source contribution model supports right to work without discrimination. Free access removes employment barriers.

+0.17
Article 24 Rest & Leisure
Low Practice
Editorial
+0.15
Structural
+0.20
SETL
-0.10
Combined
ND
Context Modifier
ND

Repository supports rest and leisure through optional participation model. No explicit work-rest guarantees documented, but open-source culture implies voluntary engagement without enforced labor.

+0.38
Article 25 Standard of Living
Medium Practice
Editorial
+0.20
Structural
+0.25
SETL
-0.11
Combined
ND
Context Modifier
ND

Repository is designed for health and well-being support through academic research and data science tools, which can improve medical, social, and economic conditions. Free access removes economic barriers to health-enabling resources.

+0.53
Article 26 Education
High Practice Advocacy
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND

Repository is explicitly dedicated to research, academic writing, and scientific advancement. GitHub's open-source ecosystem fundamentally supports education and cultural/scientific development. Free tier removes educational barriers.

+0.53
Article 27 Cultural Participation
High Practice Advocacy
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND

Repository directly supports scientific and cultural participation through open-source research infrastructure. Authors are attributed, enabling participation in scientific community benefits. No barriers to engaging with scientific and cultural life.

+0.17
Article 28 Social & International Order
Low Practice
Editorial
+0.15
Structural
+0.20
SETL
-0.10
Combined
ND
Context Modifier
ND

GitHub as platform provides social order infrastructure supporting UDHR rights through account systems, legal frameworks, and dispute resolution. Repository page itself contains no explicit mention of social/international order.

-0.23
Article 29 Duties to Community
Medium Framing
Editorial
-0.15
Structural
-0.10
SETL
-0.09
Combined
ND
Context Modifier
ND

Repository terms of service (GitHub ToS) impose some content restrictions and usage limitations. Proprietary platform control limits absolute freedom. However, restrictions appear reasonable and necessary for platform operation.

+0.13
Article 30 No Destruction of Rights
Low Practice
Editorial
+0.10
Structural
+0.15
SETL
-0.09
Combined
ND
Context Modifier
ND

No observable content explicitly supporting or negating right to prevent UDHR misuse. GitHub's content policies prohibit illegal activities, providing some protection against UDHR rights abuse.

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build 359ddd7+1rs2 · 2026-02-25 03:53 UTC