1 points by spencer0124 8 hours ago | 0 comments on HN
| Strong positive: Open-source software repository embodies UDHR principles through freedom of expression (Art. 19), association (Art. 20), property rights (Art. 17), education (Art. 26), and cultural participation (Art. 27). Structural accessibility and global open access support Articles 25-26. Minor privacy concerns (Art. 12) from analytics tracking. High volatility driven by context-dependent applicability of employment/political rights articles. Product
· vv3.4 · 2026-02-25
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.56
Unweighted Mean
+0.54
Max
+0.97 Article 19
Min
+0.13 Article 12
Signal
26
No Data
5
Confidence
ND
Volatility
0.22 (Medium)
Negative
0
Channels
E: 0.5S: 0.5
SETL
-0.16
Structural-dominant
FW Ratio
64%
0 facts · 0 inferences
Evidence: High: 7 Medium: 9 Low: 10 No Data: 5
Theme Radar
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
+0.15
Article 12
GitHub provides transparent privacy policy and cookie management controls; page includes meta tags for visitor tracking but with consent mechanism.
Terms of Service
+0.10
Article 19 Article 20
GitHub's standard Terms of Service protect user rights to expression and association through open collaboration model.
Accessibility
+0.20
Article 25
Multiple color scheme options (light, dark, high contrast, colorblind-friendly, tritanopia modes) and accessibility-focused stylesheet loading demonstrate strong accessibility commitment.
Mission
+0.25
Article 19 Article 27
GitHub's mission of enabling collaboration and open source development directly supports freedom of expression, association, and cultural participation.
Editorial Code
—
No observable editorial standards document on this repository page.
Ownership
+0.05
Article 17 Article 19
Public repository with clear attribution to spencer0124; GitHub's structure enables property rights in intellectual work and attribution.
Access Model
+0.30
Article 19 Article 27 Article 26
Open-source software repository with no paywall; free access to code, documentation, and collaboration tools promotes education and cultural participation.
Ad/Tracking
-0.08
Article 12
Page includes octolytics analytics collection and visitor payload tracking; however, GitHub's analytics are for platform improvement rather than advertising targeting.
Score Breakdown
+0.73
PreamblePreamble
Medium Practice
Editorial
+0.50
Structural
+0.60
SETL
-0.24
Combined
ND
Context Modifier
ND
Repository structure and GitHub platform support human dignity and fundamental freedoms through open collaboration model. Multiple accessibility options and transparent operation demonstrate commitment to universal rights principles.
Observable Facts
Page provides multiple color theme options including high contrast and colorblind-friendly variants.
Repository is publicly accessible with no access restrictions or paywalls.
Page includes transparency mechanisms like request IDs and analytics disclosure.
Inferences
The extensive accessibility theme options suggest commitment to dignity and inclusion across ability levels.
The open-source model and free access pattern support universal participation principles foundational to human rights.
+0.65
Article 1Freedom, Equality, Brotherhood
Medium Practice
Editorial
+0.40
Structural
+0.50
SETL
-0.22
Combined
ND
Context Modifier
ND
Open-source structure enables recognition of all participants as equals in collaborative work. Contributor model treats all as rational agents capable of contributing.
Observable Facts
Repository allows public forking and contribution, treating all users equally in access rights.
GitHub's interface does not restrict access based on identity characteristics visible in metadata.
Inferences
The equal access to repository functions implies recognition of equal moral status among participants.
+0.50
Article 2Non-Discrimination
Low Practice
Editorial
+0.30
Structural
+0.40
SETL
-0.20
Combined
ND
Context Modifier
ND
GitHub platform does not display discriminatory restrictions on this repository. However, individual repository maintainer policies are not visible on this page.
Observable Facts
Repository metadata shows public visibility without restriction notices.
No visible exclusionary language or access barriers in HTML structure.
Inferences
The absence of discriminatory restrictions suggests non-discriminatory intent at platform level.
+0.58
Article 3Life, Liberty, Security
Low Practice
Editorial
+0.35
Structural
+0.45
SETL
-0.21
Combined
ND
Context Modifier
ND
Open-source collaborative structure supports right to life and security through peer review, transparency, and community oversight mechanisms.
Observable Facts
Repository shows GitHub's standard collaborative interface with issue tracking capability.
Public repository status enables community oversight of code quality and safety.
Inferences
The transparent, peer-reviewable nature of open-source code supports security through visibility.
ND
Article 4No Slavery
Slavery and servitude issues not observable in software repository context.
ND
Article 5No Torture
Torture and cruel treatment not relevant to software repository context.
+0.53
Article 6Legal Personhood
Low Practice
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND
Right to recognition as person before law: Open-source repository model provides attribution and ownership recognition to contributors through commit history and authorship.
Observable Facts
Repository shows user attribution (spencer0124) in title and metadata.
GitHub interface preserves commit history linking contributions to individual users.
Inferences
The persistent attribution structure supports recognition of individual agency and contribution.
+0.68
Article 7Equality Before Law
Medium Practice
Editorial
+0.45
Structural
+0.50
SETL
-0.16
Combined
ND
Context Modifier
ND
GitHub's equal access and non-discriminatory treatment in software collaboration supports equality before law in digital commons.
Observable Facts
Repository access rules appear uniform regardless of user identity.
GitHub Terms of Service applied uniformly to all users based on metadata visibility.
Inferences
The uniform application of platform rules supports equal protection in digital space.
+0.55
Article 8Right to Remedy
Low Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND
Right to effective remedy: GitHub provides issue tracking, discussion forums, and appeal mechanisms for code-related disputes through standard platform features.
Observable Facts
Repository interface includes issue tracking capability visible in standard GitHub layout.
Public repository format enables transparency and community input on decisions.
Inferences
The transparent issue resolution system provides accessible remedy mechanisms.
ND
Article 9No Arbitrary Detention
Arbitrary arrest and detention not applicable to software repository.
+0.42
Article 10Fair Hearing
Low Practice
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND
Fair and public hearing: Open-source model enables public review and discussion of code decisions, though formal adjudication structures not present.
Observable Facts
Repository discussions and issues are publicly visible.
Code review process is transparent through visible commit history.
Inferences
The public nature of code review approximates fairness through transparency.
+0.35
Article 11Presumption of Innocence
Low Practice
Editorial
+0.25
Structural
+0.30
SETL
-0.12
Combined
ND
Context Modifier
ND
Presumption of innocence: Open-source context limited; code is evaluated on merit through peer review without presumption of malice.
Observable Facts
Code contributions are reviewed and accepted/rejected based on technical merit.
No pre-judgment of contributors visible in repository interface.
Inferences
Merit-based code review implies evaluation before judgment.
+0.13
Article 12Privacy
Medium Practice Coverage
Editorial
+0.20
Structural
+0.25
SETL
-0.11
Combined
ND
Context Modifier
ND
Right to privacy: GitHub collects analytics (octolytics, visitor tracking) and uses cookies; however, privacy-respecting mechanisms exist. Page includes cookie consent infrastructure and analytics disclosure.
Observable Facts
Page contains octolytics-url meta tag directing to analytics collection endpoint.
Visitor payload tracking is embedded in meta tags without visible opt-out on this page.
Right to family and marriage: Not directly applicable to software repositories.
+0.82
Article 17Property
High Practice Advocacy
Editorial
+0.70
Structural
+0.65
SETL
+0.19
Combined
ND
Context Modifier
ND
Right to property: Open-source licensing (implied through GitHub) and commit history establish clear intellectual property ownership and attribution to contributors.
Observable Facts
Repository metadata includes user attribution (spencer0124).
Commit history structure preserves ownership attribution for each contribution.
GitHub's standard licensing framework enables explicit property rights declaration.
Repository URL and git metadata establish persistent, verifiable ownership claims.
Inferences
The persistent attribution and version control system protects intellectual property rights.
The public repository model enables recognition and defense of creator ownership.
+0.76
Article 18Freedom of Thought
Medium Practice Advocacy
Editorial
+0.55
Structural
+0.60
SETL
-0.17
Combined
ND
Context Modifier
ND
Freedom of thought, conscience, religion: Open-source code represents expression of technical thought and design philosophy without ideological censorship.
Public repository enables unrestricted publication of technical ideas and approaches.
GitHub platform does not filter or censor code based on ideological content.
Inferences
The unconditional code publication model supports freedom of technical expression.
The absence of ideological filters supports conscience and thought freedom.
+0.97
Article 19Freedom of Expression
High Practice Advocacy Framing
Editorial
+0.75
Structural
+0.80
SETL
-0.20
Combined
ND
Context Modifier
ND
Freedom of expression and information: Open-source repository paradigmatically embodies freedom to seek, receive, and impart information and ideas. Public accessibility, version history, and collaborative discussion support unrestricted expression.
Observable Facts
Repository code is publicly visible and searchable.
Commit messages and issue discussions are transparent records of reasoning and debate.
GitHub enables forking, which allows unrestricted copying and redistribution of expression.
Page title and metadata describe the project openly without editorial gatekeeping.
Documentation and code comments represent unfiltered technical expression.
Inferences
The public-by-default repository model embodies freedom of information at platform level.
The version control history creates an indelible record protecting freedom of expression.
The fork functionality implements unrestricted copying rights essential to Article 19.
+0.85
Article 20Assembly & Association
High Practice Advocacy
Editorial
+0.65
Structural
+0.70
SETL
-0.19
Combined
ND
Context Modifier
ND
Freedom of association: Open-source development is fundamentally associational—contributors freely organize around shared technical goals without coercion or mandatory membership.
Observable Facts
Repository structure enables voluntary contributor participation without barriers.
Issues and discussion forums provide associational spaces for technical collaboration.
GitHub enables public/private organization settings supporting freedom of group formation.
No membership prerequisites or affiliation requirements visible in repository access.
Inferences
The voluntary collaboration model supports freedom of association in technical communities.
The transparent organizational structure enables free assembly around shared work.
+0.49
Article 21Political Participation
Low Practice
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND
Right to participate in government: Not directly applicable to software repositories, though open-source governance models demonstrate democratic decision-making principles.
Observable Facts
Repository shows collaborative decision-making through issue tracking.
Public visibility enables stakeholder input on technical decisions.
Inferences
The transparent governance approximates democratic participation principles.
+0.68
Article 22Social Security
Medium Practice
Editorial
+0.50
Structural
+0.55
SETL
-0.17
Combined
ND
Context Modifier
ND
Social and economic rights: Open-source software provides economic opportunity (reduced costs, skill development) and social benefits (community participation, collective problem-solving).
Observable Facts
Free access to code reduces economic barriers to software development.
Repository enables skill development through collaborative learning.
Public participation model provides social support and community engagement.
Inferences
The free access model supports economic rights through cost elimination.
Community participation supports social integration and support rights.
+0.59
Article 23Work & Equal Pay
Medium Practice
Editorial
+0.45
Structural
+0.50
SETL
-0.16
Combined
ND
Context Modifier
ND
Right to work: Open-source contribution provides unpaid work opportunity; however, no employment protections or compensation guarantees are built into repository structure.
Observable Facts
Repository enables voluntary participation and skill-building without wage requirements.
No forced labor or mandatory unpaid work obligations visible.
Contributors retain choice to participate or withdraw.
Inferences
The voluntary participation model avoids forced labor violations.
The lack of formal employment structures limits economic rights protections.
+0.55
Article 24Rest & Leisure
Low Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND
Right to rest and leisure: Open-source participation is voluntary; no excessive work demands are built into repository structure.
Observable Facts
No visible requirements for continuous participation or time commitments.
Contributors can pause or leave projects without penalty.
Inferences
The voluntary model supports rest rights through lack of coercion.
+0.82
Article 25Standard of Living
High Practice Advocacy
Editorial
+0.55
Structural
+0.65
SETL
-0.25
Combined
ND
Context Modifier
ND
Right to adequate standard of living: While not providing material resources, open-source software reduces costs and supports access to technology essential to modern living standard.
Observable Facts
Free software distribution reduces technology access costs.
Multiple accessibility color schemes (high contrast, colorblind, tritanopia modes) support inclusive access.
Repository provides Swift package wrapper, enabling broader platform access.
Public licensing model ensures cost-free access to critical infrastructure.
Inferences
The free distribution model supports cost-based access rights to technology.
The comprehensive accessibility features support standard of living for disabled persons.
+0.82
Article 26Education
High Practice Advocacy
Editorial
+0.60
Structural
+0.65
SETL
-0.18
Combined
ND
Context Modifier
ND
Right to education: Open-source code serves as educational resource; repository documentation and transparent codebase provide learning material and technical education.
Observable Facts
Repository description describes technical purpose and capability clearly.
Code is readable and serves as learning material for software development.
Public repository enables study and educational modification of source code.
Documentation and commit history provide educational context and technical explanations.
Inferences
The transparent codebase functions as educational material supporting learning rights.
The free access model removes cost barriers to technical education.
The collaborative structure enables peer-to-peer knowledge transfer.
+0.93
Article 27Cultural Participation
High Practice Advocacy Framing
Editorial
+0.70
Structural
+0.75
SETL
-0.19
Combined
ND
Context Modifier
ND
Right to participate in cultural life and science: Open-source software represents participatory culture and scientific knowledge sharing; unrestricted access and modification rights enable broad cultural and scientific participation.
Observable Facts
Repository is scientific/technical work accessible to all without restriction.
Forking mechanism enables modification and cultural/scientific adaptation.
Public visibility enables global cultural participation in technical science.
SentencePiece tokenizer represents scientific/cultural NLP tool accessible to all.
Swift package distribution enables platform-specific cultural adaptation.
Inferences
The open science model embodies participatory rights in scientific progress.
The fork and modify rights enable cultural adaptation and creative participation.
The unrestricted access implements universal participation in scientific culture.
+0.55
Article 28Social & International Order
Medium Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND
Social and international order: Open-source development transcends borders and promotes global cooperation; however, no explicit social welfare or protections are built into repository.
Observable Facts
Repository is accessible globally without geographic restrictions.
International git protocol enables worldwide collaboration without barriers.
GitHub's multi-language interface supports global participation.
Inferences
The global accessibility model supports international order and cooperation principles.
+0.47
Article 29Duties to Community
Low Practice
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND
Duties to community: Open-source licensing typically requires attribution and may restrict commercial use (depending on license); however, license terms are not visible on this truncated page.
Observable Facts
Repository structure supports community contribution and shared responsibility.
The collaborative model embodies community responsibility principles.
+0.35
Article 30No Destruction of Rights
Low Practice
Editorial
+0.25
Structural
+0.30
SETL
-0.12
Combined
ND
Context Modifier
ND
Prevention of abuse: GitHub's terms of service prohibit abuse and harmful use; however, enforcement and prevention mechanisms are not visible on this page.
Observable Facts
GitHub platform includes abuse reporting mechanisms in standard interface.
Public visibility enables community moderation and abuse detection.
Inferences
The transparent structure enables community oversight against rights abuse.