64 points by brentroose 3 hours ago | 16 comments on HN
| MILD POSITIVE — Repository page demonstrates structural alignment with UDHR through open-source accessibility, freedom of expression support, and non-discriminatory participation. Accessibility features (Article 25) and knowledge-sharing model (Article 19, 27) are strong positive signals. Analytics tracking and privacy concerns (Article 12) represent the primary negative offset. Overall profile reflects platform-enabled human rights enablement with data privacy trade-offs. Landing Page
· vv3.4 · 2026-02-25
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.42
Unweighted Mean
+0.38
Max
+0.70 Article 25
Min
-0.30 Article 12
Signal
20
No Data
11
Confidence
ND
Volatility
0.38 (Medium)
Negative
1
Channels
E: 0.3S: 0.7
SETL
-0.15
Structural-dominant
FW Ratio
58%
0 facts · 0 inferences
Evidence: High: 3 Medium: 13 Low: 4 No Data: 11
Theme Radar
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
+0.15
Article 12
GitHub implements privacy-preserving access controls and data handling for repository metadata; DNS prefetch and analytics present but standard for platform.
Terms of Service
-0.05
Article 2 Article 27
Standard GitHub ToS applies; no observable violations on repository page itself, but logged-out access restrictions apply.
Accessibility
+0.20
Article 25 Article 26
Multiple accessibility features present: skip-to-content link, color-blind theme options (light_colorblind, dark_colorblind, tritanopia variants), high-contrast modes, and semantic HTML structure.
Mission
+0.10
Article 19 Article 27
GitHub's platform mission centers on collaborative development and open-source sharing; repository page structure enables freedom of expression and knowledge sharing.
Editorial Code
—
No editorial code or content policy observable on this repository landing page.
Ownership
+0.05
Article 17 Article 20
Repository ownership clear (tempestphp user); public repository status supports freedom of information.
Access Model
+0.25
Article 19 Article 27
Public repository with open-source model allows unrestricted read access; supports right to participate in cultural life and access information.
Ad/Tracking
-0.10
Article 12
Octolytics analytics present (collector.github.com); visitor tracking via analytics cookies detectable in meta tags and scripts.
Score Breakdown
+0.43
PreamblePreamble
Medium Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository page structure facilitates collaborative development and knowledge exchange, supporting dignity and rights promotion. Public accessibility enables participation. Analytics and tracking introduce minor privacy concerns.
Observable Facts
Page header contains 'Skip to content' link for accessibility.
Repository is marked as public with open-source collaboration features.
Multiple color-blind and high-contrast theme options are available in CSS stylesheets.
Octolytics analytics collection script is loaded from collector.github.com.
Inferences
The accessibility features suggest commitment to equal access regardless of ability.
Public repository structure enables unrestricted knowledge sharing aligned with dignity principles.
Analytics tracking represents a structural compromise on privacy expectations.
+0.48
Article 1Freedom, Equality, Brotherhood
Medium Practice
Editorial
ND
Structural
+0.40
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure enables equal participation by contributors regardless of status; open-source model supports fundamental equality principles.
Observable Facts
Repository is publicly accessible without discriminatory access restrictions.
GitHub platform allows any user (logged-out or registered) to view and fork repositories.
No observable barriers to participation based on identity or status visible on page.
Inferences
Public repository model supports principle of equal rights for all contributors.
Open-source collaboration structure enables participation regardless of background.
+0.20
Article 2Non-Discrimination
Low Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND
Repository access restricted by logged-out status indicator; content itself does not discriminate, but platform login requirements create minor barriers to participation.
Observable Facts
Page header shows 'logged-out' status in meta tag and body class.
Description text states 'Contribute to...development by creating an account on GitHub'.
Platform requires account creation for contribution, though viewing is unrestricted.
Inferences
Account creation requirement may create barriers for users unable to register.
Read access remains non-discriminatory; contribution restrictions are functional, not discriminatory.
+0.35
Article 3Life, Liberty, Security
Low Practice
Editorial
ND
Structural
+0.30
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure supports right to life and personal security through open-source code transparency. No content threatening personal security observed.
Observable Facts
Repository contains code (100-million-row-challenge) available for public inspection.
No threatening or harmful language observable in page metadata or structure.
Inferences
Open-source code transparency enables security auditing and threat detection.
Public access supports community safety through peer review.
ND
Article 4No Slavery
No observable content related to slavery or servitude on repository page.
ND
Article 5No Torture
No observable content related to torture or cruel treatment on repository page.
ND
Article 6Legal Personhood
No observable content related to legal personhood on repository page.
+0.40
Article 7Equality Before Law
Medium Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure does not discriminate in application of rules; open-source model applies equal standards to all contributors. No observable unequal treatment.
Observable Facts
Repository follows GitHub's standard open-source licensing model.
All users face identical access and contribution rules regardless of status.
No selective enforcement or discriminatory policies observable on page.
Inferences
Equal application of open-source rules supports non-discrimination principle.
Public repository structure ensures uniform treatment of all participants.
ND
Article 8Right to Remedy
No observable content related to legal remedies on repository page.
ND
Article 9No Arbitrary Detention
No observable content related to arbitrary detention on repository page.
ND
Article 10Fair Hearing
No observable content related to fair trial or due process on repository page.
ND
Article 11Presumption of Innocence
No observable content related to criminal liability on repository page.
-0.30
Article 12Privacy
Medium Practice
Editorial
ND
Structural
-0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository page implements tracking and analytics collection without prominent user consent mechanism. Visitor tracking, analytics pixels, and data collection observable. Privacy controls exist but are not transparent on this page.
Visitor payload and HMAC metadata present for tracking purposes.
Browser stats and error reporting endpoints configured: api.github.com/_private/browser/stats.
Multiple DNS prefetch and preconnect links to external tracking domains (github.githubassets.com, avatars.githubusercontent.com).
No privacy policy or cookie consent banner observable on truncated page content.
Inferences
Analytics tracking reduces privacy without observable user control on this page.
Visitor identification via visitor_id and hmac enables tracking across sessions.
Multiple external domain connections indicate data sharing beyond user awareness.
+0.55
Article 13Freedom of Movement
Medium Practice
Editorial
ND
Structural
+0.45
SETL
ND
Combined
ND
Context Modifier
ND
Open-source repository structure enables freedom of movement and participation. Public access allows users from all locations to view and contribute. No geographic restrictions observable.
Observable Facts
Repository is publicly accessible without geographic IP restrictions.
No country-specific access controls or geolocking observed.
Open-source model enables participation from international contributors.
Inferences
Public repository structure supports freedom of movement principles through borderless access.
International collaboration features enable participation regardless of location.
+0.48
Article 14Asylum
Medium Practice
Editorial
ND
Structural
+0.40
SETL
ND
Combined
ND
Context Modifier
ND
Public repository structure provides sanctuary through open access and non-discriminatory participation. No persecution or exclusion mechanisms observable. Open-source model supports refuge through community protection.
Observable Facts
Repository is publicly accessible to all without persecution or exclusion.
GitHub platform provides non-discriminatory open-source community environment.
No observable barriers to asylum or sanctuary within repository structure.
Inferences
Open-source community model provides form of sanctuary through collaborative protection.
Public repository access supports asylum through knowledge sharing.
+0.43
Article 15Nationality
Medium Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure supports nationality rights through open international participation. No restrictions on contributors based on nationality observable. Platform enables equal participation regardless of national origin.
Observable Facts
Repository accepts contributions from users without nationality restrictions.
GitHub platform serves international user base without discrimination.
No country-based access controls or exclusions observable on page.
Inferences
Open-source model supports right to nationality through equal participation.
International collaboration structure respects nationality neutrality.
+0.35
Article 16Marriage & Family
Low Practice
Editorial
ND
Structural
+0.30
SETL
ND
Combined
ND
Context Modifier
ND
Repository page does not contain observable content about marriage or family rights. Generic open-source structure has minimal relevance to this article.
Observable Facts
No observable content related to marriage, family, or domestic arrangements on page.
Inferences
Repository structure is neutral to family and marriage rights.
+0.58
Article 17Property
Medium Practice
Editorial
ND
Structural
+0.50
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure supports property rights through open-source licensing model. Clear ownership attribution to tempestphp user. Intellectual property protections provided through GitHub's open-source framework.
Public repository structure respects creator's right to control work.
+0.50
Article 18Freedom of Thought
Medium Practice
Editorial
ND
Structural
+0.40
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure supports freedom of thought and conscience through open-source participation without ideological requirements. No mandatory belief systems imposed. Community-driven collaboration enables diverse viewpoints.
Observable Facts
Repository accepts contributions without ideological screening or requirements.
Open-source model does not impose belief systems on participants.
Code-of-conduct and community standards apply equally to all.
Inferences
Open-source collaboration enables expression of diverse technical philosophies.
Repository structure respects freedom from enforced ideological conformity.
+0.68
Article 19Freedom of Expression
High Advocacy Practice
Editorial
+0.50
Structural
+0.55
SETL
-0.17
Combined
ND
Context Modifier
ND
Repository page structure and editorial content strongly support freedom of expression. Public repository enables unrestricted sharing of code and ideas. Open-source licensing protects speech rights. Community collaboration platform supports diverse voices.
Observable Facts
Repository is publicly accessible for information dissemination.
Open-source model enables free distribution of code and ideas.
GitHub platform provides infrastructure for expression without content censorship.
Repository description states: 'Contribute to tempestphp/100-million-row-challenge development'.
Public fork and discussion features enable speech without restriction.
No observable content moderation or censorship on repository page.
Inferences
Public repository structure is designed to maximize freedom of expression.
Open-source licensing protects author's right to share knowledge.
Community-driven model enables diverse viewpoints and counter-speech.
+0.53
Article 20Assembly & Association
Medium Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND
Repository structure supports freedom of peaceful assembly through open collaboration. Open-source community features enable association without restrictions. No prohibitions on collective action observable.
Observable Facts
Repository enables collaborative participation and collective contribution.
GitHub issues and discussions features support organized community assembly.
Open-source model creates voluntary associations without coercion.
No restrictions on group participation or collective action observable.
Inferences
Open-source collaboration model enables peaceful assembly around shared goals.
Public repository structure supports freedom of association.
Community-driven development represents voluntary collective action.
+0.38
Article 21Political Participation
Medium Practice
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND
Repository structure enables participation in community affairs through open-source governance model. Code review and contribution processes allow equal voice. No observable exclusions from participation.
Observable Facts
Repository accepts contributions from any GitHub user.
Pull request system enables equal participation in project decisions.
No restrictions on who can propose changes or provide feedback.
Public issue tracker enables open participation in governance.
Inferences
Open-source contribution model enables democratic participation.
Public repository structure supports equal access to community decision-making.
Transparent development process enables public participation.
+0.48
Article 22Social Security
Medium Practice
Editorial
ND
Structural
+0.40
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure supports social and cultural participation rights. Open-source community enables participation in cultural and intellectual life. Knowledge sharing aligns with cultural development.
Observable Facts
Repository enables participation in technical and intellectual communities.
Open-source model supports access to cultural and technical knowledge.
GitHub platform provides infrastructure for collective intellectual participation.
Inferences
Open-source repository supports participation in cultural and technical life.
Knowledge sharing enables social and cultural development.
+0.40
Article 23Work & Equal Pay
Low Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure does not directly address work or employment rights. Open-source model may support employment opportunities but no explicit work-related content observable.
Observable Facts
Repository is technical project without explicit employment or work terms.
Open-source contribution may lead to employment but is not guaranteed.
No observable work conditions or employment protections specified.
Inferences
Open-source participation may create informal employment opportunities.
Repository structure does not directly regulate work rights or conditions.
ND
Article 24Rest & Leisure
No observable content related to rest and leisure rights on repository page.
+0.70
Article 25Standard of Living
High Practice
Editorial
ND
Structural
+0.50
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure strongly supports health and wellbeing through accessibility features. Multiple color-blind and high-contrast theme options enable access for users with visual disabilities. Skip-to-content link supports physical accessibility. Overall design promotes inclusive participation.
Open-source model enables learning from production code.
Community collaboration provides educational interaction opportunities.
Public documentation supports knowledge transfer and skill development.
Inferences
Open-source repository provides educational resources and learning opportunities.
Community participation enables skill development and technical education.
Code accessibility supports cultural and intellectual development.
+0.60
Article 27Cultural Participation
High Advocacy Practice
Editorial
+0.45
Structural
+0.50
SETL
-0.16
Combined
ND
Context Modifier
ND
Repository structure and open-source licensing strongly support participation in cultural and scientific life. Code sharing enables scientific progress. Community collaboration advances technical culture. Intellectual property rights protected through licensing.
Observable Facts
Repository is open-source, enabling scientific and cultural participation.
Public code enables contribution to collective scientific knowledge.
Community-driven development enables cultural and scientific collaboration.
Repository metadata clearly identifies creators and ownership.
Inferences
Open-source model directly supports participation in scientific and cultural life.
Code sharing enables progress in technical culture and knowledge.
Community collaboration enables collective scientific advancement.
Licensing framework protects creators' rights while enabling participation.
ND
Article 28Social & International Order
No observable content related to social and international order on repository page.
+0.40
Article 29Duties to Community
Low Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure does not impose duties or restrictions on community participation. Open-source model enables contribution without mandatory obligations. Community standards apply equally but are optional.
Observable Facts
Repository accepts contributions without mandatory participation requirements.
Community standards are guideline-based rather than coercive.
Users can participate or abstain without penalty.
Inferences
Open-source model respects individual autonomy in community participation.
Repository structure does not impose mandatory duties beyond consent.
+0.20
Article 30No Destruction of Rights
Low Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND
Repository structure does not contain observable language or mechanisms to prevent, restrict, or destroy human rights. Content is neutral to this restriction principle. However, no explicit protections against such misuse either.
Observable Facts
No observable language advocating destruction of human rights.
Repository structure does not restrict or prevent exercise of other rights.
Inferences
Repository structure is neutral to Article 30 protections.
Open-source model does not explicitly address limitations clause.