2 points by gintokinx 17 hours ago | 0 comments on HN
| GitHub repository page exhibiting strong structural positive signals on freedom of information (Art. 19), education access (Art. 26), and cultural participation (Art. 27), offset by weak privacy protections (Art. 12) and limited domain-level transparency on human rights commitments. Overall positive lean driven by platform affordances enabling information freedom and accessible knowledge-sharing, tempered by data-collection practices and corporate ownership constraints. Product
· vv3.4 · 2026-02-25
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.33
Unweighted Mean
+0.31
Max
+0.72 Article 19
Min
0.00 Article 12
Signal
22
No Data
9
Confidence
ND
Volatility
0.27 (Low)
Negative
0
Channels
E: 0.5S: 0.5
SETL
-0.06
Structural-dominant
FW Ratio
62%
0 facts · 0 inferences
Evidence: High: 1 Medium: 13 Low: 8 No Data: 9
Theme Radar
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
+0.05
Article 12
GitHub includes privacy-relevant tracking mechanisms (octolytics, analytics pixels), with consent mechanisms present but limited transparency in truncated content.
Terms of Service
0.00
Standard GitHub terms apply; no domain-level TOS deviation detected in repository context.
GitHub is a code-hosting platform; no explicit human-rights mission statement observable in repository metadata.
Editorial Code
0.00
No editorial guidelines or content policy observable in provided markup.
Ownership
-0.05
Article 8
GitHub is owned by Microsoft, a large corporation; repository ownership is public but subject to platform ToS, which may limit certain derivative rights.
Access Model
+0.15
Article 19 Article 27
GitHub provides free public repository hosting without login requirements to view public code, supporting open access to knowledge and collaborative work.
Ad/Tracking
-0.10
Article 12 Article 19
Tracking pixels (octolytics, analytics collectors) are embedded; privacy implications for user behavior tracking without explicit on-page disclosure.
Score Breakdown
+0.53
PreamblePreamble
Medium Practice Framing
Editorial
+0.40
Structural
+0.35
SETL
+0.14
Combined
ND
Context Modifier
ND
Repository page instantiates principles of collaborative knowledge-sharing and collective human dignity through open-source practice. Accessibility features (multi-theme support, keyboard navigation) signal recognition of equal human worth. However, tracking practices and corporate ownership temper this signal.
Observable Facts
Page implements skip-to-content link enabling keyboard navigation.
Page offers multiple color-theme options including high-contrast and colorblind-accessible variants.
Page is accessible without login requirement.
Analytics tracking pixels (octolytics) are loaded on page.
Inferences
Accessibility infrastructure suggests platform design recognizing diverse human access needs.
Public repository hosting without login embodies principles of inclusive knowledge sharing.
Analytics tracking suggests user behavior monitoring without explicit opt-in disclosure on page.
+0.42
Article 1Freedom, Equality, Brotherhood
Medium Practice Coverage
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND
Repository exists in a platform that enables freedom of expression through collaborative code-sharing without editorial gatekeeping. However, content moderation policies are off-page; repository page itself makes no explicit statement about freedom or equality.
Observable Facts
Repository is public and viewable without account creation.
No content restrictions or editorial disclaimers visible on page header.
Page metadata shows repository is owned by individual contributor (heyojules).
Inferences
Public visibility without login gate enables practical exercise of freedom to share information.
Absence of editorial overlay suggests minimal restrictions on repository creator expression.
+0.55
Article 2Non-Discrimination
Medium Practice Coverage
Editorial
+0.50
Structural
+0.40
SETL
+0.22
Combined
ND
Context Modifier
ND
Accessibility features (colorblind themes, high-contrast modes, keyboard support) signal non-discriminatory platform design. Repository does not explicitly discriminate based on observable characteristics.
Observable Facts
Page loads accessibility stylesheet variants for colorblind, high-contrast, and standard vision modes.
Keyboard navigation infrastructure is present (skip-to-content, js-header-menu-toggle).
No login or identity requirements to view public repository.
Inferences
Multi-mode theme system indicates design consideration for visual accessibility across disability states.
Absence of authentication barriers suggests non-discriminatory access to public information.
+0.35
Article 3Life, Liberty, Security
Medium Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Repository page provides no editorial content addressing right to life, liberty, or security of person. Platform infrastructure (user identification, public ownership) creates accountability structures.
Observable Facts
Repository metadata identifies owner (heyojules) and creation timestamp.
No editorial content about security or liberty is present on visible page sections.
Inferences
Public ownership attribution enables accountability but does not directly address Article 3 rights.
ND
Article 4No Slavery
ND
No observable content addressing slavery or servitude.
ND
Article 5No Torture
ND
No observable content addressing torture or degrading treatment.
ND
Article 6Legal Personhood
ND
No observable content addressing right to recognition before law.
+0.30
Article 7Equality Before Law
Low Practice
Editorial
ND
Structural
+0.30
SETL
ND
Combined
ND
Context Modifier
ND
Platform structure (public repository, named ownership) enables equal protection under law by creating verifiable attribution and ownership records.
Observable Facts
Repository owner is publicly identified as 'heyojules'.
Repository has unique identifier (1164527501) enabling legal/contractual reference.
Inferences
Public attribution enables legal accountability and property-right establishment.
+0.10
Article 8Right to Remedy
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND
Repository page does not show explicit IP protections or derivative restrictions. GitHub ToS governs effective IP rights, but repository-level licensing is off-page.
Observable Facts
No license file is visible in truncated page content.
Repository is public without apparent IP restrictions on viewing.
Inferences
Absence of visible license constraints suggests open access, but IP protections may be embedded in platform ToS rather than repository.
ND
Article 9No Arbitrary Detention
ND
No observable content addressing arbitrary arrest or detention.
+0.25
Article 10Fair Hearing
Low Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND
Platform enables fair and public adjudication through community review mechanisms (issues, pull requests), but repository page itself contains no editorial content on fair trial.
Observable Facts
Repository is hosted on a platform that supports issue tracking and review systems.
Inferences
GitHub's infrastructure enables transparent, auditable review of code changes analogous to judicial process.
ND
Article 11Presumption of Innocence
ND
No observable content addressing criminal presumption of innocence.
0.00
Article 12Privacy
Medium Practice Framing
Editorial
+0.15
Structural
+0.05
SETL
+0.12
Combined
ND
Context Modifier
ND
Repository page contains privacy-relevant tracking (octolytics, analytics collectors) without prominent consent disclosure. Page does not explicitly protect privacy of correspondence or home.
Meta tags include analytics-location and visitor-payload with encoded tracking data.
No opt-in consent banner is visible in truncated page content for tracking.
Page includes visitor-id and visitor-hmac metadata for tracking purposes.
Inferences
Embedding tracking pixels without prominent on-page consent notice suggests privacy protections are below user-facing prominence.
Analytics data collection is implemented by default rather than as user choice.
+0.53
Article 13Freedom of Movement
Medium Practice Coverage
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND
Repository hosting enables freedom of movement and residence by being publicly accessible from any jurisdiction without geographic restrictions. No barriers to viewing code from any location.
Observable Facts
Repository is publicly accessible on internet without geographic blocking.
No location-based access restrictions are evident in page structure.
Page serves internationalized content (multi-language support in theme preferences).
Inferences
Global, unrestricted public access enables practical freedom of movement in information space.
+0.20
Article 14Asylum
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND
Platform enables asylum-related information sharing through open repositories, but repository page itself contains no explicit asylum content.
Observable Facts
Repository is accessible internationally without citizenship requirement.
Inferences
Open access infrastructure enables dissemination of information relevant to asylum seekers.
+0.35
Article 15Nationality
Medium Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND
Platform enables individuals to claim and belong to national or community identity groups through public repositories. Repository owner is identified with username, enabling community recognition.
Observable Facts
Repository owner has public identity (heyojules) associated with contributions.
Repository can be forked and claimed by other users, enabling community membership signals.
Inferences
Public identity attribution enables claimed membership in developer community.
ND
Article 16Marriage & Family
ND
No observable content addressing marriage or family rights.
+0.20
Article 17Property
Low Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND
Repository hosting enables property claims through public attribution and unique identification. However, GitHub's corporate ownership and ToS create limitations on absolute property control.
Observable Facts
Repository is uniquely identified and attributed to owner (heyojules).
Repository metadata is publicly visible, establishing ownership claim.
Inferences
Public attribution enables property right establishment, but platform ToS limits absolute control.
+0.42
Article 18Freedom of Thought
Medium Practice Coverage
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND
Repository page enables freedom of thought, conscience, and religion by being a neutral hosting platform without content restrictions on belief expression or code representing philosophical/religious positions.
Observable Facts
Repository has no visible content filtering based on political or religious viewpoint.
Public repository infrastructure is agnostic to repository creator's beliefs.
No editorial overlay suggests content approval or belief filtering.
Inferences
Neutral platform structure respects freedom to host code representing any ideological perspective.
+0.72
Article 19Freedom of Expression
High Advocacy Practice Coverage
Editorial
+0.60
Structural
+0.65
SETL
-0.18
Combined
ND
Context Modifier
ND
Repository page directly instantiates Article 19 freedoms: freedom to hold opinions and seek/receive/impart information without government interference. Public code repository enables information sharing without geographic or political barriers. Accessibility features ensure information is receivable by diverse populations.
Observable Facts
Repository is publicly viewable by anyone without account requirement.
Code and metadata are fully displayed without edit restrictions for viewers.
Multiple accessibility modes (keyboard, high-contrast, colorblind themes) enable diverse reception of information.
No content-filtering or opinion-suppression mechanisms are visible in page structure.
Inferences
Free public access enables worldwide reception of repository information regardless of political jurisdiction.
Accessibility infrastructure ensures information is receivable across disability/ability states.
Neutral platform structure respects freedom to impart code-based ideas without editorial gatekeeping.
+0.38
Article 20Assembly & Association
Medium Practice Coverage
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND
Repository infrastructure enables freedom of assembly through pull request and issue mechanisms (off-page). Page itself shows no restrictions on grouped developer participation.
Observable Facts
Repository is open to collaborative contributions (platform affordance).
No restrictions on who may view or participate are visible in page metadata.
Inferences
Open repository structure enables assembly of distributed developer communities.
+0.33
Article 21Political Participation
Medium Practice
Editorial
+0.25
Structural
+0.30
SETL
-0.12
Combined
ND
Context Modifier
ND
Repository enables participation in governance of development (through pull requests, issues, governance files). Page itself does not explicitly address political participation.
Observable Facts
Repository structure enables collaborative decision-making through pull requests.
Public visibility enables democratic oversight of code decisions.
Inferences
Open infrastructure enables practical political participation in code governance.
+0.20
Article 22Social Security
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND
Platform enables social security participation through access to collaborative knowledge-building without membership fees or restrictions.
Observable Facts
Repository is free to access and no payment is required.
Public participation in development community is unrestricted.
Inferences
Free access enables participation in knowledge commons supporting social welfare.
+0.15
Article 23Work & Equal Pay
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND
Repository provides no explicit information about work or employment rights, but free hosting enables independent work/creation.
Observable Facts
Repository owner can freely create and maintain code without platform imposing wage or employment terms.
Inferences
Free platform access enables unpaid creative work without coercion.
ND
Article 24Rest & Leisure
ND
No observable content addressing rest and leisure rights.
+0.20
Article 25Standard of Living
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND
Repository provides open-source software for observability/monitoring, which supports health and well-being measurement infrastructure. No direct editorial statement on right to adequate standard of living.
Observable Facts
Repository title indicates observability tools for autonomous agents, supporting monitoring/health systems.
Free access enables use of health/monitoring infrastructure by anyone.
Inferences
Observability tool infrastructure supports measurement of systems affecting human welfare.
+0.57
Article 26Education
Medium Practice Coverage
Editorial
+0.45
Structural
+0.50
SETL
-0.16
Combined
ND
Context Modifier
ND
Repository infrastructure directly enables right to education through free access to code, technical knowledge, and collaborative learning environment. No barriers to education based on socioeconomic status.
Observable Facts
Repository code is freely viewable without payment or login requirement.
Repository README/documentation would contain educational content (truncated in provided sample).
Public code enables learning through inspection and modification.
Accessibility features enable education access across disability states.
Inferences
Free public repository access removes economic barriers to technical education.
Open code enables learning through reading and experimentation without proprietary restrictions.
Multi-modal accessibility ensures education is receivable by diverse populations.
+0.63
Article 27Cultural Participation
High Practice Coverage
Editorial
+0.50
Structural
+0.55
SETL
-0.17
Combined
ND
Context Modifier
ND
Repository page directly instantiates Article 27 by enabling participation in scientific/cultural life through free public access to code and shared knowledge. Accessibility features ensure participation across disability states.
Observable Facts
Repository is publicly visible and accessible without restrictions or payment.
Free, global access enables participation in shared scientific/technical culture.
Accessibility infrastructure ensures participation is not restricted by disability.
Open collaborative structure enables people to share in benefits of scientific advancement.
+0.25
Article 28Social & International Order
Low Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND
Platform structure enables social and international order supporting UDHR rights through open infrastructure, but repository page contains no explicit editorial statement on this.
Observable Facts
Repository is internationally accessible, supporting cross-border collaboration and knowledge exchange.
Inferences
Global infrastructure supports international cooperation necessary for UDHR realization.
+0.17
Article 29Duties to Community
Low Practice
Editorial
+0.20
Structural
+0.15
SETL
+0.10
Combined
ND
Context Modifier
ND
Repository page does not explicitly address duties to community, but platform ToS establishes community obligations (off-page). Repository structure assumes responsible use without explicit editorial reminder.
Observable Facts
No visible content on community duties or restrictions on rights abuse.
Inferences
Platform governance (on-page ToS links absent; off-page) establishes boundaries on individual rights exercise.
+0.42
Article 30No Destruction of Rights
Medium Practice Coverage
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND
Repository page does not interpret rights to restrict other human rights. Public, non-discriminatory access structure respects Article 30 principles. No content suggests limitation of rights claimed elsewhere in UDHR.
Observable Facts
Repository structure is universally accessible without selectivity that would favor some rights over others.
No visible content interprets repository function to restrict other human rights.
Platform structure treats all users/viewers equally regardless of characteristics.
Inferences
Non-selective access respects Article 30 prohibition on restricting UDHR rights through selective interpretation.