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+0.56 Show HN: SentencePieceKit – Swift package wrapper for Google's SentencePiece (github.com)
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
Preamble: +0.73 — Preamble P Article 1: +0.65 — Freedom, Equality, Brotherhood 1 Article 2: +0.50 — Non-Discrimination 2 Article 3: +0.58 — 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: +0.53 — Legal Personhood 6 Article 7: +0.68 — Equality Before Law 7 Article 8: +0.55 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: +0.42 — Fair Hearing 10 Article 11: +0.35 — Presumption of Innocence 11 Article 12: +0.13 — Privacy 12 Article 13: +0.82 — Freedom of Movement 13 Article 14: +0.55 — Asylum 14 Article 15: +0.57 — Nationality 15 Article 16: +0.42 — Marriage & Family 16 Article 17: +0.82 — Property 17 Article 18: +0.76 — Freedom of Thought 18 Article 19: +0.97 — Freedom of Expression 19 Article 20: +0.85 — Assembly & Association 20 Article 21: +0.49 — Political Participation 21 Article 22: +0.68 — Social Security 22 Article 23: +0.59 — Work & Equal Pay 23 Article 24: +0.55 — Rest & Leisure 24 Article 25: +0.82 — Standard of Living 25 Article 26: +0.82 — Education 26 Article 27: +0.93 — Cultural Participation 27 Article 28: +0.55 — Social & International Order 28 Article 29: +0.47 — Duties to Community 29 Article 30: +0.35 — No Destruction of Rights 30
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: 0.5 S: 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
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.63 (3 articles) Security: 0.58 (1 articles) Legal: 0.51 (5 articles) Privacy & Movement: 0.52 (4 articles) Personal: 0.67 (3 articles) Expression: 0.78 (3 articles) Economic & Social: 0.66 (4 articles) Cultural: 0.88 (2 articles) Order & Duties: 0.46 (3 articles)
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
Preamble Preamble
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.

+0.65
Article 1 Freedom, 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.

+0.50
Article 2 Non-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.

+0.58
Article 3 Life, 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.

ND
Article 4 No Slavery

Slavery and servitude issues not observable in software repository context.

ND
Article 5 No Torture

Torture and cruel treatment not relevant to software repository context.

+0.53
Article 6 Legal 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.

+0.68
Article 7 Equality 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.

+0.55
Article 8 Right 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.

ND
Article 9 No Arbitrary Detention

Arbitrary arrest and detention not applicable to software repository.

+0.42
Article 10 Fair 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.

+0.35
Article 11 Presumption 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.

+0.13
Article 12 Privacy
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.

+0.82
Article 13 Freedom of Movement
High Practice Advocacy
Editorial
+0.60
Structural
+0.65
SETL
-0.18
Combined
ND
Context Modifier
ND

Freedom of movement: Open-source repository enables unrestricted access, forking, and migration of code across platforms and geographies.

+0.55
Article 14 Asylum
Low Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND

Right to asylum: Not directly applicable to software repositories, though public nature implies non-exclusionary access.

+0.57
Article 15 Nationality
Low Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND

Nationality rights: Not directly applicable; open-source model enables participation regardless of nationality claims.

+0.42
Article 16 Marriage & Family
Low Practice
Editorial
+0.30
Structural
+0.35
SETL
-0.13
Combined
ND
Context Modifier
ND

Right to family and marriage: Not directly applicable to software repositories.

+0.82
Article 17 Property
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.

+0.76
Article 18 Freedom 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.

+0.97
Article 19 Freedom 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.

+0.85
Article 20 Assembly & 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.

+0.49
Article 21 Political 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.

+0.68
Article 22 Social 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).

+0.59
Article 23 Work & 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.

+0.55
Article 24 Rest & 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.

+0.82
Article 25 Standard 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.

+0.82
Article 26 Education
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.

+0.93
Article 27 Cultural 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.

+0.55
Article 28 Social & 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.

+0.47
Article 29 Duties 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.

+0.35
Article 30 No 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.

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