Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.10 +0.22 Moderate positive 0.24 -0.16 Digital Access
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Utility
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 ND ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 0.23 ND ND
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 ND ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 0.35 ND ND
Article 27 0.35 ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
+0.33 Show HN: Pkgdex – Search 3.5M Linux/Unix packages across 67 distros (pkgdex.orgS:ND)
2 points by dvershinin 1 days ago | 2 comments on HN | Moderate positive Landing Page · v3.7 · 2026-03-01 15:47:41 0
Summary Knowledge & Technology Access Neutral
The content is a landing page for pkgdex.org, a search engine for Linux and Unix software packages. The site's structural function as a free information tool engages themes of access to knowledge, technology, and education (Articles 26, 27). The evaluation shows a neutral to mildly positive structural bias from providing a public utility, offset by a mild negative signal from undisclosed tracking (Article 12).
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — 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: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: ND — Privacy Article 12: No Data — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.23 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: +0.35 — Education 26 Article 27: +0.35 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean ND Structural Mean ND
Weighted Mean +0.33 Unweighted Mean +0.32
Max +0.35 Article 26 Min +0.23 Article 19
Signal 3 No Data 28
Volatility 0.06 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL -0.16 Structural-dominant
FW Ratio 49% 17 facts · 18 inferences
Evidence 12% coverage
7M 4L 31 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.23 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.35 (2 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.10
Article 19 Freedom of Expression
Low Advocacy Practice
Editorial
+0.10
SETL
-0.09

Page title is 'Linux Package Search'. The meta description indicates the site's purpose is to 'Search and browse packages', implying support for sharing information.

+0.10
Article 26 Education
Medium Advocacy Practice
Editorial
+0.10
SETL
-0.19

The site's core function is to help users search for and browse software packages, which is a tool for technical education and learning.

+0.10
Article 27 Cultural Participation
Medium Advocacy Practice
Editorial
+0.10
SETL
-0.19

The site facilitates discovery of open-source software packages, which are a form of cultural and scientific production.

ND
Preamble Preamble
Low Framing

No editorial content related to human dignity, inalienable rights, or promotion of universal rights.

ND
Article 1 Freedom, Equality, Brotherhood
Low

No editorial content about human dignity, freedom, or equality.

ND
Article 2 Non-Discrimination
Low

No editorial content about non-discrimination.

ND
Article 3 Life, Liberty, Security
Low

No editorial content about life, liberty, or security.

ND
Article 4 No Slavery
Low

No editorial content about slavery or servitude.

ND
Article 5 No Torture
Low

No editorial content about torture or cruel treatment.

ND
Article 6 Legal Personhood
Low

No editorial content about recognition as a person before the law.

ND
Article 7 Equality Before Law
Low

No editorial content about equality before the law or protection against discrimination.

ND
Article 8 Right to Remedy
Low

No editorial content about effective remedy by competent tribunals.

ND
Article 9 No Arbitrary Detention
Low

No editorial content about arbitrary arrest, detention, or exile.

ND
Article 10 Fair Hearing
Low

No editorial content about fair public hearing.

ND
Article 11 Presumption of Innocence
Low

No editorial content about presumption of innocence.

ND
Article 12 Privacy
Medium Practice

No editorial content about privacy, home, correspondence, or honor.

ND
Article 13 Freedom of Movement
Low

No editorial content about freedom of movement or residence.

ND
Article 14 Asylum
Low

No editorial content about asylum from persecution.

ND
Article 15 Nationality
Low

No editorial content about nationality.

ND
Article 16 Marriage & Family
Low

No editorial content about marriage and family.

ND
Article 17 Property
Low

No editorial content about property.

ND
Article 18 Freedom of Thought
Low

No editorial content about freedom of thought, conscience, or religion.

ND
Article 20 Assembly & Association
Low

No editorial content about peaceful assembly or association.

ND
Article 21 Political Participation
Low

No editorial content about participation in government or elections.

ND
Article 22 Social Security
Low

No editorial content about social security or economic rights.

ND
Article 23 Work & Equal Pay
Low

No editorial content about work, employment, or unions.

ND
Article 24 Rest & Leisure
Low

No editorial content about rest or leisure.

ND
Article 25 Standard of Living
Low

No editorial content about standard of living, food, housing, or medical care.

ND
Article 28 Social & International Order
Low

No editorial content about social and international order.

ND
Article 29 Duties to Community
Low

No editorial content about duties to community or limitations on rights.

ND
Article 30 No Destruction of Rights
Low

No editorial content about destruction of rights.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
No privacy policy or data handling notice visible on the landing page.
Terms of Service
No terms of service or legal agreements visible on the landing page.
Identity & Mission
Mission +0.05
Article 26 Article 27
Core function is to index and search open-source Linux packages, supporting access to software and technology. The site description states it helps search and browse packages.
Editorial Code
No visible editorial code or content guidelines on the landing page.
Ownership
No ownership or attribution information visible on the landing page.
Access & Distribution
Access Model +0.10
Article 19 Article 26 Article 27
The search service appears free to access without login or paywalls. No ads visible on the landing page.
Ad/Tracking +0.05
Article 12
Google Analytics tracking is present (G-E75ECVJDTC). No cookie consent banner visible, suggesting potential default tracking. No visible ads.
Accessibility
No explicit accessibility statement visible. Dark/light theme toggle respects system preference.
+0.25
Article 26 Education
Medium Advocacy Practice
Structural
+0.25
Context Modifier
+0.15
SETL
-0.19

The service provides free, accessible search of open-source educational and technical resources (software packages), supporting the right to education and access to knowledge.

+0.25
Article 27 Cultural Participation
Medium Advocacy Practice
Structural
+0.25
Context Modifier
+0.15
SETL
-0.19

The search engine enables participation in the cultural life of the open-source community and access to scientific advancement by making software packages discoverable.

+0.15
Article 19 Freedom of Expression
Low Advocacy Practice
Structural
+0.15
Context Modifier
+0.10
SETL
-0.09

The site provides a functional, publicly accessible search engine for open-source software packages, structurally enabling the right to seek, receive, and impart information.

ND
Preamble Preamble
Low Framing

Site's core function is to index open-source software packages, facilitating access to tools for learning and sharing. This structurally promotes development of community and cultural participation.

ND
Article 1 Freedom, Equality, Brotherhood
Low

The tool is universally accessible and does not impose restrictions based on distinctions, but makes no active affirmation of human dignity.

ND
Article 2 Non-Discrimination
Low

Service access appears open without visible discrimination. No policy affirms non-discrimination.

ND
Article 3 Life, Liberty, Security
Low

No structural features affirm or protect life, liberty, or security of person.

ND
Article 4 No Slavery
Low

No structural features address slavery or servitude.

ND
Article 5 No Torture
Low

No structural features address torture or cruel treatment.

ND
Article 6 Legal Personhood
Low

No structural features address legal personality.

ND
Article 7 Equality Before Law
Low

No structural features address equal protection of the law.

ND
Article 8 Right to Remedy
Low

No structural features address remedies for rights violations.

ND
Article 9 No Arbitrary Detention
Low

No structural features address arbitrary detention.

ND
Article 10 Fair Hearing
Low

No structural features address fair hearings.

ND
Article 11 Presumption of Innocence
Low

No structural features address presumption of innocence.

ND
Article 12 Privacy
Medium Practice

Site loads Google Analytics tracking (G-E75ECVJDTC) without a visible cookie consent banner, implying non-consensual data collection.

ND
Article 13 Freedom of Movement
Low

No structural features address freedom of movement.

ND
Article 14 Asylum
Low

No structural features address asylum.

ND
Article 15 Nationality
Low

No structural features address nationality.

ND
Article 16 Marriage & Family
Low

No structural features address family rights.

ND
Article 17 Property
Low

No structural features address property ownership.

ND
Article 18 Freedom of Thought
Low

No structural features address freedom of thought or religion.

ND
Article 20 Assembly & Association
Low

No structural features address freedom of assembly or association.

ND
Article 21 Political Participation
Low

No structural features address political participation.

ND
Article 22 Social Security
Low

No structural features address social security.

ND
Article 23 Work & Equal Pay
Low

No structural features address work rights.

ND
Article 24 Rest & Leisure
Low

No structural features address rest or leisure.

ND
Article 25 Standard of Living
Low

No structural features address standard of living.

ND
Article 28 Social & International Order
Low

No structural features address a social and international order.

ND
Article 29 Duties to Community
Low

No structural features address duties to the community.

ND
Article 30 No Destruction of Rights
Low

No structural features address destruction of rights.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.74 low claims
Sources
0.7
Evidence
0.5
Uncertainty
0.8
Purpose
1.0
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
detached
Valence
0.0
Arousal
0.1
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.00
✗ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.94 solution oriented
Reader Agency
0.9
Stakeholder Voice
Whose perspectives are represented in this content?
0.20 1 perspective
Speaks: institution
Temporal Framing
Is this content looking backward, at the present, or forward?
present unspecified
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
technical medium jargon domain specific
Longitudinal 35 HN snapshots · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-01 15:57 eval_success Evaluated: Moderate positive (0.33) - -
2026-03-01 15:57 eval Evaluated by deepseek-v3.2: +0.33 (Moderate positive) 15,118 tokens +0.33
2026-03-01 15:57 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 28R - -
2026-03-01 15:47 eval_success Evaluated: Neutral (0.00) - -
2026-03-01 15:47 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 14,063 tokens
2026-03-01 15:47 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 11R - -
2026-02-28 16:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 16:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Neutral tech site, no human rights discussion
2026-02-28 16:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 16:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial, no rights stance