Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Tutorial
deepseek/deepseek-v3.2-20251201 +0.12 +0.07 Mild positive 0.17 0.06 Collaboration & Attribution
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201
Preamble ND ND 0.07
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 -0.06
Article 18 ND ND ND
Article 19 ND ND 0.30
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 ND ND 0.07
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 ND ND 0.28
Article 27 ND ND 0.33
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
+0.12 Show HN: Gitcredits – movie-style end credits for any Git repo in your terminal (github.com S:+0.07 )
34 points by swq115 1 days ago | 5 comments on HN | Mild positive Landing Page · v3.7 · 2026-03-01 09:13:17 0
Summary Collaboration & Attribution Acknowledges
The gitcredits repository page presents a tool for creating movie-style credits for git repositories. The content engages human rights themes related to collaborative creation, intellectual property recognition, and freedom of expression through software development. The evaluation shows mild positive alignment with rights supporting attribution, education, and cultural participation.
Article Heatmap
Preamble: +0.07 — 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: -0.06 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.30 — 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: +0.07 — 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: +0.28 — Education 26 Article 27: +0.33 — 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 +0.12 Structural Mean +0.07
Weighted Mean +0.20 Unweighted Mean +0.17
Max +0.33 Article 27 Min -0.06 Article 17
Signal 6 No Data 25
Volatility 0.15 (Medium)
Negative 1 Channels E: 0.6 S: 0.4
SETL ℹ +0.06 Editorial-dominant
FW Ratio ℹ 50% 22 facts · 22 inferences
Evidence 11% coverage ℹ
2M 20L 25 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.07 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: -0.06 (1 articles) Expression: 0.30 (1 articles) Economic & Social: 0.07 (1 articles) Cultural: 0.31 (2 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.15
Article 19 Freedom of Expression
Medium Advocacy Practice
Editorial
+0.15
SETL
+0.10

Repository enables expression through creative coding tool.

+0.15
Article 27 Cultural Participation
Medium Advocacy Practice
Editorial
+0.15
SETL
+0.07

Tool enables creative expression through customized attribution.

+0.10
Preamble Preamble
Low Practice
Editorial
+0.10
SETL
+0.07

Repository title and description promote a creative tool for acknowledging collaborative work.

+0.10
Article 17 Property
Low Advocacy Practice
Editorial
+0.10
SETL
+0.12

Tool facilitates attribution which supports intellectual property recognition.

+0.10
Article 23 Work & Equal Pay
Low Advocacy Practice
Editorial
+0.10
SETL
+0.07

Tool acknowledges collaborative work which supports fair recognition.

+0.10
Article 26 Education
Low Advocacy Practice
Editorial
+0.10
SETL
-0.09

Tool educates about git collaboration through practical implementation.

ND
Article 1 Freedom, Equality, Brotherhood
Low Practice

No direct editorial content.

ND
Article 2 Non-Discrimination
Low Practice

No direct editorial content.

ND
Article 3 Life, Liberty, Security
Low Practice

No direct editorial content.

ND
Article 4 No Slavery

No relevant content.

ND
Article 5 No Torture

No relevant content.

ND
Article 6 Legal Personhood
Low Practice

No direct editorial content.

ND
Article 7 Equality Before Law
Low Practice

No direct editorial content.

ND
Article 8 Right to Remedy

No relevant content.

ND
Article 9 No Arbitrary Detention

No relevant content.

ND
Article 10 Fair Hearing

No relevant content.

ND
Article 11 Presumption of Innocence

No relevant content.

ND
Article 12 Privacy
Low Practice

No direct editorial content.

ND
Article 13 Freedom of Movement
Low Practice

No direct editorial content.

ND
Article 14 Asylum
Low Practice

No direct editorial content.

ND
Article 15 Nationality
Low Practice

No direct editorial content.

ND
Article 16 Marriage & Family
Low Practice

No direct editorial content.

ND
Article 18 Freedom of Thought

No relevant content.

ND
Article 20 Assembly & Association
Low Practice

No direct editorial content.

ND
Article 21 Political Participation
Low Practice

No direct editorial content.

ND
Article 22 Social Security
Low Practice

No direct editorial content.

ND
Article 24 Rest & Leisure

No relevant content.

ND
Article 25 Standard of Living
Low Practice

No direct editorial content.

ND
Article 28 Social & International Order
Low Practice

No direct editorial content.

ND
Article 29 Duties to Community
Low Practice

No direct editorial content.

ND
Article 30 No Destruction of Rights

No relevant content.
Structural Channel
What the site does
+0.15
Article 26 Education
Low Advocacy Practice
Structural
+0.15
Context Modifier
+0.15
SETL
-0.09

Platform provides technical education through open-source projects.

+0.12
Article 27 Cultural Participation
Medium Advocacy Practice
Structural
+0.12
Context Modifier
+0.20
SETL
+0.07

Platform supports cultural participation through open-source development.

+0.08
Article 19 Freedom of Expression
Medium Advocacy Practice
Structural
+0.08
Context Modifier
+0.20
SETL
+0.10

Platform provides channels for expression and information sharing.

+0.05
Preamble Preamble
Low Practice
Structural
+0.05
Context Modifier
0.00
SETL
+0.07

Platform provides space for an open-source project facilitating user expression.

+0.05
Article 23 Work & Equal Pay
Low Advocacy Practice
Structural
+0.05
Context Modifier
0.00
SETL
+0.07

Platform enables voluntary participation in creative labor.

-0.05
Article 17 Property
Low Advocacy Practice
Structural
-0.05
Context Modifier
-0.05
SETL
+0.12

Platform terms create conditional ownership of user-generated content.

ND
Article 1 Freedom, Equality, Brotherhood
Low Practice

Public repository model inherently treats users as equal participants.

ND
Article 2 Non-Discrimination
Low Practice

Platform-wide non-discrimination policies apply to repository access.

ND
Article 3 Life, Liberty, Security
Low Practice

Repository provides a tool that enhances digital security through attribution.

ND
Article 4 No Slavery

No relevant signals.

ND
Article 5 No Torture

No relevant signals.

ND
Article 6 Legal Personhood
Low Practice

Open-source licensing grants legal personhood recognition.

ND
Article 7 Equality Before Law
Low Practice

Platform applies equal protection policies to all repositories.

ND
Article 8 Right to Remedy

No relevant signals.

ND
Article 9 No Arbitrary Detention

No relevant signals.

ND
Article 10 Fair Hearing

No relevant signals.

ND
Article 11 Presumption of Innocence

No relevant signals.

ND
Article 12 Privacy
Low Practice

Platform tracking via feature flags creates privacy tension.

ND
Article 13 Freedom of Movement
Low Practice

Global platform enables movement of ideas and code across borders.

ND
Article 14 Asylum
Low Practice

Open-source repository provides asylum for code and collaboration.

ND
Article 15 Nationality
Low Practice

Repository exists within a national jurisdiction but is globally accessible.

ND
Article 16 Marriage & Family
Low Practice

Collaborative platform facilitates voluntary association for creative work.

ND
Article 18 Freedom of Thought

No relevant signals.

ND
Article 20 Assembly & Association
Low Practice

Open-source collaboration enables peaceful assembly.

ND
Article 21 Political Participation
Low Practice

Repository governance follows open-source democratic principles.

ND
Article 22 Social Security
Low Practice

Free access to tools supports social security through skill development.

ND
Article 24 Rest & Leisure

No relevant signals.

ND
Article 25 Standard of Living
Low Practice

Platform accessibility features support standard of living for disabled users.

ND
Article 28 Social & International Order
Low Practice

Platform infrastructure enables social and international order for developers.

ND
Article 29 Duties to Community
Low Practice

Community guidelines establish duties to the community.

ND
Article 30 No Destruction of Rights

No relevant signals.
Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality ℹ
How well-sourced and evidence-based is this content?
0.12 low claims
Sources
0.0
Evidence
0.0
Uncertainty
0.0
Purpose
0.8
Propaganda Flags ℹ
No manipulative rhetoric detected
0 techniques detected
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.2
Arousal
0.1
Dominance
0.3
Transparency ℹ
Does the content identify its author and disclose interests?
0.33
✓ Author
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.78 solution oriented
Reader Agency
0.7
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.20 1 perspective
Speaks: individuals
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
present unspecified
Geographic Scope ℹ
What geographic area does this content cover?
global
Complexity ℹ
How accessible is this content to a general audience?
technical medium jargon domain specific
Longitudinal 401 HN snapshots · 62 evals
+1 0 −1 HN
Audit Trail 82 entries
2026-03-01 09:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 09:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 09:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 09:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 09:13 eval_success Evaluated: Mild positive (0.20) - -
2026-03-01 09:13 eval Evaluated by deepseek-v3.2: +0.20 (Mild positive) 10,171 tokens
2026-03-01 09:13 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 16R - -
2026-03-01 09:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 09:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 09:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 09:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 09:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 09:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 08:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 08:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 08:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 08:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 07:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 07:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 07:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 07:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 06:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 06:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 06:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 06:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 05:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 05:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 05:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 05:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 05:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 05:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 05:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 05:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 05:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 05:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 05:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 05:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 04:15 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 04:15 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 04:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 03:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 03:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 03:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 02:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 02:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 02:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 01:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 01:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 01:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 01:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 00:45 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 00:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 00:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-03-01 00:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-01 00:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 23:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 23:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 22:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 22:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 21:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 21:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 20:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 20:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 19:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 19:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 19:50 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 19:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 19:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 18:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 18:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 18:28 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 18:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 18:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 17:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 17:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 17:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 17:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 16:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 16:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-02-28 16:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech presentation
2026-02-28 16:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED: Neutral tech presentation
2026-02-28 16:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
PR tech tutorial