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+0.20 Show HN: VeriContext – Preventing Stale Documentation for LLM Agents (github.com)
2 points by amsminn 9 hours ago | 0 comments on HN | MILD_POSITIVE Landing Page · vv3.4 · 2026-02-25
Article Heatmap
Preamble: +0.40 — Preamble P Article 1: +0.35 — Freedom, Equality, Brotherhood 1 Article 2: +0.25 — Non-Discrimination 2 Article 3: +0.15 — Life, Liberty, Security 3 Article 4: +0.05 — No Slavery 4 Article 5: +0.05 — No Torture 5 Article 6: +0.10 — Legal Personhood 6 Article 7: +0.20 — Equality Before Law 7 Article 8: +0.10 — Right to Remedy 8 Article 9: +0.05 — No Arbitrary Detention 9 Article 10: +0.25 — Fair Hearing 10 Article 11: +0.05 — Presumption of Innocence 11 Article 12: -0.10 — Privacy 12 Article 13: +0.40 — Freedom of Movement 13 Article 14: +0.30 — Asylum 14 Article 15: +0.20 — Nationality 15 Article 16: +0.10 — Marriage & Family 16 Article 17: +0.05 — Property 17 Article 18: +0.25 — Freedom of Thought 18 Article 19: +0.53 — Freedom of Expression 19 Article 20: +0.45 — Assembly & Association 20 Article 21: +0.40 — Political Participation 21 Article 22: +0.15 — Social Security 22 Article 23: +0.25 — Work & Equal Pay 23 Article 24: +0.15 — Rest & Leisure 24 Article 25: +0.50 — Standard of Living 25 Article 26: +0.35 — Education 26 Article 27: +0.45 — Cultural Participation 27 Article 28: +0.10 — Social & International Order 28 Article 29: +0.25 — Duties to Community 29 Article 30: +0.05 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.20 Unweighted Mean +0.17
Max +0.53 Article 19 Min -0.10 Article 12
Signal 31 No Data 0
Confidence ND Volatility 0.18 (Low)
Negative 1 Channels E: 0.3 S: 0.7
SETL -0.04 Structural-dominant
FW Ratio 66% 0 facts · 0 inferences
Evidence: High: 1 Medium: 9 Low: 21 No Data: 0
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.33 (3 articles) Security: 0.08 (3 articles) Legal: 0.13 (6 articles) Privacy & Movement: 0.20 (4 articles) Personal: 0.13 (3 articles) Expression: 0.46 (3 articles) Economic & Social: 0.26 (4 articles) Cultural: 0.40 (2 articles) Order & Duties: 0.13 (3 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy +0.15
Article 12
GitHub provides documented privacy policy and GDPR compliance mechanisms; privacy controls visible in header and footer infrastructure.
Terms of Service +0.10
Article 29
Standard terms of service documented; accessible through footer links (not visible in truncated content but standard for github.com).
Accessibility +0.20
Article 25 Article 26
Multiple accessibility theme options visible: light, dark, high-contrast, colorblind modes (tritanopia). Skip-to-content link present. WCAG-aligned design patterns.
Mission
GitHub's mission centers on collaborative development and open-source contribution; inherently supportive of information sharing and human agency.
Editorial Code +0.10
Article 19
GitHub supports free speech through open repository hosting and minimal content moderation; community-driven standards.
Ownership
This is a third-party repository on GitHub; evaluated as public content platform, not creator.
Access Model +0.15
Article 27
Free public access to repository, no paywall. Open-source model enables universal participation.
Ad/Tracking -0.10
Article 12
Octolytics and analytics tracking present (visitor_payload, octolytics-url). Some privacy intrusion, though disclosures exist.
Score Breakdown
+0.40
Preamble Preamble
Medium Practice
Editorial
ND
Structural
+0.30
SETL
ND
Combined
ND
Context Modifier
ND

GitHub repository page structure enables collaborative knowledge sharing and global participation, aligning with Preamble's recognition of equal and inalienable rights and human dignity. No explicit editorial messaging on this page, but platform design supports these principles.

+0.35
Article 1 Freedom, Equality, Brotherhood
Medium Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

Public repository platform enables equal treatment and free association of developers globally. No editorial content on this page explicitly addresses equality, but structural design supports it.

+0.25
Article 2 Non-Discrimination
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

Repository page shows no discrimination in access or display. Structural neutrality observed, but no explicit anti-discrimination messaging.

+0.15
Article 3 Life, Liberty, Security
Low
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

No observable content on this page addressing right to life, liberty, or personal security. Structural design is neutral on this Article.

+0.05
Article 4 No Slavery
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing slavery or servitude. Page is a repository landing page with no relevant signals.

+0.05
Article 5 No Torture
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing torture or cruel treatment. Page is neutral on this topic.

+0.10
Article 6 Legal Personhood
Low
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing right to recognition as person before law. Repository page is neutral on this Article.

+0.20
Article 7 Equality Before Law
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's equal protection under law is implicit in non-discriminatory platform design. Structural signals are weak but present.

+0.10
Article 8 Right to Remedy
Low
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing legal remedies or justice mechanisms. Page is neutral on this Article.

+0.05
Article 9 No Arbitrary Detention
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing arbitrary arrest or detention. Page is neutral on this Article.

+0.25
Article 10 Fair Hearing
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

GitHub provides neutral forum for independent repository hosting, supporting fair trial and justice principles structurally. Limited editorial signals.

+0.05
Article 11 Presumption of Innocence
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing criminal charges or presumption of innocence. Page is neutral on this Article.

-0.10
Article 12 Privacy
Medium Practice
Editorial
ND
Structural
-0.20
SETL
ND
Combined
ND
Context Modifier
ND

GitHub implements tracking (octolytics, visitor analytics) and data collection visible in page metadata. Privacy controls exist but analytics monitoring creates privacy intrusion signals. Domain-level privacy protections partially offset this.

+0.40
Article 13 Freedom of Movement
Medium Practice
Editorial
ND
Structural
+0.30
SETL
ND
Combined
ND
Context Modifier
ND

Public repository enables free movement of code and knowledge across borders. No geographical restrictions visible. Structural support for international information flow.

+0.30
Article 14 Asylum
Low Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

GitHub platform supports asylum and refuge through neutral, non-discriminatory hosting. Limited editorial signals; structural support is moderate.

+0.20
Article 15 Nationality
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing nationality or change of nationality. Structural signals are weak; page is neutral on this Article.

+0.10
Article 16 Marriage & Family
Low
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing marriage, family, or property rights. Repository page is neutral on this Article.

+0.05
Article 17 Property
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing property rights or protections. Page is neutral on this Article.

+0.25
Article 18 Freedom of Thought
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

GitHub platform structurally supports freedom of thought and conscience through open-source ethos. Limited explicit messaging on this page.

+0.53
Article 19 Freedom of Expression
High Advocacy Framing Practice
Editorial
+0.40
Structural
+0.45
SETL
-0.15
Combined
ND
Context Modifier
ND

Repository title and description explicitly advocate for deterministic, transparent code verification: 'Deterministic, hash-based verification for docs that reference code. Fail-closed. Zero fuzzy matching.' This is a direct statement supporting verifiable, unambiguous information (Article 19's 'freedom to seek, receive and impart information'). GitHub's open-source platform structurally enables this freedom.

+0.45
Article 20 Assembly & Association
Medium Advocacy Practice
Editorial
+0.35
Structural
+0.35
SETL
0.00
Combined
ND
Context Modifier
ND

Repository demonstrates freedom of peaceful assembly through collaborative open-source model. Public repository enables contributors to gather, collaborate, and organize around shared development goals.

+0.40
Article 21 Political Participation
Medium Practice Framing
Editorial
+0.30
Structural
+0.30
SETL
0.00
Combined
ND
Context Modifier
ND

Open-source repository contributes to democratic participation in technical governance. Contributors have equal voice in code decisions (via pull-request review). Not a formal government body, but structurally democratic.

+0.15
Article 22 Social Security
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

GitHub structurally supports social security and cultural rights through community platforms. This repository is accessible to all, supporting participation in cultural and intellectual life.

+0.25
Article 23 Work & Equal Pay
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

Open-source contribution enables voluntary work and technical employment opportunities. Repository is freely available for educational and professional development.

+0.15
Article 24 Rest & Leisure
Low
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing rest or leisure. Repository is work-focused; no signals on this Article.

+0.50
Article 25 Standard of Living
Medium Practice
Editorial
ND
Structural
+0.35
SETL
ND
Combined
ND
Context Modifier
ND

GitHub provides significant accessibility features visible on this page. Multiple color themes (light, dark, high-contrast, colorblind modes including tritanopia), skip-to-content link, and semantic HTML support diverse user accessibility needs.

+0.35
Article 26 Education
Medium Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

Public repository enables universal access to education and technical knowledge. No enrollment barriers, costs, or prerequisites. GitHub's open-source model directly supports Article 26's right to education.

+0.45
Article 27 Cultural Participation
Medium Advocacy Practice
Editorial
+0.35
Structural
+0.35
SETL
0.00
Combined
ND
Context Modifier
ND

Repository itself is a tool for participating in cultural life (code verification technology). Free access enables participation in intellectual and technical culture. Open-source license (standard for GitHub) allows creative sharing.

+0.10
Article 28 Social & International Order
Low
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing social and international order. Repository is neutral on this Article.

+0.25
Article 29 Duties to Community
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's Terms of Service (domain-level, not visible on this page) establish duties and responsibilities for users. Repository design respects community standards and rights of others.

+0.05
Article 30 No Destruction of Rights
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable content addressing prohibition of rights destruction. This is a technical repository page, neutral on this Article.

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