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home / github.com / item 47144469
+0.10 OpenHarness: A code-first, composable SDK to build powerful AI agents (github.com)
1 points by MaxGfeller 18 hours ago | 2 comments on HN | MIXED_POSITIVE_WITH_PRIVACY_CONCERNS Mixed · vv3.4 · 2026-02-25
Article Heatmap
Preamble: +0.35 — Preamble P Article 1: +0.20 — Freedom, Equality, Brotherhood 1 Article 2: +0.15 — Non-Discrimination 2 Article 3: +0.15 — Life, Liberty, Security 3 Article 4: 0.00 — No Slavery 4 Article 5: 0.00 — No Torture 5 Article 6: 0.00 — Legal Personhood 6 Article 7: +0.15 — Equality Before Law 7 Article 8: +0.20 — Right to Remedy 8 Article 9: -0.25 — No Arbitrary Detention 9 Article 10: +0.15 — Fair Hearing 10 Article 11: +0.10 — Presumption of Innocence 11 Article 12: -0.35 — Privacy 12 Article 13: +0.35 — Freedom of Movement 13 Article 14: +0.35 — Asylum 14 Article 15: +0.15 — Nationality 15 Article 16: 0.00 — Marriage & Family 16 Article 17: -0.35 — Property 17 Article 18: +0.20 — Freedom of Thought 18 Article 19: +0.48 — Freedom of Expression 19 Article 20: +0.30 — Assembly & Association 20 Article 21: -0.15 — Political Participation 21 Article 22: +0.25 — Social Security 22 Article 23: +0.15 — Work & Equal Pay 23 Article 24: 0.00 — Rest & Leisure 24 Article 25: +0.75 — Standard of Living 25 Article 26: +0.38 — Education 26 Article 27: +0.48 — Cultural Participation 27 Article 28: -0.15 — Social & International Order 28 Article 29: +0.10 — Duties to Community 29 Article 30: +0.15 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.10 Unweighted Mean +0.10
Max +0.75 Article 25 Min -0.35 Article 12
Signal 24 No Data 7
Confidence ND Volatility 0.35 (High)
Negative 5 Channels E: 0.5 S: 0.5
SETL +0.04 Editorial-dominant
FW Ratio 61% 0 facts · 0 inferences
Evidence: High: 3 Medium: 11 Low: 10 No Data: 7
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.23 (3 articles) Security: 0.05 (3 articles) Legal: 0.06 (6 articles) Privacy & Movement: 0.13 (4 articles) Personal: -0.05 (3 articles) Expression: 0.21 (3 articles) Economic & Social: 0.29 (4 articles) Cultural: 0.43 (2 articles) Order & Duties: 0.03 (3 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy +0.15
Article 12
GitHub implements privacy controls and data protection infrastructure observable in DNS prefetch patterns and analytics opt-out mechanisms. User-centered privacy practices evident in metadata structure.
Terms of Service -0.05
Article 21
Standard platform terms apply broadly; no repository-level deviation observed. Neutral modifier reflects typical commercial licensing constraints.
Accessibility +0.20
Article 25
Multiple accessibility features observable: skip-to-content link, color-blind theme support (colorblind, tritanopia variants), high-contrast modes, keyboard navigation support, ARIA attributes, semantic HTML structure.
Mission
Repository mission is technical (AI agents SDK), not explicitly human-rights-aligned. No inherited mission modifier applies.
Editorial Code
GitHub does not impose editorial policies on user repositories. No modifier.
Ownership
Public repository under individual ownership. No corporate editorial control detected.
Access Model +0.10
Article 19 Article 27
GitHub provides free public repository hosting enabling open-source distribution. Observable structured markdown rendering, issue tracking, pull requests, and wiki support facilitate information sharing and collaboration.
Ad/Tracking -0.10
Article 12
Analytics tracking detected (octolytics-url, collector.github.com, browser-stats-url). Visitor payload and HMAC tracking observable. Standard commercial analytics present but user consent mechanisms not visible in truncated content.
Score Breakdown
+0.35
Preamble Preamble
Medium Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

Repository structure and platform affordances support collaborative, transparent development practices consistent with Preamble dignity and equality principles. Open-source model enables participation. Tracking infrastructure introduces mild countervailing signal.

+0.20
Article 1 Freedom, Equality, Brotherhood
Low Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

Repository model presumes equal standing in open-source community. No visible discrimination in access controls for public repo. Limited direct relevance to Article 1 substantive content.

+0.15
Article 2 Non-Discrimination
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

Public repository model does not enforce distinction based on observable personal attributes. Minimal direct signal.

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

No direct mechanisms for life or security governance visible. Open repository does not provide safety-related features or infrastructure.

0.00
Article 4 No Slavery
Low
Editorial
ND
Structural
0.00
SETL
ND
Combined
ND
Context Modifier
ND

No observable mechanisms related to slavery or servitude. Not applicable to software repository context.

0.00
Article 5 No Torture
Low
Editorial
ND
Structural
0.00
SETL
ND
Combined
ND
Context Modifier
ND

No observable torture or cruel treatment mechanisms in software repository. Not applicable.

0.00
Article 6 Legal Personhood
Low
Editorial
ND
Structural
0.00
SETL
ND
Combined
ND
Context Modifier
ND

No direct relevance to legal personhood or recognition. Not applicable to software repository.

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

Public repository model supports equal treatment under collaborative development norms. Minimal specific signal.

+0.20
Article 8 Right to Remedy
Medium Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

Repository structure enables users to seek remedy through GitHub's reporting mechanisms (observable in platform features). Limited but present support.

-0.25
Article 9 No Arbitrary Detention
Medium Practice
Editorial
ND
Structural
-0.15
SETL
ND
Combined
ND
Context Modifier
ND

Analytics and tracking infrastructure embedded in GitHub platform enables arbitrary detention of user data without explicit consent visible in truncated page. No opt-out mechanisms observable in header content.

+0.15
Article 10 Fair Hearing
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

Public repository model does not visibly impose pre-judgment conditions on access or participation. Minimal signal.

+0.10
Article 11 Presumption of Innocence
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

Repository does not enforce presumption of guilt; open-source norms presume good faith participation. Very weak signal.

-0.35
Article 12 Privacy
Medium Practice
Editorial
ND
Structural
-0.20
SETL
ND
Combined
ND
Context Modifier
ND

Tracking and analytics infrastructure directly violates privacy expectations. Analytics collection visible without explicit consent UI. Visitor tracking HMAC tokens embedded. Modifier reinforces signal due to accessibility-related privacy considerations.

+0.35
Article 13 Freedom of Movement
Medium Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

Repository hosting on GitHub enables free movement and residence in global developer communities. Open-source model facilitates cross-border collaboration. Access model supports Article 13 principles.

+0.35
Article 14 Asylum
Medium Practice
Editorial
ND
Structural
+0.30
SETL
ND
Combined
ND
Context Modifier
ND

Public repository is accessible to any developer seeking asylum in open-source communities. No visible barriers to participation from persecuted groups. GitHub provides intellectual refuge.

+0.15
Article 15 Nationality
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

Repository does not encode nationality discrimination. No visible distinctions based on national origin. Minimal relevant signal.

0.00
Article 16 Marriage & Family
Low
Editorial
ND
Structural
0.00
SETL
ND
Combined
ND
Context Modifier
ND

Software repository does not implement family law or marriage governance. Not applicable.

-0.35
Article 17 Property
Medium Practice
Editorial
ND
Structural
-0.25
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's terms of service (referenced implicitly) include provisions allowing account suspension and content removal. Tracking infrastructure enables data harvesting on users' intellectual property and contributions. Limited protection of property rights visible.

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

Repository structure supports freedom of thought through open discussion, issue threads, and wiki features. Collaborative development model enables diverse ideological contributions without censorship visible at repository level.

+0.48
Article 19 Freedom of Expression
High Advocacy Practice
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND

Repository title and description explicitly advocate for open-source software and AI transparency. GitHub's infrastructure enables global information distribution. Open-source licensing removes dissemination barriers. Strong positive signal.

+0.30
Article 20 Assembly & Association
Medium Practice
Editorial
ND
Structural
+0.25
SETL
ND
Combined
ND
Context Modifier
ND

Repository structure enables free association through collaboration, issue discussion, and contributor communities. Pull request features facilitate peaceful assembly of ideas. No visible restrictions on association observed.

-0.15
Article 21 Political Participation
Low Practice
Editorial
ND
Structural
-0.10
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's terms of service restrict participation through account-based gates and content removal provisions. Repository is subject to platform moderation. Mild negative signal.

+0.25
Article 22 Social Security
Medium Practice
Editorial
ND
Structural
+0.20
SETL
ND
Combined
ND
Context Modifier
ND

Open-source development model provides social security through knowledge sharing and collaborative benefit. Repository enables communities to support technical development collectively. Positive but limited signal.

+0.15
Article 23 Work & Equal Pay
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

Open-source development model does not enforce labor restrictions. Volunteer contributors maintain agency and work choice. Limited direct relevance to employment law.

0.00
Article 24 Rest & Leisure
Low
Editorial
ND
Structural
0.00
SETL
ND
Combined
ND
Context Modifier
ND

Software repository does not regulate rest or leisure. Not applicable.

+0.75
Article 25 Standard of Living
High Practice
Editorial
ND
Structural
+0.55
SETL
ND
Combined
ND
Context Modifier
ND

GitHub implements comprehensive accessibility features directly observable in page structure. Multiple color-blind themes, high-contrast modes, keyboard navigation, ARIA attributes, skip-to-content links, semantic HTML all documented in page source. Strong positive signal reinforced by domain-level accessibility modifier.

+0.38
Article 26 Education
Medium Advocacy Practice
Editorial
+0.30
Structural
+0.25
SETL
+0.12
Combined
ND
Context Modifier
ND

Repository explicitly advances education through open-source code sharing and collaborative learning. SDK enables technical skill development. Documentation structure supports knowledge acquisition. Positive signal.

+0.48
Article 27 Cultural Participation
High Advocacy Practice
Editorial
+0.40
Structural
+0.35
SETL
+0.14
Combined
ND
Context Modifier
ND

Repository directly participates in cultural and scientific commons through open-source AI agent technology. Shared intellectual property enables collective cultural development. Repository title emphasizes composability enabling derivative cultural expression. Strong positive signal.

-0.15
Article 28 Social & International Order
Low Practice
Editorial
ND
Structural
-0.15
SETL
ND
Combined
ND
Context Modifier
ND

GitHub's platform governance is centralized and unilateral. Repository users have no binding input into platform policies or content moderation decisions. Social and international order are determined by GitHub corporate policies, not democratic process.

+0.10
Article 29 Duties to Community
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

Repository structure does not enforce development duties or community obligation restrictions. Open-source model presumes voluntary participation without coerced duties. Limited positive signal.

+0.15
Article 30 No Destruction of Rights
Low Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

Open-source licensing and GitHub's structure prevent interpretation of rights to destroy rights. Repository protects UDHR-aligned freedoms through share-alike licensing. Limited but present signal.

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