Summary Digital Access & Knowledge Commons Advocates
The RightNow-AI/openfang repository is an open-source software project that instantiates human rights principles through structural design: public accessibility, freedom of expression and association, collaborative governance, and equitable access to technical knowledge. The project demonstrates advocacy for digital equality and the right to participate in scientific/technical advancement through open-source licensing and global accessibility, with minor concerns regarding intellectual property rights conditioned on platform terms and behavioral analytics tracking.
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.15
Unweighted Mean
+0.13
Max
+0.39 Article 19
Min
-0.13 Article 17
Signal
22
No Data
9
Confidence
46%
Volatility
0.12 (Low)
Negative
1
Channels
E: 0.3S: 0.7
SETL
-0.03
Structural-dominant
FW Ratio
54%
53 facts · 45 inferences
Evidence: High: 5 Medium: 15 Low: 2 No Data: 9
Theme Radar
Editorial Channel
What the content says
+0.18
Article 19Freedom of Expression
High Advocacy Framing
Editorial
+0.18
SETL
-0.06
Repository title and description ('Open-source Agent Operating System') are statements expressing technical vision and philosophy; the project itself is an expression of technical ideas and collaborative knowledge sharing.
FW Ratio: 57%
Observable Facts
Repository is publicly searchable and discoverable on GitHub.
Code, documentation, and discussion are published without editorial oversight.
Contributions from multiple developers demonstrate collaborative expression.
Repository description and title articulate technical vision without censorship.
Inferences
Public repository status enables expression of technical ideas globally.
Collaborative structure reflects freedom to communicate and receive information.
Absence of content moderation supports freedom of expression in technical domain.
+0.16
Article 20Assembly & Association
High Framing Practice
Editorial
+0.16
SETL
-0.06
Project description and goals reflect organized technical community; repository demonstrates collective action around shared purpose.
FW Ratio: 57%
Observable Facts
Repository enables multiple developers to associate around shared technical goals.
Discussion and issue tracking facilitate collective decision-making.
Open contributions allow voluntary participation without mandatory membership.
Repository structure supports both individual and collective participation.
Inferences
Open-source model enables freedom of association around technical goals.
Collaborative features support organized collective action.
Voluntary participation structure respects choice in association.
+0.16
Article 27Cultural Participation
High Advocacy Practice
Editorial
+0.16
SETL
+0.06
Repository represents intellectual work (software code) shared freely; license grants rights to use, modify, and distribute intellectual output. Project name 'openfang' and open-source model express commitment to unrestricted knowledge sharing.
FW Ratio: 57%
Observable Facts
Repository is released under open-source license granting modification and distribution rights.
Code and documentation are publicly available without copyright restrictions.
Project enables participation in technical/scientific community globally.
License protects contributors' right to share intellectual output.
Inferences
Open-source license instantiates right to participate in cultural/scientific advancement.
Free licensing supports universal access to intellectual property benefits.
Project structure enables protection of authors' moral rights while enabling sharing.
+0.14
Article 26Education
High Practice
Editorial
+0.14
SETL
-0.06
Repository itself is educational content; project description articulates technical concepts and knowledge intended for learning.
FW Ratio: 57%
Observable Facts
Repository provides code and documentation as educational resources.
No tuition or enrollment barriers restrict access to technical learning.
Public documentation is available to all users without discrimination.
Responsive design enables access across device types.
Accessibility markup is present in page HTML.
Inferences
Accessibility infrastructure supports equitable access to technical community.
Inclusive design lowers barriers to participation in knowledge commons.
Universal design reflects commitment to human dignity in digital access.
ND
Article 28Social & International Order
Medium Practice
No explicit content about social and international order.
FW Ratio: 50%
Observable Facts
Repository is globally accessible across all jurisdictions.
Contributions from international community demonstrate cross-border cooperation.
Inferences
Global platform structure supports international order based on cooperation.
Open-source ethos reflects commitment to shared responsibility.
ND
Article 29Duties to Community
Medium Practice
No explicit content about community duties or limitations.
FW Ratio: 60%
Observable Facts
Open-source license includes conditions on use and distribution.
GitHub community guidelines establish conduct expectations for contributors.
License requirements create structured duties to respect others' rights.
Inferences
Licensing structure creates mutual duties among community members.
Community guidelines establish norms balancing individual freedoms with collective interests.
ND
Article 30No Destruction of Rights
Medium Practice
No explicit content about prohibition on destruction of rights.
FW Ratio: 50%
Observable Facts
GitHub abuse policies prevent using platform to harm others.
Community governance distributes power among contributors.
Inferences
Platform governance prevents monopolization that would destroy UDHR rights.
Distributed contributor model resists authoritarian control.
Structural Channel
What the site does
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
+0.10
Article 12
GitHub has standard privacy controls and policies protecting user data and discussion content from unauthorized access.
Terms of Service
+0.05
Article 1 Article 2
GitHub ToS establish baseline equal treatment of users without discrimination, though enforcement depends on implementation.
Accessibility
+0.15
Article 25 Article 26
Observable accessibility features including keyboard navigation, ARIA support, and responsive design promote equitable access to platform functionality.
Mission
—
GitHub's public mission emphasizes open collaboration and global access to development tools, indirectly supporting knowledge-sharing rights.
Editorial Code
+0.08
Article 19 Article 27
GitHub community guidelines establish standards for respectful discussion and protect user expression within community contexts.
Ownership
-0.05
Article 17
GitHub retains platform control; user-generated content ownership is subject to platform terms, creating conditional rather than absolute intellectual property rights.
Access Model
+0.12
Article 19 Article 27
Public discussion board model enables open participation and knowledge dissemination without gatekeeping, supporting freedom of expression and information access.
Ad/Tracking
-0.08
Article 12
GitHub's feature flags and analytics tracking create potential privacy concerns; behavioral data collection may infringe on privacy of thought.
+0.20
Article 19Freedom of Expression
High Advocacy Framing
Structural
+0.20
Context Modifier
+0.20
SETL
-0.06
GitHub's access model (cached DCP +0.12 modifier) enables public expression without gatekeeping; community guidelines (cached DCP +0.08 modifier) protect respectful discussion. Public repository is a structural instantiation of freedom of expression.
+0.18
Article 20Assembly & Association
High Framing Practice
Structural
+0.18
Context Modifier
0.00
SETL
-0.06
GitHub's platform structure enables free association through collaborative development; public discussion boards and contribution mechanisms facilitate organized collective action without restriction.
+0.18
Article 25Standard of Living
High Practice
Structural
+0.18
Context Modifier
+0.15
SETL
ND
GitHub's accessibility features (cached DCP +0.15 modifier) including keyboard navigation and ARIA support enable access for users with disabilities; responsive design supports access across devices and contexts.
+0.16
Article 26Education
High Practice
Structural
+0.16
Context Modifier
+0.15
SETL
-0.06
GitHub's accessibility (cached DCP +0.15 modifier) and open-access model enable equitable education access. Repository provides free technical education without cost barriers.
+0.15
PreamblePreamble
Medium Practice
Structural
+0.15
Context Modifier
0.00
SETL
ND
GitHub's platform structure enables open collaboration and global knowledge sharing, supporting the Preamble's emphasis on dignity and justice through accessible tool infrastructure.
+0.14
Article 27Cultural Participation
High Advocacy Practice
Structural
+0.14
Context Modifier
+0.20
SETL
+0.06
GitHub's access model (cached DCP +0.12 modifier) and community guidelines (cached DCP +0.08 modifier) enable free participation in scientific/technical community. Open-source licensing grants intellectual property rights to users.
+0.12
Article 1Freedom, Equality, Brotherhood
Medium Practice
Structural
+0.12
Context Modifier
+0.05
SETL
ND
GitHub's platform ToS (cached DCP) establish baseline equal treatment; open-source projects like this one are available to all users regardless of status.
+0.12
Article 18Freedom of Thought
Medium Practice
Structural
+0.12
Context Modifier
0.00
SETL
ND
Open-source model permits independent thought and technical choice; no ideological gatekeeping on repository content or philosophy.
+0.10
Article 2Non-Discrimination
Medium Practice
Structural
+0.10
Context Modifier
+0.05
SETL
ND
GitHub's ToS (cached DCP) prohibit discrimination; open repositories do not discriminate based on protected characteristics.
+0.10
Article 7Equality Before Law
Medium Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
GitHub's community guidelines and ToS provide equal legal standing for all users; repository access and contribution mechanisms apply uniformly.
+0.10
Article 13Freedom of Movement
Medium Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
GitHub provides global access to software tools without geographic restrictions; repository is accessible across borders.
+0.10
Article 28Social & International Order
Medium Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
GitHub provides infrastructure for global technical collaboration supporting international cooperation; open-source model reflects commitment to international knowledge-sharing order.
+0.08
Article 3Life, Liberty, Security
Low Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
GitHub provides secure infrastructure for code storage and collaboration; repository hosting does not inherently threaten physical security.
+0.08
Article 8Right to Remedy
Medium Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
GitHub provides reporting mechanisms (issue tracking, abuse reporting) through which users can seek remedy for violations; open repositories can report problems through platform infrastructure.
+0.08
Article 10Fair Hearing
Medium Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
GitHub's community guidelines (cached DCP) establish procedural standards for addressing violations; open repositories operate within transparent governance frameworks.
+0.08
Article 22Social Security
Medium Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
Open-source community provides informal social support and knowledge-sharing infrastructure; repository participates in global commons supporting technical capacity development.
+0.08
Article 30No Destruction of Rights
Medium Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
GitHub's platform policies prevent weaponization of community features; open-source governance structures prevent any single actor from destroying platform's human rights functions.
+0.06
Article 29Duties to Community
Medium Practice
Structural
+0.06
Context Modifier
0.00
SETL
ND
GitHub's community guidelines (cached DCP +0.08 modifier) establish norms for respectful participation; open-source licensing imposes conditions on use (attribution, copyleft requirements) reflecting duties to broader community.
+0.05
Article 6Legal Personhood
Low Practice
Structural
+0.05
Context Modifier
0.00
SETL
ND
GitHub's infrastructure and ToS provide legal framework recognizing user accounts and contributions; open-source projects operate within recognized legal systems.
+0.05
Article 12Privacy
Medium Practice
Structural
+0.05
Context Modifier
+0.02
SETL
ND
GitHub's privacy policies (cached DCP +0.1 modifier) protect user data; however, behavioral tracking via feature flags and analytics (cached DCP -0.08 modifier) creates privacy concerns. Repository content is public by default, limiting privacy protections for contributed code.
+0.05
Article 23Work & Equal Pay
Medium Practice
Structural
+0.05
Context Modifier
0.00
SETL
ND
Open-source contributions are typically voluntary; however, some contributors may be paid. Repository does not impose working conditions, but also provides no labor protections for unpaid contributors.
-0.08
Article 17Property
Medium Practice
Structural
-0.08
Context Modifier
-0.05
SETL
ND
GitHub's ToS (cached DCP -0.05 modifier on ownership) condition intellectual property rights on platform terms; users contribute code but GitHub retains platform control. Open-source licensing grants broader rights to code itself, but contributors surrender some ownership control to GitHub's terms.
ND
Article 4No Slavery
No structural signals regarding slavery or forced labor in repository context.
ND
Article 5No Torture
Not applicable to open-source repository platform.
ND
Article 9No Arbitrary Detention
Not applicable to open-source software repository.
ND
Article 11Presumption of Innocence
Not applicable to open-source repository platform.
ND
Article 14Asylum
Not directly applicable to open-source repository; GitHub provides shelter for code globally but does not address political asylum.
ND
Article 15Nationality
Not applicable to open-source repository platform.
ND
Article 16Marriage & Family
Not applicable to open-source repository platform.
ND
Article 21Political Participation
Open-source governance may include technical voting on features, but this is not political participation in UDHR sense.
ND
Article 24Rest & Leisure
Not applicable to open-source repository platform.
Supplementary Signals
Epistemic Quality
0.43low claims
Sources
0.3
Evidence
0.4
Uncertainty
0.5
Purpose
0.6
Propaganda Flags
0techniques detected
Solution Orientation
0.69solution oriented
Reader Agency
0.8
Emotional Tone
measured
Valence
+0.3
Arousal
0.3
Dominance
0.4
Stakeholder Voice
0.623 perspectives
Speaks: developerscommunityinstitution
About: usersglobal_population
Temporal Framing
presentunspecified
Geographic Scope
global
Complexity
technicalhigh jargondomain specific
Transparency
0.50
✓ Author
Event Timeline
20 events
2026-02-26 05:57
credit_exhausted
Credit balance too low, retrying in 270s
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2026-02-26 05:57
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:56
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:55
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:54
credit_exhausted
Credit balance too low, retrying in 252s
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2026-02-26 05:53
credit_exhausted
Credit balance too low, retrying in 345s
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2026-02-26 05:51
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:49
credit_exhausted
Credit balance too low, retrying in 298s
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2026-02-26 05:49
credit_exhausted
Credit balance too low, retrying in 272s
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2026-02-26 05:47
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:46
credit_exhausted
Credit balance too low, retrying in 325s
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2026-02-26 05:44
credit_exhausted
Credit balance too low, retrying in 327s
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2026-02-26 05:43
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:39
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:38
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System
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2026-02-26 05:37
credit_exhausted
Credit balance too low, retrying in 288s
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2026-02-26 05:37
credit_exhausted
Credit balance too low, retrying in 290s
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2026-02-26 05:34
credit_exhausted
Credit balance too low, retrying in 248s
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2026-02-26 05:32
credit_exhausted
Credit balance too low, retrying in 314s
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2026-02-26 05:29
dlq
Dead-lettered after 1 attempts: Open-Source Agent Operating System