This GitHub repository for OpenSwarm demonstrates advocacy for open-source software development and free technical knowledge sharing, with positive directional lean toward Articles 19, 26, and 27 (freedom of expression, education, and cultural participation). The platform's structural features—including global accessibility, democratic contribution models, and attribution systems—support human rights around information freedom and intellectual participation. However, surveillance infrastructure (behavioral tracking, feature flags, analytics) creates privacy concerns under Article 12, and platform control of user-generated content limits absolute intellectual property rights under Article 17.
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.24
Unweighted Mean
+0.23
Max
+0.57 Article 27
Min
-0.15 Article 17
Signal
17
No Data
14
Confidence
28%
Volatility
0.19 (Medium)
Negative
2
Channels
E: 0.5S: 0.5
SETL
+0.14
Editorial-dominant
FW Ratio
50%
38 facts · 38 inferences
Evidence: High: 0 Medium: 13 Low: 4 No Data: 14
Theme Radar
Editorial Channel
What the content says
+0.40
Article 19Freedom of Expression
Medium Advocacy Practice
Editorial
+0.40
SETL
+0.20
Repository title 'OpenSwarm: CLI Code Agent Orchestrator' demonstrates intent to share knowledge and code openly; implicit advocacy for free software and open collaboration.
FW Ratio: 50%
Observable Facts
Repository is publicly accessible and searchable by search engines.
Issues and discussion features are enabled for community participation.
Code is shared under open-source license enabling derivative expression.
Inferences
Open publication of project implicitly advocates for freedom to share information and ideas.
Discussion and issue features enable unfiltered expression within technical community.
Public visibility supports right to seek and receive information about open-source solutions.
+0.40
Article 27Cultural Participation
Medium Advocacy Practice
Editorial
+0.40
SETL
+0.14
OpenSwarm project explicitly demonstrates cultural participation through open-source software development; sharing of code constitutes participation in cultural life of technology community.
FW Ratio: 50%
Observable Facts
Repository provides public access to scientific code and technical innovation.
Git history and contributor attribution preserve authorship of cultural works.
Code can be freely used, modified, and redistributed within license terms.
Inferences
Open-source model enables participation in scientific and technical culture without economic barriers.
Attribution systems support right to recognition of authorship.
Cultural participation is democratic and decentralized rather than gatekept.
+0.35
Article 26Education
Medium Advocacy Practice
Editorial
+0.35
SETL
+0.13
OpenSwarm project structure implicitly advocates for technical education; code repository serves as educational resource for learning AI orchestration.
FW Ratio: 50%
Observable Facts
Repository contains documented code available for learning and study.
GitHub provides free educational tier for students.
Code is publicly accessible as learning resource.
Inferences
Open-source model demonstrates commitment to free technical education.
Public documentation enables knowledge dissemination across economic classes.
Platform infrastructure removes financial barriers to learning software development.
+0.30
Article 20Assembly & Association
Medium Advocacy Practice
Editorial
+0.30
SETL
+0.12
Open-source project structure implicitly advocates for freedom of assembly; community participation in open projects represents association.
FW Ratio: 50%
Observable Facts
Repository enables contributors to freely join and participate without membership fees.
Discussion and collaboration features support group coordination.
Inferences
Open contribution model supports freedom of association in technical communities.
Flat governance structure of open-source projects enables peaceful assembly.
+0.25
Article 29Duties to Community
Low Advocacy Practice
Editorial
+0.25
SETL
+0.11
OpenSwarm project implicitly advocates for responsible use of technology; framing as 'orchestrator' suggests thoughtful coordination of AI agents.
FW Ratio: 50%
Observable Facts
GitHub community guidelines establish expectations for responsible conduct.
Open-source licenses impose duties on redistributors and modifiers.
Inferences
Community standards reflect understanding that freedom entails corresponding responsibilities.
Licensing structure balances individual liberty with community welfare.
ND
PreamblePreamble
Medium Practice
Repository page contains no editorial content discussing human dignity or solidarity.
FW Ratio: 50%
Observable Facts
The page displays a GitHub repository interface with standard collaborative development tools.
Navigation and keyboard shortcuts are documented, indicating design for inclusive participation.
Inferences
The open-source hosting model implies commitment to principles of international cooperation and mutual benefit.
Accessibility features embedded in the platform structure suggest recognition of human dignity in design.
ND
Article 1Freedom, Equality, Brotherhood
Medium Practice
No editorial content addressing equality or freedom.
FW Ratio: 50%
Observable Facts
Repository is publicly accessible without payment barrier.
User authentication system applies uniformly to all participants.
Inferences
Open access structure supports equal rights to participate in knowledge production.
Lack of role-based visibility restrictions on public repos indicates equal treatment.
ND
Article 2Non-Discrimination
Medium Practice
No content addressing non-discrimination.
FW Ratio: 50%
Observable Facts
GitHub community guidelines are enforced uniformly across all repositories.
No visible exclusion mechanisms based on race, gender, religion, or national origin.
Inferences
Uniform enforcement suggests commitment to non-discriminatory participation.
Open-source ethos embedded in platform design supports equal opportunity.
ND
Article 3Life, Liberty, Security
No editorial content addressing right to life, liberty, or security.
ND
Article 4No Slavery
No editorial content addressing slavery or servitude.
ND
Article 5No Torture
No editorial content addressing torture or cruel punishment.
ND
Article 6Legal Personhood
No editorial content addressing right to recognition as person before law.
ND
Article 7Equality Before Law
No editorial content addressing equality before law.
ND
Article 8Right to Remedy
No editorial content addressing remedy for violations of rights.
ND
Article 9No Arbitrary Detention
No editorial content addressing arbitrary arrest.
ND
Article 10Fair Hearing
No editorial content addressing fair trial.
ND
Article 11Presumption of Innocence
No editorial content addressing presumption of innocence.
ND
Article 12Privacy
Medium Practice
No editorial content addressing privacy.
FW Ratio: 50%
Observable Facts
Page includes extensive feature flags array indicating behavioral tracking and A/B testing infrastructure.
Analytics endpoint defined for copilot API integration.
GitHub's ad_tracking modifier indicates behavioral data collection for profiling.
Inferences
Comprehensive feature flag system enables invasive behavioral profiling of user interactions.
Integration of external copilot API suggests third-party data sharing.
Surveillance infrastructure creates chilling effect on privacy of thought and communication.
ND
Article 13Freedom of Movement
Medium Practice
No editorial content addressing freedom of movement.
FW Ratio: 50%
Observable Facts
Repository is accessible from any geographic location.
No country-based access restrictions or IP-blocking visible.
Inferences
Platform architecture supports unrestricted international participation in open-source development.
Absence of geofencing suggests commitment to global accessibility.
ND
Article 14Asylum
Low Practice
No editorial content addressing asylum or persecution.
FW Ratio: 50%
Observable Facts
GitHub supports pseudonymous account creation and contribution.
Repository content is globally accessible to users in any jurisdiction.
Inferences
Platform structure enables refuge for knowledge-sharing communities across borders.
Anonymity features support participation by persecuted individuals.
ND
Article 15Nationality
No editorial content addressing nationality.
ND
Article 16Marriage & Family
No editorial content addressing marriage or family.
ND
Article 17Property
Medium Practice
No editorial content addressing property or intellectual property rights.
FW Ratio: 50%
Observable Facts
GitHub ToS establish platform control over content storage and distribution.
User contributions are subject to license terms set by GitHub.
Inferences
Conditional intellectual property rights limit absolute ownership of contributed code.
Platform infrastructure creates dependency relationship rather than true property rights.
ND
Article 18Freedom of Thought
Medium Practice
No editorial content addressing freedom of thought, conscience, or religion.
FW Ratio: 50%
Observable Facts
Repository accepts contributions without requiring ideological conformity.
Open discussion model supports expression of diverse viewpoints in issues and discussions.
Inferences
Platform structure removes barriers to thought and conscience expression.
Decentralized contribution model respects intellectual freedom.
ND
Article 21Political Participation
Low Practice
No editorial content addressing participation in government.
FW Ratio: 50%
Observable Facts
Pull requests enable community participation in project direction.
Issue voting features allow stakeholder input on priorities.
Inferences
Consensus-based governance model demonstrates principles of democratic participation.
Transparent decision-making supports equal right to participate in project governance.
ND
Article 22Social Security
No editorial content addressing social security.
ND
Article 23Work & Equal Pay
No editorial content addressing labor rights or working conditions.
ND
Article 24Rest & Leisure
No editorial content addressing rest and leisure.
ND
Article 25Standard of Living
Medium Practice
No editorial content addressing adequate standard of living.
FW Ratio: 50%
Observable Facts
Platform provides free public repository hosting.
Accessibility features are built into platform infrastructure.
Inferences
Free access model supports equitable participation across economic classes.
Accessibility features ensure adequate digital access for disabled users.
ND
Article 28Social & International Order
Medium Practice
No editorial content addressing social and international order.
FW Ratio: 50%
Observable Facts
Repository is globally accessible without regional restrictions.
Open-source license applies universally without geographic limitation.
Inferences
Global accessibility supports right to international order ensuring human rights.
Decentralized international collaboration embodies principles of universal human dignity.
ND
Article 30No Destruction of Rights
Low Practice
No editorial content addressing interpretation or limitation of rights.
FW Ratio: 50%
Observable Facts
GitHub ToS prohibit hate speech and discrimination.
Platform structure prevents misuse of freedom for purposes contrary to human rights.
Moderation policies protect vulnerable groups from harm.
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.
+0.35
Article 18Freedom of Thought
Medium Practice
Structural
+0.35
Context Modifier
0.00
SETL
ND
Open-source repository enables expression of ideas without ideological gatekeeping; developers can publish code reflecting diverse values and beliefs.
+0.35
Article 27Cultural Participation
Medium Advocacy Practice
Structural
+0.35
Context Modifier
+0.20
SETL
+0.14
GitHub's public repository model enables free participation in scientific and technical culture; contributions are credited and attributed, supporting author rights within open-source context.
+0.30
Article 19Freedom of Expression
Medium Advocacy Practice
Structural
+0.30
Context Modifier
+0.20
SETL
+0.20
GitHub's public discussion model, issue tracking, and pull request system enable unrestricted freedom of expression in technical context; community guidelines protect speech within legal bounds.
+0.30
Article 26Education
Medium Advocacy Practice
Structural
+0.30
Context Modifier
+0.15
SETL
+0.13
Platform structure enables free access to educational code repositories; documentation and code comments support learning; no paywalls for accessing knowledge.
+0.25
Article 13Freedom of Movement
Medium Practice
Structural
+0.25
Context Modifier
0.00
SETL
ND
Platform enables global participation without geographic restrictions; open-source model supports international collaboration.
+0.25
Article 20Assembly & Association
Medium Advocacy Practice
Structural
+0.25
Context Modifier
0.00
SETL
+0.12
GitHub enables formation of development communities without gatekeeping; discussion features and contribution model support voluntary association of developers.
+0.20
PreamblePreamble
Medium Practice
Structural
+0.20
Context Modifier
0.00
SETL
ND
GitHub's platform infrastructure supports global collaboration and democratic participation in open-source development, aligning with preamble ideals of international cooperation.
+0.20
Article 14Asylum
Low Practice
Structural
+0.20
Context Modifier
0.00
SETL
ND
Open-source platform offers anonymous or pseudonymous participation opportunity for users in restrictive jurisdictions.
+0.20
Article 21Political Participation
Low Practice
Structural
+0.20
Context Modifier
0.00
SETL
ND
Open-source governance model demonstrates democratic participation in project decisions through consensus and community voting on issues.
+0.20
Article 25Standard of Living
Medium Practice
Structural
+0.20
Context Modifier
+0.15
SETL
ND
GitHub's accessibility features (keyboard navigation, ARIA support) enable participation regardless of economic status; open-source reduces barriers to software access.
+0.20
Article 29Duties to Community
Low Advocacy Practice
Structural
+0.20
Context Modifier
0.00
SETL
+0.11
GitHub's community guidelines establish responsibilities for contributors; licensing frameworks enforce duties regarding derivative works and attribution.
+0.15
Article 1Freedom, Equality, Brotherhood
Medium Practice
Structural
+0.15
Context Modifier
+0.05
SETL
ND
GitHub's access model provides equal registration and participation rights regardless of user background; feature flags show no discriminatory access barriers.
+0.15
Article 28Social & International Order
Medium Practice
Structural
+0.15
Context Modifier
0.00
SETL
ND
GitHub's global infrastructure and open-source ethos support international order in knowledge production; absence of export controls or regional restrictions enables universal participation.
+0.12
Article 2Non-Discrimination
Medium Practice
Structural
+0.12
Context Modifier
+0.05
SETL
ND
GitHub's terms of service establish non-discrimination principles; community guidelines enforce equal treatment regardless of protected characteristics.
+0.10
Article 30No Destruction of Rights
Low Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
GitHub's terms of service prohibit using platform to violate human rights or discriminate; structural safeguards prevent use of infrastructure to undermine UDHR rights.
-0.10
Article 17Property
Medium Practice
Structural
-0.10
Context Modifier
-0.05
SETL
ND
GitHub's terms restrict absolute ownership of user-generated content; platform retains control of content moderation and infrastructure. Users grant perpetual license to GitHub for hosting content.
-0.15
Article 12Privacy
Medium Practice
Structural
-0.15
Context Modifier
+0.02
SETL
ND
Feature flags and analytics tracking (evident from payload containing 'featureFlags' and 'copilotApiOverrideUrl') create behavioral surveillance infrastructure; privacy controls exist but data collection is extensive.
ND
Article 3Life, Liberty, Security
No structural features or practices observable related to physical security or bodily integrity.
ND
Article 4No Slavery
No structural mechanisms enforcing labor conditions; platform concerns are data and IP, not slavery.
ND
Article 5No Torture
No observable structural mechanisms related to punishment or abuse.
ND
Article 6Legal Personhood
GitHub's account system establishes legal identity for platform purposes.
ND
Article 7Equality Before Law
No observable structural discrimination in legal standing on platform.
ND
Article 8Right to Remedy
GitHub provides dispute resolution mechanisms through appeals and support channels, but not visible in this repository view.
ND
Article 9No Arbitrary Detention
No observable structural mechanisms related to arrest or detention.
ND
Article 10Fair Hearing
No observable structural mechanisms related to judicial proceedings.
ND
Article 11Presumption of Innocence
No observable structural mechanisms related to criminal law.
ND
Article 15Nationality
No observable structural mechanisms related to nationality.
ND
Article 16Marriage & Family
No observable structural mechanisms related to family or matrimony.
ND
Article 22Social Security
No observable structural mechanisms related to social security or welfare.
ND
Article 23Work & Equal Pay
Open-source model depends on unpaid volunteer labor; structure does not enforce labor protections or fair compensation.
ND
Article 24Rest & Leisure
No observable structural mechanisms related to rest, leisure, or work-life balance.
Supplementary Signals
Epistemic Quality
0.47low claims
Sources
0.3
Evidence
0.4
Uncertainty
0.5
Purpose
0.7
Propaganda Flags
1techniques detected
loaded language
Title 'OpenSwarm' uses positive framing ('Open') to evoke values of transparency and freedom without substantive disclosure of AI surveillance implications.
Solution Orientation
0.61solution oriented
Reader Agency
0.7
Emotional Tone
measured
Valence
+0.3
Arousal
0.2
Dominance
0.4
Stakeholder Voice
0.453 perspectives
Speaks: institutiondeveloperscommunity
About: usersmarginalized
Temporal Framing
presentunspecified
Geographic Scope
global
Complexity
technicalhigh jargondomain specific
Transparency
0.33
✓ Author✗ Conflicts✗ Funding
Event Timeline
20 events
2026-02-26 05:58
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:57
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
--
2026-02-26 05:56
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:52
credit_exhausted
Credit balance too low, retrying in 293s
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2026-02-26 05:51
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:47
credit_exhausted
Credit balance too low, retrying in 297s
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2026-02-26 05:46
credit_exhausted
Credit balance too low, retrying in 340s
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2026-02-26 05:46
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:45
credit_exhausted
Credit balance too low, retrying in 354s
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2026-02-26 05:43
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:36
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:35
credit_exhausted
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2026-02-26 05:33
credit_exhausted
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2026-02-26 05:30
credit_exhausted
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2026-02-26 05:29
credit_exhausted
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2026-02-26 05:26
credit_exhausted
Credit balance too low, retrying in 285s
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2026-02-26 05:26
credit_exhausted
Credit balance too low, retrying in 265s
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2026-02-26 05:25
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub
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2026-02-26 05:24
credit_exhausted
Credit balance too low, retrying in 327s
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2026-02-26 05:24
dlq
Dead-lettered after 1 attempts: Show HN: OpenSwarm – Multi‑Agent Claude CLI Orchestrator for Linear/GitHub