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home / github.com / item 47153941
+0.40 Show HN: Sgai – Goal-driven multi-agent software dev (GOAL.md → working code) (github.com)
17 points by sandgardenhq 3 hours ago | 10 comments on HN | Moderate Positive Landing Page · vv3.4 · 2026-02-25
Article Heatmap
Preamble: +0.50 — Preamble P Article 1: +0.45 — Freedom, Equality, Brotherhood 1 Article 2: +0.60 — Non-Discrimination 2 Article 3: +0.30 — 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: +0.50 — Legal Personhood 6 Article 7: +0.45 — Equality Before Law 7 Article 8: +0.20 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: +0.35 — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.10 — Privacy 12 Article 13: +0.70 — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: +0.35 — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: +0.55 — Property 17 Article 18: +0.60 — Freedom of Thought 18 Article 19: +0.85 — Freedom of Expression 19 Article 20: +0.65 — Assembly & Association 20 Article 21: +0.38 — Political Participation 21 Article 22: +0.50 — Social Security 22 Article 23: +0.23 — Work & Equal Pay 23 Article 24: +0.20 — Rest & Leisure 24 Article 25: +0.30 — Standard of Living 25 Article 26: +0.65 — Education 26 Article 27: +0.80 — Cultural Participation 27 Article 28: +0.38 — Social & International Order 28 Article 29: +0.23 — Duties to Community 29 Article 30: +0.13 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.40 Unweighted Mean +0.36
Max +0.85 Article 19 Min +0.10 Article 12
Signal 22 No Data 8
Confidence ND Volatility 0.31 (Medium)
Negative 0 Channels E: 0.3 S: 0.7
SETL -0.18 Structural-dominant
FW Ratio 64% 0 facts · 0 inferences
Evidence: High: 2 Medium: 13 Low: 7 No Data: 8
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.52 (3 articles) Security: 0.30 (1 articles) Legal: 0.38 (4 articles) Privacy & Movement: 0.38 (3 articles) Personal: 0.57 (2 articles) Expression: 0.63 (3 articles) Economic & Social: 0.31 (4 articles) Cultural: 0.73 (2 articles) Order & Duties: 0.24 (3 articles)
Editorial Channel
What the content says
+0.60
Article 19 Freedom of Expression
High Practice Framing Coverage
Editorial
+0.60
SETL
-0.26

Repository page exemplifies freedom of expression and information access. GitHub platform enables global information distribution; public repository maximizes speech visibility.

+0.50
Article 20 Assembly & Association
Medium Practice Coverage
Editorial
+0.50
SETL
-0.24

Repository structure supports freedom of peaceful assembly and association; collaborative development model enables voluntary participation.

+0.50
Article 27 Cultural Participation
High Practice Framing Coverage
Editorial
+0.50
SETL
-0.24

Repository exemplifies cultural participation rights through open-source creative/technical participation; code as cultural artifact shared globally.

+0.40
Article 18 Freedom of Thought
Medium Practice Framing
Editorial
+0.40
SETL
-0.22

Repository page supports freedom of thought and conscience through open-source philosophy; no ideological filters on participation.

+0.40
Article 26 Education
Medium Practice Framing
Editorial
+0.40
SETL
-0.22

Repository structure supports education rights through open knowledge sharing; code and documentation available for learning without barriers.

+0.30
Article 21 Political Participation
Low Practice
Editorial
+0.30
SETL
-0.13

Repository page supports democratic participation in governance of code; voting and consensus mechanisms limited to technical decisions.

+0.30
Article 28 Social & International Order
Low Practice
Editorial
+0.30
SETL
-0.13

Social order enabling UDHR rights partially supported by GitHub infrastructure; repository lacks explicit governance framework for implementing rights.

+0.20
Article 23 Work & Equal Pay
Low Practice
Editorial
+0.20
SETL
-0.11

Repository does not directly address labor rights; platform enables voluntary contribution but provides no labor protections.

+0.20
Article 29 Duties to Community
Low Practice
Editorial
+0.20
SETL
-0.11

Community obligations and duty to UDHR not explicitly addressed; open-source culture implies responsibility but no formal mechanism visible.

+0.10
Article 30 No Destruction of Rights
Low Practice
Editorial
+0.10
SETL
-0.09

Prohibition on abuse of rights for destruction of rights not explicitly stated; would be referenced in GitHub's broader terms and DMCA provisions.

ND
Preamble Preamble
Medium Practice

Repository platform structure supports recognition of human dignity and equal rights through open-source collaboration model; limited editorial expression on repository page itself.

ND
Article 1 Freedom, Equality, Brotherhood
Medium Practice

Platform structure enables equal participation regardless of identity; no visible discriminatory barriers on repository page.

ND
Article 2 Non-Discrimination
Medium Practice

GitHub's platform accessibility features (high-contrast modes, color-blind options, semantic HTML) demonstrate structural commitment to non-discrimination.

ND
Article 3 Life, Liberty, Security
Low Practice

Repository page does not directly address security or personal safety; structural access controls are minimal.

ND
Article 4 No Slavery

Slavery and servitude protections not observable in repository page content.

ND
Article 5 No Torture

Torture and cruel treatment prohibitions not observable in repository page content.

ND
Article 6 Legal Personhood
Medium Practice

Repository page acknowledges legal recognition through public record; GitHub's Terms of Service provide legal framework.

ND
Article 7 Equality Before Law
Medium Practice

GitHub's anti-harassment policies and equal access structure support equality before the law; no visible discrimination in repository access.

ND
Article 8 Right to Remedy
Low Practice

Legal remedies for rights violations not observable on repository page; would require engagement with GitHub's legal processes.

ND
Article 9 No Arbitrary Detention

Arbitrary arrest and detention protections not applicable to repository page context.

ND
Article 10 Fair Hearing
Low Practice

Fair trial mechanisms not directly observable; GitHub's moderation and appeals processes provide structural foundation.

ND
Article 11 Presumption of Innocence

Criminal law and presumption of innocence not applicable to repository page context.

ND
Article 12 Privacy
Medium Practice

Privacy protections present but limited by extensive analytics and tracking infrastructure. GitHub collects visitor data, request IDs, analytics payloads.

ND
Article 13 Freedom of Movement
Medium Practice

Repository page structure enables free movement and association within platform; no geographic or movement restrictions evident.

ND
Article 14 Asylum

Asylum and refuge rights not applicable to repository page context.

ND
Article 15 Nationality
Low Practice

Nationality and citizenship rights not directly addressed; repository available to users of all nationalities.

ND
Article 16 Marriage & Family

Marriage and family rights not applicable to repository page context.

ND
Article 17 Property
Medium Practice

Property rights clearly established and protected through GitHub's ownership system; creator rights explicitly acknowledged.

ND
Article 22 Social Security
Medium Practice

GitHub provides structural support for social rights through free platform access; repository enables skill-building and economic participation.

ND
Article 24 Rest & Leisure
Low Practice

Rest and leisure rights not addressed in repository page; development community culture emphasizes voluntary participation without mandatory rest.

ND
Article 25 Standard of Living
Low Practice

Social and health services not provided through repository; GitHub platform is technology infrastructure, not welfare provider.

Structural Channel
What the site does
Domain Context Profile
Element Modifier Affects Note
Privacy +0.15
Article 12
GitHub provides privacy controls and explicit privacy policy; platform structure supports user data protection.
Terms of Service +0.10
Article 6 Article 20
GitHub's Terms of Service establish clear legal framework for user participation and rights.
Accessibility +0.20
Article 2 Article 19
Multiple accessibility features observed: skip-to-content link, color theme options (high contrast, colorblind modes), semantic HTML structure.
Mission
Repository page does not display organizational mission statement; inherited from GitHub's open-source collaboration mission.
Editorial Code
No editorial code or guidelines visible on repository page; defaults to GitHub platform standards.
Ownership +0.05
Article 17
Clear ownership attribution (sandgardenhq) visible; supports property rights transparency.
Access Model +0.25
Article 19 Article 20 Article 27
Public repository with open-source model enables free access to information and participation in collaborative creation.
Ad/Tracking -0.10
Article 12
GitHub employs analytics and tracking (octolytics, browser-stats-url, visitor-payload); reduces privacy score slightly.
+0.70
Article 19 Freedom of Expression
High Practice Framing Coverage
Structural
+0.70
Context Modifier
ND
SETL
-0.26

Repository page exemplifies freedom of expression and information access. GitHub platform enables global information distribution; public repository maximizes speech visibility.

+0.60
Article 20 Assembly & Association
Medium Practice Coverage
Structural
+0.60
Context Modifier
ND
SETL
-0.24

Repository structure supports freedom of peaceful assembly and association; collaborative development model enables voluntary participation.

+0.60
Article 27 Cultural Participation
High Practice Framing Coverage
Structural
+0.60
Context Modifier
ND
SETL
-0.24

Repository exemplifies cultural participation rights through open-source creative/technical participation; code as cultural artifact shared globally.

+0.50
Article 13 Freedom of Movement
Medium Practice
Structural
+0.50
Context Modifier
ND
SETL
ND

Repository page structure enables free movement and association within platform; no geographic or movement restrictions evident.

+0.50
Article 17 Property
Medium Practice
Structural
+0.50
Context Modifier
ND
SETL
ND

Property rights clearly established and protected through GitHub's ownership system; creator rights explicitly acknowledged.

+0.50
Article 18 Freedom of Thought
Medium Practice Framing
Structural
+0.50
Context Modifier
ND
SETL
-0.22

Repository page supports freedom of thought and conscience through open-source philosophy; no ideological filters on participation.

+0.50
Article 26 Education
Medium Practice Framing
Structural
+0.50
Context Modifier
ND
SETL
-0.22

Repository structure supports education rights through open knowledge sharing; code and documentation available for learning without barriers.

+0.40
Article 2 Non-Discrimination
Medium Practice
Structural
+0.40
Context Modifier
ND
SETL
ND

GitHub's platform accessibility features (high-contrast modes, color-blind options, semantic HTML) demonstrate structural commitment to non-discrimination.

+0.40
Article 6 Legal Personhood
Medium Practice
Structural
+0.40
Context Modifier
ND
SETL
ND

Repository page acknowledges legal recognition through public record; GitHub's Terms of Service provide legal framework.

+0.40
Article 22 Social Security
Medium Practice
Structural
+0.40
Context Modifier
ND
SETL
ND

GitHub provides structural support for social rights through free platform access; repository enables skill-building and economic participation.

+0.35
Preamble Preamble
Medium Practice
Structural
+0.35
Context Modifier
ND
SETL
ND

Repository platform structure supports recognition of human dignity and equal rights through open-source collaboration model; limited editorial expression on repository page itself.

+0.35
Article 7 Equality Before Law
Medium Practice
Structural
+0.35
Context Modifier
ND
SETL
ND

GitHub's anti-harassment policies and equal access structure support equality before the law; no visible discrimination in repository access.

+0.35
Article 21 Political Participation
Low Practice
Structural
+0.35
Context Modifier
ND
SETL
-0.13

Repository page supports democratic participation in governance of code; voting and consensus mechanisms limited to technical decisions.

+0.35
Article 28 Social & International Order
Low Practice
Structural
+0.35
Context Modifier
ND
SETL
-0.13

Social order enabling UDHR rights partially supported by GitHub infrastructure; repository lacks explicit governance framework for implementing rights.

+0.30
Article 1 Freedom, Equality, Brotherhood
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
ND

Platform structure enables equal participation regardless of identity; no visible discriminatory barriers on repository page.

+0.30
Article 15 Nationality
Low Practice
Structural
+0.30
Context Modifier
ND
SETL
ND

Nationality and citizenship rights not directly addressed; repository available to users of all nationalities.

+0.25
Article 3 Life, Liberty, Security
Low Practice
Structural
+0.25
Context Modifier
ND
SETL
ND

Repository page does not directly address security or personal safety; structural access controls are minimal.

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

Fair trial mechanisms not directly observable; GitHub's moderation and appeals processes provide structural foundation.

+0.25
Article 23 Work & Equal Pay
Low Practice
Structural
+0.25
Context Modifier
ND
SETL
-0.11

Repository does not directly address labor rights; platform enables voluntary contribution but provides no labor protections.

+0.25
Article 29 Duties to Community
Low Practice
Structural
+0.25
Context Modifier
ND
SETL
-0.11

Community obligations and duty to UDHR not explicitly addressed; open-source culture implies responsibility but no formal mechanism visible.

+0.20
Article 8 Right to Remedy
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
ND

Legal remedies for rights violations not observable on repository page; would require engagement with GitHub's legal processes.

+0.20
Article 12 Privacy
Medium Practice
Structural
+0.20
Context Modifier
ND
SETL
ND

Privacy protections present but limited by extensive analytics and tracking infrastructure. GitHub collects visitor data, request IDs, analytics payloads.

+0.20
Article 24 Rest & Leisure
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
ND

Rest and leisure rights not addressed in repository page; development community culture emphasizes voluntary participation without mandatory rest.

+0.20
Article 25 Standard of Living
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
ND

Social and health services not provided through repository; GitHub platform is technology infrastructure, not welfare provider.

+0.15
Article 30 No Destruction of Rights
Low Practice
Structural
+0.15
Context Modifier
ND
SETL
-0.09

Prohibition on abuse of rights for destruction of rights not explicitly stated; would be referenced in GitHub's broader terms and DMCA provisions.

ND
Article 4 No Slavery

Slavery and servitude protections not observable in repository page content.

ND
Article 5 No Torture

Torture and cruel treatment prohibitions not observable in repository page content.

ND
Article 9 No Arbitrary Detention

Arbitrary arrest and detention protections not applicable to repository page context.

ND
Article 11 Presumption of Innocence

Criminal law and presumption of innocence not applicable to repository page context.

ND
Article 14 Asylum

Asylum and refuge rights not applicable to repository page context.

ND
Article 16 Marriage & Family

Marriage and family rights not applicable to repository page context.

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build 2bda469+4eh2 · 2026-02-25 19:19 UTC