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+0.19 Compress Your Claude.md: Cut 60-70% of System Prompt Bloat in Claude Code (techloom.it)
3 points by jchilcher 2 hours ago | 0 comments on HN | Mild positive Editorial · vv3.4 · 2026-02-24
Article Heatmap
Preamble: +0.14 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — 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: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: -0.27 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.45 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: +0.10 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: +0.23 — Education 26 Article 27: +0.36 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: +0.15 — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.19 Unweighted Mean +0.17
Max +0.45 Article 19 Min -0.27 Article 12
Signal 7 No Data 24
Confidence 11% Volatility 0.21 (Medium)
Negative 1 Channels E: 0.6 S: 0.4
SETL +0.08 Editorial-dominant
Evidence: High: 1 Medium: 3 Low: 3 No Data: 24
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.14 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: -0.27 (1 articles) Personal: 0.00 (0 articles) Expression: 0.45 (1 articles) Economic & Social: 0.10 (1 articles) Cultural: 0.29 (2 articles) Order & Duties: 0.15 (1 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy —
No privacy policy or GDPR notice observed on-domain in provided content.
Terms of Service —
No Terms of Service observed in provided content.
Accessibility —
Semantic HTML structure present (schema.org metadata, breadcrumbs). No explicit accessibility statement observed.
Mission +0.05
Article 27
Domain mission infers promotion of open-source tools (Ledgr) and engineering transparency. Mild positive lean toward access to technology and information.
Editorial Code —
No editorial code or ethics statement observed.
Ownership —
Author byline present (Johnathen Chilcher); no corporate ownership indicators observed.
Access Model +0.08
Article 19 Article 27
Content freely accessible without paywall. Promotes open-source philosophy (Ledgr). Structural lean toward information freedom.
Ad/Tracking -0.05
Article 12
Google Analytics tracking code (gtag, G-FK4MVJCH17) present. Signals privacy consideration tension without explicit consent mechanism visible in provided content.
Score Breakdown
+0.14
Preamble Preamble
Low F: Implicit framing of human dignity through optimization (efficiency of instruction systems respects cognitive load)
Editorial
+0.15
Structural
+0.05
SETL
+0.12
Combined
ND
Context Modifier
ND

Preamble values not explicitly referenced. Mild positive lean inferred from emphasis on clarity, intentionality, and respect for both human and machine cognition. No direct UDHR framing.

ND
Article 1 Freedom, Equality, Brotherhood

No observable content addressing equal dignity and rights of all humans.

ND
Article 2 Non-Discrimination

No observable content addressing freedom from discrimination.

ND
Article 3 Life, Liberty, Security

No observable content addressing right to life, liberty, or security of person.

ND
Article 4 No Slavery

No observable content addressing slavery or servitude.

ND
Article 5 No Torture

No observable content addressing torture or cruel, inhuman, or degrading treatment.

ND
Article 6 Legal Personhood

No observable content addressing right to recognition as person before law.

ND
Article 7 Equality Before Law

No observable content addressing equality before law.

ND
Article 8 Right to Remedy

No observable content addressing effective remedy for violations.

ND
Article 9 No Arbitrary Detention

No observable content addressing freedom from arbitrary arrest or detention.

ND
Article 10 Fair Hearing

No observable content addressing right to fair and public hearing.

ND
Article 11 Presumption of Innocence

No observable content addressing presumption of innocence.

-0.27
Article 12 Privacy
Medium P: Google Analytics tracking without explicit on-domain consent notice observable
Editorial
-0.20
Structural
-0.25
SETL
+0.11
Combined
ND
Context Modifier
ND

Article 12 protects privacy, family, home, and correspondence. Structural presence of gtag tracking signals data collection without visible privacy controls or consent mechanism in provided content. No privacy policy link observed in page header/footer.

ND
Article 13 Freedom of Movement

No observable content addressing freedom of movement or residence.

ND
Article 14 Asylum

No observable content addressing asylum or refugee status.

ND
Article 15 Nationality

No observable content addressing nationality.

ND
Article 16 Marriage & Family

No observable content addressing marriage or family.

ND
Article 17 Property

No observable content addressing property rights.

ND
Article 18 Freedom of Thought

No observable content addressing freedom of thought, conscience, or religion.

+0.45
Article 19 Freedom of Expression
High A: Article advocates transparent engineering practice and knowledge-sharing F: Framing of instruction optimization as ethical engineering practice P: Free, open access to blog content; link to open-source tool (Ledgr)
Editorial
+0.35
Structural
+0.40
SETL
-0.14
Combined
ND
Context Modifier
ND

Article 19 protects freedom of opinion and expression. Content explicitly advocates for intentionality, transparency, and clear communication. Blog format enables public expression; open-source promotion supports information freedom. Structural access model (no paywall) reinforces positive lean.

ND
Article 20 Assembly & Association

No observable content addressing freedom of peaceful assembly or association.

ND
Article 21 Political Participation

No observable content addressing political participation or voting.

ND
Article 22 Social Security

No observable content addressing social security or welfare.

+0.10
Article 23 Work & Equal Pay
Low F: Framing work optimization as 'good engineering practice' and professional responsibility
Editorial
+0.10
Structural
ND
SETL
ND
Combined
ND
Context Modifier
ND

Article 23 protects right to work and just, favorable conditions. Content implicitly addresses work quality and professional integrity in AI-assisted engineering. Limited direct evidence; regressing toward zero due to absence of explicit labor rights language.

ND
Article 24 Rest & Leisure

No observable content addressing rest, leisure, or reasonable working hours.

ND
Article 25 Standard of Living

No observable content addressing health, medical care, or standard of living.

+0.23
Article 26 Education
Medium A: Implicit advocacy for knowledge accessibility through open-source and transparent engineering F: Education framing as 'good engineering practice'; knowledge-sharing orientation
Editorial
+0.25
Structural
+0.10
SETL
+0.19
Combined
ND
Context Modifier
ND

Article 26 protects right to education. Content promotes knowledge-sharing, best practices dissemination, and technical literacy. Free blog access and open-source tool promotion support educational accessibility. Limited direct educational rights language; score conservative.

+0.36
Article 27 Cultural Participation
Medium A: Advocacy for open-source development and shared technical culture F: Framing open tools as universal benefit; optimization as cultural practice P: Ledgr open-source project; free engineering assessment offering
Editorial
+0.30
Structural
+0.25
SETL
+0.12
Combined
ND
Context Modifier
ND

Article 27 protects participation in cultural life and benefits of scientific progress. Article prominently features Ledgr (open-source), promotes knowledge-sharing in technical practice, and advocates access to AI/software tools. Structural access model (free content, open-source links) reinforces positive lean toward cultural participation.

ND
Article 28 Social & International Order

No observable content addressing social and international order for rights realization.

+0.15
Article 29 Duties to Community
Low F: Implicit framing of duties toward community and practice ('good engineering practice')
Editorial
+0.15
Structural
ND
SETL
ND
Combined
ND
Context Modifier
ND

Article 29 addresses duties to community. Content implicitly frames responsible engineering as communal obligation ('good engineering practice'). Limited direct evidence of explicit duties language; score conservative.

ND
Article 30 No Destruction of Rights

No observable content addressing prohibition of rights destruction.
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build fc56cf0+0q5s · 2026-02-25 01:32 UTC