home / item 47203220
Summary Information & Productivity Acknowledges
The content is a Hacker News post introducing Seleci, an automated reporting tool for business founders. The narrative and tool description engage themes of access to information, productive work, and participation in innovation. The overall evaluation is neutral with mild positive signals in areas related to information access, work efficiency, and technical creation.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — 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: ND — Privacy Article 12: No Data — 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: +0.17 — 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: ND — Education Article 26: No Data — Education 26 Article 27: +0.10 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Aggregates
Editorial Mean +0.10 Structural Mean +0.15 Weighted Mean +0.13 Unweighted Mean +0.13 Max +0.17 Article 19 Min +0.10 Article 23 Signal 3 No Data 28 Volatility 0.04 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ -0.09 Structural-dominant FW Ratio ℹ 60% 9 facts · 6 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.17 (1 articles) Economic & Social: 0.10 (1 articles) Cultural: 0.10 (1 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
+0.10
Low Framing Practice
Content describes a tool for gathering and sharing information (AI news, trends).
FW Ratio: 60%
Observable Facts
The post describes a tool that automates checking competitors, reading AI news, and looking at Google Trends. The author requests 'brutal feedback' from the Hacker News community. The author provides a live demo link to the product site. Inferences
The tool's function of automating news and trend gathering structurally facilitates access to information. The request for public feedback on an open forum is a structural practice aligned with information sharing. +0.10
Low Framing
Content is a founder's story of building a tool to save time on work tasks.
FW Ratio: 67%
Observable Facts
The author states they built the tool because they were 'spending 2 hours every morning doing the same things' for their business. The author identifies as a 'solo founder.' Inferences
The narrative of automating repetitive work to improve productivity frames the right to work efficiently. +0.10
Low Framing
Post describes creator's own technical and entrepreneurial activity.
FW Ratio: 67%
Observable Facts
The post details the technical stack used to build the product (FastAPI, React/Vite, Supabase, Koyeb + Vercel). The author states 'I built Seleci to automate all of it.' Inferences
The detailed sharing of a self-built technical solution frames participation in cultural and scientific life through creation. ND
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ND
Low Practice
Tool provides access to business intelligence; no discriminatory barriers mentioned in post.
FW Ratio: 50%
Observable Facts
The post describes a service accessible to 'solo founders' and those 'who don't have a developer.' Inferences
The tool's positioning as for founders without developers suggests an intent to broaden access to technical capabilities. ND
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Low Practice
Tool description includes automated data gathering for business; mention of rate limiting is a minimal positive signal for responsible use.
FW Ratio: 50%
Observable Facts
The post states the tool includes 'per-tool rate limiting to prevent runaway agent loops.' Inferences
The mention of rate limiting suggests a structural consideration for responsible resource use, which can be a proxy for avoiding privacy-invasive scraping. ND
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Structural Channel
What the site does
+0.15
Low Framing Practice
Tool automates information gathering; post seeks feedback on an open forum.
ND
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Low Practice
Tool provides access to business intelligence; no discriminatory barriers mentioned in post.
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Low Practice
Tool description includes automated data gathering for business; mention of rate limiting is a minimal positive signal for responsible use.
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Low Framing
Content is a founder's story of building a tool to save time on work tasks.
ND
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ND
Low Framing
Post describes creator's own technical and entrepreneurial activity.
ND
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ND
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.55 medium claims
Sources 0.7 Evidence 0.3 Uncertainty 0.0 Purpose 1.0
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence +0.2 Arousal 0.3 Dominance 0.4
Does the content identify its author and disclose interests?
0.00
✗ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.44 solution oriented
Whose perspectives are represented in this content?
0.20 1 perspective
Speaks: individuals
About: corporation
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
unspecified How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal
131 HN snapshots · 3 evals
Audit Trail
7 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 12:55 eval_success Evaluated: Mild positive (0.13) - - 2026-03-01 12:55
eval
Evaluated by deepseek-v3.2 : +0.13 (Mild positive) 8,075 tokens 2026-03-01 12:55 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 2R - - 2026-03-01 03:58 eval_success Lite evaluated: Neutral (0.00) - - 2026-03-01 03:58
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning ED, neutral tech entrepreneurial content
2026-03-01 03:55 eval_success Lite evaluated: Neutral (0.00) - - 2026-03-01 03:55
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning Tech tutorial no rights stance