stg-extracting-insights

Extract tier-labeled claims with citations from governor-provided expert sources.

37|5|Updated Nov 18, 2025

Search Tags:#evidence #hypothesis #claims #knowledge-extraction #tier-labeling #governor-sources

Ready to run

npx skills add https://github.com/BellaBe/leanos --skill stg-extracting-insights

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: stg-extracting-insights
Source: https://github.com/BellaBe/leanos/tree/main/.claude/skills/stg-extracting-insights
Command: npx skills add https://github.com/BellaBe/leanos --skill stg-extracting-insights

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ingest governor-provided expert sources and convert them into structured, tier-labeled insights that can be mapped to specific hypotheses.

Core Features & Use Cases

Claims extraction with citation anchors from source passages.
Tier labeling of each claim (T1/T2/T3) with justification.
Hypothesis mapping to Problem, Segment, Unit Economics, or Solution Design.
Use cases include processing books, articles, videos, or podcasts provided by the governor.

Quick Start

Upload governor sources and instruct the system to extract claims, cite sources, assign tiers, and map them to hypotheses.

Frequently Asked Questions about stg-extracting-insights

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I extract claims and evidence from expert sources for a hypothesis register?▼

To extract claims for a hypothesis register, you ingest expert sources like books or articles and process them to pull out claims, frameworks, and data points. The system then structures these as tier-labeled insights mapped to specific hypotheses.

What is the best way to label evidence tiers when extracting knowledge from research sources?▼

The best way to label evidence tiers is to assign T1, T2, or T3 classifications to each extracted claim with justification. This distinguishes behavioral evidence from hypothetical data points to ensure accurate hypothesis mapping.

Can I use this knowledge extraction process on video and podcast sources?▼

Yes, you can use this knowledge extraction process on video and podcast sources. It ingests governor-provided multimedia materials and extracts frameworks, warnings, and cited quotes with specific locations for the hypothesis register.

How do I cite source passages when mapping claims to a hypothesis?▼

To cite source passages when mapping claims, the system outputs clearly cited quotes with exact locations from the provided materials. This anchors the tier-labeled evidence directly to your Problem, Segment, Unit Economics, or Solution Design hypotheses.

Do I need governor-provided sources to generate structured insights?▼

Yes, you need governor-provided expert sources to generate structured insights. The extraction process specifically ingests these designated materials to convert books, articles, videos, or podcasts into tier-labeled claims for your hypothesis register.