Data analysis

Skill aiskillstore/marketplace/skills/acurioustractor/data-analysis

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npx -y skills add aiskillstore/marketplace --skill data-analysis

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AI-powered data analysis for Empathy Ledger - themes, quotes, story suggestions, transcript analysis.

SKILL.md

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Data Analysis

Patterns for AI-powered analysis: themes, quotes, summaries, and story suggestions.

When to Use

Adding quotes to story cards
Implementing story suggestions/related content
Building theme-based filtering or search
Creating analytics dashboards
Integrating AI analysis results

Quick Reference

Analysis Pipeline

Transcript → AI Analysis → themes[], key_quotes[], ai_summary
Story → Connections → Related Stories, Suggested Content

Key Tables

Table	Analysis Fields
`transcripts`	`themes`, `key_quotes`, `ai_summary`, `ai_processing_status`
`stories`	`themes`, `cultural_tags`, `featured_quote`
`storytellers`	`expertise_themes`, `connection_strength`

Theme Categories

cultural: identity, heritage, tradition, language, ceremony
family: kinship, elders, children, ancestors, community
land: country, connection, seasons, wildlife, sacred-sites
resilience: survival, adaptation, strength, healing, hope
knowledge: wisdom, teaching, learning, stories, dreams

Common Queries

-- Stories with matching theme
SELECT * FROM stories WHERE themes && ARRAY['identity', 'heritage'];

-- Theme frequency
SELECT unnest(themes) as theme, count(*) FROM stories GROUP BY theme ORDER BY count DESC;

API Endpoints

Endpoint	Purpose
`POST /api/transcripts/{id}/analyze`	Trigger AI analysis
`GET /api/stories/{id}/suggestions`	Get related stories
`GET /api/themes`	List themes with counts

Reference Files

Topic	File
Code patterns	`refs/analysis-patterns.md`
SQL queries	`refs/supabase-queries.md`
Theme hierarchy	`refs/theme-taxonomy.md`
Sync status	`refs/sync-status.md`

Related Skills

database-navigator - Database exploration
supabase-connection - Database clients
design-component - UI patterns for analysis display