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ALMA Intelligent Scraper

alma-scraper

Intelligent scraper for Australian youth justice sources. Discovers, extracts, and learns from government, Indigenous, research, and media sources.

SKILL.md

Full skill instructions

ALMA Intelligent Scraper

When to Use

  • Finding new youth justice information
  • Updating ALMA intelligence
  • Discovering new sources
  • Analyzing coverage gaps
  • Checking what's new in youth justice

Commands

CommandPurposeDuration
quickTop 10 high-value sources5 min
deepAll 50+ sources with discovery30-60 min
discoverFollow discovered linksVariable
source "QLD"Deep dive specific jurisdiction15 min
gapsShow coverage gaps2 min
statusCurrent knowledge stateInstant

Learning Cycle

SCRAPE → EXTRACT → EVALUATE → LEARN → STORE
         (Claude)   (Quality)  (Patterns)

Quality Signals

SignalWeight
Relevance (AU youth justice?)30%
Novelty (new info?)25%
Specificity (concrete details?)20%
Evidence (research backed?)15%
Actionability (useful?)10%

Priority Formula

priority = (quality × 0.4) + (freshness_need × 0.3) + (coverage_gap × 0.3)

Sacred Boundaries

Never scrape: Private info, court records, social media, paywalled Always mark: Community Controlled, Indigenous orgs, cultural knowledge Always check: Consent level, cultural authority, data sovereignty

File References

NeedReference
Database schemareferences/​database-schema.md
Extraction patternsreferences/​extraction-patterns.md
Coverage trackingreferences/​coverage-tracking.md
Implementation codereferences/​implementation.md

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