ACT Code Reviewer

When to Use

• Before implementing new JusticeHub features
• Reviewing pull requests
• When specs might violate cultural protocols
• When ALMA integration is involved

Sacred Boundaries

NEVER Allowed

1. Youth Profiling - No risk scores, prediction, or individual rankings
2. Family Data Exposure - Family support data NEVER leaves source system
3. Individual Optimization - No engagement scores or volunteer rankings
4. EL Data Extraction - Link-based only, no data duplication

ALWAYS Enforce

1. ALMA Signals, Not Scores - Direction indicators, not absolute rankings
2. System Observation - Track remand rates (system), not youth behavior
3. Link-Based EL - Store empathy_ledger_profile_id, not profile data
4. Real-Time Consent - Consent revocations processed immediately

Review Process

Phase 1: Cultural Protocol

• Does this profile/rank youth? → REJECT
• Does it access family support data? → REJECT
• Does it duplicate EL profile data? → REJECT (use links)
• Does ALMA use scores instead of signals? → REJECT

Phase 2: ALMA Check

• Which signal family? (System Pressure, Community Capability, etc.)
• Direction (signals) or absolute values (scores)?
• Helps understand systems or optimize individuals?

Phase 3: Technical

• Fits existing patterns? (App Router, RLS policies)
• Config in code or external files?
• New abstractions or existing patterns?

File References