AUDIT: Consensus System - 2026-02-04
Summary
Built and deployed consensus tracking system that pulls from Supabase (free cappers) and integrates with dailyaibetting.com.
Security Audit ✅
| Component | Status | Notes |
|---|
| supabase-picks.ts | ✅ PASS | Uses env vars only |
| consensus_checker.py | ✅ PASS | Uses dotenv, no hardcoded keys |
| batch_reprocess.py | ✅ PASS | Uses dotenv, no hardcoded keys |
| google-sheets.ts | ✅ PASS | Uses env vars only |
No hardcoded credentials found.
Code Quality ✅
Best Practices Applied
- ✅ Error handling with try/catch
- ✅ Logging for debugging
- ✅ Type safety (TypeScript)
- ✅ Environment variable validation
- ✅ Graceful degradation (returns [] on error)
Documentation Added
dailyai-picks-local/README.md - Full architecture docs- JSDoc comments in TypeScript files
- Docstrings in Python files
Database Cleanup ✅
Garbage Data Removed
| Type | Count |
|---|
| Duplicate picks | 104 |
| Garbage cappers (separators, sport names) | 17 |
Final State
- 500 picks (clean)
- 88 cappers (valid)
Garbage Patterns Filtered
- Separator characters:
➖, ━, ▬, ═
- Sport names as cappers:
nba, nfl, ncaab, etc.
- Short names: < 3 characters
- @mentions:
@cappersfree
Files Created
Production (Deployed)
| File | Location | Purpose |
|---|
| supabase-picks.ts | dailyaibetting/src/lib/data/ | Fetch picks from Supabase |
Utilities (Local)
| File | Location | Purpose |
|---|
| consensus_checker.py | dailyai-picks-local/ | Quick consensus testing |
| batch_reprocess.py | cappers-raw/ | Reprocess historical images |
| deploy-consensus.py | dailyai-picks-local/sql/ | SQL deployment helper |
SQL (Not yet deployed)
| File | Location | Purpose |
|---|
| consensus-ultra-v3.sql | dailyai-picks-local/sql/ | Consensus functions |
| team-normalization-data.sql | dailyai-picks-local/sql/ | 280+ team mappings |
Files Modified
| File | Change |
|---|
| google-sheets.ts | Added Supabase as 3rd data source |
Deployment Status
| Site | Status | Source |
|---|
| dailyaibetting.com | ✅ LIVE | Vercel (auto-deploy from GitHub) |
| API /api/consensus | ✅ WORKING | Includes Supabase data |
What's Working
- ✅ Free cappers → Supabase → dailyaibetting.com consensus
- ✅ 37 consensus picks found today (16 fire picks)
- ✅ Fire tiers (Nuclear/Hot/Warm)
- ✅ Fade the public detection (7+ cappers)
Known Issues
- SQL functions not deployed - consensus_checker.py works as alternative
- Some team names not normalized - minor, most work
- profitbeasts cleanup - merged, but watch for future duplicates
Recommendations
Short Term
- Deploy SQL functions to Supabase (optional, Python works)
- Add more college team mappings to normalization
Long Term
- All data → Supabase (single source of truth)
- Retire Google Sheets as primary source
- Add results tracking (grade picks automatically)
Audited by: Damian
Date: 2026-02-04
Status: ✅ COMPLETE