System Status

Pipeline health and operational diagnostics

Pipeline Status

Step Last Run Duration Status Next Scheduled
Evening Prediction 2026-04-28 20:39 10 min OK Wed 4:30 PM ET
Social + AI Enrichment 2026-04-28 22:34 4 min OK Wed 6:30 PM ET
Catalyst Refresh 2026-04-29 01:00 0s OK Wed 9:00 PM ET
Morning Confirmation 2026-04-28 11:00 11s OK Wed 7:00 AM ET
Outcome Tracking 2026-04-28 14:00 2s OK Wed 10:00 AM ET

Last Run Detail

Last Evening Prediction Run: 2026-04-28 20:39 ET

Candidates Scanned
10,333
Pass 1 Promoted
639
Predictions Stored
31

CIK coverage: 306/639 (48%)

StockTwits Integration Status

Current Status: OPERATIONAL
7-Day Success Rate
100.0%
Total Attempts (7d)
681
Runs (7d)
18

Last run: 2026-04-28T22:30:38.752056+00:00

Per-Window Collection (last 7 days)

Window Runs Avg Success Avg Response Last Run
4:30 PM (predict) 7 100% 995ms 2026-04-28 20:40
6:30 PM (enrich) 6 100% 976ms 2026-04-28 22:30
7:00 AM (confirm) 5 100% 544ms 2026-04-28 11:00

Database Overview

Gap Events
133,642
Control Events
204,477
Predictions
710
Patterns
12
Confirmed
41
Filtered Out
391
Backtest
0
Live
710

Pipeline Runs: 55 | Social Health Logs: 46 | Patterns: 8 active, 4 candidate

Claude API Usage

Daily Budget
$1.00
Model
claude-sonnet-4-20250514
Predictions with AI
365

AI cost tracking is per-run in pipeline logs. Detailed usage requires the Anthropic dashboard.

Data Readiness

Tracked Outcomes
653
Predictions with confirmed hit/miss results
Prediction Days
17
Trading days with predictions generated
Total Predictions
710
Prediction Retrospective: 653/50 outcomes (100%)
Retrospective ready — 653 tracked outcomes available for accuracy analysis and model tuning.
Pattern Expansion: 17/20 trading days (85%)

Need 3 more trading days of predictions before evaluating new pattern candidates.

Diagnostics

Social Sentiment Diagnostics
Available via CLI: stockagent diagnose social
Live connection tests and failure analysis require interactive controls not yet ported to the web dashboard.
Pattern Drift Diagnostics
Available via CLI: stockagent diagnose patterns
Per-pattern false positive analysis, feature comparison, and temporal performance charts require interactive controls.
Pipeline Diagnostics
Available via CLI: stockagent diagnose ticker <TICKER> <DATE>
Ticker lookup, missing prediction investigation, and last run trace inspection require interactive controls.
Feature Consistency Check
Available via CLI: stockagent diagnose features
Dashboard panel deferred to a future update.
Data Source Diagnostics
Available via CLI: stockagent diagnose sources
Connectivity tests for Polygon, SEC EDGAR, StockTwits, and Claude API require interactive buttons.