System Status
Pipeline health and operational diagnostics
Pipeline Status
| Step | Last Run | Duration | Status | Next Scheduled |
|---|---|---|---|---|
| Evening Prediction | 2026-07-13 20:36 | 7 min | OK | Tue 4:30 PM ET |
| Social + AI Enrichment | 2026-07-13 22:33 | 3 min | OK | Tue 6:30 PM ET |
| Catalyst Refresh | 2026-07-14 01:00 | 0s | OK | Tue 9:00 PM ET |
| Morning Confirmation | 2026-07-14 11:00 | 9s | IDLE | Wed 7:00 AM ET |
| Outcome Tracking | 2026-07-13 14:00 | 3s | OK | Tue 10:00 AM ET |
Last Run Detail
Last Evening Prediction Run: 2026-07-13 20:36 ET
Candidates Scanned
10,832
Pass 1 Promoted
561
Predictions Stored
18
CIK coverage: 211/561 (38%)
Recent Issues
No failed or partial runs in the recent history. Pipeline has been running cleanly.
StockTwits Integration Status
Current Status: OPERATIONAL
7-Day Success Rate
100.0%
Total Attempts (7d)
167
Runs (7d)
13
Last run: 2026-07-14T11:00:18.034424+00:00
Per-Window Collection (last 7 days)
| Window | Runs | Avg Success | Avg Response | Last Run |
|---|---|---|---|---|
| 7:00 AM (confirm) | 3 | 100% | 669ms | 2026-07-14 11:00 |
| 6:30 PM (enrich) | 5 | 100% | 954ms | 2026-07-13 22:30 |
| 4:30 PM (predict) | 5 | 100% | 950ms | 2026-07-13 20:37 |
Database Overview
Gap Events
133,672
Control Events
281,701
Predictions
2,644
Patterns
12
Confirmed
207
Filtered Out
1,660
Backtest
0
Live
2,644
Pipeline Runs: 324 | Social Health Logs: 195 | Patterns: 4 active, 8 candidate
Claude API Usage
Daily Budget
$1.00
Model
claude-sonnet-4-6
Predictions with AI
1,712
AI cost tracking is per-run in pipeline logs. Detailed usage requires the Anthropic dashboard.
Data Readiness
Tracked Outcomes
2,572
Predictions with confirmed hit/miss results
Prediction Days
68
Trading days with predictions generated
Total Predictions
2,644
Retrospective ready — 2572 tracked outcomes available for accuracy analysis and model tuning.
Pattern expansion ready — 68 days of live data for evaluating new pattern candidates.
Diagnostics
Social Sentiment Diagnostics
Available via CLI:
Live connection tests and failure analysis require interactive controls not yet ported to the web dashboard.
stockagent diagnose socialLive connection tests and failure analysis require interactive controls not yet ported to the web dashboard.
Pattern Drift Diagnostics
Available via CLI:
Per-pattern false positive analysis, feature comparison, and temporal performance charts require interactive controls.
stockagent diagnose patternsPer-pattern false positive analysis, feature comparison, and temporal performance charts require interactive controls.
Pipeline Diagnostics
Available via CLI:
Ticker lookup, missing prediction investigation, and last run trace inspection require interactive controls.
stockagent diagnose ticker <TICKER> <DATE>Ticker lookup, missing prediction investigation, and last run trace inspection require interactive controls.
Feature Consistency Check
Available via CLI:
Dashboard panel deferred to a future update.
stockagent diagnose featuresDashboard panel deferred to a future update.
Data Source Diagnostics
Available via CLI:
Connectivity tests for Polygon, SEC EDGAR, StockTwits, and Claude API require interactive buttons.
stockagent diagnose sourcesConnectivity tests for Polygon, SEC EDGAR, StockTwits, and Claude API require interactive buttons.