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HANDOFF TO LEAD SWARM ORCHESTRATOR

Date: May 12, 2026, 22:02 CT
Status: ✅ READY FOR TAKEOVER

System State Summary

Critical Fixes Applied

  1. ✅ Scheduler subprocess path resolution (Commit e1710cc)

    • Fixed: [WinError 3] The system cannot find the path specified
    • Impact: All scheduled pipelines now executable
    • Verification: Afterhours pipeline test successful

  2. ✅ JSON truncation + token limits (Commit 358767e)

    • watchlist_watcher: 3000 → 6000 tokens
    • catalyst_analysis: 4096 → 8192 tokens
    • Regex-based recovery implemented

  3. ✅ smolagents graceful degradation (Commit 31081ce)

    • SMOLAGENTS_AVAILABLE flag allows fallback to native SwarmOrchestrator
    • No import blocking

  4. ✅ GitHub commits verified

    • User: Martin A. ([email protected])
    • All 4 critical commits pushed to origin/main
    • Remote tracking active

  5. ✅ Daily bug-finder deployed

    • Routine: trig_01Ly8g84ikNE3TjfUrHwzYkS
    • Schedule: 6:00 AM CDT daily
    • Status: ACTIVE

Operational Status

Pipelines Ready

✅ Premarket Catalyst Analysis    [07:00 CT]
✅ FinViz Discovery Screener      [07:30 CT]
✅ Premarket VIF Scan             [08:45 CT]
✅ Market-Open Swing Screener     [09:35 CT]
✅ After-Hours Pipeline           [16:05 CT] ⭐ NOW WORKING
✅ Friday Full Pipeline           [16:30 CT]
✅ Weekend Catalyst Briefing       [Sat 08:00, Sun 18:00 CT]

Agent Pool (9 agents)

  1. Catalyst Monitor
  2. VIF Analyst
  3. FinViz Screener
  4. Swing Screener
  5. Signal Verifier
  6. Critic
  7. Risk Agent
  8. VectorBT Analyst
  9. Autoresearch

Monitoring

  • Daily bug-finder: ACTIVE (6am CDT)
  • Scheduler: OPERATIONAL (needs restart to use new path fix)
  • Logs: logs/orchestrator_swarm.log, logs/scheduler.log, logs/daily_bug_finder.log

Next Actions for Lead Orchestrator

Immediate (within 1 hour)

  1. Review this handoff document
  2. Restart schedule_daily.py to activate scheduler path fix
  3. Monitor next scheduled run (afterhours at 16:05 CT or next day premarket 07:00)

Ongoing

  1. Monitor daily bug-finder reports in reports/bug_finder_report_*.json
  2. Track API costs (target: $0.07/day with KV cache optimization)
  3. Watch for JSON truncation in logs/orchestrator_swarm.log
  4. Verify all 9 agents execute successfully

Escalations

  • If JSON errors persist: Check max_tokens settings in agents/watchlist_watcher.py and scripts/active/analysis/catalyst_analysis.py
  • If scheduler fails: Verify venv path exists at ./venv/Scripts/python.exe
  • If agent crashes: Check logs and run python scripts/daily_bug_finder.py for analysis

Key Files Modified

  • schedule_daily.py — Scheduler path resolution fix
  • agents/watchlist_watcher.py — Token limit increase (3000→6000)
  • scripts/active/analysis/catalyst_analysis.py — Token limit increase (4096→8192)
  • swarm/smolagents_bridge.py — Graceful degradation for missing smolagents

Commands for Lead Orchestrator

# Full analysis (all modes)
python orchestrator_lead.py --mode full

# Interactive REPL (real-time agent reasoning)
python orchestrator_lead.py --repl

# Single pipeline (afterhours - the one we fixed)
python orchestrator_lead.py --mode afterhours

# Benchmark comparison
python orchestrator_lead.py --benchmark

# Specific ticker deep dive
python orchestrator_lead.py --ticker NVDA --period 1mo

System Ready: 🟢 PRODUCTION

All critical correctness bugs fixed. Daily monitoring active. Ready for orchestrator takeover.

Lead Orchestrator: Please confirm receipt and assume operational control.