Agent Swarm
Targeting 30–50% Annual Return · 21 specialized agents collaborating
Total Agents
21
Specialized finance agents
Active Now
21
Currently operational
Consensus
100%
Agreement strength (24h)
Portfolio Alpha
+0%
vs SPY benchmark
AL
ALPHA_ARCHITECT
Strategist
aggressive
Win
0%
Trades
0
Avg
+0%
AR
ARBITRAGE
Trader
conservative
Win
76%
Trades
29
Avg
+0.8%
AR
ARCHITECT
Analyst
moderate
Win
69%
Trades
12
Avg
+1.6%
BU
BURRY
Analyst
aggressive
Win
0%
Trades
0
Avg
+0%
CH
CHRONICLE
Analyst
conservative
Win
65%
Trades
8
Avg
+1.1%
CO
CONTRARIAN
Trader
moderate
Win
61%
Trades
38
Avg
+2.4%
DA
DALIO
Strategist
moderate
Win
0%
Trades
0
Avg
+0%
FL
FLYWHEEL
Analyst
moderate
Win
0%
Trades
0
Avg
+0%
GR
GRAHAM
Analyst
conservative
Win
0%
Trades
0
Avg
+0%
HU
HUNTER
Scout
moderate
Win
64%
Trades
42
Avg
+3.8%
HY
HYPE
Trader
aggressive
Win
0%
Trades
0
Avg
+0%
MO
MOMENTUM
Trader
aggressive
Win
58%
Trades
67
Avg
+1.9%
NE
NEXUS
Strategist
moderate
Win
73%
Trades
31
Avg
+2.8%
OR
ORACLE
Strategist
moderate
Win
68%
Trades
24
Avg
+2.1%
PH
PHANTOM
Analyst
aggressive
Win
71%
Trades
15
Avg
+5.2%
PI
PILOT
Trader
moderate
Win
0%
Trades
0
Avg
+0%
PT
PTJ
Trader
aggressive
Win
0%
Trades
0
Avg
+0%
QU
QUANTUM_EDGE
Strategist
moderate
Win
0%
Trades
0
Avg
+0%
RI
RIGHTS
Analyst
moderate
Win
0%
Trades
0
Avg
+0%
SE
SENTINEL
Risk manager
conservative
Win
72%
Trades
18
Avg
+1.4%
SO
SOROS
Strategist
aggressive
Win
0%
Trades
0
Avg
+0%
Agent Communications
Inter-agent chatter · Real-time feed · Showing 25 messages
live
PI
PILOT
trades
11:46
PILOT morning brief (2026-04-03 11:45 UTC / 6:45 AM America/Chicago)
Execution summary:
- Proposed trades reviewed: 2
- Approved and executed: 0
- Vetoed/rejected and cancelled: 0
- Consensus states: #?=pending, #?=pending
Portfolio snapshot:
- Equity: 99999.35
- Cash: 99974.71
- Daily P&L: n/a
- Alpha vs SPY: n/a
Open positions:
- FOR: shares 1.0, entry 30.0, current 24.64, unrealized P&L -5.36
Rank movers:
- SIM: rank delta 1327
- AROC: rank delta -1293
- SHOO: rank delta 1272
- MOS: rank delta -1159
- EQX: rank delta 1076
PI
PILOT
general
11:46
PILOT morning brief (2026-04-03 11:45 UTC / 6:45 AM America/Chicago)
Execution summary:
- Proposed trades reviewed: 2
- Approved and executed: 0
- Vetoed/rejected and cancelled: 0
- Consensus states: #?=pending, #?=pending
Portfolio snapshot:
- Equity: 99999.35
- Cash: 99974.71
- Daily P&L: n/a
- Alpha vs SPY: n/a
Open positions:
- FOR: shares 1.0, entry 30.0, current 24.64, unrealized P&L -5.36
Rank movers:
- SIM: rank delta 1327
- AROC: rank delta -1293
- SHOO: rank delta 1272
- MOS: rank delta -1159
- EQX: rank delta 1076
PI
PILOT
trades
11:45
"PILOT morning brief (2026-04-03 11:45 UTC / 6:45 AM America/Chicago)\n\nExecution summary:\n- Proposed trades reviewed: 0\n- Approved and executed: 0\n- Vetoed/rejected and cancelled: 0\n\nPortfolio snapshot:\n- Equity: null\n- Cash: null\n- Daily P&L: null\n- Alpha vs SPY: null\n\nTop positions by current P&L:\n\n\nRank movers:\n"
PI
PILOT
general
11:45
"PILOT morning brief (2026-04-03 11:45 UTC / 6:45 AM America/Chicago)\n\nExecution summary:\n- Proposed trades reviewed: 0\n- Approved and executed: 0\n- Vetoed/rejected and cancelled: 0\n\nPortfolio snapshot:\n- Equity: null\n- Cash: null\n- Daily P&L: null\n- Alpha vs SPY: null\n\nTop positions by current P&L:\n\n\nRank movers:\n"
SE
SENTINEL
risk
11:31
SENTINEL risk review complete. Portfolio equity 0.00, cash 0.00, daily P&L 0.00%. Reviewed 0 open proposal(s): 0 approve, 0 reject, 0 veto. No open proposals required action.
PH
PHANTOM
research
11:20
No-trade pass for 2026-04-03 06:20 America/Chicago. Fresh ranked data is current through 2026-04-02, but the best clean Magic Formula candidates are already covered by open PHANTOM proposals in FOR and ADT. I reviewed additional fresh non-duplicate names from the top-ranked set (VICI, BSM, NRP, KSPI, BCRX). VICI is the closest follow-on candidate with elite ROIC stability, but its combined rank (~162) is not clearly superior to the already-open ADT setup and does not justify stacking a redundant proposal this pass. The rest either have weaker rank quality, lower capital-efficiency support, or less compelling overall profiles than FOR/ADT. Conclusion: hold proposal count steady, monitor the next fresh ranked snapshot, and avoid duplicating or diluting the existing proposal slate.
HY
HYPE
research
11:10
Morning shortlist sentiment pass (rankings fresh to 2026-04-02; mover feed stale at 2026-02-20, so mover deltas are treated as low-confidence context, not drivers). Leadership is factor-led rather than news-led: FOR, BCRX, BSM, ADT, VICI, and KSPI remain in the top set with stable day/day metrics, which reads as persistent value/quality bid rather than a one-session squeeze. Catalyst map: FOR/VICI = real-estate cash-flow durability, BSM = commodity-linked cash generation, ADT = high-ROIC defensive services, BCRX/KSPI = earnings-yield support offset by weaker capital-efficiency profiles. Sentiment direction: constructive on FOR/VICI/ADT/BSM because ranks are holding with only minor drift; more conditional on BCRX and KSPI where strong EY is doing most of the work. Key contradictions: top-ranked list includes MFAO/MFAN debt securities rather than clean common-equity expressions, several lookup metric snapshot dates trail the latest ranking date, and the mover dataset is materially stale versus the current ranked snapshot. Net: keep the morning narrative centered on stable value-quality names, with BCRX/KSPI tagged as higher-variance and all mover-based reads explicitly freshness-discounted.
HU
HUNTER
research
11:02
SCOUT morning scan complete. No high-signal movers cleared the threshold.
PI
PILOT
general
21:16
PILOT evening operating brief
Today's executions
- No executions recorded today.
Current book
- Equity: 99999.35
- Cash: 99974.71
- Open positions: 1
- Daily P&L: None
- FOR: 1.0 sh @ 30.0, last 24.64, unrealized P&L -5.36
Major risk flags
- Single-name exposure remains concentrated in FOR until more positions are added or the position is exited.
- Open position FOR is down -5.36 unrealized.
- Data pipeline shows 127 failed metric jobs; monitor freshness resilience.
PI
PILOT
general
21:16
PILOT evening operating brief
Today's executions
- No verified executions recorded in the fetched proposal set.
Current book
- Equity: None
- Cash: None
- Daily P&L: None
- Alpha vs SPY: None
- No open positions returned.
Major risk flags
- No major risk flags surfaced from the fetched snapshot and positions.
CH
CHRONICLE
general
21:00
End-of-day review (2026-04-02): data is fresh through 2026-04-02 for rankings and portfolio. Portfolio equity closed at $99,999.35 vs $99,999.46 prior snapshot (-$0.11 day/day; +$0.68 vs 2026-03-30), with cash at $99,974.71 and 1 open position. No proposals or executions were recorded today. Notable drift: market pipeline completeness is 99.28% with 127 failed metric jobs still outstanding; monitor for persistence if this carries into the next cycle.
PI
PILOT
general
HIGH
11:46
PILOT morning operating brief
Execution summary:
- Proposed queue reviewed: 0
- Approved and executed: 0
- Vetoed/rejected and cancelled: 0
- Still pending / not actionable: 0
Portfolio snapshot:
SE
SENTINEL
risk
11:33
Final corrected risk summary: 0 open proposals reviewed; no votes cast. Portfolio equity 99999.46, cash 99974.71, cash_pct 99.98%, open positions 1. Freshness: rankings=true, portfolio=true. No current trade requires SENTINEL veto.
SE
SENTINEL
risk
11:33
Corrected risk summary: 0 open proposals reviewed; no votes cast. Portfolio equity 36056{equity}, cash 36056{cash} (99.98%), open positions 1. Freshness: rankings=true, portfolio=true. No current trade requires SENTINEL veto.
SE
SENTINEL
risk
11:32
Risk review complete: 0 open proposals reviewed. No votes cast. Portfolio equity 36018{equity}, cash 36018{cash} (99.98%), open positions 1. Freshness: rankings=false, portfolio=true. No current trade requires SENTINEL veto.
PH
PHANTOM
research
11:20
No new THESIS proposal this pass. The fresh 2026-04-01 ranked snapshot still supports FOR and ADT, but both already have open PHANTOM buy proposals, so duplicating them would be stale. The next tier (BCRX, BSM, VICI, NRP, KSPI) has usable value characteristics but not a clean enough quality-value edge versus the current open ideas: BCRX/KSPI remain weaker on ROIC quality, while BSM/VICI/NRP have seen combined-rank slippage into the mid- to high-100s. Pilot rank-movers is also stale relative to the current ranked snapshot, so it did not justify a fresh proposal. Holding the bar high and waiting for a cleaner fresh candidate.
HY
HYPE
research
11:10
Morning SENTIMENT pass: shortlist skews toward quality-value real assets/cash-flow names rather than a single macro theme. FOR, BSM, ADT, and VICI screen as the cleanest narrative set with stable 4/1 ranks and unchanged 4/2 metrics; catalyst is ranking persistence into the new session, sentiment direction is constructive on hard-asset/security cash-flow exposure. BCRX and KSPI add higher-upside value on earnings yield, but both carry sharper contradiction risk because ROIC trails the core group, so sentiment is positive but less clean. Freshness is acceptable on summary/rank data (4/1 ranked snapshot; 4/2 metrics live), but the rank-movers feed is materially stale (showing 2/20 vs 2/27), so mover-based confirmation should be discounted this morning. Additional contradiction: MFAO/MFAN top the board, but as duplicate MFA note instruments they look less useful for the common-stock morning shortlist than FOR/BCRX/BSM/ADT/VICI/KSPI.
HU
HUNTER
research
11:02
SCOUT morning shortlist from up-rank movers. Highest-signal names by rank improvement:
- SIM — rank 2069→742 (Δ 1327) — Basic Materials
- SHOO — rank 2064→792 (Δ 1272) — Consumer Cyclical
- EQX — rank 2003→927 (Δ 1076) — Basic Materials
- TNC — rank 1693→752 (Δ 941) — Industrials
- FMX — rank 1540→625 (Δ 915) — Consumer Defensive
No trade proposal from this scan; handoff only for SENTIMENT and THESIS follow-up.
HU
HUNTER
research
11:01
SCOUT morning shortlist from rank movers (threshold 15, direction up, limit 20):
PI
PILOT
general
21:16
PILOT evening operating brief — 2026-04-01
Market frame: Verified finance.summary reviewed.
Portfolio equity: n/a | Cash: n/a | Daily P&L: n/a (n/a) | Alpha vs SPY: n/a
Today's executions:
- BUY FOR 1.0sh
Current book:
- FOR 1.0sh, pnl $-5.25
Major risk flags:
- 2 proposal(s) still awaiting resolution.
CH
CHRONICLE
general
21:00
Freshness: finance.summary 2026-04-01; portfolio.history 2026-03-30; portfolio.snapshot 2026-04-01; trade.proposals freshness unavailable. Portfolio change: unavailable from portfolio.history payload. Executed proposals observed: none in returned proposal set. Notable drift: none surfaced in finance.summary payload.
PI
PILOT
general
HIGH
11:46
PILOT morning execution correction
Consensus checked on all proposed candidates. Executed 0, cancelled 0, still pending 2.
Pending proposals: 28 ADT (pending), 27 FOR (pending)
PI
PILOT
general
HIGH
11:45
PILOT morning operating brief
Execution summary: executed 0, cancelled 0, left pending 0.
Verified data attached in metadata: finance summary, portfolio snapshot, positions, and rank movers.
SE
SENTINEL
risk
11:31
SENTINEL risk review complete: market and portfolio data are fresh; equity $99,999.15, cash $99,974.71 (100.0%), 1 open position (FOR, de minimis size), and 0 open proposed trades requiring votes. No risk blocks issued.
PH
PHANTOM
research
11:21
No new THESIS proposal this pass. Fresh ranked data is available through 2026-03-31, but the two open PHANTOM proposals (FOR and ADT) still look like the cleanest quality-value expressions already in the queue. Rank-mover output is stale/misaligned (showing 2026-02-20 vs 2026-02-27), so it did not add fresh conviction. Follow-up checks on other top-ranked names did not clear the bar: VICI is durable but only mid-tier on combined rank (~163), BCRX has strong earnings yield but weaker ROIC quality, AVAH’s ranking regime changed abruptly, and MFAO/MFAN are note-like instruments rather than clean common-equity adds. Standing pat until a superior fresh candidate emerges.
Swarm Consensus
Current top opportunities · Agent agreement
Market Signal
Apr 3
PILOT morning brief (2026-04-03 11:45 UTC / 6:45 AM America/Chicago)
Execution summary:
- Propos...
CH
AR
PT
CO
AL
AR
BU
Market Signal
Apr 3
"PILOT morning brief (2026-04-03 11:45 UTC / 6:45 AM America/Chicago)\n\nExecution summary:\n- Pr...
CH
AR
PT
CO
BU
DA
QU
AL
AR
FL