READ THE CROWD.

// GENERATING_DAILY_REPORT...

BEFORE IT MOVES.

See how the market crowd will react before it happens.Crowd Signal simulates how different trader archetypes - retail bulls, bears, whales, and algos - react to a market catalyst.Now with live streaming simulation feed and crowd thought updates in real time.The output is a probability map, not a prediction.

Run Simulation
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crowd_signal.log
_
crowd_field.dither320x240
simulation.metrics
0.00Aggregate Stance
00.0%Probability Up
00.0%Probability Down
00Ticks Streamed
persona.cluster_stateTICK:0000
PersonaStatusMean Stance
RETAIL_BULL
MOMENTUM
+0.58
RETAIL_BEAR
DEFENSIVE
-0.19
WHALE
ACCUMULATING
+0.33
ALGO
TREND_FOLLOW
+0.47
Bullish Cluster Density71%
Herd FlagONCE @ TICK 5+
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RENDER: market_psychology_map.objDEV
VIEW: LIVE TOPOLOGYMODE: CROWD FLOW
CROWD_SIGNAL.mdv3.2 live

AI crowd simulation for
intraday sentiment

Crowd Signal is an AI-powered crowd simulation engine for intraday sentiment mapping. You provide a ticker and catalyst like earnings, headlines, or macro events, and the system simulates how trader archetypes react over the next 1 to 4 hours.

It now includes live WebSocket streaming with heartbeat keepalive, catalyst reasoning transparency, memory-aware biasing, and directional accuracy tracking.

It supports US and India symbols and includes crowd narrative with narrator summaries for explainable simulation output.

STATUS:MVP - ACTIVELY BUILDING
STREAM_MODELIVE_WS
BACKENDFASTAPI
FRONTENDNEXTJS
MARKETSUS+IN
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006

Principles, stack, and status

Stack: Python, FastAPI, Next.js, Neon Postgres, Groq, yfinance, Reddit API. Status: live MVP with real-time stream mode and fallback-safe API flow.

live simulation throughput: 0.0k ticks/s
ASSISTIVE, NOT AUTOMATED
01
00 / PRINCIPLE

Assistive, not automated.

Ticker + catalyst input
Live crowd reaction stream
Human decision remains final
No broker execution
No guaranteed outcomes
No financial advice
PROBABILISTIC, NOT CERTAIN
CORE02
00 / PRINCIPLE

Probabilistic, not certain.

Agent stances in [-1.0, +1.0]
Per-persona confidence scores
probability_up / probability_down
One-time herd detection signal
No certainty claims
No deterministic forecasts
No guaranteed edge
EXPLAINABLE BY DESIGN
03
00 / PRINCIPLE

Explainable by design.

Archetype-level output breakdown
Catalyst and crowd influence visible
Narrator summary before completion
Plain-language constraints
No hidden black box promises
No overclaiming
No investment advice
* Active development. Live simulation, memory, and accuracy tracking are enabled.
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PYTHON
FASTAPI
NEXT.JS
WEBSOCKET
NEON POSTGRES
GROQ
YFINANCE
REDDIT API
PYTHON
FASTAPI
NEXT.JS
WEBSOCKET
NEON POSTGRES
GROQ
YFINANCE
REDDIT API