Trading AI

Crypto agent network

A separate desk for crypto only. Its 20 agents and 5 services share nothing with the Indian desk: each agent has its own skill, written from the standard crypto books and research. 6 of them form a news team: the News lead grades every story and names its one owner (regulation, exchanges, security, governance or the social crowd), so each story counts once. The desk’s test runs are on Crypto replay.

Network

The crypto desk’s 20 agents and the 5 services they work through, each with its inner modules. Lines show who hands work to whom.
News team: one owner per story, so each story counts once
Detect and dispatch, 24/7
Crypto specialists, in parallel
Decide, check, execute and watch
Crypto Scanner
Agent, 5 modules
  • Universe filter
  • Stream triggers
  • Strategy rules
  • Score & half-life
  • Liquidity score
Orchestrator
Service, 4 modules
  • Market snapshot
  • Relevance filter
  • Decision budget
  • Deadlines
Market state
Service, 6 modules
  • Regime
  • Dominance & breadth
  • Leverage gauge
  • Event calendar
  • News digest
  • Macro view
Technical
Agent, 8 modules
  • Indicators
  • Structure
  • Levels
  • Candles
  • Breakouts
  • MTF align
  • LLM read
  • Grounding
Quant
Agent, 8 modules
  • Volume stats
  • Persistence
  • Volatility
  • Factor exposure
  • Cost & EV
  • ML filter
  • LLM read
  • Grounding
Sectors
Agent, 7 modules
  • Sector map
  • Relative strength
  • Rotation
  • Narratives
  • Memecoin risk
  • LLM read
  • Grounding
Derivatives
Agent, 8 modules
  • Funding
  • Basis
  • Open interest
  • Liquidations
  • Options surface
  • Expression
  • LLM read
  • Grounding
Order flow
Agent, 7 modules
  • Order book
  • Trade flow
  • Venue premiums
  • Spot-perp lead
  • Wash filter
  • LLM read
  • Grounding
On-chain
Agent, 8 modules
  • Exchange flows
  • Holder cohorts
  • Valuation ratios
  • Miner flows
  • Network activity
  • Cached view
  • LLM read
  • Grounding
DeFi
Agent, 8 modules
  • DEX liquidity
  • Lending health
  • Yield sources
  • TVL & usage
  • Liquid staking
  • Cached view
  • LLM read
  • Grounding
Tokenomics
Agent, 7 modules
  • Supply schedule
  • Unlocks
  • Revenue & fees
  • Ownership
  • Protocol risk
  • LLM read
  • Grounding
Macro & Liquidity
Agent, 7 modules
  • Rates & dollar
  • Risk assets
  • ETF flows
  • Stablecoins
  • Cached view
  • LLM read
  • Grounding
News lead
Agent, 8 modules
  • Headlines
  • Credibility
  • Story owner
  • Sentiment
  • Recency
  • Cached view
  • LLM read
  • Grounding
Regulation news
Agent, 7 modules
  • Official dockets
  • Rule calendar
  • Jurisdiction reach
  • Case history
  • Cached view
  • LLM read
  • Grounding
Exchange watch
Agent, 7 modules
  • Announcements
  • Withdrawal status
  • Reserves
  • Leak check
  • Cached view
  • LLM read
  • Grounding
Security watch
Agent, 7 modules
  • Exploit alerts
  • Fund tracing
  • Depeg monitor
  • Bridges & oracles
  • Contagion map
  • LLM read
  • Grounding
Governance news
Agent, 7 modules
  • Upgrades & forks
  • Governance votes
  • Developer activity
  • Treasury moves
  • Cached view
  • LLM read
  • Grounding
Social & crowd
Agent, 8 modules
  • Social volume
  • Bot filter
  • Influencers
  • Attention
  • Pump watch
  • Cached view
  • LLM read
  • Grounding
Historical
Agent, 6 modules
  • Edge cards
  • Analogs
  • Baseline
  • Cycle context
  • Opinion map
  • LLM read
Critic
Agent, 8 modules
  • Red flags
  • Liquidity
  • Event risk
  • Correlation
  • Venue risk
  • Reward/risk
  • Critique
  • Grounding
CIO
Agent, 6 modules
  • Agent weights
  • Calibration
  • Composite
  • Decision rules
  • EV after costs
  • Narrator
Risk Manager
Agent, 7 modules
  • Hard limits
  • Leverage & liquidation
  • Tradeability
  • Sizing
  • Venue limits
  • Event rules
  • Explainer
Paper exchange
Service, 5 modules
  • Order matching
  • Slippage
  • Fees
  • Funding accrual
  • Fill report
Position monitor
Service, 5 modules
  • Mark to market
  • Exit rules
  • Funding watch
  • Liquidation watch
  • Kill switch
LLM router
Service, 5 modules
  • Response cache
  • Rate budget
  • OpenAI
  • Anthropic
  • xAI
Hover a module to see what it does.

Agents and services

In the order they are drawn on the map, left to right
NameTypePart of the deskModulesInner modules
Crypto Market ScannerAgentDetect and dispatch5Universe filter, Stream triggers, Strategy rules, Score & half-life, Liquidity score
Decision orchestratorServiceDetect and dispatch4Market snapshot, Relevance filter, Decision budget, Deadlines
Market state cacheServiceDetect and dispatch6Regime, Dominance & breadth, Leverage gauge, Event calendar, News digest, Macro view
Crypto Technical AnalystAgentSpecialist8Indicators, Structure, Levels, Candles, Breakouts, MTF align, LLM read, Grounding
Crypto Quant / StatisticianAgentSpecialist8Volume stats, Persistence, Volatility, Factor exposure, Cost & EV, ML filter, LLM read, Grounding
Sector & Narrative Rotation AnalystAgentSpecialist7Sector map, Relative strength, Rotation, Narratives, Memecoin risk, LLM read, Grounding
Derivatives Strategist (perps & options)AgentSpecialist8Funding, Basis, Open interest, Liquidations, Options surface, Expression, LLM read, Grounding
Order-flow & Microstructure AnalystAgentSpecialist7Order book, Trade flow, Venue premiums, Spot-perp lead, Wash filter, LLM read, Grounding
On-chain AnalystAgentSpecialist8Exchange flows, Holder cohorts, Valuation ratios, Miner flows, Network activity, Cached view, LLM read, Grounding
DeFi & Protocol AnalystAgentSpecialist8DEX liquidity, Lending health, Yield sources, TVL & usage, Liquid staking, Cached view, LLM read, Grounding
Tokenomics & Fundamentals AnalystAgentSpecialist7Supply schedule, Unlocks, Revenue & fees, Ownership, Protocol risk, LLM read, Grounding
Macro & Liquidity AnalystAgentSpecialist7Rates & dollar, Risk assets, ETF flows, Stablecoins, Cached view, LLM read, Grounding
Crypto News LeadAgentSpecialist8Headlines, Credibility, Story owner, Sentiment, Recency, Cached view, LLM read, Grounding
Regulation & Legal News AnalystAgentSpecialist7Official dockets, Rule calendar, Jurisdiction reach, Case history, Cached view, LLM read, Grounding
Exchange & Listing WatchAgentSpecialist7Announcements, Withdrawal status, Reserves, Leak check, Cached view, LLM read, Grounding
Security & Exploit WatchAgentSpecialist7Exploit alerts, Fund tracing, Depeg monitor, Bridges & oracles, Contagion map, LLM read, Grounding
Protocol & Governance News AnalystAgentSpecialist7Upgrades & forks, Governance votes, Developer activity, Treasury moves, Cached view, LLM read, Grounding
Social & Crowd Sentiment AnalystAgentSpecialist8Social volume, Bot filter, Influencers, Attention, Pump watch, Cached view, LLM read, Grounding
Historical Pattern AnalystAgentSpecialist6Edge cards, Analogs, Baseline, Cycle context, Opinion map, LLM read
Devil's Advocate / Trade CriticAgentSpecialist8Red flags, Liquidity, Event risk, Correlation, Venue risk, Reward/risk, Critique, Grounding
Chief Investment OfficerAgentDecide, check, execute and watch6Agent weights, Calibration, Composite, Decision rules, EV after costs, Narrator
Risk ManagerAgentDecide, check, execute and watch7Hard limits, Leverage & liquidation, Tradeability, Sizing, Venue limits, Event rules, Explainer
Paper exchangeServiceDecide, check, execute and watch5Order matching, Slippage, Fees, Funding accrual, Fill report
Position Monitor (24/7)ServiceDecide, check, execute and watch5Mark to market, Exit rules, Funding watch, Liquidation watch, Kill switch
LLM routerServiceDecide, check, execute and watch5Response cache, Rate budget, OpenAI, Anthropic, xAI