SignalForge Market Intelligence

The task-lifecycle tools (create/cancel/get_result/verify_receipt) are cleanly separated by verb, and each of the four read-only data tools is pinned to a distinct source (Hyperliquid, Kraken, DEX Screener, Polymarket). The main residual ambiguity is between the read-only market reads, where an agent must rely on venue names in the descriptions to choose correctly rather than on the tool names alone.

Nearly all tools follow a verb_noun pattern (analyze_perps, inspect_solana_token, create_research_task, cancel_research_task, get_task_result, verify_research_receipt). The single outlier is market_snapshot, a noun_phrase that breaks the pattern but is still unambiguous.

Eight tools is well within the sweet spot, and each one maps to a distinct operation (four venue-specific data reads plus a four-step research task lifecycle). Nothing feels padded or redundant.

The research-task lifecycle covers create, cancel, read result, and verify receipt, but there is no list/enumerate tool, so an agent that loses a task ID cannot discover its own queued or completed tasks. There is also no way to discover which adapters or markets are available, forcing agents to guess valid inputs for the read tools.