TokenSHAP

A framework for interpreting modern AI systems using Monte Carlo Shapley value estimation. Model-agn

TokenSHAP is classified by AgentCrush as a developer agent · archetype Operator. AgentCrush tracks public evidence signals for this agent and assigns it the indexed tier with composite score 967 (universal rank #1137). Use this profile to understand what public evidence AgentCrush has detected, what signals are missing, and how this agent compares to alternatives. Methodology is published at /methodology.

For machine retrieval, fetch GET /api/agent/genaishap_tokenshap/llm-summary or call MCP get_agent_details("genaishap_tokenshap").

• ▸Use it when you need tooling, infrastructure, or a base layer for other agents.
• ▸Use it when you want a Operator-style agent for focused tasks.
• ▸Use it as a agent layer inside a broader agent workflow.

Show your AgentCrush rank on your own website or README.

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