Normalize the mess around agents
APIs, browsers, CLIs, and tools often return far more structure than the task needs.
CONTEXT MIDDLEWARE / TOOL CONNECTION
Clean Context.Better Agents.
AgentSkin connects Super Intelligence to cleaner tool and application context. It sits between noisy API, browser, CLI, and structured outputs and the model that has to reason over them.
TOOLS → AGENTSKIN → MODELNICHOLS SI
CONTEXT
REFINED
REFINED
Fidelity-first middleware for lower-noise tool context.
SUPER INTELLIGENCE / CONNECTION LAYERAGENTSKIN
STATUSLIVEpublic product
DELIVERYMCP READYagent infrastructure
PRINCIPLEFIDELITY FIRSTpreserve important facts
WHAT IT CONNECTS
Connect intelligence to cleaner context.
Improve what reaches inference
Filter and reshape tool context before it becomes model context.
Fit existing stacks
Improve the agents and tools you already use instead of replacing them.
WHY IT EXISTS
A connection, not another silo.
As agents use more tools, context quality becomes infrastructure. AgentSkin connects those tools to the intelligence consuming their output.
AgentSkin is the context connection in the Nichols SI product stack.
TOOL OUTPUT
→AGENTSKIN
→MODEL CONTEXT
AgentSkin / NICHOLS SI
Connect it.
Nichols SI builds the connections between Super Intelligence and the information, software, tools, workflows, and machines people use every day.