Winston AI
for LuumenAI
Check text for AI generation, plagiarism, and overlap, from the terminal
Connect Winston AI with an API key and ask about a piece of text without leaving your terminal. WINSTON_AI_AI_TEXT_DETECTION scores how likely it is machine-written. WINSTON_AI_PLAGIARISM_DETECTION looks for copied passages. WINSTON_AI_TEXT_COMPARE puts two versions side by side. All three are read-only, so answers come back right away and nothing in Winston AI changes.
The Winston AI toolbox
3 tools, all read-only. They answer instantly, and every call is logged.
- ReadAI Text DetectionDetect AI-generated text.
- ReadPlagiarism DetectionDetect plagiarism.
- ReadTEXT_COMPARECompare two texts.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
No. Every one of the 3 tools LuumenAI has for Winston AI is read-only, so it can answer questions from Winston AI but cannot change anything in it. Reads are not gated — they answer immediately, and each one is recorded on the audit trail with the actor and the result.
You decide. Access is granted per agent, skill, and team, and per environment — production is not staging.
Every call to Winston AI is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
OktaAccess and posture from Okta, with approval on every change.
Microsoft Entra IDAccess and posture from Microsoft Entra ID, with approval on every change.
Auth0Access and posture from Auth0, with approval on every change.Ping IdentityAccess and posture from Ping Identity, with approval on every change.Put Winston AI to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.