LLM Provider Forensics

Agent-facing forensic skill for identifying what an LLM endpoint most likely is.

Trigger conditions

Use this skill when asked to:

• verify whether a claimed model is genuine
• identify which family an endpoint most resembles
• distinguish focused route vs wrapped route vs aggregation pool
• compare multiple providers claiming to expose the same model
• evaluate primary/fallback/avoid decisions
• deeply audit suspicious gateways for GPT / Claude / Gemini / GLM / Qwen / Kimi / MiniMax / DeepSeek behavior

Core rule

Do not output false certainty. Produce a confidence-based operational judgment.