| pretty_name: ThumbGate Agent Feedback Sample | |
| license: mit | |
| task_categories: | |
| - text-classification | |
| - reinforcement-learning | |
| tags: | |
| - agents | |
| - feedback | |
| - dpo | |
| - thumbgate | |
| - governance | |
| - pretooluse | |
| size_categories: | |
| - n<1K | |
| # ThumbGate Agent Feedback Sample | |
| **Synthetic / redacted sample** of the ThumbGate feedback to DPO export shape. | |
| This is **not production customer data**. Schema matches: | |
| ```bash | |
| npx thumbgate export:hf | |
| ``` | |
| ## Files | |
| - `preferences.jsonl` — chosen/rejected preference pairs (DPO-ready) | |
| - `traces.jsonl` — agent feedback traces (signal + context + outcome) | |
| ## Product | |
| - Space: https://huggingface.co/spaces/IgorGanapolsky/ThumbGate | |
| - App: https://thumbgate.ai/?utm_source=huggingface&utm_medium=dataset&utm_campaign=thumbgate_dataset | |
| - GitHub: https://github.com/IgorGanapolsky/ThumbGate | |
| MIT. | |
| ## Paper | |
| - https://huggingface.co/IgorGanapolsky/thumbgate-pre-action-gates-paper | |