Feedback Python Packages

alive-progress

A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

pygent-test

AgentCheck is pytest for AI agents. Test behavior, not exact text.

log10-io

Python client library for improving your LLM app accuracy

flatland

HTML form management, schema validation

coolhand

Zero-config LLM cost & quality monitoring for Python apps - automatically log AI API calls and collect user feedback for analysis using Coolhand.

ckanext-feedback

The extension to feedback on CKAN datasets such as review, number of downloads,use-cases,resolved-problems, and way of use

modelsignature

Cryptographic identity verification for AI models — like SSL certificates for AI conversations

pyrsb

PyRSB: a Cython-based Python interface to librsb

agent-feedback-mcp-server

Quality signals for MCP tools — community-driven quality database

forum-guard

enables structured and reliable textual interactions in global forums through pattern matching and retries, facilitating high-quality conversations.