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alive-progress

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

log10-io

Python client library for improving your LLM app accuracy

flatland

HTML form management and validation

pygent-test

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

pyrsb

PyRSB: a Python interface to the librsb Sparse Matrix library

ckanext-feedback

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

coolhand

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

modelsignature

Receive end-user feedback & bug reports on your AI model, no matter who's hosting.

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.