PyRank

Self Improvement Python Packages

Python packages with the GitHub topic self-improvement. Sorted by relevance, with stars and monthly downloads.
kingjulio8238
memary

The Open Source Memory Layer For Autonomous Agents

270 3K 199
tostechbr
evoloop

Framework-agnostic eval toolkit for AI agents — capture traces, judge outputs, and evolve prompts.

231 0 0
axiom-llc
axiom-apex

Plan-deterministic agent runtime. Schema-validated execution contracts, bounded tool invocation, blast-radius policy enforcement, and benchmark-driven self-optimization (BDSO). Python 3.11+ · Gemini 2.5 Flash · MIT

140 1 1
ehmiiz
spellwell

Practice spelling using your terminal.

100 0 0
ratchet-framework
ratchet-research

AI agents that only get better.

95 3 0
ratchet-framework
ratchet-factory

Scaffold and generate agents and modules for the Ratchet framework

89 3 0
ratchet-framework
ratchet-ops

Business process automation for the Ratchet framework

78 3 0
ratchet-framework
ratchet-core

The accountability layer for AI agents — core framework

78 3 0
ratchet-framework
ratchet-memory

Persistent agent memory for the Ratchet framework

77 3 0
ratchet-framework
ratchet-pilot

Self-improvement engine for the Ratchet framework

75 3 0