Autoresearch Python Packages

etzchaim

A diagnosable brain for your LLM. Cognitive architecture in the SOAR/ACT-R/CLARION/LIDA lineage, for the LLM era. Apache 2.0.

evo-hq-cli

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

evo-hq-agent

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

autocontext

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

autocrucible

Autonomous experiment platform — let LLM agents optimize anything through iterative edit-evaluate loops

aideml

Autonomous AI for Data Science and Machine Learning

schliff

Deterministic quality scorer for AI agent instruction files. Multi-format (SKILL.md, CLAUDE.md, .cursorrules, AGENTS.md), 8-dimension scoring with security, anti-gaming detection, zero dependencies.

autoctx

autocontext control plane for iterative strategy evolution.

tracecore

Deterministic runtime for agent evaluation

scholaraio

Scholar All-In-One: A research infrastructure for AI agents

marketing-agent-example

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

autoresearch-prompt-manager

Versioned prompt CRUD, A/B experiments, metrics, and LLM optimization API

autoresearcher-shonku

Autonomous prompt optimization agents — autoresearch loop built on shonku

autoevolve

Multi-agent research competition orchestrator for autoresearch

autojudge

Smarter experiment evaluation for autoresearch — replaces eyeballing val_bpb with statistical verdicts

autosteer

Companion tools for Karpathy's autoresearch - smarter evaluation, guided steering, and multi-agent competitions for GPT pretraining

shonku

Build, publish, and run AI agents as PyPI packages — wraps agno

cortex-research-suite

[Legacy] AI Research OS — 27 self-evolving skills. Decomposed into 20 repos at github.com/TECHKNOWMAD-LABS

ouro-loop

Give AI coding agents (Claude Code, Cursor, Aider, Codex) a structured autonomous loop with guardrails — boundaries, verification gates, self-healing, and autonomous remediation. Zero dependencies.