aibuildai-llm-posttrain-agent: AIBuildAI LLM-Post-Train Agent: a recursive self-improving (RSI) agent for autonomous LLM post-training

by aibuildai-inc · Agent Tool · ★ 71

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How to install aibuildai-llm-posttrain-agent

git clone https://github.com/aibuildai-inc/aibuildai-llm-posttrain-agent.git && cd aibuildai-llm-posttrain-agent

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: CAUTION · quality 74/100

Flagged: sudo usage. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentllm-post-trainingrecursive-self-improvementrsi

Quick Facts

Stars71
Forks11
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score74/100
Last Updated2026-09-23
Created2026-09-16
Platformspython
Est. Tokens~18k

About aibuildai-llm-posttrain-agent

AIBuildAI LLM-Post-Train Agent 🏆 #1 on PostTrainBench The AIBuildAI LLM-Post-Train Agent is a recursive self-improving (RSI) agent for automated, customized post-training of LLMs. It autonomously designs post-training algorithms tailored to each enterprise's proprietary data and use cases, collects and curates its own training data, writes code, runs experiments, and iteratively improves model...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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