martian56/redcell helps turn isolated prompts and tools into repeatable agent workflows

Описание и применение

martian56/redcell: open-source проект в категориях Orchestration, Automation, AI/ML, Frontend, Backend. Практическое применение: coordinate multi-agent workflows; add tool-use pipelines. Уровень готовности: готов для серьезного pilot с проверкой license, security и maintainer activity.

Задача

martian56/redcell helps turn isolated prompts and tools into repeatable agent workflows.

Результат

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Рабочий процесс

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Доказательства

AI red-team platform. Autonomous LLM agents run a penetration test end to end inside a Kali container and write the report. LangGraph plan/act engine, provider-agnostic models via LiteLLM, PDF/JSON/SARIF output. FastAPI + React.

Источник