Who should use superred-optimizer-goat?

superred-optimizer-goat is an open-source project built for AI security researchers.

What platforms does superred-optimizer-goat run on?

superred-optimizer-goat runs on the web and the command line.

Is superred-optimizer-goat still active?

Unverified. superred-optimizer-goat has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What projects are similar to superred-optimizer-goat?

Similar projects tracked by PulseGate include EfficiencyNext Data Connector, System Information Widgets, and CKB.

Who develops superred-optimizer-goat?

superred-optimizer-goat is developed by RoldSI, based in the United States.

How long has superred-optimizer-goat been around?

superred-optimizer-goat first shipped in 2026.

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superred-optimizer-goat

Name: superred-optimizer-goat
Author: RoldSI

PyPIInfrastructure🇺🇸

superred-optimizer-gepa-agentic is a Python package that implements the GEPA (Generative Evolutionary Prompt Adaptation) method for reflective prompt evolution. It is designed to optimize prompts targeting superred agent systems, primarily for AI safety, red-teaming, and security research. The tool is distributed as open-source under the MIT license.

Open SourceMITWebCLI

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Overview

3 features

superred-optimizer-goat is a Developer Tools project. It focuses on generating and optimizing multi-turn jailbreaks for testing LLM safety and robustness. It is built as an open-source project for AI security researchers. superred-optimizer-goat is open source under the MIT license. It ships for the web and the command line.

It is developed by RoldSI (United States), and it first shipped in 2026. Among its 3 catalogued features are Jailbreak Optimization, Multi-turn Testing, and Red Teaming. It exposes integrations via a public API.

Summary written by a language model from the project’s public pages.

Jailbreak Optimization
Multi-turn Testing
Red Teaming

Built with & integrations

AI providers

openai

Connectors

API

Runs on

BrowserCLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub

Indexing history

What PulseGate has recorded for this listing

Indexed21 Jul · 22:43 UTC
superred-optimizer-gepa-agentic verified against its public source
Source: PulseGate · Open

Frequently asked questions about superred-optimizer-goat

What is superred-optimizer-goat?: Superred-optimizer-goat focuses on generating and optimizing multi-turn jailbreaks for testing LLM safety and robustness. It is catalogued under Developer Tools on PulseGate.
Who should use superred-optimizer-goat?: superred-optimizer-goat is an open-source project built for AI security researchers.
Is superred-optimizer-goat free?: Yes — superred-optimizer-goat is open source under the MIT license and free to use.
What platforms does superred-optimizer-goat run on?: superred-optimizer-goat runs on the web and the command line.
Is superred-optimizer-goat still active?: Unverified. superred-optimizer-goat has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to superred-optimizer-goat?: Similar projects tracked by PulseGate include EfficiencyNext Data Connector, System Information Widgets, and CKB.EfficiencyNext Data Connector System Information Widgets CKB
Who develops superred-optimizer-goat?: superred-optimizer-goat is developed by RoldSI, based in the United States.
How long has superred-optimizer-goat been around?: superred-optimizer-goat first shipped in 2026.

At a glance

Platforms: Cli · Web
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 21 Jul 2026
Built for: AI security researchers
Model: Open source
Solves: Generating and optimizing multi-turn jailbreaks for testing LLM safety and robustness.

Registered as

GitHub: RoldSI/superred-modules
PyPI: superred-claim-agentharm
PyPI: superred-claim-asb
PyPI: superred-claim-dtap
PyPI: superred-optimizer-gepa-agentic
PyPI: superred-optimizer-goat

Developer

🇺🇸RoldSI

GitHub

Open source

View on GitHub

Live coverage

Identity confidence: Low · 64
Indexed: 21 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 21 Jul 2026

Identity audit (13)

Slug: superred-optimizer-gepa-agentic-pypi-org
Lifecycle state recorded: 21 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 21 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 21 Jul 2026
Canonical URL: https://superred.simonsure.com

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