Who is symphysis for?

symphysis is an open-source project built for researchers.

Yes — symphysis is open source under the Apache-2.0 license and free to use.

What platforms does symphysis run on?

symphysis runs on the command line.

Is symphysis still active?

Unverified. symphysis 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 symphysis?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and Ask AIs Anything.

symphysis is developed by Sage Khan.

When did symphysis launch?

symphysis first shipped in 2026.

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symphysis

Name: symphysis
Author: Sage Khan

PyPIInfrastructure

Symphysis is a config-driven Python package for expert-elicitation surveys using methods like Best-Worst Scaling, Analytic Hierarchy Process (AHP), and hierarchical variants. It runs these against individually configured panels of real AI agents powered by large language models. It is intended as research tooling for decision analysis and multi-agent systems. Licensed under Apache-2.0.

Open SourceApache-2.0CLI

Visit PyPI

Overview

4 features

In the AI & ML space, symphysis takes a focused approach. It focuses on conducting structured expert decision-making surveys at scale using configured panels of AI agents. symphysis is an open-source project aimed at researchers. The project is open source (Apache-2.0). It ships for the command line.

It is developed by Sage Khan, and it first shipped in 2026. Key capabilities include Best-Worst Scaling, AHP Surveys, and Multi-Agent Panels.

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

Best-Worst Scaling
AHP Surveys
Multi-Agent Panels
Hierarchical Elicitation

Built with & integrations

AI providers

multiple

Runs on

CLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHub

Indexing history

What PulseGate has recorded for this listing

Indexed3 Aug · 19:48 UTC
symphysis verified against its public source
Source: PulseGate · Open

Frequently asked questions about symphysis

What is symphysis?: Symphysis focuses on conducting structured expert decision-making surveys at scale using configured panels of AI agents. It is catalogued under AI & ML on PulseGate.
Who is symphysis for?: symphysis is an open-source project built for researchers.
Is symphysis free?: Yes — symphysis is open source under the Apache-2.0 license and free to use.
What platforms does symphysis run on?: symphysis runs on the command line.
Is symphysis still active?: Unverified. symphysis 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 symphysis?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and Ask AIs Anything.Cliprise chi-ai Ask AIs Anything
Who makes symphysis?: symphysis is developed by Sage Khan.
When did symphysis launch?: symphysis first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 3 Aug 2026
Built for: researchers
Model: Open source
Solves: Conducting structured expert decision-making surveys at scale using configured panels of AI agents.

Registered as

GitHub: sage-khan/symphysis-ai-research-survey-engine
PyPI: symphysis

Developer

Sage Khan

GitHub

Open source

View on GitHub

Live coverage

Identity confidence: Low · 64
Indexed: 3 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 3 Aug 2026

Identity audit (13)

Slug: symphysis-pypi-org
Lifecycle state recorded: 3 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 3 Aug 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: 3 Aug 2026
Canonical URL: https://pypi.org/project/symphysis

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