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proofbench

PyPI·Infrastructure

proofbench is an open-source CLI tool for evaluating and improving the performance of headless AI agents. It uses configuration files to benchmark agents against ground-truth corpora and supports prompt optimization and self-improvement workflows. Ideal for AI researchers and developers working on agent evaluation.

Open SourceMITCLI
Visit PyPI↗

Overview

5 features

proofbench is a LLM eval & observability project. It focuses on automating the evaluation and improvement of headless agent skills against ground-truth datasets. proofbench is an open-source project aimed at AI researchers and developers. proofbench is open source under the MIT license. It ships for the command line.

proofbench first shipped in 2026. Key capabilities include agent benchmarking, config-driven, and self-improvement.

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

  • ✓Agent benchmarking
  • ✓Config-driven
  • ✓Self-improvement
  • ✓Ground-truth evaluation
  • ✓Prompt optimization
Tags
agent-benchmarkingeval-harnessprompt-optimization
AI capabilities
Code
Weights: Open

Built with & integrations

Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed1 Jul · 02:47 UTC
    proofbench verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about proofbench

What is proofbench?
Proofbench focuses on automating the evaluation and improvement of headless agent skills against ground-truth datasets. It is catalogued under LLM eval & observability on PulseGate.
Who should use proofbench?
proofbench is an open-source project built for AI researchers and developers.
Does proofbench have a free plan?
Yes — proofbench is open source under the MIT license and free to use.
What platforms does proofbench run on?
proofbench runs on the command line.
Is proofbench still active?
Unverified. proofbench 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 are alternatives to proofbench?
Similar projects tracked by PulseGate include benchskills, agentbench-cli, and agent-safety-bench-envs.benchskillsagentbench-cliagent-safety-bench-envs
When did proofbench launch?
proofbench first shipped in 2026.
Is proofbench open source?
Yes — proofbench is open source under the MIT license.

At a glance

Platforms
Cli
Languages
English
License
MIT
First seen
1 Jul 2026
Built for
AI researchers and developers
Model
Open source
Solves
Automating the evaluation and improvement of headless agent skills against ground-truth datasets.

Registered as

PyPI
proofbench

Developer

Lechristopherblackwell

Index record

Identity confidence
Low · 64
Indexed
1 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
1 Jul 2026
Identity audit (12)
Slug
proofbench-pypi-org
Lifecycle last checked
8 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
1 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.
Canonical URL
https://pypi.org/project/proofbench

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