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agent-diagnostics

PyPI·Infrastructure

agent-diagnostics is an open-source framework for analyzing and annotating the behavior and reliability of coding agents. It provides tools for benchmarking, taxonomy creation, and structured evaluation, helping researchers and developers understand agent performance.

Open SourceApache-2.0CLI
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Overview

5 features

agent-diagnostics sits in PulseGate's LLM eval & observability category. It focuses on understanding and diagnosing why coding agents succeed or fail through structured analysis. agent-diagnostics is an open-source project aimed at AI researchers and developers working with coding agents. The project is open source (Apache-2.0). It ships for the command line.

Behind agent-diagnostics is sjarmak, and it first shipped in 2026. The project is developed in the open on GitHub with 146 commits in the last 90 days. Among its 5 catalogued features are behavioral annotation, reliability analysis, and taxonomy framework.

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

  • ✓Behavioral annotation
  • ✓Reliability analysis
  • ✓Taxonomy framework
  • ✓Benchmarking agents
  • ✓Command-line interface
Tags
agent-benchmarkingbehavioral-taxonomyreliability-analysisai-evaluationannotation-framework
AI capabilities
Code

Built with & integrations

AI providers
anthropic
Runs on
CLI

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed29 Jun · 09:32 UTC
    Listing verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about agent-diagnostics

What is agent-diagnostics?
Agent-diagnostics focuses on understanding and diagnosing why coding agents succeed or fail through structured analysis. It is catalogued under LLM eval & observability on PulseGate.
Who should use agent-diagnostics?
agent-diagnostics is an open-source project built for AI researchers and developers working with coding agents.
Is agent-diagnostics free?
Yes — agent-diagnostics is open source under the Apache-2.0 license and free to use.
What platforms does agent-diagnostics run on?
agent-diagnostics runs on the command line.
Is agent-diagnostics still maintained?
The GitHub repository shows 146 commits in the last 90 days.
What are alternatives to agent-diagnostics?
Similar projects tracked by PulseGate include agent-debug, agent-plugin-diagnostics, and agentdossier.agent-debugagent-plugin-diagnosticsagentdossier
Who develops agent-diagnostics?
agent-diagnostics is developed by sjarmak.
When did agent-diagnostics launch?
agent-diagnostics first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
Apache-2.0
Built for
AI researchers and developers working with coding agents
Model
Open source
Solves
Understanding and diagnosing why coding agents succeed or fail through structured analysis.

Registered as

GitHub
sjarmak/agent-diagnostics
PyPI
agent-diagnostics

Developer

sjarmak
Solo developer
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
0
Last commit
17 Jun 2026
Commits 90d
146
Contributors
1
Authorship
Solo
Default branch
main

Index record

Identity confidence
Low · 64
Indexed
29 Jun 2026
Lifecycle
Alive
Last seen
29 Jun 2026
Identity audit (12)
Slug
agent-diagnostics-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
29 Jun 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
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/agent-diagnostics

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Similar projects

Closest matches by what these projects do

  • AGagent-debuggithub.com
  • AGagent-plugin-diagnosticsgithub.com
  • AGagentdossieragentdossier.ai
  • AGagentassaygithub.com
  • AGagent-detectivepypi.org
  • AGagent-failure-debuggerpypi.org