PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
166,440

Apps indexed

 

Freshness
28 min ago

Last update

 

Cadence
1,432/day

7-day average

Indexed today: 498

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llm-agentspec
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llm-agentspec

github.com·Infrastructure

llm-agentspec is an open-source CLI tool that provides pytest-style behavioral contract testing for LLM agent tool-call sequences. It helps developers validate and ensure the reliability of agent workflows by automating behavioral checks.

Open SourceMIT
CLI
L
llm-agentspec preview
Visit github.com↗

Overview

4 features
  • ✓Behavioral contract testing
  • ✓LLM agent tool-call validation
  • ✓pytest-style interface
  • ✓CLI tool

Tags

llm-agentsbehavioral-testingpytest-style

AI capabilities

Weights: Open

Built with & integrations

AI providers
anthropic
Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 27, 3:27 PM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Apr 26, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI agent developers and testers
Model
Open source
Solves
Ensuring LLM agent tool-call sequences meet behavioral contracts for reliability and correctness.

Developer

Rakshithmuda22
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
1mo ago
Commits 90d
18
Contributors
1
Authorship
Solo
Default branch
main

PulseGate index

Confidence
Low · 64
Indexed
Jun 27, 2026
Lifecycle
Alive
Activity
Active
First seen
Apr 2026
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqwilipk03kn13yypavher4e
Slug
llm-agentspec-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 27, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 27, 2026
Canonical URL
https://github.com/rakshithmuda22/agentspec

Similar apps

Other apps tracked under the same category.

  • llm-goose
    github.com
  • open-agent-spec
    github.com
  • llm-agent-bench
    pypi.org
  • agentanvil
    github.com
  • agentling
    pypi.org
  • llm-coding-agent
    pypi.org