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AI-Agent Skills for Claim-Driven Testing of Distributed Systems

By

shenli3514

11d ago· 12 min readenCode

Summary

A GitHub repository (shenli/distributed-system-testing) provides two AI-agent skills for coding agents (like Claude Code, Codex, Copilot CLI, Cursor, Gemini) that design and run claim-driven tests for distributed and stateful systems. The skills produce a structured Markdown test plan and a findings report with 9-state verdicts and blame classification (SUT/harness/checker/environment). A human reviewer reads the two artifacts to decide whether to ship, without needing to re-run tests. The skills are plain SKILL.md files executed by the agent.

Key quotes

· 5 pulled
Two skills for AI coding agents that design and run claim-driven tests for distributed and stateful systems.
Together they produce a structured Markdown test plan and a findings report with 9-state verdicts and an explicit SUT / harness / checker / environment blame classification.
A reviewer reads the two artifacts and decides whether to ship; nothing else has to be re-run.
Works with Claude Code, Codex, Copilot CLI, Cursor, Gemini, or any agent that reads Markdown and runs shell.
The skills are plain SKILL.md files. The agent executes them; the plan and findings report are the output.
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AI-agent skills for distributed-systems testing. Contribute to shenli/distributed-system-testing development by creating an account on GitHub.

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